{"meta":{"query_hash":"2bd79c879887","filters":{"topic":"Advanced MEMS and NEMS Technologies"},"cohort_total":1015,"direct_labels_cover":2,"predictions_cover":1015,"exported":1015,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2bd79c879887","api":"https://metacan.xera.ac/api/v1/cohort?topic=Advanced+MEMS+and+NEMS+Technologies"},"results":[{"id":"W101499289","doi":"10.1007/978-3-642-56486-4_11","title":"Production of Microfabricated Surfaces and Their Effects on Cell Behavior","year":2001,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microfabrication; Microelectronics; Nanotechnology; Materials science; Fabrication; Etching (microfabrication); Microlens; Photonics; Dopant; Optoelectronics; Engineering; Doping; Lens (geology)","score_opus":0.00647313432216473,"score_gpt":0.17615139322549794,"score_spread":0.1696782589033332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W101499289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173576,0.0018143293,0.00009189587,0.000006869278,0.0016596403,0.00048929395,0.000053297037,0.0010124932,0.0031364213],"genre_scores_gemma":[0.9774995,0.0039151255,0.0010478497,0.0000026216464,0.00024701055,0.00007255347,0.00004716013,0.0002592835,0.01690893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927235,0.0000016135039,0.00025369407,0.00022758103,0.000065695174,0.0001790583],"domain_scores_gemma":[0.9995547,0.000048479887,0.00007307829,0.00027589776,0.000019198853,0.000028658556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006020672,0.0003668316,0.00047362605,0.00017334269,0.000016500842,0.000014984376,0.00009738388,0.00029083938,0.000025043511],"category_scores_gemma":[0.000018668843,0.00032932957,0.000037421425,0.000028569806,0.000027084781,0.00004516956,0.00003676747,0.00015691241,0.000010675921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050131416,0.0000052623504,6.1978625e-7,0.00066074025,0.000025769847,0.000006872246,0.000021329237,0.0012528461,0.9957041,0.0002019388,0.00016350986,0.001951972],"study_design_scores_gemma":[0.00009907958,0.00006085891,0.00011211537,0.00042626206,0.00002699532,0.00000917858,0.0000023371908,0.0000061218084,0.9864637,0.00014785546,0.012346263,0.0002991913],"about_ca_topic_score_codex":0.000001641647,"about_ca_topic_score_gemma":1.7456861e-7,"teacher_disagreement_score":0.014236295,"about_ca_system_score_codex":0.00003760096,"about_ca_system_score_gemma":0.00000311217,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W1063463548","doi":"10.3233/jcm-150546","title":"Lie group analysis of non-linear dynamic of micro structures under electrostatic field","year":2015,"lang":"en","type":"article","venue":"Journal of Computational Methods in Sciences and Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ode; Ordinary differential equation; Nonlinear system; Deflection (physics); Mathematics; Reduction of order; Differential equation; Applied mathematics; Mathematical analysis; Classical mechanics; Differential algebraic equation; Physics","score_opus":0.02627737400462762,"score_gpt":0.3724391354778622,"score_spread":0.34616176147323463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1063463548","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48894385,0.0005751255,0.5103733,0.0000139445765,0.00006872807,0.000011826815,6.80608e-7,0.000004772045,0.000007796221],"genre_scores_gemma":[0.4950257,0.00005718769,0.5049061,0.000003237185,0.0000047504186,2.1566248e-7,1.843715e-7,0.0000022522825,3.360854e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933445,0.000007921792,0.00034820585,0.000058169167,0.00015562655,0.00009559486],"domain_scores_gemma":[0.9993515,0.00041307806,0.00010836454,0.000036975376,0.000059129372,0.000030974374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005712031,0.00006861534,0.00027331625,0.0005861695,0.000010357651,0.000007115836,0.00011341828,0.000036575195,0.0000012865936],"category_scores_gemma":[0.00012905747,0.000056539273,0.00004996894,0.0007840148,0.000050882605,0.00011680742,0.00001760074,0.00012170382,1.365954e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037380764,0.000004228138,0.0001424116,0.00002397374,0.000063010055,8.541093e-7,0.00010138202,0.9279968,0.06666158,0.00046098352,0.0000020794964,0.0045389594],"study_design_scores_gemma":[0.0001775705,0.0001629361,0.013817721,0.000042935862,0.000048410937,0.000012201928,0.00025583114,0.9486833,0.016654337,0.020058881,0.000011880566,0.000073984666],"about_ca_topic_score_codex":0.0000038294334,"about_ca_topic_score_gemma":0.0000023612474,"teacher_disagreement_score":0.050007246,"about_ca_system_score_codex":0.000023368666,"about_ca_system_score_gemma":0.000020873915,"threshold_uncertainty_score":0.23056047},"labels":[],"label_agreement":null},{"id":"W1211162126","doi":"10.1049/el.2015.0876","title":"Low‐loss compact MEMS phase shifter for phased array antennas","year":2015,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase shift module; Phased array; Microelectromechanical systems; Phased-array optics; Materials science; Reflective array antenna; Phase (matter); Electronic engineering; Optoelectronics; Electrical engineering; Insertion loss; Engineering; Directional antenna; Physics; Slot antenna; Antenna (radio)","score_opus":0.017059569252451622,"score_gpt":0.266076928600603,"score_spread":0.2490173593481514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1211162126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79090035,0.0012585411,0.2038583,0.002084657,0.00035312204,0.00031967298,0.000020266743,0.0009759601,0.0002291349],"genre_scores_gemma":[0.997064,0.000088230634,0.0018959305,0.00061807194,0.00015469926,0.00004552046,0.000025598414,0.000066646026,0.000041289888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988415,0.0000031315828,0.00017966217,0.0002025159,0.00012622557,0.0006469554],"domain_scores_gemma":[0.9995194,0.000040652925,0.000034252087,0.00028248227,0.000028441305,0.000094762145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110610716,0.00021702517,0.00023100233,0.00009335865,0.000047674457,0.000031076554,0.00021688292,0.000084412386,0.000005787627],"category_scores_gemma":[0.000031729818,0.00020673158,0.00008859092,0.000144129,0.00005823142,0.00017224184,0.000004938426,0.00026826953,0.00001566619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054414548,0.000044551092,0.000005382254,0.000019257941,0.00004859442,0.000005781996,0.000086448876,0.00071576156,0.98624426,0.00015505745,0.010368996,0.00225147],"study_design_scores_gemma":[0.0022398562,0.00022197317,0.0000034340194,0.000015420996,0.000014762031,0.000008763502,0.000029294644,0.00035784612,0.8403416,0.0010177271,0.15546632,0.00028297803],"about_ca_topic_score_codex":0.0000020263185,"about_ca_topic_score_gemma":0.000008292349,"teacher_disagreement_score":0.20616367,"about_ca_system_score_codex":0.00022243074,"about_ca_system_score_gemma":0.000026641801,"threshold_uncertainty_score":0.8430269},"labels":[],"label_agreement":null},{"id":"W133965865","doi":"","title":"Modeling and analysis of a resonant sensor actuated by a bent beam thermal actuator","year":2006,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Beam (structure); Actuator; Vibration; Resonator; Natural frequency; Thermal; Stiffness; Microelectromechanical systems; Displacement (psychology); Mechanics; Materials science; Proof mass; Physics; Acoustics; Optics; Optoelectronics; Engineering; Thermodynamics; Electrical engineering","score_opus":0.029409795136521387,"score_gpt":0.2645547622481089,"score_spread":0.23514496711158753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W133965865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6700849,0.00006402927,0.3295683,0.00002207665,0.000018121698,0.00003493171,0.000025425348,0.000060241906,0.00012196993],"genre_scores_gemma":[0.9975839,0.0002048309,0.0020907298,0.000005000012,0.000012134762,0.0000035343219,0.00006294171,0.000008293474,0.000028637829],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994684,0.0000027139265,0.00018209682,0.00013682645,0.0001284148,0.000081540165],"domain_scores_gemma":[0.9997603,0.000041136394,0.000033289012,0.00006712565,0.00008086176,0.000017236403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045420806,0.00009448141,0.00013640562,0.0001787987,0.000030145467,0.000024090446,0.000044642577,0.0000643455,0.000007879123],"category_scores_gemma":[0.00000696604,0.00008587988,0.000028141303,0.000084477026,0.000020712048,0.00008585969,0.000011336245,0.0000752224,2.9975286e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019953155,0.000012354839,0.000054857457,0.0000037455718,0.00007421775,3.1744082e-7,0.00006014868,0.95608354,0.039466377,0.00085162016,8.442698e-7,0.003372022],"study_design_scores_gemma":[0.00015092845,0.000017183273,0.0001023111,0.000022498685,0.000044230623,1.4673573e-7,0.00003533525,0.9949117,0.0033164106,0.0012896988,0.000021864862,0.00008771362],"about_ca_topic_score_codex":0.000073334755,"about_ca_topic_score_gemma":0.000007785443,"teacher_disagreement_score":0.327499,"about_ca_system_score_codex":0.000019503706,"about_ca_system_score_gemma":0.0000036075708,"threshold_uncertainty_score":0.350208},"labels":[],"label_agreement":null},{"id":"W1494915014","doi":"10.1109/icma.2015.7237626","title":"A comparison model of V- and Z-shaped electrothermal microactuators","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Actuator; Benchmark (surveying); Finite element method; Software; Mechanical engineering; Computer science; Work (physics); Selection (genetic algorithm); Topology (electrical circuits); Engineering; Structural engineering; Electrical engineering; Artificial intelligence","score_opus":0.04148293181366427,"score_gpt":0.2718046976735342,"score_spread":0.23032176585986994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494915014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469713,0.00036343271,0.049888894,0.000009713517,0.0000096776575,0.00004168954,8.1588297e-7,0.00026914562,0.0024453436],"genre_scores_gemma":[0.97955334,0.00003219263,0.020324929,0.000006007743,0.0000033817983,0.000003101597,3.075997e-7,0.000008833697,0.000067900255],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975353,4.502668e-7,0.00007720725,0.000046851157,0.000034196393,0.00008775477],"domain_scores_gemma":[0.99988365,0.0000045629195,0.00000913923,0.00006642254,0.000010613828,0.000025582149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002112629,0.000052190528,0.00010035201,0.000029973531,0.000005069643,0.000002373609,0.000038998376,0.000038334885,0.0000025333459],"category_scores_gemma":[0.0000059341346,0.00004422747,0.000008944899,0.00003645018,0.000022133043,0.000041731157,0.000013586342,0.000050229595,0.000001375271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057000007,0.000009299626,0.00017348172,0.000012354689,0.000009451771,1.6576274e-7,0.00018071664,0.009247737,0.9824646,0.0010564268,0.00041408453,0.0064259474],"study_design_scores_gemma":[0.00018790971,0.000026402882,0.000039228522,0.000003397512,0.0000029256491,0.0000010449379,0.0001660851,0.51721406,0.48076105,0.0013345545,0.00019338429,0.000069947106],"about_ca_topic_score_codex":0.0000028004567,"about_ca_topic_score_gemma":0.000003963938,"teacher_disagreement_score":0.50796634,"about_ca_system_score_codex":0.000009357895,"about_ca_system_score_gemma":0.0000046480645,"threshold_uncertainty_score":0.18035439},"labels":[],"label_agreement":null},{"id":"W1499696721","doi":"10.1109/robot.2003.1242082","title":"Microassembly of 3D MEMS structures utilizing a MEMS microgripper with a robotic manipulator","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Soldering; Workstation; Mechanical engineering; Interface (matter); Computer science; Materials science; Process (computing); Engineering drawing; Engineering; Nanotechnology; Capillary action; Composite material","score_opus":0.012593399539753981,"score_gpt":0.2201233967498316,"score_spread":0.20752999721007764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499696721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800585,0.0012132161,0.016014196,0.00004657329,0.0001205706,0.0001797351,0.0000022384008,0.0008460712,0.0015189099],"genre_scores_gemma":[0.9308661,0.0001101786,0.06886932,0.000027383097,0.000020281936,0.000009795746,0.0000019114093,0.000044087115,0.000050937895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999189,8.823203e-7,0.0002054618,0.00018622236,0.00011451642,0.00030387094],"domain_scores_gemma":[0.999587,0.000012739536,0.00003626695,0.0002908389,0.00003103879,0.000042102114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026574093,0.00020852828,0.00026472355,0.00011029334,0.00003614093,0.0000160229,0.0001705145,0.00011568348,0.000023941991],"category_scores_gemma":[0.000007688761,0.0001545752,0.000044470667,0.00020343944,0.000076626886,0.00012571785,0.000038760376,0.0001583778,0.0000057121133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008098256,0.000013949192,0.000064577245,0.00007532672,0.00005874729,0.000011684467,0.00009351439,0.054226644,0.94101846,0.0019629628,0.000060513685,0.0024054905],"study_design_scores_gemma":[0.0005614268,0.00008371111,0.0007811042,0.00006313448,0.000024595602,0.000056028974,0.00041303673,0.00007847433,0.9948915,0.0019847925,0.0007971009,0.00026505775],"about_ca_topic_score_codex":0.00007473123,"about_ca_topic_score_gemma":0.00014505172,"teacher_disagreement_score":0.05414817,"about_ca_system_score_codex":0.000056296216,"about_ca_system_score_gemma":0.000014994527,"threshold_uncertainty_score":0.6303394},"labels":[],"label_agreement":null},{"id":"W1510025117","doi":"10.1109/mwscas.2002.1187144","title":"Micro-electromechanical variable capacitors for RF applications","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Capacitor; Variable capacitor; Radio frequency; Variable (mathematics); Electrical engineering; Materials science; Electronic engineering; Computer science; Optoelectronics; Engineering; Voltage; Mathematics","score_opus":0.007428362766358579,"score_gpt":0.21036934211578628,"score_spread":0.2029409793494277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510025117","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006344011,0.0001695345,0.9786672,0.000021104139,0.00010114528,0.00029755905,0.000005449679,0.000953275,0.013440719],"genre_scores_gemma":[0.20280187,0.00013809667,0.7935834,0.00006025604,0.000070923896,0.0010694206,0.0000072238176,0.000051016552,0.002217793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996084,5.848705e-7,0.000081476916,0.00009614586,0.00002559385,0.00018777905],"domain_scores_gemma":[0.999769,0.000034446108,0.000006626608,0.00015026452,0.000015692684,0.000024012648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035376506,0.00006964039,0.00007663154,0.00003079793,0.00004436232,0.0000073517217,0.00006834748,0.00007609139,0.0000369336],"category_scores_gemma":[0.000021375688,0.00006466784,0.00002413984,0.00012461968,0.000011512628,0.000039923627,0.000004540918,0.000068541434,0.0000143136685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.2120277e-7,0.0000072875337,8.4599606e-7,0.000011032649,0.000007684502,4.9084207e-8,0.000002162437,0.00015808186,0.78687966,0.20938823,0.0017563812,0.0017881748],"study_design_scores_gemma":[0.00008131173,0.000014690278,6.9832765e-7,0.0000012375731,0.0000031802442,0.0000023886648,0.000021903068,0.00012363851,0.57636625,0.041822985,0.3814882,0.00007350031],"about_ca_topic_score_codex":0.0000011912236,"about_ca_topic_score_gemma":0.0000019642682,"teacher_disagreement_score":0.3797318,"about_ca_system_score_codex":0.000029125435,"about_ca_system_score_gemma":0.0000063739544,"threshold_uncertainty_score":0.2637078},"labels":[],"label_agreement":null},{"id":"W1510478941","doi":"10.1109/iscas.2015.7168713","title":"Test method for capacitive MEMS devices utilizing pierce oscillator","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"CMC Microsystems","keywords":"Microelectromechanical systems; Capacitive sensing; Resonator; Comb drive; Frequency domain; Electronic engineering; Time domain; Materials science; Computer science; Acoustics; Electrical engineering; Engineering; Optoelectronics; Physics","score_opus":0.047990980636545603,"score_gpt":0.30393971051311014,"score_spread":0.25594872987656453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510478941","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10864123,0.0012403132,0.8215187,0.00024114245,0.00065983983,0.0005888138,0.000048145288,0.004173967,0.0628878],"genre_scores_gemma":[0.48908374,0.000041597254,0.5098823,0.00007575629,0.00008245211,0.000076056946,0.0000029557687,0.000040563635,0.00071457896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994101,0.0000014757801,0.00012480574,0.00014810057,0.00007584379,0.00023967198],"domain_scores_gemma":[0.99945754,0.0002309033,0.000017932844,0.00015714068,0.000066262764,0.000070236114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014187631,0.00012852799,0.0001610225,0.000058479818,0.000039159386,0.000017546688,0.000113487695,0.000092641116,0.000008174705],"category_scores_gemma":[0.00029564183,0.00010753941,0.000037807484,0.00012175645,0.000028785174,0.00015592498,0.000027876946,0.00008835075,0.000015672207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023276738,0.00005339372,0.00051636726,0.00024566735,0.0001442738,0.000009037404,0.0015007159,0.0060613593,0.74172914,0.019603642,0.028284857,0.20182827],"study_design_scores_gemma":[0.0005783331,0.00013411972,0.000150169,0.00003491655,0.000021509768,0.0000115706835,0.005959464,0.016320938,0.6908659,0.009442038,0.2760455,0.00043559118],"about_ca_topic_score_codex":0.000021200358,"about_ca_topic_score_gemma":0.00007783496,"teacher_disagreement_score":0.3804425,"about_ca_system_score_codex":0.00005743198,"about_ca_system_score_gemma":0.00001113471,"threshold_uncertainty_score":0.438533},"labels":[],"label_agreement":null},{"id":"W1511335976","doi":"","title":"Miniaturized RF MEMS switch cells for crossbar switch matrices","year":2010,"lang":"en","type":"article","venue":"Asia-Pacific Microwave Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crossbar switch; Microelectromechanical systems; Return loss; Bandwidth (computing); Insertion loss; Wideband; Crossover switch; Electrical engineering; Radio frequency; Electronic engineering; Materials science; Computer science; Optoelectronics; Engineering; Telecommunications","score_opus":0.011555907039646233,"score_gpt":0.22929621928690433,"score_spread":0.2177403122472581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511335976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96019083,0.0006315173,0.019145092,0.00030386727,0.0024891826,0.00092856894,0.00014796408,0.0015952202,0.014567745],"genre_scores_gemma":[0.96133876,0.0005352054,0.036068898,0.000018750428,0.00016112413,0.00014684408,0.000028040493,0.000081461556,0.0016209176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816364,0.0000031336642,0.00042554655,0.00052059605,0.00016531916,0.0007217773],"domain_scores_gemma":[0.9986814,0.00016069929,0.00011021618,0.000721725,0.00019081416,0.00013511196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017193667,0.00043209278,0.00045716186,0.00016954119,0.00016451228,0.00017998522,0.0005987512,0.0004492847,0.00013828404],"category_scores_gemma":[0.00008131651,0.0004096328,0.00015159002,0.00026994167,0.00018788177,0.00024456915,0.000088754015,0.0006365464,0.00014710384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021876549,0.000025115904,0.000013938908,0.00009952393,0.000033379878,0.0000066999673,0.00021877523,0.0000066832677,0.9778596,0.00091189565,0.00567753,0.015124949],"study_design_scores_gemma":[0.00057361915,0.00004905773,0.000068980924,0.00003352896,0.000023229448,0.000017229522,0.0006692374,0.00021044089,0.8704294,0.0035823786,0.12386674,0.00047613896],"about_ca_topic_score_codex":0.000011259006,"about_ca_topic_score_gemma":0.00010130112,"teacher_disagreement_score":0.11818921,"about_ca_system_score_codex":0.000034983223,"about_ca_system_score_gemma":0.00006412777,"threshold_uncertainty_score":0.99983555},"labels":[],"label_agreement":null},{"id":"W1514632816","doi":"10.1109/icm.2004.1434217","title":"A compact size reconfigurable 1- 3 GHz impedance tuner suitable for RF MEMS applications","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Tuner; Stub (electronics); Radio frequency; Impedance matching; Coplanar waveguide; Electrical impedance; Microelectromechanical systems; Electronic engineering; Engineering; Control reconfiguration; Transmission line; Electrical engineering; Computer science; Microwave; Materials science; Embedded system; Telecommunications; Optoelectronics","score_opus":0.012966842980580246,"score_gpt":0.2507827069039099,"score_spread":0.23781586392332968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514632816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26151592,0.005195952,0.32467145,0.0034116933,0.00047994658,0.0036331702,0.00016411555,0.0114032775,0.3895245],"genre_scores_gemma":[0.9437365,0.00040595568,0.036998805,0.000114220195,0.0001617112,0.0005103018,0.000007775423,0.000051277988,0.018013464],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930084,5.163606e-7,0.00016510877,0.00015864086,0.000051883082,0.00032300552],"domain_scores_gemma":[0.99945027,0.0001587456,0.00002123321,0.00029213403,0.00003157929,0.000046050376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006410558,0.0001290774,0.00016406896,0.000034688463,0.00008061054,0.000021876318,0.00015743595,0.00008917756,0.00017349677],"category_scores_gemma":[0.000036981626,0.000115226285,0.000053710777,0.00013302291,0.000029449542,0.00019793776,0.0000075686366,0.00010875619,0.00009112405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071038357,0.000039943265,0.000018882212,0.000069475595,0.000040775965,2.6403154e-7,0.000041057214,0.026767345,0.8403756,0.004486534,0.045896377,0.08225666],"study_design_scores_gemma":[0.00020338231,0.000014318098,0.000045529916,0.0000065173363,0.000005266491,0.0000023103669,0.000069771704,0.0026672739,0.38640943,0.002205101,0.60821795,0.00015313244],"about_ca_topic_score_codex":0.000015084655,"about_ca_topic_score_gemma":0.000070043425,"teacher_disagreement_score":0.6822206,"about_ca_system_score_codex":0.00006215258,"about_ca_system_score_gemma":0.000008435271,"threshold_uncertainty_score":0.46987915},"labels":[],"label_agreement":null},{"id":"W1519265832","doi":"10.1109/ccece.2015.7129090","title":"Simulation and optical measurement of MEMS thermal actuator sub-micron displacements in air and water","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Displacement (psychology); Materials science; Microelectromechanical systems; Finite element method; Thermal; Temperature measurement; Chevron (anatomy); Fast Fourier transform; Optics; Mechanics; Acoustics; Mechanical engineering; Structural engineering; Engineering; Optoelectronics; Electrical engineering; Physics; Thermodynamics; Computer science; Geology","score_opus":0.025845548977721237,"score_gpt":0.24529644684833932,"score_spread":0.21945089787061808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519265832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975438,0.00011169364,0.0019269664,0.00003012555,0.000025973375,0.00008339498,3.984469e-7,0.000058871272,0.000218791],"genre_scores_gemma":[0.99919266,0.000018635099,0.00076175807,0.000003822336,0.000004606356,0.0000038456333,6.707746e-7,0.000006615542,0.0000074093405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966264,0.0000012472111,0.00009128178,0.00006515692,0.0000829878,0.00009671101],"domain_scores_gemma":[0.9998856,0.000009393569,0.0000054778006,0.00005649879,0.000017593724,0.000025414614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092545946,0.000059368147,0.00007946995,0.00003324765,0.0000057274196,0.0000024739713,0.000020682191,0.00004208263,0.0000025846016],"category_scores_gemma":[0.000016851367,0.000039913142,0.0000050195845,0.000018816803,0.000024032288,0.00008322052,0.000029089404,0.000040328745,8.8661136e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016596297,0.000011926324,0.0010029915,0.000027326594,0.000007894831,7.096797e-7,0.00014486279,0.031287517,0.9628412,0.0000336963,0.0000053312606,0.0046199253],"study_design_scores_gemma":[0.0005011751,0.000041295523,0.0041620564,0.0000134552465,0.0000035629205,3.040185e-7,0.000104150015,0.0110269375,0.98369545,0.00016244999,0.0002185008,0.00007063623],"about_ca_topic_score_codex":0.000006031423,"about_ca_topic_score_gemma":0.000019952367,"teacher_disagreement_score":0.020854253,"about_ca_system_score_codex":0.000029863644,"about_ca_system_score_gemma":0.0000019017291,"threshold_uncertainty_score":0.16276106},"labels":[],"label_agreement":null},{"id":"W1520953191","doi":"10.1109/memsys.2006.1627887","title":"High Tuning Range Parallel Plate MEMS Variable Capacitors with Arrays of Supporting Beams","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Variable capacitor; Capacitor; Microelectromechanical systems; Materials science; Range (aeronautics); Variable (mathematics); Voltage; Electrical engineering; Optoelectronics; Electronic engineering; Engineering","score_opus":0.006096594032632157,"score_gpt":0.1877283279423151,"score_spread":0.18163173390968293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520953191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7050793,0.00008293396,0.28200343,0.000017770411,0.00013419092,0.000116124436,0.0000054341435,0.0009938517,0.011566975],"genre_scores_gemma":[0.7899967,0.000018998393,0.20943525,0.0000049377863,0.000051454983,0.000014642777,0.0000070837787,0.00003161998,0.00043931403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991829,0.0000012749421,0.00025425767,0.00013700759,0.000112627065,0.00031195045],"domain_scores_gemma":[0.9996486,0.00003517946,0.00006493356,0.00019773493,0.000027877715,0.000025681695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007553197,0.00015370784,0.00023559153,0.00007535993,0.000044256292,0.000010457728,0.00010982686,0.000092780305,0.000054328426],"category_scores_gemma":[0.000011551608,0.00012013962,0.000026624311,0.00019436135,0.000053876636,0.00017062058,0.000018806748,0.00014643965,0.0000037823195],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015305566,0.000021840244,0.0006900357,0.00009365556,0.00004872064,0.000011754988,0.00008058174,0.604124,0.3797992,0.013214134,0.000818734,0.0010820308],"study_design_scores_gemma":[0.0018418211,0.00020315204,0.001238252,0.00018484707,0.000050406587,0.000029311386,0.0010489671,0.008136891,0.96610016,0.015082271,0.0052283895,0.00085554254],"about_ca_topic_score_codex":0.0005413357,"about_ca_topic_score_gemma":0.00006433864,"teacher_disagreement_score":0.59598714,"about_ca_system_score_codex":0.000026262496,"about_ca_system_score_gemma":0.0000074261843,"threshold_uncertainty_score":0.48991516},"labels":[],"label_agreement":null},{"id":"W1538328146","doi":"10.1109/chicc.2015.7259701","title":"Angle tracking of MEMS hard-magnetic micromirror by PID control","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; PID controller; Overshoot (microwave communication); Materials science; Optics; Deflection (physics); Computer science; Physics; Optoelectronics; Engineering; Mechanical engineering; Electrical engineering; Temperature control","score_opus":0.017532815366276967,"score_gpt":0.21950536663766818,"score_spread":0.20197255127139122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538328146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813019,0.003908591,0.00742155,0.00013328102,0.00022453202,0.00016994159,0.000022431734,0.00091524195,0.0059025115],"genre_scores_gemma":[0.99266005,0.000062166095,0.0066382284,0.000027189568,0.000013982478,0.000010941898,0.0000020585474,0.000020836012,0.0005645273],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995133,0.0000015025213,0.00015070634,0.000090803245,0.00007330651,0.00017036157],"domain_scores_gemma":[0.9997147,0.000022271495,0.00001949836,0.00016400982,0.000035032976,0.000044532626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057820183,0.00009550638,0.00016909288,0.000040731487,0.000010451094,0.0000074249765,0.00011301411,0.00007018254,0.0000577661],"category_scores_gemma":[0.000037394348,0.000083307576,0.00003135253,0.00007854643,0.00003977604,0.00008898214,0.000013465602,0.000079408026,0.000019541476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041528824,0.0000123992495,0.00005072087,0.000013040489,0.000009559976,0.0000012622522,0.00003378137,0.00013054264,0.9802375,0.00008424665,0.009127846,0.010294956],"study_design_scores_gemma":[0.00087479036,0.00010835598,0.00015743346,0.000012629095,0.00001015844,0.0000033715628,0.00023557358,0.00046266,0.9536722,0.0005172356,0.04379748,0.0001481511],"about_ca_topic_score_codex":0.000016461549,"about_ca_topic_score_gemma":0.000011860651,"teacher_disagreement_score":0.034669638,"about_ca_system_score_codex":0.000022094766,"about_ca_system_score_gemma":0.000005381031,"threshold_uncertainty_score":0.33971843},"labels":[],"label_agreement":null},{"id":"W1550585019","doi":"10.1109/icmens.2004.1509028","title":"A Tunable RF MEMS Inductor","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inductor; RFIC; Inductance; Radio frequency; Q factor; Microelectromechanical systems; Materials science; Electrical engineering; Quality (philosophy); Optoelectronics; Wafer; Engineering; Physics; Voltage; Resonator","score_opus":0.006233319996568476,"score_gpt":0.18651912687380406,"score_spread":0.18028580687723558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550585019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9088027,0.0003133945,0.0027353049,0.000047558802,0.00015099102,0.000049490955,0.0000011252382,0.0021320113,0.08576745],"genre_scores_gemma":[0.991494,0.000033379492,0.004657331,0.000012087873,0.00005781818,0.00001073557,0.0000014879564,0.000014698371,0.0037184604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996952,1.3096982e-7,0.00006434531,0.00006171517,0.00003836995,0.00014023979],"domain_scores_gemma":[0.9998557,0.0000063164043,0.000004441505,0.000115959825,0.000006494636,0.000011118506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011991304,0.000060458515,0.00006066865,0.000034465484,0.000017399452,0.0000082673705,0.000058995465,0.00005147081,0.000078428784],"category_scores_gemma":[0.00000407057,0.000050298986,0.000015495692,0.00008762443,0.000014178993,0.00007621259,0.000013851234,0.0000642282,0.000054904405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.647318e-7,0.000008457106,0.000045863468,0.000010135856,0.000004766575,0.0000047346675,0.000005358889,0.002112793,0.9583164,0.005352681,0.02919954,0.0049387245],"study_design_scores_gemma":[0.000102481696,0.0000082812185,0.0005934492,0.0000037374482,0.0000015548254,0.0000028079087,0.00004076049,0.00015878398,0.8568841,0.010081861,0.13200313,0.00011901564],"about_ca_topic_score_codex":0.000054314194,"about_ca_topic_score_gemma":0.000050549337,"teacher_disagreement_score":0.10280358,"about_ca_system_score_codex":0.000017998811,"about_ca_system_score_gemma":0.0000018606489,"threshold_uncertainty_score":0.2051133},"labels":[],"label_agreement":null},{"id":"W1552839485","doi":"","title":"A novel self collapsed corrugated MEMS phase shifter","year":2013,"lang":"en","type":"article","venue":"European Microwave Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase shift module; Capacitive sensing; Insertion loss; Materials science; Microelectromechanical systems; Coplanar waveguide; Return loss; Transmission line; Optoelectronics; Capacitor; Phase (matter); Electrical engineering; Electric power transmission; Voltage; Electronic engineering; Engineering; Physics; Telecommunications; Microwave","score_opus":0.017658132743874736,"score_gpt":0.21735056490072974,"score_spread":0.199692432156855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552839485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8929027,0.00022856693,0.048545253,0.00007665387,0.0004941534,0.00044377503,0.00002531797,0.0031435827,0.05414005],"genre_scores_gemma":[0.98781556,0.00013375336,0.011171071,0.0001058646,0.0000713701,0.000021530537,0.000015419706,0.00007277172,0.0005926637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990039,0.000009574466,0.00025536385,0.00026703998,0.0000891044,0.00037505606],"domain_scores_gemma":[0.999302,0.000026875896,0.000044080305,0.00038353755,0.00014647657,0.00009702277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000072303534,0.0002527018,0.00020280617,0.000081700295,0.00005830835,0.00010783049,0.00033714133,0.000061386214,0.00028569085],"category_scores_gemma":[0.00004361948,0.00023755316,0.000047668163,0.0001831982,0.00008205321,0.00020060632,0.000105225954,0.00025415825,0.00121406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034551563,0.00005075732,0.000004413823,0.00001789994,0.000023935607,0.000015138523,0.0003913835,0.00002100299,0.97855324,0.00016357539,0.0046699154,0.016085286],"study_design_scores_gemma":[0.0030513434,0.00019212488,0.001320663,0.00013003344,0.000028176277,0.000028081602,0.00039786263,0.0034119312,0.8685083,0.00036119638,0.12159969,0.00097061513],"about_ca_topic_score_codex":0.000007489336,"about_ca_topic_score_gemma":0.000006610411,"teacher_disagreement_score":0.11692977,"about_ca_system_score_codex":0.000037906368,"about_ca_system_score_gemma":0.000016105372,"threshold_uncertainty_score":0.99956363},"labels":[],"label_agreement":null},{"id":"W1564543326","doi":"","title":"Modeling electrostatic field in mems devices using artdticial springs in rayleigh-ritz method","year":2009,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Stiffness; Boundary value problem; Vibration; Structural engineering; Microelectromechanical systems; Legendre polynomials; Orthogonal polynomials; Classical mechanics; Mathematical analysis; Mechanics; Engineering; Materials science; Mathematics; Physics; Acoustics","score_opus":0.01419833861288115,"score_gpt":0.2630349857614832,"score_spread":0.24883664714860207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564543326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8285748,0.00032472113,0.17034778,0.000112684684,0.00012020459,0.00011055559,0.0000037536263,0.00011174139,0.00029375195],"genre_scores_gemma":[0.9390062,0.0000821801,0.060505215,0.00032616188,0.00004816214,0.0000031950524,0.0000014510543,0.000020388024,0.0000070280903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901146,0.0000038877315,0.00023197896,0.00015566895,0.00007002903,0.0005269919],"domain_scores_gemma":[0.9996593,0.000052910964,0.000013415017,0.00014617754,0.000018079365,0.000110113586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010298891,0.00014628957,0.0002012978,0.00041831445,0.000037358805,0.000025045514,0.0001396123,0.00016223949,0.0000063420684],"category_scores_gemma":[0.00013205955,0.00017252628,0.000021628635,0.0003528625,0.000009351993,0.00010833058,0.0000079984575,0.0003651326,0.0000021074836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020833481,0.000004029763,0.00012161074,0.000019502722,0.0000034157265,0.0000790442,0.000115867384,0.8385058,0.14915924,0.00021914938,0.000027436994,0.011742823],"study_design_scores_gemma":[0.00017785667,0.000028255732,0.0006734138,0.00008066421,0.000009541508,0.0000067608444,0.00020748614,0.98717606,0.0072966064,0.0039994847,0.00009765934,0.0002462343],"about_ca_topic_score_codex":0.012513083,"about_ca_topic_score_gemma":0.08423024,"teacher_disagreement_score":0.14867024,"about_ca_system_score_codex":0.00045108722,"about_ca_system_score_gemma":0.00011445389,"threshold_uncertainty_score":0.99406266},"labels":[],"label_agreement":null},{"id":"W1576752142","doi":"10.1109/mwscas.2002.1187078","title":"Tunable bandpass passive digital filter design","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Band-pass filter; High-pass filter; Voltage-controlled filter; Prototype filter; Low-pass filter; Digital filter; Electronic engineering; Half-band filter; Filter design; Computer science; Electronic filter topology; Filter (signal processing); m-derived filter; Cutoff frequency; Butterworth filter; 2D Filters; Engineering; Electrical engineering; Computer vision","score_opus":0.01234256619316152,"score_gpt":0.18770524597844293,"score_spread":0.17536267978528142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576752142","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05095572,0.0002708823,0.78001153,0.000050315964,0.0002705485,0.00018414756,0.0000047840754,0.002257621,0.16599445],"genre_scores_gemma":[0.9699213,0.00005891321,0.02525014,0.000026545214,0.000012786391,0.000024392508,0.0000011805927,0.00002291694,0.0046818363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996047,0.0000010811365,0.00007275205,0.00008650811,0.00004592626,0.00018901008],"domain_scores_gemma":[0.99978435,0.000031970074,0.0000062757167,0.00013886642,0.000011196204,0.000027311862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016287766,0.000088529036,0.00007938278,0.000032209537,0.000024255147,0.000031197975,0.000060619455,0.00005621027,0.00016604764],"category_scores_gemma":[0.000041349736,0.000071779534,0.000023027516,0.00008017602,0.000018550792,0.00021124435,0.000009759642,0.00007284081,0.00010946755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021156155,0.00014653083,0.0003123358,0.000116813266,0.00025296307,0.00019955022,0.00032428582,0.098200135,0.36797485,0.061005425,0.27165866,0.19978729],"study_design_scores_gemma":[0.00022083992,0.000036661353,0.000043925436,0.000008156835,0.000003196119,0.000011289153,0.00012186021,0.00063713326,0.75685847,0.013584343,0.22823027,0.00024388604],"about_ca_topic_score_codex":4.76228e-7,"about_ca_topic_score_gemma":5.1284303e-7,"teacher_disagreement_score":0.9189656,"about_ca_system_score_codex":0.000020656173,"about_ca_system_score_gemma":0.0000042523,"threshold_uncertainty_score":0.29270846},"labels":[],"label_agreement":null},{"id":"W1579631273","doi":"10.1109/mwscas.2003.1562432","title":"A Rotating Micromirror Switching Element for 1xN Optical MEMS Switch","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Rotation (mathematics); Optical switch; Materials science; Optics; Optoelectronics; Physics; Computer science","score_opus":0.008754553702832615,"score_gpt":0.23119832499365062,"score_spread":0.222443771290818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579631273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7652316,0.00013567455,0.22856577,0.00015888926,0.00014050485,0.000316376,0.0000029215973,0.0012418621,0.00420641],"genre_scores_gemma":[0.6490678,0.000010178723,0.3504062,0.000023649374,0.00007598642,0.000113893264,0.000004689413,0.000033976037,0.00026361385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920183,5.797657e-7,0.00022573704,0.00015927902,0.00007276124,0.0003397818],"domain_scores_gemma":[0.99972326,0.00006347157,0.000019457568,0.0001478734,0.000020215315,0.000025700536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007819793,0.00013943024,0.00014901532,0.000053221862,0.000079202255,0.000028281509,0.00010789135,0.00007279421,0.000017754946],"category_scores_gemma":[0.000023265964,0.00012276418,0.000057080353,0.000076925884,0.000011077204,0.00009196164,0.000032610973,0.000112694455,0.000011531063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034168747,0.000014073994,0.00002752521,0.00003816873,0.00001177854,0.0000019235238,0.00001704605,0.0014080104,0.96602374,0.0063499366,0.00093827135,0.02516612],"study_design_scores_gemma":[0.00056431565,0.00005215095,0.0002642902,0.000028384686,0.000011944275,0.0000059583303,0.00021305097,0.012242442,0.9598373,0.010036949,0.016439945,0.00030322134],"about_ca_topic_score_codex":0.000029686289,"about_ca_topic_score_gemma":0.00008868992,"teacher_disagreement_score":0.12184043,"about_ca_system_score_codex":0.00004224577,"about_ca_system_score_gemma":0.0000047195585,"threshold_uncertainty_score":0.50061774},"labels":[],"label_agreement":null},{"id":"W1586725680","doi":"10.1109/ofc.1998.657463","title":"Packaging of optoelectronic devices with high coupling efficiency using silicon V-groove technology","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Materials science; Optoelectronics; Silicon; Substrate (aquarium); Hybrid silicon laser; Laser; Groove (engineering); Electronic engineering; Optics","score_opus":0.009064070268149031,"score_gpt":0.2056574478989139,"score_spread":0.19659337763076487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586725680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97808397,0.0019773764,0.017971374,0.000038115766,0.000040030747,0.00010162446,6.7461303e-7,0.0010872211,0.00069958885],"genre_scores_gemma":[0.9893271,0.00017720734,0.010414741,0.000005303798,0.000010811131,0.0000059636072,3.7235978e-7,0.000028815079,0.00002972263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992039,6.7193076e-7,0.00017778332,0.0001704579,0.00009615647,0.00035103445],"domain_scores_gemma":[0.9996248,0.00002608809,0.00004564548,0.00025052275,0.000033413944,0.000019547553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034827506,0.0001534791,0.0002151057,0.00023797393,0.000051719115,0.000008450992,0.00016778932,0.00011384083,0.000044242253],"category_scores_gemma":[0.000011983621,0.00012474378,0.000021835936,0.00056384254,0.000100967714,0.00012211324,0.000035368732,0.00019480225,0.0000048134366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032114476,0.00003488162,0.0010167497,0.00009028673,0.000045976198,0.000007438006,0.000045579785,0.21493506,0.76969886,0.0065998007,0.000009462376,0.0075127133],"study_design_scores_gemma":[0.0002680559,0.00013126791,0.000086624386,0.00008170356,0.000017705315,0.000021119029,0.00033129158,0.14104912,0.8570507,0.000591181,0.00013899506,0.0002322167],"about_ca_topic_score_codex":0.000012769663,"about_ca_topic_score_gemma":0.000030273128,"teacher_disagreement_score":0.087351896,"about_ca_system_score_codex":0.00006142761,"about_ca_system_score_gemma":0.0000057165994,"threshold_uncertainty_score":0.50869036},"labels":[],"label_agreement":null},{"id":"W1587135259","doi":"","title":"A novel latching RF MEMS SPST switch","year":2012,"lang":"en","type":"article","venue":"European Microwave Integrated Circuit Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Materials science; Optoelectronics; Image warping; Radio frequency; Power consumption; Electrical engineering; RF power amplifier; Power (physics); Physics; Computer science; Engineering; CMOS","score_opus":0.034847467503334444,"score_gpt":0.22200078053207878,"score_spread":0.18715331302874433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587135259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49730155,0.0011156686,0.24777189,0.000042918946,0.00093597244,0.00022015983,0.000037832408,0.0023760912,0.25019792],"genre_scores_gemma":[0.99677604,0.00026583183,0.0020126123,0.000084341256,0.00016794902,0.0000089670975,0.000026458814,0.000112815185,0.00054500933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846154,0.00001261975,0.00036213448,0.0002940417,0.00014328829,0.0007263974],"domain_scores_gemma":[0.99913675,0.000047206984,0.00006966935,0.00047016374,0.00011494314,0.0001612523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026881724,0.00038211406,0.0002860191,0.00014821376,0.000097929966,0.000097141245,0.00050015247,0.00011272371,0.00013623327],"category_scores_gemma":[0.00010207342,0.00035036617,0.00008442078,0.00032702473,0.0001072997,0.00044808854,0.0000871731,0.00084532885,0.0006969674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002208977,0.00003250568,0.0000713256,0.000020162026,0.00003767139,0.000013008846,0.000483888,0.000033421766,0.9227173,0.003257213,0.00049002457,0.07284131],"study_design_scores_gemma":[0.00058914203,0.000045624456,0.0029136806,0.0002862833,0.000034286724,0.00016700772,0.0012230856,0.00016232223,0.88480043,0.00069859106,0.10812027,0.00095929747],"about_ca_topic_score_codex":0.000030622377,"about_ca_topic_score_gemma":0.000026477865,"teacher_disagreement_score":0.49947447,"about_ca_system_score_codex":0.00010349847,"about_ca_system_score_gemma":0.000030488929,"threshold_uncertainty_score":0.99989486},"labels":[],"label_agreement":null},{"id":"W158905929","doi":"","title":"CALCULATING RO-VIBRATIONAL SPECTRA USING AN ECKART FRAME","year":2012,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spectral line; Frame (networking); Physics; Computer science; Quantum mechanics","score_opus":0.02355723025507422,"score_gpt":0.2305449842700155,"score_spread":0.20698775401494127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158905929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92387664,0.00036725737,0.052229527,0.00007001822,0.00034729278,0.00018102308,0.000009101165,0.0006277204,0.022291387],"genre_scores_gemma":[0.99442554,0.00006950002,0.0044201314,0.000012521518,0.0001962342,6.3427984e-7,0.0000044921876,0.00003193431,0.0008389967],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992855,0.000025809937,0.00010328208,0.000119743934,0.000087759734,0.0003778881],"domain_scores_gemma":[0.99944985,0.00008881364,0.00003551437,0.00032354333,0.000038221846,0.00006405251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014184667,0.00015834303,0.00012164631,0.000115810326,0.00037838833,0.000024474639,0.00034502207,0.000066049695,0.00005752198],"category_scores_gemma":[0.000016727796,0.000115157876,0.00005447762,0.0004083266,0.00013219312,0.0005176009,0.00010845441,0.00028525904,0.00007025588],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007905651,0.00040047293,0.0015001149,0.0001269555,0.000461923,0.000046196976,0.022208888,0.21406695,0.5279469,0.18404438,0.00084968033,0.048268504],"study_design_scores_gemma":[0.0020098859,0.00020615218,0.016332963,0.00020190416,0.00038947279,0.00011363557,0.010339426,0.25502598,0.2406567,0.014960645,0.45724887,0.0025143526],"about_ca_topic_score_codex":0.000008491893,"about_ca_topic_score_gemma":0.000056212557,"teacher_disagreement_score":0.4563992,"about_ca_system_score_codex":0.00015368813,"about_ca_system_score_gemma":0.000022043188,"threshold_uncertainty_score":0.46960017},"labels":[],"label_agreement":null},{"id":"W1595872260","doi":"10.23919/eumc.2011.6101813","title":"Cryogenic performance of gold-based and niobium-based RF MEMS devices","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Materials science; Varicap; Niobium; Optoelectronics; Voltage; Capacitive sensing; Capacitance; Radio frequency; Electrical engineering; Electrode; Engineering; Chemistry","score_opus":0.017081998207079528,"score_gpt":0.19742179495030912,"score_spread":0.18033979674322959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595872260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927884,0.00044599158,0.0013670882,0.000008605435,0.000058090343,0.00007437067,0.00000230837,0.00048745782,0.004767696],"genre_scores_gemma":[0.9884393,0.00007978356,0.011346239,0.000028080853,0.0000064806986,0.000012573156,0.0000010757897,0.000015951138,0.000070494956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995547,7.2214397e-7,0.00013294467,0.000101252066,0.00005884058,0.00015155664],"domain_scores_gemma":[0.9997206,0.000020791875,0.000024147603,0.00018601948,0.000020723452,0.000027762064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041403942,0.00010694964,0.00013168894,0.000076888144,0.000016670963,0.0000034365933,0.000104946426,0.00006969363,0.00006476569],"category_scores_gemma":[0.0000068884488,0.00008879427,0.000025986657,0.00010678101,0.00006702134,0.000092987764,0.000015655321,0.00007013491,0.000006289689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005255196,0.00006676024,0.019178135,0.00069615524,0.00004927671,0.000004462244,0.00010225186,0.004690742,0.94352376,0.00043835177,0.00035189677,0.030845672],"study_design_scores_gemma":[0.00027154456,0.0001024148,0.010286992,0.000032631033,0.000008696081,7.820827e-7,0.000041118503,0.00933643,0.9786801,0.000057385405,0.0010420721,0.00013985034],"about_ca_topic_score_codex":0.000020178126,"about_ca_topic_score_gemma":0.00003768893,"teacher_disagreement_score":0.03515634,"about_ca_system_score_codex":0.000010018982,"about_ca_system_score_gemma":0.0000085027095,"threshold_uncertainty_score":0.36209252},"labels":[],"label_agreement":null},{"id":"W1597197938","doi":"","title":"MEMS based acoustic pressure measurements","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microelectromechanical systems; Microphone; Acoustics; Pressure sensor; Electret; Robustness (evolution); Sound pressure; Materials science; Sensitivity (control systems); Electronics; Pressure measurement; SIGNAL (programming language); Electronic engineering; Engineering; Electrical engineering; Mechanical engineering; Computer science; Optoelectronics; Physics","score_opus":0.019227475794297188,"score_gpt":0.22026751493946134,"score_spread":0.20104003914516416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597197938","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25947496,0.003041048,0.6956858,0.00019350997,0.0035705068,0.0007597889,0.00024898833,0.0030167603,0.034008637],"genre_scores_gemma":[0.99438375,0.000022076307,0.0049831225,0.0001778826,0.000097938115,0.000006143467,0.00000839347,0.00004701924,0.00027366373],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989727,0.0000011758544,0.00015732153,0.00013839104,0.00015616187,0.0005742325],"domain_scores_gemma":[0.9992735,0.000035439727,0.000016913578,0.00028669875,0.00006265373,0.00032481842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013926905,0.00016008114,0.00012815381,0.0002155362,0.000083053535,0.000019994784,0.00019678587,0.00017958003,0.00006568607],"category_scores_gemma":[0.00012045422,0.00017344153,0.0000303315,0.00021128997,0.000048445818,0.00005468764,0.000008605031,0.00021643833,0.000035569086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028802767,0.000007211133,0.00019446498,0.00008758825,0.000043517604,0.00008034316,0.000026144335,0.25876036,0.71590066,0.000037237376,0.013820471,0.011039124],"study_design_scores_gemma":[0.0027895474,0.00024767205,0.068630934,0.00037045026,0.0006820222,0.000053093725,0.0009586212,0.16775553,0.33674955,0.0019036372,0.4161222,0.003736728],"about_ca_topic_score_codex":0.0009199413,"about_ca_topic_score_gemma":0.016674507,"teacher_disagreement_score":0.7349088,"about_ca_system_score_codex":0.0002277422,"about_ca_system_score_gemma":0.00010234278,"threshold_uncertainty_score":0.93047667},"labels":[],"label_agreement":null},{"id":"W1598900035","doi":"10.1109/icmens.2005.7","title":"MEMS Relays/Switches","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micralyne","funders":"","keywords":"Microfabrication; Microelectromechanical systems; Relay; Voltage; Electronic engineering; SIGNAL (programming language); Power (physics); Computer science; Coupling (piping); Radio frequency; Electrical engineering; Materials science; Engineering; Nanotechnology; Mechanical engineering; Fabrication; Physics","score_opus":0.004257602803410817,"score_gpt":0.17219528945987514,"score_spread":0.16793768665646433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598900035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7412307,0.0006606005,0.013422637,0.000104552484,0.00018111484,0.000077441095,9.1764275e-7,0.0038807667,0.24044122],"genre_scores_gemma":[0.99013937,0.000060752325,0.0068100453,0.000010447858,0.000044872202,0.00001297869,0.0000011790171,0.000013594998,0.0029067497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997366,1.2637226e-7,0.00006297872,0.000055254048,0.00003324379,0.00011181301],"domain_scores_gemma":[0.9998652,0.0000078358635,0.000004152369,0.00010969606,0.0000045297784,0.000008613168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000012470968,0.000055559907,0.000053086485,0.00002741978,0.00001550302,0.0000060119164,0.000053604435,0.000046670863,0.000041123927],"category_scores_gemma":[0.000003215522,0.000045991,0.000016633065,0.00006490842,0.000014082949,0.00005817275,0.0000109072425,0.000057808258,0.00006796711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.270332e-7,0.00000954583,0.00018570937,0.000013496433,0.0000074644677,0.000005553313,0.000008790993,0.006598135,0.9255695,0.018016415,0.026803982,0.022780593],"study_design_scores_gemma":[0.00009151846,0.000008669772,0.0012021636,0.0000045247816,0.0000020724385,0.0000036803654,0.00004453533,0.0003487127,0.78665584,0.019188408,0.19231176,0.00013808413],"about_ca_topic_score_codex":0.000020349438,"about_ca_topic_score_gemma":0.000037313046,"teacher_disagreement_score":0.24890864,"about_ca_system_score_codex":0.000012558002,"about_ca_system_score_gemma":9.608293e-7,"threshold_uncertainty_score":0.18754587},"labels":[],"label_agreement":null},{"id":"W1599575459","doi":"10.1109/ccece.2015.7129482","title":"Effect of image degradation on nm-scale MEMS FFT optical displacement measurements","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fast Fourier transform; Displacement (psychology); Microelectromechanical systems; Actuator; Materials science; Optics; Degradation (telecommunications); Acoustics; Scale (ratio); Focus (optics); Computer science; Computer vision; Artificial intelligence; Physics; Optoelectronics; Algorithm; Telecommunications","score_opus":0.022992313522947574,"score_gpt":0.2715820938575089,"score_spread":0.24858978033456136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599575459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95572627,0.0000561442,0.019809388,0.00003595649,0.00019579388,0.00021927546,0.0000017837789,0.00041090636,0.02354448],"genre_scores_gemma":[0.9910246,0.00001457862,0.00866577,0.0000054686075,0.00001577514,0.000026639904,0.000005191648,0.000016406677,0.00022556592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999413,0.0000044107555,0.00012824577,0.000098501885,0.0002166951,0.00013912798],"domain_scores_gemma":[0.99969923,0.000033816257,0.000015419047,0.00017607727,0.00002735527,0.000048126774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020630444,0.000106129475,0.00013762758,0.00004723252,0.000011884088,0.000006653522,0.000078481295,0.000053456,0.000013381359],"category_scores_gemma":[0.000068849826,0.00007793712,0.000028628889,0.00007178937,0.00002844697,0.00008678592,0.000023266268,0.00007252066,0.00003477948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006439187,0.000040410356,0.0002357477,0.00006789943,0.000028342069,0.0000012965583,0.000024310477,0.0015912887,0.97052526,0.00027925585,0.0019737699,0.025167996],"study_design_scores_gemma":[0.00055765605,0.00045191692,0.00015833965,0.000022664557,0.000011626491,5.821294e-7,0.000030310752,0.0009833269,0.99696636,0.0000874503,0.0006418941,0.0000878507],"about_ca_topic_score_codex":0.000005456439,"about_ca_topic_score_gemma":0.00000922386,"teacher_disagreement_score":0.03529833,"about_ca_system_score_codex":0.00007231608,"about_ca_system_score_gemma":0.0000035432743,"threshold_uncertainty_score":0.31781834},"labels":[],"label_agreement":null},{"id":"W1601574072","doi":"10.1109/jsen.2015.2429124","title":"Design and Modeling of a Chevron MEMS Strain Sensor With High Linearity and Sensitivity","year":2015,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sensitivity (control systems); Linearity; Capacitance; Finite element method; Materials science; Microelectromechanical systems; Electronic engineering; Fabrication; Acoustics; Engineering; Structural engineering; Optoelectronics; Physics","score_opus":0.03978162244964501,"score_gpt":0.2395387291574966,"score_spread":0.1997571067078516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601574072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86177295,0.000203113,0.13768007,0.00004081494,0.00009470874,0.000074462936,0.0000054056195,0.00010131981,0.00002714918],"genre_scores_gemma":[0.93100667,0.0002733384,0.06861244,0.000005107317,0.000068524234,6.363736e-7,2.6316158e-7,0.000021631826,0.000011376843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934554,0.000019940959,0.00017314404,0.000114608316,0.00014652983,0.00020020916],"domain_scores_gemma":[0.99957174,0.000057121244,0.000051668427,0.00009884093,0.00009648859,0.00012413101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038830045,0.00014417227,0.00023742225,0.00008370509,0.000050253795,0.00002762435,0.000026042051,0.00009751555,6.872168e-7],"category_scores_gemma":[0.000043698372,0.0001147226,0.000016125174,0.00007383276,0.00008781116,0.00015236826,0.000012179646,0.0003598026,3.848428e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045707344,0.000008063099,0.000021764414,0.000018895122,0.000031704712,0.00010521263,0.0002379745,0.68893,0.30870083,0.000007945914,0.00002270861,0.0018692017],"study_design_scores_gemma":[0.0010181802,0.00026109684,0.00016891306,0.00010358823,0.000039374983,0.0025161223,0.0008876779,0.77293795,0.2202926,0.0014372584,0.00004170919,0.0002955377],"about_ca_topic_score_codex":0.00001940718,"about_ca_topic_score_gemma":0.000010809273,"teacher_disagreement_score":0.08840823,"about_ca_system_score_codex":0.000029455545,"about_ca_system_score_gemma":0.000019918038,"threshold_uncertainty_score":0.46782517},"labels":[],"label_agreement":null},{"id":"W1616312576","doi":"10.1109/ccece.2005.1557268","title":"Fuse-tethers in MEMS: theory and operation","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fuse (electrical); Joule heating; Microelectromechanical systems; Joule effect; Fabrication; Reliability (semiconductor); Joule (programming language); Substrate (aquarium); Materials science; Process (computing); Electric heating; Mechanical engineering; Engineering; Optoelectronics; Computer science; Electrical engineering; Composite material; Physics","score_opus":0.003124273769710036,"score_gpt":0.1914175126333341,"score_spread":0.18829323886362406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1616312576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98055965,0.00045755217,0.0052255583,0.00002949073,0.000029764646,0.000042446733,2.8215916e-7,0.00036862076,0.013286643],"genre_scores_gemma":[0.99787265,0.00011653149,0.0017172678,0.000011785302,0.00001000914,0.000006127171,6.4863576e-7,0.0000065012423,0.0002584875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982464,0.0000011698233,0.000048766582,0.00004571712,0.000016834034,0.00006285581],"domain_scores_gemma":[0.9999236,0.000017706172,0.000002325917,0.000049813167,0.0000019762801,0.0000045641623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004739577,0.000037678918,0.000038676273,0.000033328775,0.00000879677,0.0000064406777,0.000021004707,0.000033709017,0.00002260353],"category_scores_gemma":[0.0000058291535,0.000031229807,0.0000041264566,0.000035721958,0.000015208834,0.00007208626,0.0000069411412,0.00004083917,0.0000040404752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005671711,0.000012561865,0.00055208436,0.000017810404,0.0000049253176,0.0000054134357,0.00016026587,0.022462891,0.7835097,0.1582182,0.0008889544,0.03416157],"study_design_scores_gemma":[0.0006912157,0.000033842112,0.010764337,0.000022734117,0.0000039028764,0.0000056383774,0.0024874168,0.0032901757,0.82162005,0.14864352,0.012079342,0.00035785633],"about_ca_topic_score_codex":0.000029468354,"about_ca_topic_score_gemma":0.00014389296,"teacher_disagreement_score":0.038110375,"about_ca_system_score_codex":0.0000100664665,"about_ca_system_score_gemma":7.7603625e-7,"threshold_uncertainty_score":0.12735146},"labels":[],"label_agreement":null},{"id":"W1644701606","doi":"10.1109/led.2015.2464713","title":"Wafer-Level Vacuum-Encapsulated Lamé Mode Resonator With f-Q Product of $2.23 \\times 10^{13}$ Hz","year":2015,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Resonator; Wafer; Microelectromechanical systems; Silicon; Materials science; Optoelectronics; Q factor; Electrical engineering; Engineering","score_opus":0.019712598944749016,"score_gpt":0.23679844261491959,"score_spread":0.21708584367017056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1644701606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941625,0.0012282205,0.001554182,0.0013735296,0.00015658881,0.00028297325,0.000012229182,0.0009145408,0.00031525496],"genre_scores_gemma":[0.9938837,0.000071755974,0.0050424924,0.0002752629,0.00010751406,0.000044797016,0.000013904549,0.00008833704,0.00047222563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984818,0.0000126297,0.0002779557,0.0003441371,0.0002992785,0.0005842185],"domain_scores_gemma":[0.9991928,0.000033188437,0.00008016092,0.00050597754,0.00010072668,0.00008717873],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011732138,0.00030704567,0.00034924276,0.00017235382,0.00003855367,0.000017420849,0.0003265722,0.000110865505,0.000009501331],"category_scores_gemma":[0.000033593875,0.00026367352,0.00005022704,0.00046774445,0.00008619387,0.0002669572,0.000024592704,0.00037237175,0.000041253148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064855194,0.00002400103,0.000064292726,0.00006609102,0.000098777775,0.000018451445,0.00014534005,0.017541617,0.95720273,0.00005636835,0.023516659,0.0012008408],"study_design_scores_gemma":[0.00062108313,0.00018299828,0.00018131881,0.000058584843,0.0000347676,0.000020356507,0.000048111855,0.001162542,0.9852927,0.0002129258,0.011792542,0.00039207825],"about_ca_topic_score_codex":0.000047327205,"about_ca_topic_score_gemma":0.00007506992,"teacher_disagreement_score":0.028089983,"about_ca_system_score_codex":0.0001550201,"about_ca_system_score_gemma":0.000050555194,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W1660756807","doi":"","title":"SEARCHING FOR THE 506-nm PYROXENE ABSORPTION BAND IN METEORITE SPECTRA. E. A.","year":2009,"lang":"en","type":"article","venue":"M&PSA","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Pyroxene; Meteorite; Absorption spectroscopy; Spectral line; Absorption (acoustics); Materials science; Geology; Mineralogy; Physics; Olivine; Astrobiology; Optics; Astronomy","score_opus":0.015101743289434717,"score_gpt":0.25400620644497335,"score_spread":0.23890446315553862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1660756807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96057564,0.0016016746,0.033184357,0.00094093155,0.00024723323,0.0003814052,0.0000060469515,0.00060726143,0.0024554583],"genre_scores_gemma":[0.9952352,0.0005039311,0.0039094603,0.000040316296,0.0000925065,0.000023966422,0.0000025836332,0.000014061612,0.00017797785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994799,0.0000022873617,0.00011029155,0.000107672146,0.00006789007,0.00023197883],"domain_scores_gemma":[0.9997098,0.000078140125,0.000012229728,0.00017437678,0.000008408991,0.00001705487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013762862,0.00009022876,0.0001010276,0.00007397988,0.00005365723,0.000021302369,0.00012300696,0.000055527653,0.0000071190057],"category_scores_gemma":[0.000036627054,0.00006812482,0.00003745357,0.00013929047,0.000018931658,0.00009965095,0.000009067914,0.00014454509,0.000008011679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001733077,0.000013740946,0.00001968628,0.000021546264,0.000013151378,0.000005046968,0.00019768062,0.016471045,0.7711772,0.0036710533,0.0002885765,0.20810398],"study_design_scores_gemma":[0.0012530385,0.0002601679,0.026434906,0.00010527644,0.000023707684,0.000010382451,0.00037561022,0.025499538,0.7899626,0.063667186,0.09188804,0.00051956996],"about_ca_topic_score_codex":0.000011565962,"about_ca_topic_score_gemma":0.00006865144,"teacher_disagreement_score":0.20758441,"about_ca_system_score_codex":0.000046410667,"about_ca_system_score_gemma":0.000003279948,"threshold_uncertainty_score":0.27780497},"labels":[],"label_agreement":null},{"id":"W1670581350","doi":"10.1109/icinfa.2015.7279648","title":"Model design based on MEMS gyroscope random error","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary; Charles Stark Draper Laboratory","keywords":"Vibrating structure gyroscope; Allan variance; Gyroscope; Kalman filter; Noise (video); Microelectromechanical systems; Correctness; Rate integrating gyroscope; Compensation (psychology); Control theory (sociology); Computer science; Algorithm; Engineering; Mathematics; Artificial intelligence; Physics; Statistics; Standard deviation; Aerospace engineering","score_opus":0.07995397184829404,"score_gpt":0.26879048566689867,"score_spread":0.1888365138186046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1670581350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013482261,0.00008710516,0.9614743,0.000099732235,0.0001465604,0.00017155906,0.0000016867671,0.0017493994,0.022787426],"genre_scores_gemma":[0.8470072,0.000015491005,0.1518882,0.00011672628,0.000016891458,0.000041321175,0.0000013706558,0.000030006742,0.0008827693],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995187,0.0000021533026,0.00009284358,0.00010792944,0.00010363348,0.00017473089],"domain_scores_gemma":[0.9996443,0.0000427262,0.000008586507,0.00022549785,0.000019062703,0.00005984483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100640355,0.000113720045,0.00012858215,0.000060460763,0.000018857365,0.000010690193,0.00010960469,0.00007613563,0.000016340799],"category_scores_gemma":[0.000060879,0.00008841933,0.000026134261,0.000083618135,0.00002017248,0.000075150136,0.000012067391,0.00010083838,0.000062927174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038469654,0.000009347461,8.455152e-7,0.0000037342002,0.0000032662495,0.0000020768557,0.000013947947,0.9615365,0.0281299,0.00020206653,0.008437662,0.0016221314],"study_design_scores_gemma":[0.0011014541,0.000050495833,0.0000011817561,0.000007792526,0.000002849919,3.2365026e-7,0.000028915589,0.81136644,0.18355796,0.002405824,0.0013626147,0.000114176444],"about_ca_topic_score_codex":0.0000027153287,"about_ca_topic_score_gemma":0.0000032273438,"teacher_disagreement_score":0.83352494,"about_ca_system_score_codex":0.000042600546,"about_ca_system_score_gemma":0.0000169953,"threshold_uncertainty_score":0.36056358},"labels":[],"label_agreement":null},{"id":"W1677029478","doi":"10.1109/newcas.2004.1359034","title":"Q-factor estimation of fabricated MEMS parallel-plate variable capacitors in MUMPs","year":2004,"lang":"en","type":"article","venue":"The 2nd Annual IEEE Northeast Workshop on Circuits and Systems, 2004. NEWCAS 2004.","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Capacitor; Capacitance; Microelectromechanical systems; Variable capacitor; Variable (mathematics); Quality (philosophy); Q factor; Relation (database); Electronic engineering; Computer science; Materials science; Electrical engineering; Optoelectronics; Engineering; Physics; Voltage; Mathematics","score_opus":0.02322253326729424,"score_gpt":0.24248898716207937,"score_spread":0.21926645389478513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1677029478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767426,0.0035430307,0.01587377,0.00012355778,0.0010936388,0.000843061,0.00016521938,0.00050776073,0.0011073233],"genre_scores_gemma":[0.99887353,0.00034118327,0.00021805693,0.00002261419,0.00014626975,0.000064274696,0.000015407813,0.00006783559,0.00025081114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978781,0.00003171683,0.00075086585,0.0003870407,0.0003444546,0.00060782285],"domain_scores_gemma":[0.9989104,0.00015944123,0.00018806981,0.00052344764,0.00009247774,0.00012616525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030400173,0.0004335137,0.0006348344,0.000268673,0.00015655335,0.00006248515,0.00031569126,0.00032515658,0.0000120419445],"category_scores_gemma":[0.00006015561,0.00032699393,0.00007160389,0.0007173993,0.00017261185,0.00032101403,0.00002354405,0.00052527804,0.000024108494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025727559,0.00008721949,0.00012567162,0.00015863604,0.000067386725,0.000020374231,0.0012892219,0.9812494,0.004158887,0.0014328369,0.0002461689,0.011138478],"study_design_scores_gemma":[0.072123714,0.006811885,0.06549416,0.04721853,0.0016277124,0.0041186376,0.13099745,0.3717461,0.09273311,0.10231802,0.07487234,0.029938351],"about_ca_topic_score_codex":0.0006382965,"about_ca_topic_score_gemma":0.00015241758,"teacher_disagreement_score":0.60950327,"about_ca_system_score_codex":0.00017873888,"about_ca_system_score_gemma":0.00005134618,"threshold_uncertainty_score":0.9999182},"labels":[],"label_agreement":null},{"id":"W1708954811","doi":"10.1115/imece2014-40012","title":"A Parametric Study of the Response of a Beam-Rigid-Body Microgyroscope","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cantilever; Gyroscope; Beam (structure); Parametric statistics; Rigid body; Eccentricity (behavior); Mechanics; Physics; Materials science; Acoustics; Classical mechanics; Optics; Mathematics","score_opus":0.006719678868198084,"score_gpt":0.2239215905461087,"score_spread":0.21720191167791061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1708954811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984994,0.000077027944,0.00048393197,0.000013551823,0.00007769509,0.00019841039,0.0000013542245,0.00016270527,0.00048593283],"genre_scores_gemma":[0.9985293,0.000013204972,0.0012445895,0.0000064595943,0.000004134682,0.0000109847315,6.292347e-8,0.000011321952,0.00017990846],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953055,0.000012294765,0.00017871187,0.00008208624,0.00008865989,0.00010770732],"domain_scores_gemma":[0.99933815,0.0001743658,0.000038104256,0.0004136294,0.000023877325,0.00001189362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001671553,0.00007679176,0.00016358706,0.00011488622,0.000017681981,0.0000024831575,0.00021898813,0.000047389465,0.000008514454],"category_scores_gemma":[0.000270787,0.00004841999,0.00003454895,0.00048529025,0.000048464088,0.000029158757,0.00006718893,0.000086290805,0.0000027544709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046596255,0.0001193225,0.0012552788,0.000021441887,0.00002503907,3.2137748e-7,0.00013267793,0.0019228604,0.9945725,0.00015769123,0.00021048775,0.0015357778],"study_design_scores_gemma":[0.0004148749,0.00034508237,0.024728108,0.000013945654,0.000011596019,0.0000010692507,0.00060775876,0.00027795852,0.972026,0.00021308466,0.0012864999,0.00007400466],"about_ca_topic_score_codex":0.000027887578,"about_ca_topic_score_gemma":0.000014622764,"teacher_disagreement_score":0.023472829,"about_ca_system_score_codex":0.000011445182,"about_ca_system_score_gemma":0.0000048585803,"threshold_uncertainty_score":0.197451},"labels":[],"label_agreement":null},{"id":"W1760146090","doi":"10.1109/ccece.2000.849608","title":"Frequency changes in aerodynamically excited resonating micromachined beams","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Surface micromachining; Excited state; Resonance (particle physics); Optics; Laser; Optoelectronics; Atomic physics; Physics; Fabrication","score_opus":0.009623407700905074,"score_gpt":0.1960114394538682,"score_spread":0.18638803175296312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1760146090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811581,0.00084360084,0.0015502867,0.00035398177,0.00008556376,0.0001102159,0.000003070084,0.0015016268,0.014393569],"genre_scores_gemma":[0.969203,0.00038507557,0.029813875,0.000055148288,0.00002292033,0.000023599592,0.0000032884077,0.000027853996,0.00046525124],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940467,0.0000025131415,0.00013931344,0.00013937445,0.000063800086,0.00025032766],"domain_scores_gemma":[0.9997532,0.000032868866,0.000013285355,0.00016605912,0.000009627331,0.000024975812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040140978,0.00012044303,0.00012854593,0.00013922444,0.00002373652,0.000010606821,0.00013314214,0.00009877929,0.0001794784],"category_scores_gemma":[0.000049363214,0.00010995877,0.00001885562,0.00026646236,0.000024735693,0.00007663489,0.00002862293,0.00019315061,0.000026988027],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.7718236e-7,0.0000202354,0.0004475373,0.000022893319,0.000007114599,0.000022070366,0.00012227184,0.0007267608,0.948101,0.00087072875,0.0002909348,0.049367797],"study_design_scores_gemma":[0.003969862,0.00037380902,0.052068647,0.00050974445,0.000023529172,0.00008377008,0.0011105671,0.47009006,0.43091014,0.02326512,0.014361512,0.0032332076],"about_ca_topic_score_codex":0.000038514103,"about_ca_topic_score_gemma":0.00081277767,"teacher_disagreement_score":0.5171908,"about_ca_system_score_codex":0.000053327927,"about_ca_system_score_gemma":7.7239173e-7,"threshold_uncertainty_score":0.44839883},"labels":[],"label_agreement":null},{"id":"W1819587875","doi":"10.1149/ma2012-02/39/2947","title":"Hybrid Sublimation ECR-PECVD System for Fabrication of Rare Earth Doped Silicon Based Thin Film Structures","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sublimation (psychology); Rare earth; Fabrication; Doping; Materials science; Plasma-enhanced chemical vapor deposition; Silicon; Thin film; Optoelectronics; Nanotechnology; Metallurgy","score_opus":0.014372239743467862,"score_gpt":0.2301824773742529,"score_spread":0.21581023763078505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819587875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262094,0.00038090572,0.0013496771,0.000021095915,0.0004489727,0.00032409877,0.0000392508,0.00075175863,0.004063305],"genre_scores_gemma":[0.986826,0.000008180393,0.012887941,0.0000055236355,0.00012732633,0.000037685328,0.00005800869,0.000032360407,0.000016980923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912184,0.000007022761,0.00033421724,0.0001271997,0.00013347459,0.0002762215],"domain_scores_gemma":[0.9992791,0.00017131893,0.00017850407,0.00023448915,0.00008761366,0.00004901282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025891716,0.00014691005,0.00018959086,0.00010864942,0.000069718604,0.00002011126,0.00011801183,0.000093534865,0.0000042150687],"category_scores_gemma":[0.00036635672,0.0001407047,0.00005350642,0.00008779385,0.000020910626,0.0002454971,0.000014008862,0.000118603406,0.00000558482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013227283,0.000015554113,0.00018744002,0.0006545702,0.0000152281855,5.685615e-7,0.00012442135,0.48836002,0.50875884,0.00011768552,0.00034099063,0.0014114841],"study_design_scores_gemma":[0.00025736666,0.000020116566,0.008624762,0.0001364516,0.000015056247,0.0000027995802,0.00024767607,0.022176804,0.9672747,0.00012254562,0.0009739892,0.00014770313],"about_ca_topic_score_codex":0.000017171962,"about_ca_topic_score_gemma":0.0000027884344,"teacher_disagreement_score":0.46618322,"about_ca_system_score_codex":0.000048503545,"about_ca_system_score_gemma":0.000011662598,"threshold_uncertainty_score":0.5737771},"labels":[],"label_agreement":null},{"id":"W1832236188","doi":"10.1115/detc2015-47409","title":"Torsion Based Universal MEMS Logic Device","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"XNOR gate; NAND gate; Inverter; Microelectromechanical systems; Logic gate; Electronic engineering; Fabrication; Computer science; Electrical engineering; Torsion (gastropod); Power consumption; Materials science; Optoelectronics; Power (physics); Engineering; Physics; Voltage","score_opus":0.03132935940999509,"score_gpt":0.23466910634176139,"score_spread":0.2033397469317663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832236188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7299283,0.0006121011,0.12112276,0.00040258895,0.0007480256,0.00016810755,0.000002820901,0.0062235584,0.1407917],"genre_scores_gemma":[0.9781969,0.0000193446,0.02121678,0.00006698413,0.000021533098,0.000002166568,0.0000021600865,0.000011195484,0.00046293062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997143,8.4674195e-7,0.00004822894,0.000066545275,0.00005799165,0.00011206727],"domain_scores_gemma":[0.99980295,0.000010436787,0.0000055832197,0.000118666656,0.000019218092,0.000043143762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003070204,0.00006346704,0.0000604006,0.00003955438,0.000012954367,0.000005103535,0.000078492834,0.000058249665,0.000039139115],"category_scores_gemma":[0.000017420243,0.00005195337,0.000014545185,0.00009790231,0.000015173336,0.00008350737,0.000018313656,0.00006174111,0.00006850881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004398176,0.00008777515,0.00039527848,0.00008084197,0.00004601991,0.00011070779,0.00020523091,0.112145044,0.7140727,0.03332882,0.08594967,0.053533953],"study_design_scores_gemma":[0.00079438236,0.0001182886,0.00011813556,0.000018422576,0.00000868681,0.0000034801415,0.000981032,0.025307983,0.6648954,0.004027859,0.3033689,0.0003574317],"about_ca_topic_score_codex":0.000012803253,"about_ca_topic_score_gemma":0.00001775257,"teacher_disagreement_score":0.24826857,"about_ca_system_score_codex":0.000054163032,"about_ca_system_score_gemma":0.000007873461,"threshold_uncertainty_score":0.2118597},"labels":[],"label_agreement":null},{"id":"W1858501759","doi":"10.1109/sensor.1997.613746","title":"Patterns for concave corner compensation between vertical [010]-[001] planes on Si(100) anisotropically etched in TMAH","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Technical University of Nova Scotia; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Wafer; Perpendicular; Compensation (psychology); Etching (microfabrication); Optics; Silicon; Materials science; Square (algebra); Geometry; Optoelectronics; Layer (electronics); Physics; Composite material; Mathematics","score_opus":0.0380567432694096,"score_gpt":0.2473339176996798,"score_spread":0.2092771744302702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1858501759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860153,0.000028153634,0.011809487,0.00028127848,0.00009931175,0.00026347482,0.000023479604,0.00056035205,0.0009191396],"genre_scores_gemma":[0.9977677,0.0000624827,0.0017787066,0.00010398993,0.00006683616,0.00003843532,0.00003269715,0.000024311132,0.00012487729],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992608,0.000003666387,0.00021189464,0.00017040054,0.000090556256,0.000262727],"domain_scores_gemma":[0.9995575,0.00020966861,0.000011813983,0.00016256879,0.00001651261,0.000041915293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027124066,0.0001432514,0.00021261389,0.00007236921,0.000025725096,0.000015004382,0.00010567804,0.00016046716,0.00016370806],"category_scores_gemma":[0.00004060162,0.0001246901,0.000032686807,0.00005824471,0.000026054167,0.000069264395,0.000019656398,0.00016858414,0.000074716416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029650982,0.0010124579,0.141498,0.00080651994,0.00042264722,0.00017806848,0.0017545712,0.024256358,0.3201654,0.06771523,0.020873763,0.42102048],"study_design_scores_gemma":[0.010244,0.002118949,0.49491644,0.0002664204,0.00008790146,0.0000138350415,0.001069305,0.13925207,0.29710722,0.0085566975,0.044126533,0.0022406476],"about_ca_topic_score_codex":0.000015673908,"about_ca_topic_score_gemma":0.000085958694,"teacher_disagreement_score":0.41877985,"about_ca_system_score_codex":0.00006676509,"about_ca_system_score_gemma":0.0000018949069,"threshold_uncertainty_score":0.5084714},"labels":[],"label_agreement":null},{"id":"W1897132364","doi":"10.1109/icmens.2003.1221974","title":"RF MEMS devices","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Variable capacitor; Capacitor; Inductor; Electrical engineering; Electronic engineering; Radio frequency; Materials science; Engineering; Optoelectronics; Voltage","score_opus":0.008817871191516665,"score_gpt":0.21617313198176422,"score_spread":0.20735526079024755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897132364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93099463,0.00047317782,0.012940487,0.00013800584,0.00014212071,0.000039251725,4.979098e-7,0.0025032433,0.05276857],"genre_scores_gemma":[0.99253464,0.00010763839,0.0071064793,0.00003508124,0.000017857776,0.000004723392,3.6941992e-7,0.0000085254915,0.00018466508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997876,4.0086142e-8,0.00004355729,0.000045656136,0.000029143413,0.00009397562],"domain_scores_gemma":[0.9998894,0.0000037971722,0.0000029928703,0.00008645532,0.000004085634,0.000013286655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000008823397,0.000045965702,0.000043751297,0.000022077966,0.000013973807,0.0000054688903,0.000057485468,0.000033121378,0.00002921165],"category_scores_gemma":[0.000003756595,0.000037029557,0.000012255505,0.000058553986,0.000011579996,0.000069102774,0.0000107149945,0.00004519209,0.000082168706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.742265e-7,0.0000136189165,0.00009210298,0.00003358643,0.000022334949,0.000013200756,0.000063227344,0.035759963,0.9021174,0.017508414,0.0010789513,0.043296274],"study_design_scores_gemma":[0.00014644858,0.000012810162,0.00055176637,0.000009421588,0.0000017438997,0.0000037368686,0.000113404065,0.000029001843,0.92817986,0.01441333,0.056422833,0.00011563017],"about_ca_topic_score_codex":0.000009100603,"about_ca_topic_score_gemma":0.000058574802,"teacher_disagreement_score":0.06154001,"about_ca_system_score_codex":0.00001650423,"about_ca_system_score_gemma":0.0000017606358,"threshold_uncertainty_score":0.15100214},"labels":[],"label_agreement":null},{"id":"W1899399701","doi":"10.1109/aps.2003.1217479","title":"Fabrication and modeling of an SP3T RF MEMS switch","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crossover switch; Microelectromechanical systems; Crossbar switch; Electronic engineering; Port (circuit theory); Analogue switch; Computer science; Chip; Wideband; Electrical engineering; Engineering; Voltage; Materials science; Optoelectronics","score_opus":0.016543667894819973,"score_gpt":0.23792599658803557,"score_spread":0.22138232869321559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899399701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8261887,0.00014583442,0.17203651,0.000019976405,0.000020902618,0.000031421303,3.6515885e-7,0.0002993771,0.0012569267],"genre_scores_gemma":[0.9779168,0.00016945893,0.021878485,0.000003959613,0.00000903328,0.0000028469246,8.5708984e-7,0.0000070324513,0.000011577514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977994,1.3745503e-7,0.00006982603,0.000057511887,0.000031392723,0.00006117642],"domain_scores_gemma":[0.999865,0.0000025502727,0.000006621732,0.00009804879,0.000013990378,0.000013817485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018345816,0.000041512816,0.000055861714,0.00003169731,0.000011179896,0.0000032060088,0.000036220306,0.00003577658,0.0000023529137],"category_scores_gemma":[0.000007150101,0.000036646274,0.0000066855587,0.000052530377,0.000009810479,0.000112761045,0.000009876618,0.00003659576,0.0000010230716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.856417e-7,0.0000074396726,0.000009001788,0.000016216596,0.0000039081174,3.419724e-7,0.0000677005,0.43943185,0.5352674,0.0019568882,0.0000030278227,0.023235243],"study_design_scores_gemma":[0.00025986126,0.000040504747,0.00018057636,0.000016771482,0.0000044282947,0.000003297473,0.0003759524,0.17433214,0.79045475,0.034086097,0.000120119126,0.00012548866],"about_ca_topic_score_codex":0.00003677722,"about_ca_topic_score_gemma":0.000018948658,"teacher_disagreement_score":0.2650997,"about_ca_system_score_codex":0.000010971606,"about_ca_system_score_gemma":0.00000198715,"threshold_uncertainty_score":0.14943916},"labels":[],"label_agreement":null},{"id":"W1912981666","doi":"10.1109/pesc.2001.954377","title":"Analysis and modeling of a Rosen type piezoelectric transformer","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformer; Equivalent circuit; Transmission line; Boundary value problem; Electronic engineering; Multi-mode optical fiber; Piezoelectricity; Acoustics; RLC circuit; Computer science; Electrical engineering; Capacitor; Mathematical analysis; Engineering; Physics; Mathematics; Voltage; Telecommunications","score_opus":0.016905076165393176,"score_gpt":0.21234948098480053,"score_spread":0.19544440481940734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912981666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81164217,0.0015762057,0.17809848,0.00001532959,0.000011897145,0.00003355256,6.1416347e-7,0.00026329266,0.008358435],"genre_scores_gemma":[0.99444914,0.0019675037,0.0034278242,0.00000313229,0.0000028528355,0.0000012661025,3.471087e-7,0.000005730855,0.00014221919],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997518,3.7724524e-7,0.00007776205,0.000053850483,0.000033037628,0.0000831712],"domain_scores_gemma":[0.9998973,0.0000063492303,0.0000043859486,0.0000685956,0.000011054537,0.000012301468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000012856693,0.000047085796,0.000105696774,0.00014673355,0.000009665916,0.0000025081963,0.000029110335,0.00003610416,0.00005336459],"category_scores_gemma":[0.000004199961,0.000039357394,0.000025243533,0.00055397267,0.000008634404,0.000046374247,0.0000023368034,0.000043397744,0.0000019038682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005170289,0.000027204516,0.00085664523,0.000064624684,0.0005711028,0.0000021651738,0.00030280332,0.3677031,0.1760071,0.0006635475,0.00009766873,0.45369884],"study_design_scores_gemma":[0.00005894883,0.000018683608,0.000056343924,0.0000015837746,0.000057044293,6.462234e-7,0.000023212602,0.9810404,0.018348522,0.00022739221,0.00010712027,0.000060081846],"about_ca_topic_score_codex":0.000010732145,"about_ca_topic_score_gemma":0.000020276007,"teacher_disagreement_score":0.6133373,"about_ca_system_score_codex":0.0000048809293,"about_ca_system_score_gemma":4.556494e-7,"threshold_uncertainty_score":0.16049479},"labels":[],"label_agreement":null},{"id":"W1916413816","doi":"10.1109/aps.1987.1149877","title":"Guidance of waves by dielectric gratings--A general formulation","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Dielectric; Optics; Computer science; Materials science; Physics; Optoelectronics","score_opus":0.0051170411414606315,"score_gpt":0.21272017926784995,"score_spread":0.2076031381263893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1916413816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952038,0.0010872812,0.03434473,0.00004799713,0.000030104244,0.0000549105,0.0000018554387,0.00049251074,0.011902613],"genre_scores_gemma":[0.95594996,0.00018683793,0.042943556,0.000013590741,0.000026180825,0.0000050956837,0.0000023177547,0.000008569759,0.0008638775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967784,4.930492e-7,0.00011761481,0.00005414123,0.000044895347,0.000105001694],"domain_scores_gemma":[0.99986845,0.0000086976925,0.000017094622,0.000083731,0.000012134682,0.000009884928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017982778,0.000056939414,0.000069775146,0.000034409226,0.000014403971,0.0000029857297,0.00005047006,0.000040393697,0.000013916815],"category_scores_gemma":[0.000012000449,0.000048623526,0.000017396886,0.00010466457,0.000007711873,0.000116868476,0.0000078063385,0.00004201197,0.0000032406053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.363673e-7,0.0000048250486,0.000036278223,0.000007729195,0.0000039022934,6.3499954e-8,0.00001599172,0.0056537786,0.9204678,0.0040166536,0.0028715222,0.06692072],"study_design_scores_gemma":[0.00007843575,0.000018852175,0.00037797677,0.000003712732,0.0000013977187,5.654684e-7,0.0000066268735,0.038963076,0.94876957,0.0007368271,0.010972421,0.000070564936],"about_ca_topic_score_codex":0.000004843075,"about_ca_topic_score_gemma":0.000010890151,"teacher_disagreement_score":0.066850156,"about_ca_system_score_codex":0.000017919445,"about_ca_system_score_gemma":0.0000013931693,"threshold_uncertainty_score":0.19828099},"labels":[],"label_agreement":null},{"id":"W1925146900","doi":"10.1109/icwsi.1992.171822","title":"A wafer scale dynamic thermal scene generator","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Redundancy (engineering); Wafer; Pixel; Transducer; Resistor; Computer science; Detector; Microcontroller; Electronic engineering; Electrical engineering; Computer hardware; Engineering; Computer vision; Voltage; Telecommunications","score_opus":0.004438246188418338,"score_gpt":0.19458803087938725,"score_spread":0.1901497846909689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925146900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627632,0.0004990281,0.00938253,0.000022707627,0.0001608238,0.00005441792,0.0000011733204,0.0010475805,0.026068533],"genre_scores_gemma":[0.9688581,0.00010162712,0.02974021,0.00003391699,0.000010737192,0.000012232098,6.93519e-7,0.000021578917,0.0012209102],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996361,0.0000013102672,0.00006844068,0.000083245504,0.000041933206,0.0001689671],"domain_scores_gemma":[0.9998011,0.0000050852695,0.000004430598,0.00015647137,0.000008000588,0.000024895597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022098267,0.00008151091,0.00007344883,0.000030125355,0.000026166725,0.000007872707,0.0000586616,0.000058936774,0.00016754075],"category_scores_gemma":[0.0000065071936,0.000066023575,0.000022683134,0.00007930075,0.00001947953,0.00005838814,0.000009196752,0.000075187876,0.000071925744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.308722e-7,0.00000794069,0.000049333044,0.000006769888,0.000008246758,0.0000030423387,0.000013346517,0.0023104649,0.97971034,0.001194997,0.00039473103,0.01630014],"study_design_scores_gemma":[0.00020006415,0.00001474227,0.0005735107,0.000005328963,0.000003608618,0.000006134803,0.000065021995,0.004352471,0.9660773,0.00075999426,0.027737577,0.00020424876],"about_ca_topic_score_codex":0.0000011831506,"about_ca_topic_score_gemma":0.000014823273,"teacher_disagreement_score":0.027342845,"about_ca_system_score_codex":0.000024765608,"about_ca_system_score_gemma":0.0000037909663,"threshold_uncertainty_score":0.26923633},"labels":[],"label_agreement":null},{"id":"W1928345216","doi":"","title":"Modelling and verification of XeF2 silicon micromachining","year":2009,"lang":"en","type":"article","venue":"International Journal of Nanomanufacturing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Xenon difluoride; Etching (microfabrication); Materials science; Silicon; Surface micromachining; Bulk micromachining; Microelectromechanical systems; Chamber pressure; Isotropy; Composite material; Optoelectronics; Optics; Fabrication; Metallurgy; Chemistry","score_opus":0.009975036321014732,"score_gpt":0.23025477579629292,"score_spread":0.22027973947527818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928345216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980734,0.0008643358,0.017801361,0.00008560026,0.00025388176,0.000021556481,0.0000014740508,0.000034833774,0.00020297883],"genre_scores_gemma":[0.9915689,0.0007142337,0.007616659,0.00001041863,0.00007756426,2.2958227e-7,6.1026196e-7,0.000006448665,0.0000049328855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947095,0.0000019737342,0.00027520524,0.000052191317,0.00012909037,0.000070580245],"domain_scores_gemma":[0.9997015,0.000025872288,0.00013339866,0.000054073476,0.000063417225,0.000021756496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071853734,0.0000700582,0.0001172333,0.0001735598,0.0000143530215,0.00001532615,0.00015856253,0.000040126786,0.0000028963948],"category_scores_gemma":[0.000013434893,0.00006499606,0.00003976518,0.000023474498,0.000016621812,0.0002282658,0.000012228844,0.00012581717,3.6424927e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022512699,0.000013492819,0.00006112985,0.00000839954,0.00004878559,0.000013067316,0.00023228992,0.35092273,0.5687288,0.0001750452,0.000014123941,0.0797596],"study_design_scores_gemma":[0.00030261936,0.0000571466,0.0022527985,0.00010749461,0.000008016407,0.00010464186,0.00008232764,0.011680613,0.981667,0.0027449573,0.0009105604,0.00008182381],"about_ca_topic_score_codex":0.0000019548067,"about_ca_topic_score_gemma":2.2346332e-7,"teacher_disagreement_score":0.41293818,"about_ca_system_score_codex":0.000036150766,"about_ca_system_score_gemma":0.0000054338143,"threshold_uncertainty_score":0.2650462},"labels":[],"label_agreement":null},{"id":"W1934779701","doi":"10.1109/iscas.2004.1329154","title":"Electrical connectivity analysis of a MEMS micropackage","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Interconnection; Interconnectivity; Microelectromechanical systems; Channel (broadcasting); Electronic engineering; Modular design; Computer science; Electrical engineering; Transmission line; Frequency domain; Electric power transmission; Engineering; Materials science; Telecommunications; Optoelectronics","score_opus":0.007087477343538021,"score_gpt":0.22220585991565264,"score_spread":0.21511838257211463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934779701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93101484,0.0001617055,0.06595484,0.000022743026,0.000019767112,0.000034628887,0.0000027412295,0.00042806152,0.0023606734],"genre_scores_gemma":[0.9954164,0.00008067489,0.0044548865,0.000007143718,0.000004183963,0.0000032461799,0.0000012145648,0.0000064480114,0.000025769568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966186,6.614713e-7,0.000092852,0.0000778194,0.000047601465,0.00011920377],"domain_scores_gemma":[0.99978983,0.000023662235,0.000011557407,0.00014445787,0.000013260476,0.000017244593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002722671,0.00006203334,0.0001805635,0.00019003927,0.000010815167,0.0000027278347,0.00006369577,0.000051893716,0.000025116216],"category_scores_gemma":[0.000025209843,0.000052753396,0.00007454436,0.00084386475,0.000025457091,0.00003987639,0.000012193531,0.00007242096,0.000004162715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017928381,0.000021870605,0.00015325773,0.0000046880855,0.00025268513,0.000002860663,0.000020757001,0.020937197,0.9710373,0.0038570878,0.000034119912,0.0036763838],"study_design_scores_gemma":[0.0001425185,0.000027214657,0.004121653,0.0000020616433,0.00009682817,0.0000010231818,0.000022194476,0.0008865628,0.99226755,0.00197849,0.0003667928,0.00008708674],"about_ca_topic_score_codex":0.00003904809,"about_ca_topic_score_gemma":0.00010822546,"teacher_disagreement_score":0.0644016,"about_ca_system_score_codex":0.000039068782,"about_ca_system_score_gemma":0.000004105341,"threshold_uncertainty_score":0.2151221},"labels":[],"label_agreement":null},{"id":"W1941552864","doi":"10.1109/aps.2003.1217451","title":"Fabrication and testing of a microstrip phase shifter using micromachined reconfigurable ground plane","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Phase shift module; Ground plane; Materials science; Surface micromachining; Microstrip; Membrane; Fabrication; Transmission line; Phase (matter); Electrical impedance; Optoelectronics; Silicon; Insertion loss; Electronic engineering; Electrical engineering; Engineering; Physics; Chemistry","score_opus":0.025594336740064675,"score_gpt":0.25608062968245415,"score_spread":0.23048629294238948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1941552864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98619485,0.00034301577,0.012395061,0.00001438198,0.000039604503,0.00008362189,0.000007434203,0.000263599,0.00065841817],"genre_scores_gemma":[0.93257445,0.000030968484,0.067336366,0.000008112446,0.000011621618,0.0000024405863,0.000003677004,0.000012122534,0.000020238416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961096,9.3208024e-7,0.00014293489,0.000095603056,0.000029718387,0.00011985091],"domain_scores_gemma":[0.9998053,0.0000263264,0.000030007206,0.00009962189,0.000019649628,0.00001909947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033064072,0.00008320413,0.00011033554,0.00006146617,0.00003119915,0.000011139439,0.00004417515,0.000051901327,0.0000068650183],"category_scores_gemma":[0.000036799902,0.00007718625,0.000011125338,0.000120651646,0.000033741973,0.00011613131,0.000009357496,0.00006928362,0.000001134914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003949755,0.000013534357,0.00007056885,0.000030867803,0.00000671437,0.0000015940199,0.000038537022,0.0010426604,0.9880753,0.000057245845,0.0000070352285,0.010651961],"study_design_scores_gemma":[0.00077788316,0.00005298997,0.000630994,0.00004981091,0.00000789995,0.000029637291,0.00005090157,0.0010626151,0.9953666,0.0017026865,0.00015649025,0.000111527406],"about_ca_topic_score_codex":0.00016709011,"about_ca_topic_score_gemma":0.0000116213405,"teacher_disagreement_score":0.054941308,"about_ca_system_score_codex":0.000031334665,"about_ca_system_score_gemma":0.0000063595035,"threshold_uncertainty_score":0.31475636},"labels":[],"label_agreement":null},{"id":"W1954039074","doi":"10.1007/s10470-006-9020-x","title":"System integration of high voltage electrostatic MEMS actuators","year":2007,"lang":"en","type":"article","venue":"Analog Integrated Circuits and Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Dalsa Corporation","funders":"","keywords":"Microelectromechanical systems; Actuator; Voltage; Electrical engineering; CMOS; Engineering; Microcontroller; Capacitive sensing; Electronic engineering; Interface (matter); Materials science; Optoelectronics","score_opus":0.008660769450574403,"score_gpt":0.219807436244822,"score_spread":0.2111466667942476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954039074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5002019,0.000883717,0.49755827,0.000003380141,0.000043638458,0.00008105768,0.000005194479,0.0003496282,0.0008732146],"genre_scores_gemma":[0.999172,0.0000873391,0.00061763497,0.00001303387,0.000029066152,0.000006088156,0.00001828143,0.00002933334,0.000027266935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895847,0.0000037093464,0.00038641968,0.00019249436,0.00014694246,0.00031194853],"domain_scores_gemma":[0.999543,0.00005638637,0.00010103228,0.000098367695,0.00014046868,0.000060729635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023326378,0.00020702112,0.00029658675,0.00024924023,0.0000963114,0.000042209726,0.0001075191,0.00015527681,0.00000759361],"category_scores_gemma":[0.000027268248,0.00016435792,0.0000358155,0.00051438104,0.00009325554,0.00025222555,0.00000972879,0.00030051277,0.0000015478915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050139993,0.000008165405,0.00003108944,0.00016743345,0.000021462049,0.000009679454,0.00018682996,0.000105284395,0.4995805,0.002231352,0.000019066132,0.49763414],"study_design_scores_gemma":[0.00035373023,0.00019424218,0.00076614006,0.00075400004,0.00005831908,0.000045121207,0.005260073,0.012901485,0.9752621,0.0037921672,0.00022220866,0.00039038272],"about_ca_topic_score_codex":0.000087953995,"about_ca_topic_score_gemma":0.00006824775,"teacher_disagreement_score":0.49897006,"about_ca_system_score_codex":0.00009116967,"about_ca_system_score_gemma":0.000029705765,"threshold_uncertainty_score":0.6702321},"labels":[],"label_agreement":null},{"id":"W1959234221","doi":"10.1109/ccece.2000.849610","title":"CMOS micromachined low power microlamp vacuum sensor","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; CMC Microsystems","keywords":"Surface micromachining; Resistor; Materials science; CMOS; Optoelectronics; Photodiode; Sensitivity (control systems); Electrical engineering; Power (physics); Temperature measurement; Electronic engineering; Engineering; Fabrication; Physics; Voltage","score_opus":0.0054662694575391595,"score_gpt":0.17461307700548587,"score_spread":0.1691468075479467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959234221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715185,0.0007784229,0.0025523957,0.00026461785,0.00039024377,0.00012211577,0.000006745689,0.0027479886,0.021618938],"genre_scores_gemma":[0.97367847,0.00024918062,0.017775515,0.00012608757,0.000031042247,0.000009076467,0.0000015484898,0.00004440957,0.008084694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994052,0.0000014131624,0.0001275541,0.00014413035,0.000055918954,0.00026578625],"domain_scores_gemma":[0.99965245,0.000018666764,0.000011011936,0.0002665591,0.0000124498265,0.00003887715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018969367,0.00015002389,0.00013409425,0.00006226792,0.000037259917,0.00001623496,0.00012631924,0.00010419546,0.00084749446],"category_scores_gemma":[0.000009877808,0.00012801564,0.00005059701,0.000115068346,0.000027001082,0.0000864929,0.000030321475,0.00015947096,0.0005034788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011687351,0.000017218761,0.000017270682,0.000011576975,0.000016286376,0.000014283531,0.000049358354,0.0001237058,0.9815632,0.00012642531,0.014858565,0.003200957],"study_design_scores_gemma":[0.00045423533,0.00004307912,0.00032131,0.000017294533,0.000006406159,0.000038048816,0.00010323737,0.0029344202,0.8846806,0.00047505685,0.11050782,0.0004184857],"about_ca_topic_score_codex":0.000002732288,"about_ca_topic_score_gemma":0.000003894929,"teacher_disagreement_score":0.09688258,"about_ca_system_score_codex":0.000025554029,"about_ca_system_score_gemma":8.675026e-7,"threshold_uncertainty_score":0.927947},"labels":[],"label_agreement":null},{"id":"W1959860760","doi":"10.1109/ccece.1996.548042","title":"Processes to achieve vibrating beams for an angular rate measurement sensor","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Wafer; Materials science; Etching (microfabrication); Fabrication; Masking (illustration); Beam (structure); Optics; Silicon; Engraving; Optoelectronics; Composite material; Physics","score_opus":0.05177697706962987,"score_gpt":0.24114276058378795,"score_spread":0.18936578351415806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959860760","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3563415,0.00086674315,0.6301858,0.0006168213,0.0002301143,0.001177636,0.000014014898,0.0041807145,0.0063866866],"genre_scores_gemma":[0.7449949,0.00008505937,0.25383285,0.00018047277,0.00010913683,0.00022238011,0.0000025334498,0.000059923546,0.0005127514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941087,0.0000016326868,0.00011957336,0.00015088926,0.00009127931,0.00022577109],"domain_scores_gemma":[0.99967265,0.000018190034,0.000012135426,0.00016457019,0.00008084237,0.000051636263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085710504,0.00011767347,0.00011087912,0.00004729899,0.00006048609,0.00002587304,0.00009460515,0.000049415405,0.000021028425],"category_scores_gemma":[0.00013909965,0.000100892874,0.000019458761,0.00014664354,0.000008872165,0.00016492496,0.000015238894,0.000053248485,0.000014635053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006545453,0.000027677086,0.000003895862,0.000151463,0.000019312103,0.00000133643,0.0002509295,0.019020883,0.93573445,0.00016912977,0.001760261,0.042854115],"study_design_scores_gemma":[0.0002098488,0.00029679737,0.000017401131,0.00003513514,0.000007270685,0.0000018407245,0.0005247822,0.008690495,0.9663862,0.00063776993,0.022924175,0.00026830615],"about_ca_topic_score_codex":0.0000025581933,"about_ca_topic_score_gemma":0.00003569111,"teacher_disagreement_score":0.3886534,"about_ca_system_score_codex":0.000032188633,"about_ca_system_score_gemma":0.0000031174175,"threshold_uncertainty_score":0.4114292},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018388201285631792,"score_gpt":0.2540874411671138,"score_spread":0.235699239881482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963796883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899603,0.0015016762,0.0058265384,0.0000062352487,0.00019123331,0.00035152366,0.000038731818,0.0020936048,0.00003016371],"genre_scores_gemma":[0.9722023,0.00021557267,0.027454011,0.0000014775865,0.0000068064646,0.00004357537,0.0000107487695,0.000038981678,0.000026514996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998825,0.0000063101375,0.00045381038,0.00025988024,0.00015077941,0.0003041807],"domain_scores_gemma":[0.99908155,0.000028208413,0.00018721378,0.0006270495,0.000057567864,0.000018385332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071285154,0.00022712123,0.00041398054,0.00022530009,0.00008838693,0.000008365375,0.00038032714,0.00029649955,0.0000032485473],"category_scores_gemma":[0.00004950436,0.0002196365,0.00005493368,0.00024698232,0.00020767702,0.00018929032,0.000075897144,0.00018293492,0.000003470753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010781521,0.00003204119,0.000017377877,0.00018415146,0.000024054752,0.000010015125,0.00047130152,0.00007872426,0.99806947,0.00057010807,0.000009694269,0.00052229624],"study_design_scores_gemma":[0.00025769186,0.00021684087,0.000025404299,0.00012571517,0.000008242931,0.00006341894,0.004871406,0.0005094586,0.992972,0.0006858782,0.00006203427,0.00020187217],"about_ca_topic_score_codex":0.000015837839,"about_ca_topic_score_gemma":0.000008786204,"teacher_disagreement_score":0.021627473,"about_ca_system_score_codex":0.00013278301,"about_ca_system_score_gemma":0.000023739292,"threshold_uncertainty_score":0.89565164},"labels":[],"label_agreement":null},{"id":"W1964121544","doi":"10.1007/s00542-006-0151-x","title":"Metallic micro displacement capacitive sensor fabricated by laser micromachining technology","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Queen's University","funders":"","keywords":"Materials science; Surface micromachining; Microelectromechanical systems; Capacitive sensing; Fabrication; Laser; Capacitance; Displacement (psychology); Optoelectronics; Machining; Microfabrication; Laser beam machining; Femtosecond; Optics; Electrical engineering; Electrode; Laser beams; Engineering; Metallurgy","score_opus":0.003913081443673644,"score_gpt":0.19015165736005382,"score_spread":0.18623857591638018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964121544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96489954,0.009640299,0.0030739931,0.0006158371,0.00024531884,0.00063936925,0.00025011532,0.019846378,0.00078916276],"genre_scores_gemma":[0.9879292,0.0004551909,0.01003624,0.000014094247,0.000022263279,0.00029658002,0.00007078589,0.000115599614,0.0010600238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975557,0.00001020008,0.0006492643,0.0006592595,0.0001907474,0.0009348677],"domain_scores_gemma":[0.99878764,0.00007729015,0.00016209079,0.000855214,0.00008888149,0.00002890862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014000686,0.00060577795,0.00066203886,0.0006769717,0.00023449997,0.00008359467,0.0007684331,0.00087735313,0.000010228248],"category_scores_gemma":[0.00006236642,0.00055795367,0.00012928672,0.00107353,0.0004908343,0.00018431604,0.0002844721,0.0007267281,0.00012570761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006198089,0.000042565243,0.00031230578,0.00011390318,0.00009142473,0.000032390668,0.000020773727,0.000077215,0.9874748,0.0009673481,0.008037307,0.002823777],"study_design_scores_gemma":[0.00045957405,0.00006095888,0.00003528163,0.00011951802,0.00003416536,0.000097364704,0.0024176924,0.000049118586,0.9359698,0.0024741164,0.057667438,0.000614943],"about_ca_topic_score_codex":0.00006401825,"about_ca_topic_score_gemma":0.00005841301,"teacher_disagreement_score":0.051504962,"about_ca_system_score_codex":0.00032710555,"about_ca_system_score_gemma":0.000013150413,"threshold_uncertainty_score":0.9996872},"labels":[],"label_agreement":null},{"id":"W1964596744","doi":"10.1088/0960-1317/25/3/035028","title":"Electrothermomechanical modeling of out-of-plane deformation in single-stepped beams actuated by resistive heating","year":2015,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CMC Microsystems","keywords":"Beam (structure); Deformation (meteorology); Resistive touchscreen; Mechanics; Materials science; Plane (geometry); Rotation (mathematics); Optics; Physics; Composite material; Engineering; Geometry; Electrical engineering","score_opus":0.015711306402250543,"score_gpt":0.20857173483363994,"score_spread":0.1928604284313894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964596744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8299311,0.0025880367,0.16720235,0.000009393573,0.00014037895,0.00007774158,0.000008664614,0.000033249817,0.00000910633],"genre_scores_gemma":[0.98772204,0.0006682149,0.011553886,0.0000025015356,0.000016739472,0.0000013977597,0.000003368436,0.000029273238,0.0000025748707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893385,0.0000056846393,0.0006449056,0.00008133437,0.00011785143,0.0002163863],"domain_scores_gemma":[0.99952936,0.000031384756,0.00017973811,0.00008702127,0.00011175716,0.0000607508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003015181,0.00015411453,0.00039484748,0.00026745917,0.000010787756,0.000008124743,0.000120516095,0.000120799596,7.6314456e-7],"category_scores_gemma":[0.00006261738,0.00014717311,0.00004846499,0.00017045738,0.0000098288765,0.00017259135,0.000031374588,0.00027977105,1.5430432e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003743379,0.000022663808,0.0000012423767,0.000074138545,0.000031397947,0.0000036819663,0.00029240883,0.039804418,0.95412374,0.000039928607,0.000015663398,0.0055532893],"study_design_scores_gemma":[0.00077701284,0.00026288704,0.0000016400932,0.0003557254,0.0000167933,0.00007993601,0.00041193754,0.12899728,0.8684918,0.000419545,0.000045674307,0.0001397468],"about_ca_topic_score_codex":0.0000074690583,"about_ca_topic_score_gemma":0.0000046371238,"teacher_disagreement_score":0.15779096,"about_ca_system_score_codex":0.00011235722,"about_ca_system_score_gemma":0.000017125401,"threshold_uncertainty_score":0.6001545},"labels":[],"label_agreement":null},{"id":"W1964627615","doi":"10.1117/12.547544","title":"Experimental investigation on the dynamics of MEMS structures","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microelectromechanical systems; Microsystem; Troubleshooting; Characterization (materials science); Dynamic testing; Mechanical system; Electronic engineering; Computer science; Vibration; Electrical contacts; Accelerometer; Mechanical engineering; Materials science; Engineering; Electrical engineering; Acoustics; Nanotechnology","score_opus":0.01296863714236214,"score_gpt":0.2250935388755293,"score_spread":0.21212490173316717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964627615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656606,0.00013135551,0.0000698044,0.0015463636,0.00021887611,0.00036987415,0.000033658143,0.00017317667,0.00089082296],"genre_scores_gemma":[0.9649945,0.00008343354,0.034562826,0.000052743144,0.00013034442,0.00009280629,0.000006499629,0.000051084662,0.00002574557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99861217,3.1233605e-9,0.00047412998,0.00020719127,0.00045185312,0.0002546575],"domain_scores_gemma":[0.999185,0.00008181493,0.00019481231,0.00006153976,0.00042452625,0.000052302756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020193656,0.0002577916,0.00028009104,0.00007816057,0.00006138671,0.00003825704,0.00070285867,0.00017133795,0.000005393975],"category_scores_gemma":[0.0002534286,0.00018258659,0.0003161304,0.00024955167,0.00032184794,0.00029486968,0.00009323835,0.00030508568,5.3977703e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013653207,0.000020254041,0.000010599779,0.000100180376,0.00010395514,2.0838309e-8,0.00012274398,0.0021427344,0.5337173,0.46325105,0.00044051866,0.00007699794],"study_design_scores_gemma":[0.00045379516,0.00019946824,0.00014028353,0.0001426154,0.000032323213,0.000003909304,0.0020211209,0.006166471,0.9745198,0.015845161,0.0002866337,0.0001884333],"about_ca_topic_score_codex":0.000006847954,"about_ca_topic_score_gemma":2.0396224e-7,"teacher_disagreement_score":0.4474059,"about_ca_system_score_codex":0.00022967104,"about_ca_system_score_gemma":0.000014333945,"threshold_uncertainty_score":0.74456656},"labels":[],"label_agreement":null},{"id":"W1965006754","doi":"10.1115/icmm2005-75207","title":"Pull-In Extension of MEMS Electrostatic Microactuators Using an Active Control Method","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Comb drive; Microactuator; Microelectromechanical systems; Deep reactive-ion etching; Nonlinear system; Materials science; Actuator; Silicon on insulator; Control theory (sociology); Engineering; Electronic engineering; Computer science; Optoelectronics; Fabrication; Electrical engineering; Reactive-ion etching; Etching (microfabrication); Silicon; Nanotechnology; Physics","score_opus":0.014167707024856174,"score_gpt":0.284044122344736,"score_spread":0.2698764153198798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965006754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7959945,0.0001374783,0.20334992,0.000019875972,0.000025195275,0.0001124501,0.0000028645195,0.00019292464,0.00016476293],"genre_scores_gemma":[0.8473089,0.000045501667,0.15257597,0.00002334408,0.000012517268,0.0000042046045,9.200318e-7,0.00001833901,0.000010353794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941003,0.0000062361023,0.0001791333,0.00012905346,0.000061642124,0.00021387439],"domain_scores_gemma":[0.99970245,0.00005710651,0.00003005538,0.00016398123,0.000020223028,0.000026158279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009169045,0.00010970541,0.00020974404,0.0001342015,0.00001548004,0.000004109646,0.00007160619,0.000076067525,0.000015983296],"category_scores_gemma":[0.000027049813,0.00009670702,0.000028607888,0.00015116726,0.00002023913,0.00020805595,0.000009273946,0.0001315566,0.0000011838886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011450829,0.000021642903,0.000011110568,0.0000069057037,0.000010129832,0.0000013494493,0.000065506894,0.04423155,0.9112096,0.00010097838,0.0000069830767,0.044322822],"study_design_scores_gemma":[0.00036556818,0.000040034196,0.00033612733,0.000012552092,0.000008828321,0.00000707982,0.00023536594,0.07626723,0.92187804,0.0006091978,0.00012913324,0.00011085194],"about_ca_topic_score_codex":0.000035232897,"about_ca_topic_score_gemma":0.00008499732,"teacher_disagreement_score":0.051314328,"about_ca_system_score_codex":0.0000838277,"about_ca_system_score_gemma":0.000008260132,"threshold_uncertainty_score":0.3943598},"labels":[],"label_agreement":null},{"id":"W1965357936","doi":"10.1109/ccece.2013.6567800","title":"Design of temperature compensated radio frequency free-free beam MEMS resonators using a commercial process","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resonator; Materials science; Microelectromechanical systems; Radio frequency; Compensation (psychology); Optoelectronics; Temperature coefficient; Layer (electronics); Silicon; Electronic engineering; Temperature measurement; Atmospheric temperature range; Computer science; Engineering; Nanotechnology; Telecommunications; Physics; Composite material","score_opus":0.01888568410247827,"score_gpt":0.23427484768754273,"score_spread":0.21538916358506446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965357936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98859185,0.00065515295,0.008328227,0.00007756724,0.00017498035,0.0005283346,0.000012401209,0.001028355,0.00060315046],"genre_scores_gemma":[0.9389413,0.000068957714,0.060783654,0.000027183656,0.000043558317,0.000031641393,0.000004498192,0.000053885007,0.000045352408],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903274,0.000006194325,0.00029510944,0.0001817036,0.0001727785,0.00031147536],"domain_scores_gemma":[0.9991413,0.000057063073,0.000051593055,0.00057085213,0.00012224083,0.000056954745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000070399874,0.00022580127,0.0003203091,0.00013516772,0.00006519266,0.000024999687,0.0005582417,0.00024620027,0.00011160932],"category_scores_gemma":[0.00010460342,0.00019084694,0.000042876974,0.0003847629,0.00010730216,0.0003015002,0.00007548592,0.00030715825,0.0000073189517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006350905,0.00002901427,0.00014993336,0.00009118183,0.000045823203,0.000004913312,0.00020424342,0.014599323,0.98000735,0.00039056462,0.003815509,0.0006557763],"study_design_scores_gemma":[0.00093728234,0.000092335205,0.0010760925,0.0001147788,0.000022494458,0.000016699694,0.00032651017,0.005771274,0.9734855,0.01757767,0.000109837085,0.00046951493],"about_ca_topic_score_codex":0.00021732786,"about_ca_topic_score_gemma":0.000027337266,"teacher_disagreement_score":0.052455425,"about_ca_system_score_codex":0.00005831458,"about_ca_system_score_gemma":0.00002596022,"threshold_uncertainty_score":0.77825123},"labels":[],"label_agreement":null},{"id":"W1965459506","doi":"10.1007/s00542-014-2098-7","title":"Single mask fabrication process for movable MEMS devices","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fabrication; Materials science; Surface micromachining; Wafer; Microelectromechanical systems; Silicon on insulator; Etching (microfabrication); Stiction; Reactive-ion etching; Dry etching; Bulk micromachining; Silicon; Optoelectronics; Substrate (aquarium); Nanotechnology; Process (computing); Deep reactive-ion etching; Computer science","score_opus":0.014312714808797825,"score_gpt":0.2321551886229964,"score_spread":0.21784247381419858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965459506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878083,0.0026584554,0.08572535,0.0002951187,0.00046053887,0.00088631065,0.000028637305,0.020621758,0.00151552],"genre_scores_gemma":[0.987807,0.0000861105,0.011381511,0.000009810317,0.000034379,0.00046360499,0.000009852377,0.00004982092,0.00015795793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989298,0.0000019605525,0.0002827034,0.00029643945,0.00009902298,0.00039004858],"domain_scores_gemma":[0.9992137,0.000085839405,0.000084563966,0.00049274805,0.00010781614,0.000015324216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014122132,0.00022397461,0.00028607185,0.00018558059,0.00012035857,0.00005647092,0.00049329514,0.0003461227,0.0000014870483],"category_scores_gemma":[0.00023718021,0.0002001257,0.000057064975,0.00032564922,0.00008709501,0.00020687593,0.00006489942,0.00015236628,0.000021306965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038058372,0.000018197627,0.00007940723,0.0007429985,0.000021823658,3.7927344e-7,0.000049436836,0.0005832061,0.95144594,0.0013617706,0.0006653558,0.04502767],"study_design_scores_gemma":[0.00019178366,0.000076394135,0.000025662392,0.0001137696,0.000010554008,0.0000065977783,0.0017410226,0.0009854543,0.9184053,0.008236228,0.06994026,0.00026699356],"about_ca_topic_score_codex":0.000003572633,"about_ca_topic_score_gemma":0.000031828,"teacher_disagreement_score":0.09999864,"about_ca_system_score_codex":0.00009004137,"about_ca_system_score_gemma":0.0000062094755,"threshold_uncertainty_score":0.81608886},"labels":[],"label_agreement":null},{"id":"W1965634225","doi":"10.3390/s150407349","title":"A Wafer Level Vacuum Encapsulated Capacitive Accelerometer Fabricated in an Unmodified Commercial MEMS Process","year":2015,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada); Queen's University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Accelerometer; Microfabrication; Bulk micromachining; Materials science; Wafer; Capacitive sensing; Surface micromachining; Gyroscope; Optoelectronics; Electronic engineering; Capacitance; Fabrication; Electrical engineering; Engineering; Computer science; Electrode","score_opus":0.12222524175134984,"score_gpt":0.3049669636465435,"score_spread":0.18274172189519367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965634225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975294,0.000041838048,0.00017324166,0.00006275905,0.0001743517,0.00022903137,0.00002648005,0.0008332263,0.0009296775],"genre_scores_gemma":[0.99917465,0.000014902495,0.0005623222,0.000028381455,0.000035183944,0.000019471883,0.000022164544,0.00004694834,0.0000959492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989686,0.000011454494,0.00023368333,0.0002395037,0.00015622818,0.00039051735],"domain_scores_gemma":[0.99948657,0.000023486666,0.00003173206,0.00025123608,0.000098017896,0.00010895895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008991078,0.00021891794,0.0002704985,0.00023209212,0.00003115517,0.000022580769,0.000205473,0.00020964628,0.000013978381],"category_scores_gemma":[0.000059641043,0.00020343506,0.000030319025,0.0005307847,0.00007569041,0.00023815384,0.000029099769,0.00033484376,0.00003214635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027772412,0.00037896069,0.0022975707,0.00013604942,0.0001743004,0.0002580658,0.021502774,0.12490493,0.82093996,0.00030282163,0.0011028199,0.027724028],"study_design_scores_gemma":[0.003240496,0.00030998437,0.040058475,0.00009879001,0.000032186952,0.000028741073,0.0075249393,0.032072168,0.9086651,0.0054709157,0.0011163717,0.0013818167],"about_ca_topic_score_codex":0.0000808531,"about_ca_topic_score_gemma":0.00012289951,"teacher_disagreement_score":0.09283277,"about_ca_system_score_codex":0.00011736834,"about_ca_system_score_gemma":0.000018782612,"threshold_uncertainty_score":0.8295841},"labels":[],"label_agreement":null},{"id":"W1965635559","doi":"10.1109/memsys.2010.5442506","title":"From microgripping to nanogripping","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microfabrication; Materials science; Wafer; Fabrication; Scanning electron microscope; Silicon on insulator; Focused ion beam; Silicon; Nanotechnology; Optoelectronics; Composite material; Ion","score_opus":0.003952644774058293,"score_gpt":0.20267323535698625,"score_spread":0.19872059058292796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965635559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776632,0.000059845213,0.012990585,0.00018786184,0.00072634156,0.00006105025,0.0000028092397,0.0018135756,0.006494719],"genre_scores_gemma":[0.81904584,0.000017152199,0.180513,0.00010205603,0.00015186516,0.000012338354,0.0000016481943,0.00001914996,0.00013695103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996063,3.0780933e-7,0.00008390086,0.00010266165,0.000038555743,0.00016827334],"domain_scores_gemma":[0.999731,0.000017225186,0.0000047759336,0.0001943116,0.000009127874,0.000043530887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020073994,0.000078418314,0.000076008546,0.000054552875,0.000028128565,0.000019132372,0.00012389696,0.00007107258,0.00012931299],"category_scores_gemma":[0.000021140107,0.000071768045,0.000020576164,0.00010709387,0.000012078698,0.00007196951,0.000040021056,0.00017220229,0.00015064192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.2786158e-7,0.00000159316,0.000012744426,0.0000017375687,0.000004603727,0.000001338443,0.000048530477,0.00009582241,0.9365369,0.00034004124,0.0008908251,0.062065534],"study_design_scores_gemma":[0.000043677508,0.000005785163,0.0003406357,0.00001006271,0.0000016764913,0.0000015480226,0.00015468398,0.00027639684,0.84028125,0.002550774,0.15618183,0.00015170043],"about_ca_topic_score_codex":0.000027372733,"about_ca_topic_score_gemma":0.00010502982,"teacher_disagreement_score":0.1675224,"about_ca_system_score_codex":0.000007947763,"about_ca_system_score_gemma":0.0000018626399,"threshold_uncertainty_score":0.2926616},"labels":[],"label_agreement":null},{"id":"W1965752691","doi":"10.1117/12.709023","title":"A fast model-order reduction algorithm for microelectromechanical devices","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reduction (mathematics); Computer science; Algorithm; Model order reduction; Finite element method; Inversion (geology); Microelectromechanical systems; Resonator; Algorithm design; Matrix (chemical analysis); Electronic engineering; Engineering; Materials science; Mathematics; Electrical engineering","score_opus":0.009638530257795562,"score_gpt":0.23253642195505456,"score_spread":0.222897891697259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965752691","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97244316,0.00018490797,0.024941785,0.00046055877,0.000286815,0.00062773254,0.000046832232,0.0003882232,0.00061995996],"genre_scores_gemma":[0.13297689,0.00021363456,0.86582226,0.000038903225,0.0004438795,0.00022302142,0.000011108094,0.000110337205,0.00015995045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809015,1.992619e-9,0.00062704086,0.00034456726,0.00038498818,0.0005532722],"domain_scores_gemma":[0.99841267,0.00008477281,0.00018865944,0.00005750441,0.0011625618,0.000093840405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004896342,0.00033029815,0.00038614188,0.00013768542,0.00008434291,0.000059105016,0.0006642173,0.00029588325,0.0000027483497],"category_scores_gemma":[0.0001875761,0.000293365,0.00045823908,0.00037105018,0.00014109419,0.00048056443,0.00009205973,0.00034850647,6.272484e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003989709,0.000053765438,0.0000027560461,0.00029305986,0.0002549723,4.0905338e-8,0.00007263954,0.0011280244,0.8701612,0.11853484,0.0012303918,0.008228431],"study_design_scores_gemma":[0.00070720573,0.00024413814,0.000023338029,0.00013811656,0.00009232381,0.000021664093,0.0009003833,0.24826539,0.7422907,0.0044326573,0.002534879,0.00034925307],"about_ca_topic_score_codex":0.0000022645725,"about_ca_topic_score_gemma":2.6843503e-7,"teacher_disagreement_score":0.8408805,"about_ca_system_score_codex":0.00020175012,"about_ca_system_score_gemma":0.000018076184,"threshold_uncertainty_score":0.99995184},"labels":[],"label_agreement":null},{"id":"W1965789761","doi":"10.1109/newcas.2009.5290456","title":"A simple capacitance calculation formula for MEMS capacitive type sensors with square membranes","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitive sensing; Capacitance; Deflection (physics); Microelectromechanical systems; Finite element method; Materials science; Membrane; Voltage; Mechanics; Acoustics; Electrical engineering; Structural engineering; Engineering; Physics; Optoelectronics; Classical mechanics; Chemistry; Electrode","score_opus":0.012669691602650864,"score_gpt":0.23732029286501746,"score_spread":0.2246506012623666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965789761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94607055,0.00016995199,0.048373662,0.00009140585,0.00006714596,0.00043761203,0.000017834034,0.0012213169,0.0035505106],"genre_scores_gemma":[0.9897799,0.00004806339,0.009747329,0.0000387096,0.000034820147,0.000023121835,0.000016001173,0.000021590518,0.0002904557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994316,9.817446e-7,0.00011235603,0.00014062352,0.00007829337,0.00023613473],"domain_scores_gemma":[0.9996746,0.00003822249,0.000020539848,0.00015527704,0.00008002046,0.000031333035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027199749,0.00014399322,0.00015112151,0.00005679151,0.000062589104,0.000012734034,0.00005646237,0.00008648194,0.000009658525],"category_scores_gemma":[0.000029120072,0.000110392684,0.00003169562,0.00017498211,0.000028416172,0.00018675222,0.0000021791434,0.000077577664,0.000004348408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017183744,0.000040127754,0.000081497376,0.00022003778,0.00008811619,0.000013299553,0.00096652575,0.16150495,0.79526657,0.015080052,0.0022986468,0.024268316],"study_design_scores_gemma":[0.00082960865,0.00049047504,0.0009845302,0.000050818828,0.00002438543,0.000016741187,0.0010264262,0.019140817,0.9524889,0.010708923,0.013722592,0.0005157858],"about_ca_topic_score_codex":0.000009321515,"about_ca_topic_score_gemma":0.00008221208,"teacher_disagreement_score":0.15722232,"about_ca_system_score_codex":0.0000445626,"about_ca_system_score_gemma":0.000005311797,"threshold_uncertainty_score":0.45016828},"labels":[],"label_agreement":null},{"id":"W1966606123","doi":"10.1117/12.591231","title":"Integrated diffraction grating for lab-on-a-chip microspectrometers","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grating; Diffraction grating; Materials science; Microfluidics; Blazed grating; Diffraction; Lab-on-a-chip; Chip; Optics; Optoelectronics; Diffraction efficiency; Holographic grating; Nanotechnology; Computer science; Physics; Telecommunications","score_opus":0.010353053212246876,"score_gpt":0.22756315929308749,"score_spread":0.2172101060808406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966606123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959346,0.00010920428,0.0002964377,0.0012557078,0.0002902893,0.0005830553,0.00008429044,0.0004403876,0.0010060322],"genre_scores_gemma":[0.6652501,0.00025123707,0.33306715,0.00010420237,0.00057647575,0.00039262467,0.000018077848,0.00013010294,0.00021000764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983132,3.2786163e-9,0.00057569187,0.00032294702,0.0003454333,0.00044273725],"domain_scores_gemma":[0.9987994,0.0001695213,0.00020881256,0.000060959886,0.00068545906,0.000075848664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029431714,0.00035086018,0.00038563838,0.00014411453,0.00009371917,0.000086172426,0.00061465095,0.00022675448,0.000005623474],"category_scores_gemma":[0.00047021123,0.00029381932,0.0005073165,0.00030662533,0.00013740186,0.00052011636,0.000063949665,0.00040685252,0.0000013771138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057282967,0.000058922244,0.000025743137,0.00025454853,0.00024451053,2.7501564e-8,0.00008440756,0.0010145727,0.86786747,0.12488172,0.003013521,0.0024972924],"study_design_scores_gemma":[0.001078973,0.00038599374,0.00025819842,0.00029073225,0.00008722718,0.000009847462,0.0011282673,0.04133762,0.93567103,0.0020476263,0.01727029,0.0004341837],"about_ca_topic_score_codex":0.0000029095913,"about_ca_topic_score_gemma":3.7613015e-7,"teacher_disagreement_score":0.33277074,"about_ca_system_score_codex":0.00028641592,"about_ca_system_score_gemma":0.000011719826,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W1968783569","doi":"10.1109/sas.2013.6493574","title":"A Z-axis MEMS gyroscope with improved sensitivity","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gyroscope; Sensitivity (control systems); Vibrating structure gyroscope; Microelectromechanical systems; Capacitive sensing; Capacitance; Sense (electronics); Materials science; Coupling (piping); Fabrication; SIGNAL (programming language); Mechanical resonance; Acoustics; Control theory (sociology); Physics; Electronic engineering; Optoelectronics; Engineering; Vibration; Computer science; Electrical engineering; Aerospace engineering","score_opus":0.004391694841531815,"score_gpt":0.18080280213926447,"score_spread":0.17641110729773266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968783569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618825,0.000048994094,0.024816439,0.000107161584,0.000070253096,0.00020047725,0.000001307371,0.001973966,0.010898941],"genre_scores_gemma":[0.978897,0.000032576547,0.020192634,0.000034723875,0.00001628165,0.000038411697,7.852888e-7,0.000020442161,0.0007671739],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959886,8.9552043e-7,0.000062547966,0.00010416732,0.000043695938,0.00018980812],"domain_scores_gemma":[0.9997207,0.000020629484,0.000007911221,0.00019399733,0.000023294184,0.000033477612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002309019,0.00010218765,0.0001037539,0.000029424613,0.00002456468,0.000019213549,0.000040846622,0.000054311367,0.000093894436],"category_scores_gemma":[0.00001040842,0.000070238675,0.0000150434125,0.000092207054,0.000035512214,0.0001824647,0.000022069886,0.00010087843,0.000104959014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012343063,0.000005326512,0.000031190382,0.000009629185,0.000011874814,0.000003208274,0.000014796885,0.00024635432,0.9816721,0.00010278617,0.0009174636,0.016984003],"study_design_scores_gemma":[0.00020233501,0.00006606096,0.0016677594,0.000010137734,0.0000035299622,0.000011643342,0.0001503031,0.006378214,0.98727643,0.00046599325,0.0035542422,0.00021331995],"about_ca_topic_score_codex":0.00013959981,"about_ca_topic_score_gemma":0.00014820362,"teacher_disagreement_score":0.017014509,"about_ca_system_score_codex":0.000018517123,"about_ca_system_score_gemma":0.0000032769995,"threshold_uncertainty_score":0.28642502},"labels":[],"label_agreement":null},{"id":"W1968968791","doi":"10.1016/j.mee.2009.12.014","title":"Ultra-high density MEMS probe memory device","year":2009,"lang":"en","type":"article","venue":"Microelectronic Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micralyne","funders":"","keywords":"Cantilever; Microelectromechanical systems; Wafer; Materials science; Optoelectronics; Wafer bonding; CMOS; Nanotechnology; Composite material","score_opus":0.003658374357239295,"score_gpt":0.18310599164427593,"score_spread":0.17944761728703665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968968791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316655,0.005341256,0.05749088,0.00015462126,0.0002815934,0.00027278488,0.0000026665514,0.0040726988,0.0007180166],"genre_scores_gemma":[0.99250025,0.0005558805,0.006602538,0.000043208278,0.000101464866,0.000017470576,0.000006793097,0.000053281074,0.000119119824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998704,0.0000016961654,0.00021234335,0.00024748474,0.00010592724,0.0007285455],"domain_scores_gemma":[0.999533,0.000023761335,0.000021031541,0.0003281452,0.000025470614,0.00006858384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000063490275,0.0002907306,0.0002605238,0.00013415182,0.000055656772,0.000026722106,0.00024258553,0.00014875983,0.000012829139],"category_scores_gemma":[0.00002660944,0.00031039078,0.00006857605,0.0003024395,0.000015601985,0.00016891111,0.000014736851,0.0004958189,0.000031403848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024841402,0.000010306449,0.000001031453,0.00003484856,0.000023269617,0.000014390721,0.000033923854,0.023097701,0.95626545,0.00060144294,0.0001465795,0.019768573],"study_design_scores_gemma":[0.0002373701,0.00006282391,0.00027318572,0.00003690016,0.000013823301,0.000069788184,0.000016111535,0.0010045739,0.9916827,0.00048080884,0.0057542464,0.00036765923],"about_ca_topic_score_codex":0.000009448561,"about_ca_topic_score_gemma":0.000019545854,"teacher_disagreement_score":0.06083476,"about_ca_system_score_codex":0.0002484223,"about_ca_system_score_gemma":0.00001807986,"threshold_uncertainty_score":0.9999348},"labels":[],"label_agreement":null},{"id":"W1969612235","doi":"10.1117/12.628593","title":"MOEMS based integrated microfluidic fiber-optic waveguides for biophotonic applications","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Attenuation; Waveguide; Optical fiber; Biosensor; Optics; Refractive index; Microfluidics; Modulation (music); Optoelectronics; Evanescent wave; Light intensity; Fluidics; Fiber optic sensor; Acoustics; Nanotechnology; Physics","score_opus":0.009939897322281973,"score_gpt":0.225798516207938,"score_spread":0.21585861888565602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969612235","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421746,0.00075504807,0.0009659504,0.0011460327,0.00012870922,0.0011577572,0.00012947367,0.00052373996,0.00097581715],"genre_scores_gemma":[0.24819092,0.0007010774,0.74742705,0.00011373126,0.0005450279,0.0022779433,0.000048456932,0.00020682377,0.0004889578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99810255,3.781471e-9,0.0007032793,0.00037181666,0.0003383701,0.00048401044],"domain_scores_gemma":[0.9983819,0.00016583914,0.00019943883,0.000093630675,0.0010588377,0.00010035265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030853553,0.0003851231,0.0004313303,0.00016231542,0.00009772751,0.0000782633,0.0008995739,0.00027536735,0.000016111717],"category_scores_gemma":[0.00025212852,0.0003328225,0.0005876177,0.0004223684,0.00023438717,0.00039978613,0.000080385485,0.0003190864,0.000004371043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034388726,0.00007525085,0.0000088145225,0.0005195932,0.00024186146,2.6823766e-8,0.000035205358,0.0010808186,0.89704704,0.0933483,0.0051762667,0.0024324518],"study_design_scores_gemma":[0.00087006734,0.00015927381,0.000034751945,0.00019929615,0.00011040476,0.000007369978,0.00038427152,0.074396566,0.8255649,0.0010331193,0.096855365,0.00038457484],"about_ca_topic_score_codex":0.0000036311017,"about_ca_topic_score_gemma":1.7720025e-7,"teacher_disagreement_score":0.7464611,"about_ca_system_score_codex":0.00027540175,"about_ca_system_score_gemma":0.00003228326,"threshold_uncertainty_score":0.9999124},"labels":[],"label_agreement":null},{"id":"W1969898103","doi":"10.1016/j.proeng.2011.12.322","title":"Novel sliding mode control for MEMS-based resonators","year":2011,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Resonator; Microelectromechanical systems; Gyroscope; Phase-locked loop; Electronic engineering; Sliding mode control; Control theory (sociology); Materials science; Tracking (education); Stiffness; Engineering; Computer science; Optoelectronics; Physics; Control (management); Aerospace engineering; Phase noise; Nonlinear system","score_opus":0.019100684643208264,"score_gpt":0.21207252672972493,"score_spread":0.19297184208651666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969898103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061634928,0.00049693766,0.9340997,0.000013517571,0.0004165242,0.00036977106,0.000028529408,0.0026350669,0.0003050646],"genre_scores_gemma":[0.8816148,0.000021175472,0.11785127,0.000015950427,0.00007832446,0.00031965433,0.0000033374517,0.000084915104,0.000010542334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913925,3.322847e-7,0.00019126147,0.00018225075,0.00008501256,0.0004018716],"domain_scores_gemma":[0.9996185,0.00007402248,0.00002251997,0.00017792055,0.000039345767,0.0000677383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007094527,0.00021429261,0.00020554794,0.00015671611,0.00003938469,0.000011540945,0.00017801866,0.0001253258,0.0000054870807],"category_scores_gemma":[0.00015239831,0.00022336985,0.00007060349,0.00015450263,0.00001100405,0.0001478244,0.00001412284,0.00016687575,0.0000037835064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028548255,0.000029372219,0.000055582856,0.00048046335,0.00006337412,0.0000032027979,0.00024335085,0.24150698,0.7472277,0.006846249,0.00014452939,0.0033706182],"study_design_scores_gemma":[0.00097184937,0.00004455414,0.000119707576,0.00007027844,0.000022121232,0.0000040654495,0.0000383391,0.46964076,0.52395976,0.0004868411,0.0042441795,0.0003975453],"about_ca_topic_score_codex":0.0000036529218,"about_ca_topic_score_gemma":0.0000024207236,"teacher_disagreement_score":0.8199799,"about_ca_system_score_codex":0.00006239926,"about_ca_system_score_gemma":0.000011918557,"threshold_uncertainty_score":0.9108758},"labels":[],"label_agreement":null},{"id":"W1970013986","doi":"10.1109/memsys.2008.4443802","title":"The nanogap pirani - a pressure sensor with superior linearity in atmospheric pressure range","year":2008,"lang":"en","type":"article","venue":"Proceedings, IEEE micro electro mechanical systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Linearity; Materials science; Atmospheric pressure; Pressure sensor; Pressure measurement; Constant (computer programming); Temperature measurement; Thermal; Range (aeronautics); Sensitivity (control systems); Optoelectronics; Electrical engineering; Thermodynamics; Electronic engineering; Composite material; Meteorology; Physics","score_opus":0.008821849550868576,"score_gpt":0.1921982288311977,"score_spread":0.18337637928032913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970013986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97965276,0.015382204,0.0012080204,0.000111925816,0.0004804347,0.0014273104,0.000012976309,0.001453632,0.00027074627],"genre_scores_gemma":[0.9948106,0.0016911614,0.0018334916,0.000019837298,0.00023461292,0.00036940785,0.0000012979746,0.0001104681,0.0009291695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99768513,0.000012286345,0.00049203297,0.00050649745,0.00034188287,0.00096218585],"domain_scores_gemma":[0.9992846,0.00008152914,0.00009890312,0.0002717812,0.00015291353,0.000110220746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029078723,0.00043553562,0.0005786367,0.000031761065,0.0003258147,0.0001075739,0.00050874375,0.00037607504,0.00000401974],"category_scores_gemma":[0.00007613128,0.0002992933,0.000089103974,0.00063273235,0.000109207336,0.00024938662,0.000051211708,0.0008585469,0.000012671604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001754595,0.000055870125,0.0005800821,0.0004103092,0.00015613362,0.000030368285,0.00022417646,0.00074203126,0.9953609,0.00047471255,0.0014543027,0.00033564318],"study_design_scores_gemma":[0.0022042983,0.0007203724,0.00037523705,0.00037768917,0.00013957421,0.001010705,0.00052569667,0.02426309,0.7474138,0.00015307688,0.22165225,0.0011641845],"about_ca_topic_score_codex":0.00010098478,"about_ca_topic_score_gemma":0.00003433935,"teacher_disagreement_score":0.24794708,"about_ca_system_score_codex":0.00010152528,"about_ca_system_score_gemma":0.000037403253,"threshold_uncertainty_score":0.99994594},"labels":[],"label_agreement":null},{"id":"W1970688776","doi":"10.1115/1.4003031","title":"On the Use of the Subharmonic Resonance as a Method for Filtration","year":2011,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Galerkin method; Discretization; Nonlinear system; Control theory (sociology); Multiple-scale analysis; Microbeam; Filter (signal processing); Mathematics; Mathematical analysis; Band-pass filter; Physics; Computer science; Optics","score_opus":0.043880481339680345,"score_gpt":0.2650444636745492,"score_spread":0.22116398233486886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970688776","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72155815,0.00012872898,0.2777024,0.00034319639,0.00011050755,0.000089162444,0.000022505483,0.000011068136,0.000034254645],"genre_scores_gemma":[0.43542612,0.00018070861,0.564143,0.00013421032,0.000045574754,0.0000031039078,0.0000027966162,0.00001298921,0.000051504237],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996529,0.0000072722705,0.00017048587,0.000032353637,0.0000890642,0.00004788173],"domain_scores_gemma":[0.9993208,0.00041274872,0.00010328726,0.000050122388,0.00010277341,0.00001028071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011212394,0.00004895255,0.00007934561,0.000028844304,0.000039109265,0.0000066300604,0.00007934787,0.00003006361,0.0000019348624],"category_scores_gemma":[0.00011394683,0.000026618549,0.000049916656,0.00006442483,0.000033837186,0.000069198526,0.000010194316,0.0001146158,1.5890008e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033541585,0.00012571564,0.00017033712,0.00007311318,0.00013957167,0.0000035869652,0.00056595984,0.6629217,0.0032276593,0.18775955,0.00086232735,0.14381506],"study_design_scores_gemma":[0.00020518785,0.0001466387,0.0036414207,0.000046975245,0.000013782535,0.000032819484,0.000041808264,0.8761762,0.003045364,0.115178496,0.0014230983,0.000048213187],"about_ca_topic_score_codex":0.0000018617641,"about_ca_topic_score_gemma":0.000006650737,"teacher_disagreement_score":0.2864406,"about_ca_system_score_codex":0.000015236486,"about_ca_system_score_gemma":0.000019003455,"threshold_uncertainty_score":0.10854729},"labels":[],"label_agreement":null},{"id":"W1971142069","doi":"10.1088/0960-1317/11/3/308","title":"Simulation, dynamic testing and design of micromachined flexible joints","year":2001,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada); Dalhousie University","funders":"","keywords":"Joint (building); Stiffness; Structural engineering; Finite element method; Kinematics; Dynamic simulation; Beam (structure); Dynamic testing; Surface micromachining; Engineering; Rotation around a fixed axis; Bending; Materials science; Mechanical engineering; Acoustics; Simulation; Physics; Fabrication","score_opus":0.015674992413001326,"score_gpt":0.22658278165749884,"score_spread":0.21090778924449752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971142069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65019876,0.0041354834,0.34541118,0.000010349108,0.00010687329,0.00006428541,0.0000025787444,0.00006524819,0.0000052528926],"genre_scores_gemma":[0.88969344,0.002431532,0.10780477,0.000005053869,0.00001857942,7.712384e-7,3.1051084e-7,0.000032676475,0.000012873514],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992372,0.0000036012116,0.0004048084,0.00009360818,0.00006709678,0.00019369533],"domain_scores_gemma":[0.9994725,0.00015089309,0.00012864787,0.000093554874,0.00009679978,0.000057613135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018532586,0.00016266356,0.00029757738,0.00025687818,0.000036511545,0.000019825718,0.00009597561,0.000080515165,0.000002317351],"category_scores_gemma":[0.00011796013,0.0001554654,0.000035674548,0.00020150054,0.000019683113,0.0001514236,0.00004293399,0.00020594422,2.8510655e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008378731,0.0000070262868,0.0000156608,0.00006516321,0.000029555164,0.000012978338,0.000041952462,0.19042931,0.7990756,0.00001343853,0.0000066766,0.010294269],"study_design_scores_gemma":[0.0009411835,0.00026732,0.00038052147,0.00045597763,0.000056653706,0.0009397863,0.000112303365,0.59223485,0.401827,0.0017983285,0.0006552528,0.00033081157],"about_ca_topic_score_codex":0.0000014694139,"about_ca_topic_score_gemma":4.3891745e-7,"teacher_disagreement_score":0.40180552,"about_ca_system_score_codex":0.00003407497,"about_ca_system_score_gemma":0.000009508586,"threshold_uncertainty_score":0.6339695},"labels":[],"label_agreement":null},{"id":"W1971302536","doi":"10.1117/1.1899312","title":"Electro-thermally driven microgrippers for micro-electro-mechanical systems applications","year":2005,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"General Motors of Canada","keywords":"Microactuator; Fabrication; Materials science; Surface micromachining; Mechanical engineering; Resistive touchscreen; Electrical conductor; Actuator; Nanotechnology; Computer science; Composite material; Engineering","score_opus":0.0056816347501363424,"score_gpt":0.21701046793566467,"score_spread":0.21132883318552834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971302536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92567647,0.039412305,0.03279521,0.00035214523,0.0003799225,0.000855138,0.00005398732,0.00029484322,0.0001799914],"genre_scores_gemma":[0.9197339,0.018196506,0.060402796,0.00013584556,0.0009878761,0.0002209548,0.0000112777125,0.00014145687,0.00016940225],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983063,0.000009103075,0.000686849,0.00024670124,0.00015461862,0.0005964436],"domain_scores_gemma":[0.9990555,0.0000717227,0.00025622064,0.00025742062,0.00019103725,0.00016809693],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025173055,0.00031862975,0.0005226498,0.00043114045,0.00015025235,0.0000867057,0.00034675925,0.0002621813,0.0000033142016],"category_scores_gemma":[0.000011731128,0.0002761277,0.0003491614,0.0003326667,0.00010637046,0.00023152582,0.00003061571,0.0004419608,0.0000026863554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004399352,0.000079993704,0.000051084644,0.000078869925,0.00022122855,0.0000037025804,0.000055504854,0.00029726757,0.97709143,0.0005896984,0.0021890306,0.019298214],"study_design_scores_gemma":[0.0010032211,0.00044975744,0.00016409122,0.000086720655,0.000106421394,0.0005395635,0.00018841102,0.00015359519,0.48134947,0.00042202926,0.5151735,0.0003632528],"about_ca_topic_score_codex":0.0000034456225,"about_ca_topic_score_gemma":0.0000049181494,"teacher_disagreement_score":0.51298445,"about_ca_system_score_codex":0.00007257815,"about_ca_system_score_gemma":0.000035547702,"threshold_uncertainty_score":0.99996907},"labels":[],"label_agreement":null},{"id":"W1971416931","doi":"10.1117/12.514940","title":"Boundary conditioning of capacitive MEMS devices through fabrication methods and operating environments","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Fabrication; Microelectromechanical systems; Capacitive sensing; Microsystem; Process (computing); Boundary (topology); Materials science; Computer science; Electronic engineering; Mechanical engineering; Engineering; Electrical engineering; Optoelectronics; Nanotechnology","score_opus":0.013756151963756852,"score_gpt":0.2625161086970971,"score_spread":0.24875995673334023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971416931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99461484,0.00046873835,0.0018476727,0.00015490717,0.00012565507,0.0003324553,0.000030791187,0.000096923584,0.0023279935],"genre_scores_gemma":[0.52719253,0.00033166082,0.472194,0.000026701042,0.00005507222,0.00010161021,0.000004813737,0.00004297815,0.000050618677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986814,1.4204707e-8,0.0005217565,0.00025012458,0.0002917728,0.00025487784],"domain_scores_gemma":[0.9991656,0.00014432862,0.00023419026,0.000046168898,0.00036311118,0.000046631736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039459835,0.00024185449,0.0003551305,0.0000635164,0.000090808455,0.000051215404,0.00031698155,0.0001610825,0.000007202278],"category_scores_gemma":[0.0005309548,0.00021491502,0.00018818022,0.00019398196,0.00031869404,0.00067324226,0.00006849969,0.00024807375,2.925986e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005356013,0.000024796023,0.00009514102,0.00029433734,0.00023791898,2.3270262e-8,0.00031315125,0.00038100133,0.81370836,0.1843847,0.00014006843,0.00041511183],"study_design_scores_gemma":[0.00043688205,0.000114891925,0.00066127296,0.00015093997,0.00011382884,0.000009312477,0.00319902,0.004402315,0.9829123,0.004577168,0.0031788626,0.0002431987],"about_ca_topic_score_codex":0.0000042019437,"about_ca_topic_score_gemma":7.660145e-8,"teacher_disagreement_score":0.47034633,"about_ca_system_score_codex":0.00010405617,"about_ca_system_score_gemma":0.000010713731,"threshold_uncertainty_score":0.876398},"labels":[],"label_agreement":null},{"id":"W1972632795","doi":"10.1109/picmet.2007.4349634","title":"Multi-Stage Collaborative System for Microelectromechanical Systems Manufacturing","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Commercialization; Microelectromechanical systems; Manufacturing engineering; Order (exchange); Systems engineering; Product (mathematics); Set (abstract data type); New product development; Computer science; Work (physics); Field (mathematics); Engineering management; Engineering; Business; Mechanical engineering; Nanotechnology","score_opus":0.01852962082310872,"score_gpt":0.2630936483747754,"score_spread":0.24456402755166667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972632795","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19925964,0.00057822687,0.795811,0.000005990804,0.0005231637,0.00058701023,0.000025421143,0.0022677162,0.00094183127],"genre_scores_gemma":[0.9286596,0.000033923723,0.07019013,0.0000047524154,0.000057639252,0.00007551947,0.000004248841,0.000040422558,0.0009337535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991627,0.0000017021395,0.00022212819,0.0001644435,0.00006514631,0.00038390083],"domain_scores_gemma":[0.99963486,0.00007807278,0.0000281495,0.00017062282,0.000038863225,0.00004941036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015776268,0.00015120152,0.00020008853,0.00008972056,0.00006430475,0.000025598412,0.00011889733,0.00013705438,0.0000023979383],"category_scores_gemma":[0.000010052305,0.0001315132,0.000039307997,0.00010566939,0.000014651406,0.000081061014,0.00002011326,0.00011322169,0.000010659047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000139951735,0.00000892745,0.0000010185183,0.0002901902,0.000037477977,0.000011566826,0.000027514463,0.001968836,0.9916803,0.004141833,0.00019417229,0.0016241377],"study_design_scores_gemma":[0.0004035757,0.000049566013,0.000017523838,0.000033762877,0.0000055864352,0.000008145345,0.0026609101,0.0057320166,0.9737117,0.000011105929,0.01718762,0.00017844122],"about_ca_topic_score_codex":0.000005514316,"about_ca_topic_score_gemma":0.000040764266,"teacher_disagreement_score":0.7294,"about_ca_system_score_codex":0.00018164453,"about_ca_system_score_gemma":0.0000061782725,"threshold_uncertainty_score":0.53629524},"labels":[],"label_agreement":null},{"id":"W1972759240","doi":"10.1177/0954406211404910","title":"Design and microfabrication of a constant-force microgripper","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Microfabrication; Materials science; Process (computing); Fabrication; Characterization (materials science); Mechanical engineering; Polyethylene terephthalate; Etching (microfabrication); Nanotechnology; Computer science; Composite material; Engineering","score_opus":0.018365742017348426,"score_gpt":0.21060725348685513,"score_spread":0.19224151146950672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972759240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5973498,0.000595495,0.40081495,0.00005185495,0.0007172921,0.0002698799,0.000004413871,0.0000919285,0.000104357554],"genre_scores_gemma":[0.8901929,0.00035445465,0.10940991,0.00000448208,0.0000180186,0.0000036042502,5.4185943e-8,0.000013706492,0.0000028555503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832034,0.0000026681348,0.0007951216,0.00016137632,0.0004509482,0.0002695629],"domain_scores_gemma":[0.99881816,0.000068700334,0.00038161848,0.00014178293,0.00047322162,0.00011654352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011050055,0.00018782231,0.0004240175,0.00029741332,0.000045778874,0.000009409112,0.0007318061,0.00013739034,0.000003824834],"category_scores_gemma":[0.0008390878,0.0001425871,0.00011813298,0.0007858031,0.00038618082,0.0004575666,0.0001276619,0.00034634466,2.42691e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029600902,0.00003239141,0.0000026410498,0.00013913677,0.000029811179,5.0799855e-7,0.00008995236,0.01160663,0.9396491,0.047649406,0.000015252956,0.0007555594],"study_design_scores_gemma":[0.00033322265,0.00021528511,0.00003022815,0.0004510073,0.000046080393,0.00008751817,0.00009944571,0.025794595,0.9708937,0.0018294498,0.00008288404,0.00013658118],"about_ca_topic_score_codex":0.0000013682297,"about_ca_topic_score_gemma":5.1199255e-8,"teacher_disagreement_score":0.2928431,"about_ca_system_score_codex":0.00007311212,"about_ca_system_score_gemma":0.00007468941,"threshold_uncertainty_score":0.5814533},"labels":[],"label_agreement":null},{"id":"W1973061307","doi":"10.1016/j.mee.2009.09.011","title":"Development of a triangular-plate MEMS tunable capacitor with linear capacitance–voltage response","year":2009,"lang":"en","type":"article","venue":"Microelectronic Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Capacitor; Capacitance; Linearity; Cantilever; Microelectromechanical systems; Materials science; Voltage; Sensitivity (control systems); Electronic circuit; Optoelectronics; Electrode; Electronic engineering; Electrical engineering; Engineering; Physics; Composite material","score_opus":0.0052491253786923955,"score_gpt":0.18849571790264122,"score_spread":0.18324659252394881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973061307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87982374,0.0020624115,0.11690405,0.00001836741,0.00007944908,0.00018966297,0.0000040785335,0.0008366118,0.000081605875],"genre_scores_gemma":[0.92648304,0.00010667482,0.07313412,0.000006540618,0.00004072077,0.000027144415,0.000004444295,0.00005762221,0.00013969443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986476,0.0000026416897,0.00033354067,0.00022177603,0.00014532237,0.0006491411],"domain_scores_gemma":[0.9995074,0.000036493457,0.00004526429,0.00030922794,0.000037674232,0.000063928215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000165724,0.00029472134,0.00034530775,0.00022143261,0.000053327207,0.000011939863,0.00020702383,0.00012892582,0.00000902951],"category_scores_gemma":[0.000035368023,0.00027478967,0.00005293583,0.00039559335,0.000025829391,0.0001473467,0.00000977731,0.00036411986,0.0000067883248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012322827,0.000015161922,7.065175e-7,0.00005204412,0.000053274107,0.000017482516,0.0003007049,0.019965312,0.9727527,0.00011402868,0.000024764764,0.0065805977],"study_design_scores_gemma":[0.00068007945,0.00015556563,0.00007196758,0.00011204562,0.000011679175,0.000035750498,0.00006883224,0.002690032,0.9752857,0.000031003954,0.020519031,0.0003383043],"about_ca_topic_score_codex":0.0000017078324,"about_ca_topic_score_gemma":0.000010353699,"teacher_disagreement_score":0.04665928,"about_ca_system_score_codex":0.0003059679,"about_ca_system_score_gemma":0.00007236688,"threshold_uncertainty_score":0.99997044},"labels":[],"label_agreement":null},{"id":"W1973293782","doi":"10.1007/s00542-008-0767-0","title":"Frequency-dependent noise analysis and damping in MEMS","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Noise (video); Microelectromechanical systems; Finite element method; Sensitivity (control systems); Microsystem; Gyroscope; Frequency response; Acoustics; Engineering; Electronic engineering; Physics; Computer science; Materials science; Structural engineering; Electrical engineering; Aerospace engineering; Nanotechnology","score_opus":0.0055700353721224345,"score_gpt":0.20957183458997575,"score_spread":0.2040017992178533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973293782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98369426,0.0067667924,0.0032772373,0.00021554866,0.00006867863,0.00020160757,0.000008794996,0.0053044097,0.0004626768],"genre_scores_gemma":[0.9932885,0.0015187877,0.005099963,0.000008762366,0.000005795966,0.000030684703,0.0000028582128,0.000014797919,0.000029833807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887025,0.000002855186,0.0003298868,0.00031974443,0.000104658815,0.00037257856],"domain_scores_gemma":[0.9993934,0.00003367179,0.000047333906,0.00048742766,0.000020312835,0.000017855642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013829525,0.00022671508,0.00041458683,0.0008427186,0.00005519977,0.000050354716,0.00032694405,0.00034317316,0.0000019606425],"category_scores_gemma":[0.00006175955,0.00020863171,0.000060096525,0.0011062139,0.000078149926,0.00016735913,0.00008168753,0.00033019113,0.000006315407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014242441,0.000011633656,0.0054847035,0.000054305732,0.000064696076,0.000036973717,0.00006626459,0.00057556643,0.9652334,0.00083463534,0.000020439973,0.027615953],"study_design_scores_gemma":[0.0003180082,0.0000497334,0.013436597,0.00013941016,0.000064547574,0.00002688175,0.0023988346,0.00034107923,0.9720088,0.01045891,0.00028128512,0.00047589515],"about_ca_topic_score_codex":0.00003976377,"about_ca_topic_score_gemma":0.00043401844,"teacher_disagreement_score":0.027140057,"about_ca_system_score_codex":0.00012325823,"about_ca_system_score_gemma":0.0000051552947,"threshold_uncertainty_score":0.8507754},"labels":[],"label_agreement":null},{"id":"W1973468515","doi":"10.1117/12.707826","title":"Novel modeling approach for multi-disciplinary micro domains","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Finite element method; Computer science; MATLAB; Graphical user interface; Domain (mathematical analysis); Flexibility (engineering); Microelectromechanical systems; Boundary (topology); Interface (matter); Computational science; Mechanical engineering; Engineering; Structural engineering; Programming language; Mathematics; Materials science; Parallel computing","score_opus":0.02586039831234634,"score_gpt":0.2597262954211745,"score_spread":0.23386589710882813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973468515","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93583953,0.00020329612,0.061318327,0.00022145167,0.00023715054,0.000765396,0.00006859009,0.0003960313,0.0009502101],"genre_scores_gemma":[0.18101053,0.0001044094,0.8181462,0.000023987546,0.00030411384,0.00019599337,0.00001277974,0.00010423783,0.000097691285],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978822,1.522491e-9,0.00072620524,0.00039374176,0.00039339857,0.00060446694],"domain_scores_gemma":[0.99865955,0.000101354366,0.00017970226,0.00007372756,0.0008758661,0.00010977078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006335887,0.00038635134,0.00044181486,0.00015243111,0.000114639086,0.000060513652,0.0008962942,0.00031816162,0.0000013913096],"category_scores_gemma":[0.00027235976,0.00033726142,0.0006201589,0.00030873233,0.00017895058,0.00046549406,0.00017904605,0.0003820268,4.0263407e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006778865,0.00013093969,0.000024117437,0.000691769,0.00028535057,4.9445635e-8,0.00014991616,0.009644967,0.8892543,0.09892125,0.00049634173,0.00033322317],"study_design_scores_gemma":[0.0015411748,0.00016039108,0.000102931335,0.00018301686,0.00010117527,0.00001896672,0.0023788332,0.5855529,0.40731907,0.0011304107,0.0010306932,0.00048048695],"about_ca_topic_score_codex":0.0000029343103,"about_ca_topic_score_gemma":2.1227585e-7,"teacher_disagreement_score":0.75682795,"about_ca_system_score_codex":0.00020107519,"about_ca_system_score_gemma":0.000013909004,"threshold_uncertainty_score":0.999908},"labels":[],"label_agreement":null},{"id":"W1973469387","doi":"10.1115/imece2012-89451","title":"Modeling a Three-Axis Thermal MEMS Gyroscope","year":2012,"lang":"en","type":"article","venue":"Volume 9: Micro- and Nano-Systems Engineering and Packaging, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Multiphysics; Microelectromechanical systems; Vibrating structure gyroscope; Rotation (mathematics); Thermal; Finite element method; Mechanical engineering; Materials science; Engineering; Physics; Computer science; Aerospace engineering; Optoelectronics; Structural engineering","score_opus":0.009892170703125806,"score_gpt":0.19093744819893213,"score_spread":0.18104527749580632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973469387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93529344,0.053911503,0.009101082,0.00002284574,0.00065033435,0.00020468977,0.000019859874,0.00064829364,0.00014795373],"genre_scores_gemma":[0.99618566,0.0020685063,0.0011340996,0.000010367365,0.00023317893,0.000046133486,0.0000060229663,0.00006772604,0.00024830562],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986871,0.000005150834,0.00028762614,0.00027827997,0.000102626254,0.0006392437],"domain_scores_gemma":[0.9994846,0.000028175858,0.00003122992,0.00022063252,0.000022439215,0.00021289695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020332093,0.0003655924,0.00039881357,0.0001495049,0.000160237,0.00012651591,0.00008095435,0.0001908081,0.000005016951],"category_scores_gemma":[0.000014304382,0.00032474424,0.00004174283,0.00012236013,0.00005737125,0.00032425672,0.000075015545,0.00024438673,0.0000056442523],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017522403,0.000042974076,0.018862126,0.0014099248,0.00021599681,0.000014366108,0.0018602246,0.040757187,0.91678125,0.00055604277,0.0008017792,0.018680613],"study_design_scores_gemma":[0.0020503853,0.00022922372,0.0056753634,0.0012867303,0.00019259787,0.0006321967,0.00096576294,0.68667734,0.036226224,0.000066099856,0.26322502,0.002773087],"about_ca_topic_score_codex":0.000114980576,"about_ca_topic_score_gemma":0.000008296118,"teacher_disagreement_score":0.88055503,"about_ca_system_score_codex":0.000022614566,"about_ca_system_score_gemma":0.0000061950723,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W1973571525","doi":"10.1109/memsys.2009.4805449","title":"Thin Film Transistor (TFT) Sensing Elements Fabricated in Surface Micromachined Polymermems for a Differential Calorimetric Flow Sensor","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Simon Fraser University","funders":"","keywords":"Thin-film transistor; Fabrication; Materials science; Optoelectronics; Transistor; Amorphous silicon; Surface micromachining; Flow sensor; Silicon; Amorphous solid; Polyimide; Nanotechnology; Electrical engineering; Voltage; Crystalline silicon; Layer (electronics); Acoustics; Chemistry; Engineering","score_opus":0.009513355645133883,"score_gpt":0.22650188355961717,"score_spread":0.21698852791448328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973571525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.905677,0.00033428275,0.091735944,0.00012666151,0.00024289322,0.0004299416,0.000035191002,0.0010410857,0.00037700622],"genre_scores_gemma":[0.9359207,0.000053637883,0.063536234,0.000051292634,0.000033376084,0.0000036470533,0.000030837404,0.000036829886,0.00033344125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998761,0.000006345243,0.00036412585,0.00027525448,0.00011656541,0.0004766999],"domain_scores_gemma":[0.99958813,0.00006517871,0.000043914595,0.00022194604,0.000023174644,0.000057627498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058892616,0.0002617428,0.00033305312,0.0002604565,0.00005888151,0.000023497594,0.00013167509,0.00013270506,0.000023685348],"category_scores_gemma":[0.00004832708,0.0002414121,0.00009691614,0.00054977817,0.000021269216,0.000097690645,0.000012072338,0.00020518633,0.000005763345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004218719,0.00005110423,0.000035851324,0.000024349181,0.000027671234,0.000009009768,0.00009410853,0.009918456,0.965901,0.000029426677,0.00052637386,0.023340434],"study_design_scores_gemma":[0.0019194173,0.00011513905,0.0020579777,0.00002923656,0.000024966688,0.000006550329,0.00010875192,0.35504615,0.63883144,0.00036515974,0.0010151833,0.0004800424],"about_ca_topic_score_codex":0.00010412679,"about_ca_topic_score_gemma":0.00009719593,"teacher_disagreement_score":0.3451277,"about_ca_system_score_codex":0.000120174285,"about_ca_system_score_gemma":0.000009954879,"threshold_uncertainty_score":0.9844499},"labels":[],"label_agreement":null},{"id":"W1973800122","doi":"10.4018/ijimr.2013010102","title":"Sliding Mode Control of a 2D Torsional MEMS Micromirror with Sidewall Electrodes","year":2013,"lang":"en","type":"article","venue":"International Journal of Intelligent Mechatronics and Robotics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Microelectromechanical systems; Sliding mode control; Controller (irrigation); Lyapunov stability; Vibrating structure gyroscope; Transient (computer programming); Electrode; Tracking (education); Materials science; Computer science; Physics; Nonlinear system; Optoelectronics; Control (management)","score_opus":0.006102689882379846,"score_gpt":0.22204482022898928,"score_spread":0.21594213034660942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973800122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6118802,0.0018709885,0.38490686,0.00063347147,0.00049204053,0.000117082505,0.000010027042,0.000034342916,0.000054995508],"genre_scores_gemma":[0.9493384,0.0026586014,0.047845513,0.000029791212,0.00007499009,0.0000026699026,0.0000018014516,0.000020150224,0.000028131195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990153,0.0000040393993,0.00043360124,0.00008416263,0.0002875829,0.00017533211],"domain_scores_gemma":[0.9991263,0.00008174385,0.00020372204,0.000080089594,0.00044785283,0.00006026581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009676467,0.0001426427,0.00024666885,0.00017842332,0.000023272583,0.0000350038,0.00026742884,0.000074774805,0.000025566938],"category_scores_gemma":[0.000033264594,0.0001038484,0.00008205451,0.00005317595,0.000037873022,0.00019514502,0.000034872988,0.00024695988,0.0000023981318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007605554,0.000068595866,0.00012547518,0.00002589299,0.00057803304,0.0000135614455,0.000118122574,0.29252574,0.6762117,0.022156585,0.00017597253,0.007924251],"study_design_scores_gemma":[0.0014479713,0.000975662,0.00011968997,0.00044095126,0.00011129832,0.0004266648,0.0007781856,0.09117086,0.8781488,0.02374823,0.0022021753,0.00042948985],"about_ca_topic_score_codex":0.000013468228,"about_ca_topic_score_gemma":0.000009160591,"teacher_disagreement_score":0.33745813,"about_ca_system_score_codex":0.00009890264,"about_ca_system_score_gemma":0.000038232105,"threshold_uncertainty_score":0.42348146},"labels":[],"label_agreement":null},{"id":"W1974010882","doi":"10.1063/1.3233918","title":"Measuring the cantilever-position-sensitive detector distance and cantilever curvature for cantilever sensor applications","year":2009,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cantilever; Curvature; Detector; Position (finance); Materials science; Acoustics; Optics; Physics; Geometry; Composite material","score_opus":0.014033068828978413,"score_gpt":0.23938176075057999,"score_spread":0.22534869192160156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974010882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422172,0.03617233,0.01191256,0.00091630215,0.0012780591,0.005042676,0.0009590097,0.00047225197,0.0010296095],"genre_scores_gemma":[0.9856664,0.010342425,0.0034753208,0.00012970227,0.00003675869,0.00011890384,0.00002647741,0.000017437134,0.00018655151],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988846,0.000008094743,0.0003070065,0.0002929842,0.00022994705,0.00027736358],"domain_scores_gemma":[0.9992473,0.000037140067,0.0001104023,0.00039621146,0.00015971232,0.00004920493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023546095,0.00018035898,0.0002795283,0.00006801439,0.0002899798,0.00004510933,0.00019359768,0.00006156214,0.0000054186166],"category_scores_gemma":[0.00004687578,0.0001335855,0.000079367645,0.00037519968,0.00019393607,0.0001727217,0.00003095265,0.00014074106,0.0000037210573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014745182,0.000053879885,0.00012443242,0.0059212274,0.00011773155,0.0000028307472,0.00017714224,0.000053440628,0.22531992,0.0025347017,0.0038122742,0.7618677],"study_design_scores_gemma":[0.00089394837,0.0000866079,0.0074648242,0.012043638,0.0003022865,0.00006170053,0.00023681817,0.0024082698,0.6165724,0.0019404686,0.35701442,0.0009746481],"about_ca_topic_score_codex":0.0000063693024,"about_ca_topic_score_gemma":0.000023733613,"teacher_disagreement_score":0.76089305,"about_ca_system_score_codex":0.00007182341,"about_ca_system_score_gemma":0.00002964294,"threshold_uncertainty_score":0.54474586},"labels":[],"label_agreement":null},{"id":"W1974028455","doi":"10.1557/proc-657-ee9.3","title":"MEMS Materials and Fabrication Technology on Large Areas: The Example of an X-ray Imager","year":2000,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Xerox (Canada)","funders":"","keywords":"Microelectromechanical systems; Materials science; Fabrication; Wafer; Photoresist; Surface micromachining; Electronics; Amorphous silicon; Silicon; Optoelectronics; Nanotechnology; Electrical engineering; Crystalline silicon; Engineering","score_opus":0.007892441303497736,"score_gpt":0.21588319440075143,"score_spread":0.2079907530972537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974028455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99771,0.00011712259,0.00004632823,0.00015566881,0.000034366814,0.00014896556,0.000007183029,0.0005182176,0.0012621486],"genre_scores_gemma":[0.99820024,0.00023606268,0.0013228406,0.00002446655,0.00002919742,0.000050323488,0.0000023391888,0.000019840863,0.00011467753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994934,6.1281173e-7,0.00013017636,0.00014447112,0.00006468275,0.00016665467],"domain_scores_gemma":[0.9997841,0.000009493591,0.000030193554,0.00012393261,0.0000363536,0.000015911684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009799757,0.00009939965,0.0001268829,0.00008354482,0.00005431988,0.000019391597,0.00014094354,0.00009904329,0.00005860709],"category_scores_gemma":[0.000029040795,0.000071364564,0.00000983014,0.00018519227,0.00007644315,0.00015303446,0.000020847408,0.00009036957,0.000008482316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009133391,0.000018749468,0.00006569079,0.00003172137,0.00000791642,3.9304945e-7,0.0002113071,0.000014586588,0.96498734,0.0028845316,0.00028668027,0.03148198],"study_design_scores_gemma":[0.00017221927,0.00008891661,0.0023137836,0.000026703223,0.0000071510726,0.000005315147,0.00034159832,0.00009064546,0.9692052,0.004826809,0.022809856,0.00011177866],"about_ca_topic_score_codex":0.000012193194,"about_ca_topic_score_gemma":0.0000010199858,"teacher_disagreement_score":0.031370204,"about_ca_system_score_codex":0.0000130762,"about_ca_system_score_gemma":0.0000017204608,"threshold_uncertainty_score":0.29101625},"labels":[],"label_agreement":null},{"id":"W1974660541","doi":"10.1109/cjece.2006.259188","title":"Theoretical and experimental analysis of an off-chip microgripper","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chip; Computer science; Telecommunications","score_opus":0.0019326049621906896,"score_gpt":0.16663648527788916,"score_spread":0.16470388031569846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974660541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835846,0.0055455198,0.010722545,0.000015487169,0.000056214292,0.000020152913,0.0000022676397,0.000023443608,0.000029801498],"genre_scores_gemma":[0.9939322,0.000045455923,0.0059342217,0.000009526227,0.000066590335,5.0986233e-7,9.764705e-7,0.000009660833,8.9940283e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995038,0.0000025617742,0.0001914989,0.00006931372,0.000049224433,0.00018360188],"domain_scores_gemma":[0.9996979,0.00003294375,0.000021855634,0.00005642285,0.000021378783,0.0001694511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042271837,0.00009481224,0.00022838815,0.00042203098,0.000020557283,0.000022333099,0.00007346522,0.000057162717,0.0000072020225],"category_scores_gemma":[0.0000052505543,0.000084392625,0.000049771388,0.00028859332,0.000054878292,0.000076279706,0.00000698851,0.00014372721,5.5358562e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030053334,0.00008846711,0.0038816284,0.00007275928,0.0012993852,0.00042333698,0.0003934429,0.4391739,0.31194836,0.10700489,0.0003607381,0.13532305],"study_design_scores_gemma":[0.0004895581,0.0004794858,0.030474976,0.00003931182,0.00021464618,0.00028631915,0.000023743023,0.8813269,0.08338656,0.0010592977,0.001850762,0.00036840636],"about_ca_topic_score_codex":0.0000638358,"about_ca_topic_score_gemma":0.00009852213,"teacher_disagreement_score":0.44215304,"about_ca_system_score_codex":0.00002899245,"about_ca_system_score_gemma":0.00001466823,"threshold_uncertainty_score":0.34414312},"labels":[],"label_agreement":null},{"id":"W1975318696","doi":"10.1109/icisip.2005.1619435","title":"Nonlinear Pull-In Study of Electrostatically Actuated MEMS Structures","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Phase portrait; Cantilever; Voltage; Spring (device); Stiffness; Nonlinear system; Microelectromechanical systems; Mechanics; Materials science; Control theory (sociology); Physics; Optoelectronics; Computer science; Thermodynamics; Bifurcation; Composite material","score_opus":0.0073811753271190335,"score_gpt":0.24430132220056888,"score_spread":0.23692014687344984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975318696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977969,0.00005931265,0.000743746,0.00003628997,0.000022961754,0.00015540843,0.0000014660021,0.00036128433,0.0008226512],"genre_scores_gemma":[0.98646134,0.00003745199,0.013396099,0.00001379127,0.00001460817,0.0000072565113,0.0000016569217,0.000014687048,0.00005310361],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994554,0.0000015635865,0.00019098073,0.00009415678,0.00008277917,0.0001751171],"domain_scores_gemma":[0.99977493,0.000023599256,0.000013673718,0.00015386849,0.000016239483,0.000017689248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031080737,0.00009334391,0.00015143404,0.000090659974,0.000009317609,0.0000045274874,0.000104252584,0.00005138891,0.000047427646],"category_scores_gemma":[0.00002101155,0.00007521061,0.000014240296,0.00017506746,0.00001648795,0.00006723982,0.000017797758,0.00013367858,0.000004288985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002000514,0.00024909966,0.00037238578,0.000021923659,0.000043927004,0.0000079521715,0.00047284344,0.031699978,0.92313254,0.00050891255,0.00020410285,0.043266304],"study_design_scores_gemma":[0.001068829,0.00041226516,0.0045356797,0.000007665117,0.000009165596,0.000002966206,0.00074997527,0.0077236164,0.9818398,0.0015745481,0.0018381301,0.00023741243],"about_ca_topic_score_codex":0.000019420633,"about_ca_topic_score_gemma":0.00057699974,"teacher_disagreement_score":0.05870718,"about_ca_system_score_codex":0.00002535404,"about_ca_system_score_gemma":0.0000042915854,"threshold_uncertainty_score":0.3067},"labels":[],"label_agreement":null},{"id":"W1975894596","doi":"10.1109/ccece.2010.5575127","title":"Static and dynamic analysis of a 2D MEMS micromirror","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gimbal; Microelectromechanical systems; Finite element method; Surface micromachining; Electronic engineering; Computer science; Mechanical engineering; Materials science; Engineering; Optoelectronics; Fabrication; Structural engineering; Aerospace engineering","score_opus":0.0036010160367957126,"score_gpt":0.22475298117353326,"score_spread":0.22115196513673754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975894596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962245,0.000048656097,0.0029481,0.000028402474,0.000039010694,0.00003272931,0.00000663321,0.0002010566,0.00047090134],"genre_scores_gemma":[0.97506624,0.00008888005,0.024713,0.000005712377,9.777929e-7,0.0000032461046,0.000002048758,0.00000644555,0.000113428185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997337,3.3307677e-7,0.00008608977,0.00006268114,0.000028624818,0.0000886132],"domain_scores_gemma":[0.99980706,0.000022787219,0.000011694172,0.00013360259,0.000009119254,0.000015735135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002649549,0.000052638527,0.00013335903,0.00014850528,0.000009593425,0.0000037593795,0.00004689062,0.000041929623,0.000050391667],"category_scores_gemma":[0.00001190506,0.000043321663,0.000026200365,0.00023333878,0.000040291692,0.00003634931,0.000017651064,0.00007788453,0.0000015131513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.4015885e-7,0.0000033103438,0.0000760602,0.000012063314,0.00011326372,5.058225e-7,0.000034241908,0.00011690186,0.99448425,0.00018954875,0.00001773469,0.004951581],"study_design_scores_gemma":[0.00033524152,0.000041336916,0.03408234,0.000008701264,0.0004702543,0.0000037543116,0.00056666206,0.0639252,0.89504254,0.0028129586,0.0023959714,0.00031503086],"about_ca_topic_score_codex":0.000020641897,"about_ca_topic_score_gemma":0.00070498895,"teacher_disagreement_score":0.09944169,"about_ca_system_score_codex":0.000003851661,"about_ca_system_score_gemma":0.0000014859827,"threshold_uncertainty_score":0.17666061},"labels":[],"label_agreement":null},{"id":"W1976073705","doi":"10.1117/1.jmm.12.1.013003","title":"Novel automated microassembly mechanism based on on-chip actuators","year":2013,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Actuator; Mechanism (biology); Surface micromachining; Wafer; Chip; Bulk micromachining; Mechanical engineering; Interference (communication); Materials science; Acceleration; Nanotechnology; Engineering; Electrical engineering; Fabrication; Physics; Channel (broadcasting)","score_opus":0.00765827502647463,"score_gpt":0.20861031913333725,"score_spread":0.20095204410686263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976073705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99225795,0.0005607613,0.0050430605,0.00020976765,0.0006808352,0.00022783154,0.000017772723,0.0005524487,0.00044956425],"genre_scores_gemma":[0.9823721,0.0006745557,0.016487962,0.00025347518,0.000102000304,0.000014878855,0.000001959976,0.00006581422,0.000027262618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857706,0.000007576717,0.00050903705,0.00021636797,0.00024471903,0.0004452656],"domain_scores_gemma":[0.9990804,0.0000993837,0.00021815157,0.0002932797,0.000121840465,0.0001869442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018867796,0.00036227168,0.00045855076,0.00077419425,0.00010159115,0.00008591778,0.00026499038,0.00024954928,0.00001889731],"category_scores_gemma":[0.00003231879,0.0002777031,0.00025725266,0.0003644327,0.00008396142,0.00021760065,0.000026420152,0.00049183494,0.000012714059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002928159,0.00014210517,0.0000484738,0.00004044795,0.000096508724,0.000018021809,0.000053493004,0.00040048047,0.98821986,0.00033023208,0.0022845415,0.00833653],"study_design_scores_gemma":[0.0021295284,0.0013768749,0.0071444083,0.00045117055,0.00006234047,0.00022077066,0.0002591782,0.0023034187,0.9751133,0.0024394176,0.007846043,0.00065358804],"about_ca_topic_score_codex":0.000015446862,"about_ca_topic_score_gemma":0.0000028541942,"teacher_disagreement_score":0.013106622,"about_ca_system_score_codex":0.000039482955,"about_ca_system_score_gemma":0.000023135939,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W1976433588","doi":"10.1121/1.4806427","title":"Pressure mapping system based on guided waves reflection","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Acoustics; Reflection (computer programming); Sensitivity (control systems); Pressure wave; Optics; Lamb waves; Intensity (physics); Materials science; Plane wave; Resolution (logic); Plane (geometry); Actuator; Physics; Wave propagation; Computer science; Mathematics; Geometry; Artificial intelligence","score_opus":0.013966356869771832,"score_gpt":0.23571589255928263,"score_spread":0.2217495356895108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976433588","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068449385,0.0006931626,0.9235041,0.0046055624,0.0006795444,0.00036049986,0.0000049653845,0.00027053914,0.0014322555],"genre_scores_gemma":[0.953635,0.00017596067,0.045784175,0.00022377494,0.000097276024,0.000002498443,7.063209e-8,0.000015659418,0.000065623055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925774,0.000021235825,0.00027920425,0.00004573113,0.000241057,0.00015503561],"domain_scores_gemma":[0.99923855,0.00021173799,0.00018123057,0.00024429552,0.00009399352,0.000030209687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018093904,0.00009985201,0.00020392121,0.000017827664,0.00009799469,0.00000979732,0.0003377348,0.00006986968,0.000015321046],"category_scores_gemma":[0.00009339037,0.000049621693,0.00019393115,0.00018750997,0.00017808756,0.00006500337,0.00004201081,0.0003767697,0.0000036290735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013514581,0.00002411552,0.000006959362,0.00015915872,0.00013299708,2.7334593e-7,0.00017486715,0.54522693,0.3970489,0.000006811929,0.046407267,0.010798233],"study_design_scores_gemma":[0.00023548862,0.0001534012,0.0005287216,0.00029794854,0.000115236406,0.000025152838,0.0025928942,0.96491617,0.025417434,0.00044088444,0.005170111,0.00010657878],"about_ca_topic_score_codex":0.000013345286,"about_ca_topic_score_gemma":4.523764e-8,"teacher_disagreement_score":0.8851856,"about_ca_system_score_codex":0.000061669896,"about_ca_system_score_gemma":0.000012396764,"threshold_uncertainty_score":0.20235139},"labels":[],"label_agreement":null},{"id":"W1977411384","doi":"10.1109/tcsii.2013.2281891","title":"An Interface Circuit With Wide Dynamic Range for Differential Capacitive Sensing Applications","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capacitive sensing; Dynamic range; CMOS; Capacitance; Bandwidth (computing); Electronic engineering; Chip; Wide dynamic range; Electronic circuit; Demodulation; SIGNAL (programming language); Electrical engineering; Computer science; Engineering; Physics; Telecommunications","score_opus":0.011067827472805413,"score_gpt":0.22274815725541242,"score_spread":0.211680329782607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977411384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17448011,0.0001427904,0.82115793,0.000020359172,0.0004357471,0.0020106125,0.00020111563,0.0013534955,0.00019781326],"genre_scores_gemma":[0.9967369,0.00004255713,0.00057639414,0.000015286889,0.000069070586,0.0020958388,0.000012579256,0.00013380546,0.00031755556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838334,0.000019513507,0.0003834685,0.0004952345,0.0002138563,0.00050458335],"domain_scores_gemma":[0.99878156,0.0001515679,0.00008689087,0.0006722115,0.00016524912,0.00014251121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000051514806,0.00039181096,0.00042509247,0.00021609759,0.00043330048,0.00012638676,0.00027352187,0.00022450258,0.000015841819],"category_scores_gemma":[0.0000030981112,0.00037340433,0.0001029453,0.00022226135,0.0001366847,0.00053571444,0.0000017226117,0.00036742724,0.000022925793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019464142,0.00017421768,0.000002688802,0.00038780688,0.00025696697,0.0000031241373,0.0013342957,0.16849677,0.77228093,0.00016994978,0.00018514384,0.056688655],"study_design_scores_gemma":[0.005935745,0.0016181051,0.00036904318,0.001986175,0.00052360183,0.00031908503,0.008613414,0.17305534,0.7890033,0.0016547677,0.01295652,0.0039648684],"about_ca_topic_score_codex":0.0001734437,"about_ca_topic_score_gemma":0.00008064944,"teacher_disagreement_score":0.8222568,"about_ca_system_score_codex":0.00019689216,"about_ca_system_score_gemma":0.000022284505,"threshold_uncertainty_score":0.9998718},"labels":[],"label_agreement":null},{"id":"W1977458348","doi":"10.1117/12.874890","title":"Application of ring down measurement approach to micro-cavities for bio-sensing applications","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Ring (chemistry); Materials science; Chemistry","score_opus":0.022147579947283336,"score_gpt":0.22193964152583523,"score_spread":0.1997920615785519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977458348","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671186,0.00017188437,0.027792603,0.00015480454,0.00009903768,0.0014558833,0.00005193434,0.00026719927,0.0028880322],"genre_scores_gemma":[0.4409924,0.00006630153,0.5580098,0.00001739742,0.0001369208,0.00068659836,0.0000055612586,0.00006425843,0.000020745467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829566,4.4178448e-9,0.0006266881,0.0003195053,0.00041579767,0.00034236073],"domain_scores_gemma":[0.99816906,0.00005013711,0.00022675285,0.00009031685,0.0013851079,0.00007864247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041797478,0.00027886638,0.0003800936,0.00015081349,0.000072291245,0.000030238045,0.00068016653,0.00017409545,9.299035e-7],"category_scores_gemma":[0.00016907416,0.00025411244,0.000369174,0.00033540546,0.00015724373,0.00026683367,0.000109170694,0.00018236213,6.218029e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031772975,0.00006915544,0.000028457698,0.0007818082,0.00021000585,4.3784043e-9,0.00024562323,0.0003921974,0.8008036,0.19501306,0.00030705074,0.0021172594],"study_design_scores_gemma":[0.00048576095,0.00012826097,0.00024442602,0.0001735327,0.00010860368,0.000004349167,0.0016719799,0.014682661,0.9745536,0.0034763098,0.004153558,0.0003169775],"about_ca_topic_score_codex":0.000008294511,"about_ca_topic_score_gemma":2.0020661e-7,"teacher_disagreement_score":0.53021723,"about_ca_system_score_codex":0.00017766481,"about_ca_system_score_gemma":0.0000137719035,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W1977739200","doi":"10.1109/mesa.2008.4735740","title":"A Fully Coupled Finite Element Formlation for Multi-Physics Micro Domains","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Finite element method; Computer science; MATLAB; Flexibility (engineering); Domain (mathematical analysis); Microelectromechanical systems; Graphical user interface; Computational science; Boundary (topology); Mechanical engineering; Interface (matter); Engineering; Structural engineering; Programming language; Mathematics; Physics; Mathematical analysis; Parallel computing","score_opus":0.033465885528026575,"score_gpt":0.25504630319732663,"score_spread":0.22158041766930006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977739200","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15515251,0.000069178575,0.84345853,0.000021194719,0.00007486864,0.00027446222,0.000009974606,0.0006857454,0.0002534986],"genre_scores_gemma":[0.5522979,0.00027976508,0.44651675,0.000040653256,0.00005615656,0.0001348954,0.00002918357,0.000030415646,0.00061428495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999556,4.0900113e-7,0.00012372852,0.00009074787,0.00004701212,0.000182107],"domain_scores_gemma":[0.99977946,0.000032017586,0.000017345994,0.00012532283,0.000026806854,0.000019061992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002191735,0.0000955158,0.00009742449,0.000028230064,0.00007185155,0.000004769222,0.000058719335,0.000053104144,0.000007905725],"category_scores_gemma":[0.000015284428,0.000086134656,0.000044316475,0.00007102051,0.000019830011,0.000097338285,0.0000148108875,0.000052130286,0.0000107425485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028115313,0.00009195897,0.00022333581,0.00009826265,0.00007693847,0.0000059436516,0.00033403534,0.066820644,0.9009574,0.004118938,0.0031493786,0.02409504],"study_design_scores_gemma":[0.0018008668,0.0000900129,0.0007127069,0.000010944894,0.000011199385,0.0000041461844,0.00012436663,0.4575258,0.5068516,0.0024016243,0.030134834,0.00033192028],"about_ca_topic_score_codex":0.0000030953638,"about_ca_topic_score_gemma":0.000015958074,"teacher_disagreement_score":0.39714536,"about_ca_system_score_codex":0.000039488907,"about_ca_system_score_gemma":0.0000054401526,"threshold_uncertainty_score":0.35124692},"labels":[],"label_agreement":null},{"id":"W1977918304","doi":"10.1063/1.3600785","title":"Independent tuning of frequency and quality factor of microresonators","year":2011,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resonator; Q factor; Quality (philosophy); Materials science; Boosting (machine learning); Automatic frequency control; Factor (programming language); Optoelectronics; Electronic engineering; Computer science; Physics; Engineering; Telecommunications","score_opus":0.02849253406254115,"score_gpt":0.22277656548982278,"score_spread":0.19428403142728162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977918304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931244,0.000058268863,0.005698401,0.000003851952,0.00003301022,0.00007035203,0.000011375005,0.00009400257,0.000906286],"genre_scores_gemma":[0.99395925,0.000021877853,0.0059628477,0.00002306495,0.000009376819,0.0000066121406,0.000001413267,0.000014900379,6.4876707e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955684,0.0000016220911,0.00016018948,0.00009472617,0.00007443279,0.000112167756],"domain_scores_gemma":[0.9997322,0.000020908063,0.000059990412,0.00016054565,0.000008732301,0.000017609158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027398584,0.000094391035,0.00016742822,0.000029284316,0.000011619624,0.0000014877819,0.00009240639,0.000044024207,0.000004233787],"category_scores_gemma":[0.0000022438362,0.0000937959,0.000025778852,0.00007321617,0.00009388024,0.000045285997,0.000032405886,0.000107912805,7.870101e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002714573,0.000009162903,0.0012069517,0.000063671694,0.00002455781,3.070269e-7,0.0006022572,0.000028189737,0.9824037,0.011198318,0.000008076956,0.004452124],"study_design_scores_gemma":[0.00013840034,0.0000067204573,0.013365718,0.000010388839,0.000005221743,1.3315574e-7,0.00013455129,0.0000031625193,0.9838305,0.0023817348,0.00001770949,0.0001057443],"about_ca_topic_score_codex":0.00004198905,"about_ca_topic_score_gemma":0.000002145296,"teacher_disagreement_score":0.012158766,"about_ca_system_score_codex":0.000011321986,"about_ca_system_score_gemma":0.0000023962402,"threshold_uncertainty_score":0.38248855},"labels":[],"label_agreement":null},{"id":"W1978222129","doi":"10.1007/s00542-009-1014-z","title":"Calibration of residual stress difference of MetalMUMPs silicon nitride films","year":2010,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Silicon nitride; Residual stress; Nitride; Silicon; Microelectromechanical systems; Thin film; Nickel; Composite material; Stress (linguistics); Optoelectronics; Metallurgy; Nanotechnology; Layer (electronics)","score_opus":0.007234367619825477,"score_gpt":0.20703769371790726,"score_spread":0.19980332609808177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978222129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947591,0.0010142755,0.0010295266,0.000033884957,0.00022096711,0.00022035344,0.00013043328,0.00243519,0.00015625921],"genre_scores_gemma":[0.99438804,0.00022230999,0.005261743,7.547779e-7,0.000007744217,0.000036409,0.000008215143,0.00002365614,0.000051110375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989892,0.0000037570833,0.00044614388,0.00019563427,0.00013926662,0.00022598289],"domain_scores_gemma":[0.99903053,0.00009807264,0.00015158019,0.00063657126,0.00007057329,0.000012686416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000926509,0.000192615,0.00039963124,0.00024229713,0.00003395858,0.000012370257,0.00049699645,0.0004345567,0.00000611649],"category_scores_gemma":[0.00021422989,0.00016363176,0.00006149431,0.00029493184,0.0002784846,0.000115584015,0.0001442876,0.00039054357,0.0000015081707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045268966,0.000016748123,0.00087267393,0.0003637291,0.000025303993,0.0000018256814,0.0000382002,0.00023875597,0.99300575,0.0018256404,0.00007199261,0.0035348248],"study_design_scores_gemma":[0.00014683169,0.000047560443,0.00052904367,0.0001233777,0.000012760861,0.000006934478,0.0014228404,0.00036207584,0.99571586,0.0013578943,0.00011680036,0.00015802954],"about_ca_topic_score_codex":0.000034007993,"about_ca_topic_score_gemma":0.00016798268,"teacher_disagreement_score":0.004232216,"about_ca_system_score_codex":0.000012239948,"about_ca_system_score_gemma":0.000013192683,"threshold_uncertainty_score":0.66727096},"labels":[],"label_agreement":null},{"id":"W1979412207","doi":"10.1088/0960-1317/13/2/321","title":"Modeling of two-hot-arm horizontal thermal actuator","year":2003,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Finite element method; Microelectromechanical systems; Thermal; Deflection (physics); Mechanical engineering; Voltage; Engineering; Materials science; Structural engineering; Electrical engineering; Physics; Optics; Optoelectronics","score_opus":0.006556422087479744,"score_gpt":0.19493477649176638,"score_spread":0.18837835440428663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979412207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90936214,0.0047259093,0.08536931,0.000004864148,0.00037287967,0.000048507227,0.0000040727123,0.00005417454,0.000058156736],"genre_scores_gemma":[0.9655865,0.001672517,0.032651324,0.0000040810864,0.000039794486,9.3862053e-7,2.817359e-7,0.00003962223,0.0000049676055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991984,0.0000030008734,0.00039285325,0.00008493646,0.000089105364,0.00023171098],"domain_scores_gemma":[0.9996634,0.000016932898,0.00007598973,0.000113394766,0.000064004926,0.0000662805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016827056,0.00017286027,0.00031439328,0.0001886455,0.000026166297,0.000014672196,0.00012697224,0.00008078092,0.000007841539],"category_scores_gemma":[0.0000244151,0.00015850709,0.000094353134,0.00011164571,0.000011972752,0.00014649064,0.000025737327,0.00028838884,5.2422814e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000600618,0.0000141292185,0.0000010079222,0.00005176324,0.000050548442,0.000012316004,0.0000757829,0.04589916,0.95017827,0.0008556837,0.000009199398,0.002846117],"study_design_scores_gemma":[0.00069303554,0.00014486404,0.0000022274455,0.000139257,0.000032526947,0.00034447433,0.00023391064,0.040149797,0.95654744,0.00064796093,0.0008593653,0.00020515616],"about_ca_topic_score_codex":0.0000014132512,"about_ca_topic_score_gemma":9.851746e-7,"teacher_disagreement_score":0.05622435,"about_ca_system_score_codex":0.00004245104,"about_ca_system_score_gemma":0.000014704918,"threshold_uncertainty_score":0.64637315},"labels":[],"label_agreement":null},{"id":"W1980439476","doi":"10.1117/12.2008949","title":"Pressure mapping system based on guided waves reflection","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Arthritis Network","keywords":"Actuator; Acoustics; Reflection (computer programming); Pressure wave; Optics; Electrical impedance; Materials science; Resolution (logic); Measure (data warehouse); Image resolution; Pressure measurement; Computer science; Physics; Artificial intelligence","score_opus":0.014147929044082205,"score_gpt":0.22707481630739654,"score_spread":0.21292688726331432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980439476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907824,0.00010817697,0.00024068751,0.000793016,0.00035683435,0.0006825699,0.000020274449,0.00071214023,0.006303929],"genre_scores_gemma":[0.87308824,0.00007268705,0.12564848,0.000056918117,0.00033376037,0.0004418144,0.000005690896,0.000101906844,0.00025051474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981726,4.9604165e-9,0.0005952981,0.00032271675,0.0005063803,0.00040304422],"domain_scores_gemma":[0.9986194,0.00009644957,0.00020494437,0.00008202133,0.0009125404,0.00008466671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002736707,0.000339198,0.00038586298,0.00016335821,0.00008452148,0.00010073064,0.00067628874,0.00026264912,0.0000108553],"category_scores_gemma":[0.00027838012,0.00028118768,0.00041233716,0.00034728553,0.00012258881,0.0005138792,0.00008022458,0.00036328429,0.0000042370866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017212315,0.00003841429,0.00004327853,0.00113508,0.00025253632,5.7383954e-8,0.00006057952,0.005534708,0.86735374,0.11866378,0.0063782763,0.0005223509],"study_design_scores_gemma":[0.0009515052,0.00026774855,0.00069365656,0.0009776489,0.00010856267,0.000012902096,0.0017681266,0.4140204,0.5697479,0.0011688542,0.009746278,0.0005363861],"about_ca_topic_score_codex":0.000008277911,"about_ca_topic_score_gemma":5.9147172e-8,"teacher_disagreement_score":0.40848568,"about_ca_system_score_codex":0.00019938446,"about_ca_system_score_gemma":0.000011906342,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W1980553554","doi":"10.1088/0960-1317/16/10/017","title":"Modelling and control of an electrostatically actuated torsional micromirror","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Tilt (camera); Control theory (sociology); Voltage; Control system; Range (aeronautics); Actuator; Engineering; Computer science; Control (management); Mechanical engineering; Electrical engineering","score_opus":0.00317737141021824,"score_gpt":0.17147601106028143,"score_spread":0.1682986396500632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980553554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7789632,0.0028119432,0.21803387,0.000016670925,0.00007344494,0.000048223537,0.000011412555,0.00003828789,0.0000029607108],"genre_scores_gemma":[0.93792105,0.00079293817,0.06120978,0.0000064624755,0.00003336467,7.850574e-7,0.0000016855853,0.00002880891,0.0000051450866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922353,0.000002950322,0.00039384552,0.0000942684,0.0000766962,0.00020870326],"domain_scores_gemma":[0.9996522,0.00003384222,0.00009598449,0.000078591875,0.00007921587,0.000060167073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013262188,0.0001538777,0.00030714154,0.00017822419,0.000027153685,0.00001979296,0.00008928934,0.0000879799,0.0000022202419],"category_scores_gemma":[0.0000074671743,0.00014213144,0.00004563631,0.00008239185,0.000022093598,0.00016243613,0.000017795222,0.00021446755,1.3292363e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020567348,0.000017435095,0.0000017883904,0.000054154705,0.000031126754,0.000011301387,0.000023861821,0.036208607,0.9621212,0.0002717114,0.000011901542,0.0012263489],"study_design_scores_gemma":[0.0009252875,0.00021214508,0.00003232466,0.000099893674,0.00004043777,0.0003785504,0.000038063456,0.13070972,0.8648955,0.0019176721,0.0005707014,0.0001796474],"about_ca_topic_score_codex":0.0000053283948,"about_ca_topic_score_gemma":0.0000015222174,"teacher_disagreement_score":0.15895784,"about_ca_system_score_codex":0.000026980582,"about_ca_system_score_gemma":0.000010846897,"threshold_uncertainty_score":0.57959515},"labels":[],"label_agreement":null},{"id":"W1981062680","doi":"10.1117/12.2005460","title":"A smaller footprint MEMS sensor for on-chip temperature measurement","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Ontario Centres of Excellence; CMC Microsystems","keywords":"Microelectromechanical systems; Materials science; Capacitive sensing; Footprint; Electrode; Optoelectronics; Silicon; Chip; Sensitivity (control systems); Substrate (aquarium); Microchannel; Enhanced Data Rates for GSM Evolution; Flexibility (engineering); Microfabrication; Fabrication; Electronic engineering; Electrical engineering; Nanotechnology; Computer science; Engineering","score_opus":0.017217849135639278,"score_gpt":0.21841192581994995,"score_spread":0.20119407668431066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981062680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942672,0.00014232652,0.000064763226,0.0018884179,0.00035767962,0.0012304141,0.00003269767,0.00038928303,0.0016271672],"genre_scores_gemma":[0.83229804,0.00023318992,0.16486643,0.000111624526,0.0005821714,0.0014732399,0.000006390427,0.00017077806,0.00025815712],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978783,3.4288188e-9,0.00058918714,0.0003740756,0.00065294816,0.00050544355],"domain_scores_gemma":[0.997818,0.000106913794,0.00017053049,0.0000862217,0.0017041056,0.0001142381],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037518123,0.00040953932,0.0004438112,0.00011375006,0.00008549619,0.00011266169,0.0007629927,0.00029414782,0.00000833315],"category_scores_gemma":[0.00054586586,0.00032460736,0.0005989683,0.0002210552,0.00014094399,0.00024317142,0.00010291852,0.00041854614,0.0000029232988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037668866,0.000065418964,0.000016685977,0.00050488894,0.00039170196,3.7510798e-8,0.000076306744,0.00072825607,0.8752497,0.11822424,0.0037201906,0.000984937],"study_design_scores_gemma":[0.0011632397,0.0004088008,0.0005012507,0.00040837054,0.00008413352,0.000007711495,0.0012291927,0.007445825,0.9744728,0.003954741,0.009802757,0.00052113907],"about_ca_topic_score_codex":0.000005013576,"about_ca_topic_score_gemma":2.3839604e-7,"teacher_disagreement_score":0.16480167,"about_ca_system_score_codex":0.00024375464,"about_ca_system_score_gemma":0.00001663307,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W1981205954","doi":"10.1109/tmtt.2011.2170089","title":"Generalized Multiport Waveguide Switches Based on Multiple Short-Circuit Loads in Power-Divider Junctions","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Power dividers and directional couplers; Electrical engineering; Equivalent circuit; Electronic engineering; Engineering; Waveguide; Electronic circuit; Power (physics); Computer science; Voltage; Physics; Optoelectronics","score_opus":0.02713672051205794,"score_gpt":0.23124932470930468,"score_spread":0.20411260419724675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981205954","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40237284,0.00008073879,0.5909563,0.000013389526,0.00018549727,0.00041850266,0.000028108003,0.0017008467,0.0042438153],"genre_scores_gemma":[0.98753846,0.0002712658,0.011549208,0.00012038041,0.000011986714,0.0002710657,0.0000032376151,0.00006479162,0.0001695777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988775,0.000031098716,0.00032826775,0.00033998894,0.0000980262,0.00032510803],"domain_scores_gemma":[0.9992829,0.00017131276,0.00002902189,0.00041829023,0.000030865733,0.000067621026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030453058,0.00032594946,0.0002847221,0.00045578973,0.00013217382,0.000017184408,0.00014900815,0.00026726932,0.00010633222],"category_scores_gemma":[0.000017517303,0.00030879193,0.00011442506,0.00023248576,0.00016311608,0.00015919199,0.0000022554914,0.0004860339,0.000008216546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001811989,0.00021711281,0.000041480074,0.000027188336,0.00003888111,0.000018052093,0.0002619145,0.0006062569,0.95001346,0.0010857633,0.0000656117,0.047443066],"study_design_scores_gemma":[0.00035064173,0.00017846173,0.0001088057,0.00009889085,0.00002459552,0.000012369249,0.00014749044,0.00020071302,0.98853666,0.009274361,0.0007112919,0.0003557142],"about_ca_topic_score_codex":0.000030347606,"about_ca_topic_score_gemma":0.00013034263,"teacher_disagreement_score":0.5851657,"about_ca_system_score_codex":0.00008199764,"about_ca_system_score_gemma":0.000012373274,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W1981415354","doi":"10.1142/s0219878908001594","title":"HIGH SENSITIVITY AND HIGH DYNAMIC RANGE OPTICAL MICRO-RADIATOR VACUUM SENSOR FABRICTED WITH CMOS TECHNOLOGY","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Acquisition","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parks Canada; Dalhousie University","funders":"CMC Microsystems","keywords":"Radiator (engine cooling); Photodetector; CMOS; Calibration; Sensitivity (control systems); Dynamic range; Materials science; Optoelectronics; Optical power; Pressure sensor; Power (physics); Computer science; Optics; Electronic engineering; Physics; Engineering","score_opus":0.0027216120226625975,"score_gpt":0.19282247900303665,"score_spread":0.19010086698037404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981415354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195239,0.00006146361,0.07890512,0.00082181115,0.00034414598,0.00007854134,0.000031642798,0.00017708671,0.000056277648],"genre_scores_gemma":[0.9644084,0.0003960359,0.03495945,0.00012409463,0.00006581824,0.0000035200817,0.000026219022,0.0000100425395,0.000006395082],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913883,0.000005614882,0.00038879883,0.00005742813,0.00027860948,0.00013071718],"domain_scores_gemma":[0.99917847,0.000042953514,0.00020184675,0.00007990465,0.00045042438,0.000046377998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008967729,0.00012943654,0.00017927137,0.0005479991,0.000054077733,0.000034780816,0.000106372514,0.00013193626,0.000017184242],"category_scores_gemma":[0.000039103823,0.000110095134,0.00003413151,0.00016447858,0.00009875411,0.0012134952,0.000029465235,0.00024390052,0.0000150572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013272518,0.00020981613,0.004022873,0.00015047078,0.0011518479,0.001368013,0.0011994732,0.039826885,0.8127027,0.009982936,0.0021102421,0.1259475],"study_design_scores_gemma":[0.01306351,0.0012841496,0.30848554,0.0006999221,0.00015409398,0.036551487,0.0018748137,0.027791662,0.596926,0.0045602866,0.007063799,0.0015447474],"about_ca_topic_score_codex":0.0000039024017,"about_ca_topic_score_gemma":0.000002058597,"teacher_disagreement_score":0.30446267,"about_ca_system_score_codex":0.00016298225,"about_ca_system_score_gemma":0.000021298658,"threshold_uncertainty_score":0.44895494},"labels":[],"label_agreement":null},{"id":"W1981422965","doi":"10.1088/0960-1317/17/11/015","title":"A tunable radio frequency MEMS inductor using MetalMUMPs","year":2007,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"CMC Microsystems","keywords":"Inductor; Inductance; Microelectromechanical systems; HFSS; Loop (graph theory); Substrate (aquarium); Materials science; Engineering; Electrical engineering; Electromagnetic coil; Electronic engineering; Optoelectronics; Voltage; Mathematics","score_opus":0.00992184829324036,"score_gpt":0.2085587384738381,"score_spread":0.19863689018059774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981422965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8664433,0.011308017,0.121328585,0.000009633772,0.00071261,0.00006248685,0.0000035236576,0.00010430223,0.000027537139],"genre_scores_gemma":[0.9199975,0.0021661923,0.07759265,0.000009410702,0.00015487522,5.6994884e-7,5.175552e-7,0.000060540176,0.000017732318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989048,0.0000016184447,0.00048800017,0.00011081218,0.00010996424,0.00038479274],"domain_scores_gemma":[0.99953145,0.000028732022,0.00011621858,0.00013482149,0.00007374001,0.00011505068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039544818,0.00021113605,0.00034538013,0.0003812783,0.000049850918,0.000033327746,0.00017078972,0.00013558201,0.0000068978916],"category_scores_gemma":[0.00003099045,0.0001977248,0.000097546006,0.000240817,0.00001853425,0.00026982275,0.00004284865,0.000417818,8.40944e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040171712,0.000008830404,0.00000472125,0.00006007588,0.00007315012,0.00007850315,0.000077079225,0.0011690521,0.9945097,0.00020565164,0.00003805445,0.0037711621],"study_design_scores_gemma":[0.0004190641,0.00007383172,0.000037003567,0.000144518,0.000049283342,0.0015249146,0.0002471541,0.001439939,0.9910334,0.00093152997,0.0038309605,0.00026840993],"about_ca_topic_score_codex":0.0000047252797,"about_ca_topic_score_gemma":0.0000025146003,"teacher_disagreement_score":0.053554215,"about_ca_system_score_codex":0.00012823945,"about_ca_system_score_gemma":0.00001600407,"threshold_uncertainty_score":0.8062983},"labels":[],"label_agreement":null},{"id":"W1981684536","doi":"10.1109/iscas.2010.5537914","title":"A MEMS-based temperature-compensated vacuum sensor for low-power monolithic integration","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Transimpedance amplifier; Materials science; Resonator; CMOS; Electrical engineering; Amplifier; Optoelectronics; Power (physics); Electronic engineering; Operational amplifier; Engineering; Physics","score_opus":0.006180051545108589,"score_gpt":0.2250651012506122,"score_spread":0.2188850497055036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981684536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978169,0.0000322563,0.017606506,0.00020542173,0.0006160265,0.0003668883,0.000012576956,0.0020117254,0.0009795828],"genre_scores_gemma":[0.9624527,0.000005823324,0.03683676,0.00008663143,0.000042121148,0.00009046612,0.000019340347,0.000037941332,0.00042821612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993703,0.0000014444137,0.00016355792,0.00016540794,0.00006633185,0.0002330105],"domain_scores_gemma":[0.9995126,0.00006391621,0.00001935082,0.00028886594,0.000075830736,0.000039417402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006490709,0.00016959441,0.0001577736,0.0000969632,0.000056654826,0.0000342456,0.00011794861,0.00025374367,0.00007834869],"category_scores_gemma":[0.00006665879,0.00013350026,0.00006078735,0.00013375409,0.000034501427,0.000103864884,0.000010178532,0.00037440035,0.000022182878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010751992,0.0000129405225,0.000004369489,0.000017923305,0.000009330575,0.000001011436,0.000023804556,0.00040978074,0.996229,0.0013386899,0.00077063154,0.0011717972],"study_design_scores_gemma":[0.0003949762,0.000045221666,0.00021524819,0.00001752732,0.0000055322157,0.0000018248246,0.00008098808,0.010515325,0.98195696,0.001017865,0.005545676,0.00020288266],"about_ca_topic_score_codex":0.0000042269407,"about_ca_topic_score_gemma":0.000082546925,"teacher_disagreement_score":0.019230252,"about_ca_system_score_codex":0.000020931528,"about_ca_system_score_gemma":0.000012455394,"threshold_uncertainty_score":0.5443983},"labels":[],"label_agreement":null},{"id":"W1982075973","doi":"10.1108/03321640710751154","title":"Design and synthesis of wide tuning range variable comb drive MEMS capacitors","year":2007,"lang":"en","type":"article","venue":"COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Capacitance; Variable capacitor; Capacitor; Variable (mathematics); Computer science; Software; Electronic engineering; Optimal design; Engineering; Electrical engineering; Materials science; Voltage; Electrode; Mathematics; Physics; Nanotechnology","score_opus":0.010590571294828427,"score_gpt":0.23904221830876002,"score_spread":0.22845164701393159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982075973","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19244012,0.0011005903,0.8061096,0.000065020075,0.00010533487,0.00011033654,5.833839e-7,0.000039660685,0.000028756427],"genre_scores_gemma":[0.932098,0.0011769122,0.06664485,0.00001237093,0.000036335583,0.000008917169,5.57628e-7,0.00001577432,0.0000063165503],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933183,0.00000356225,0.0002667008,0.00007275465,0.000114123235,0.00021102405],"domain_scores_gemma":[0.9984854,0.0013329446,0.00005803595,0.000033467604,0.00005622452,0.00003391329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051018875,0.00010344236,0.00016606464,0.00017541202,0.00005236802,0.0000353921,0.00010655212,0.000048670063,5.497374e-7],"category_scores_gemma":[0.00019144971,0.00008184415,0.000020869862,0.000111700625,0.000029091143,0.00007633828,0.00002225925,0.00024758105,6.158609e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013238435,0.00015118493,0.00012690232,0.0003728096,0.0005548574,0.0000148690715,0.0017584439,0.5704948,0.16495028,0.15445817,0.00017153738,0.106813796],"study_design_scores_gemma":[0.00047959745,0.00007753423,0.00011090867,0.0001236946,0.000019541218,0.00016849137,0.000116027804,0.9378264,0.013054451,0.047591385,0.00030432956,0.00012766753],"about_ca_topic_score_codex":0.0000015308007,"about_ca_topic_score_gemma":0.0000016111633,"teacher_disagreement_score":0.7396578,"about_ca_system_score_codex":0.00007592999,"about_ca_system_score_gemma":0.000011887328,"threshold_uncertainty_score":0.33375072},"labels":[],"label_agreement":null},{"id":"W1982327920","doi":"10.1016/j.ijsolstr.2015.04.011","title":"On the parameters which govern the symmetric snap-through buckling behavior of an initially curved microbeam","year":2015,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microbeam; Buckling; Galerkin method; Arch; Materials science; Beam (structure); Structural engineering; Mechanics; Mathematics; Physics; Finite element method; Composite material; Optics; Engineering","score_opus":0.02788555111974763,"score_gpt":0.2813671710910155,"score_spread":0.2534816199712679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982327920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762344,0.00044047154,0.0007040806,0.00024889348,0.00056838716,0.00005142376,0.00001802075,0.000015978603,0.00032927704],"genre_scores_gemma":[0.996972,0.00024072571,0.0025710468,0.00008963619,0.00010923958,0.000001780821,0.0000011880768,0.0000103862085,0.0000039516244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992829,0.000011769665,0.00025597942,0.000060323036,0.00029703625,0.00009198883],"domain_scores_gemma":[0.9993525,0.00014183391,0.00014812588,0.0000881327,0.00023918688,0.000030198391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015793771,0.00009722338,0.00013066208,0.000081325896,0.000033963403,0.000050978233,0.0003807679,0.00005662845,0.000004554779],"category_scores_gemma":[0.0002074916,0.00005174501,0.000046462672,0.00009921865,0.00007960203,0.00016203892,0.00003755499,0.00027354446,2.3973547e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009847508,0.00029519718,0.002323734,0.000080403566,0.002091584,0.00040796536,0.007292353,0.18485805,0.39704835,0.17079641,0.0039329613,0.22988823],"study_design_scores_gemma":[0.0036656556,0.001780212,0.034876,0.00038324407,0.00022929902,0.0019748067,0.0056520654,0.0029732254,0.56038886,0.3814008,0.005900752,0.0007750784],"about_ca_topic_score_codex":0.000023893415,"about_ca_topic_score_gemma":0.000012799255,"teacher_disagreement_score":0.22911315,"about_ca_system_score_codex":0.00003586245,"about_ca_system_score_gemma":0.000018646802,"threshold_uncertainty_score":0.21101004},"labels":[],"label_agreement":null},{"id":"W1982358915","doi":"10.1109/nano.2007.4601230","title":"Millimeter-sized nanomanipulator with sub-nanometer positioning resolution and large force output","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microactuator; Microelectromechanical systems; Millimeter; Capacitive sensing; Nanometre; Linearity; Materials science; Displacement (psychology); Nano-; Computer science; Electronic engineering; Optoelectronics; Actuator; Electrical engineering; Engineering; Optics; Physics","score_opus":0.007722094119502148,"score_gpt":0.20220724462813527,"score_spread":0.19448515050863313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982358915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8059058,0.0004360778,0.19068016,0.00001764675,0.000045986882,0.000102265585,0.0000023732798,0.00062659045,0.0021830667],"genre_scores_gemma":[0.9738961,0.000066383065,0.025575493,0.000032713604,0.000021816888,0.00000677132,0.000005175671,0.000025426107,0.00037010925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993484,0.0000014050506,0.00013048954,0.00014460548,0.000074196905,0.00030091847],"domain_scores_gemma":[0.9997508,0.000028442442,0.000018304489,0.0001400533,0.00001825138,0.000044169374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009878521,0.00012348867,0.00012211088,0.000107908396,0.00008285141,0.000017824195,0.00004725844,0.00008361222,0.0000069661496],"category_scores_gemma":[0.000008284546,0.00009874818,0.000020831889,0.00012850661,0.000030530915,0.00017586365,0.000027952821,0.00009184299,0.0000053553904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008342132,0.000027290365,0.0012837895,0.00006301866,0.00007109744,0.00003412669,0.0001415522,0.0003140159,0.9766412,0.003924431,0.00022409344,0.017191961],"study_design_scores_gemma":[0.0016096308,0.0002706001,0.02273584,0.000085833606,0.000032243835,0.00007010907,0.00034259466,0.0027547788,0.96220684,0.00093433436,0.008386465,0.00057073194],"about_ca_topic_score_codex":0.0000041821486,"about_ca_topic_score_gemma":0.000065509106,"teacher_disagreement_score":0.16799028,"about_ca_system_score_codex":0.000037666494,"about_ca_system_score_gemma":0.0000023649575,"threshold_uncertainty_score":0.4026834},"labels":[],"label_agreement":null},{"id":"W1982479227","doi":"10.1080/15376494.2011.584264","title":"Free Vibration Analysis of a Microbeam Subjected to a Symmetric Electrostatic Field","year":2013,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hunan University; Dalhousie University","keywords":"Microbeam; Vibration; Nonlinear system; Bernoulli's principle; Nyström method; Physics; Field (mathematics); Classical mechanics; Euler's formula; Amplitude; Mechanics; Materials science; Mathematical analysis; Acoustics; Optics; Mathematics; Integral equation","score_opus":0.0032647392160929166,"score_gpt":0.19971422770490452,"score_spread":0.1964494884888116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982479227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793225,0.00025606016,0.019858344,0.000020642216,0.00010939048,0.00023426599,0.00009086161,0.00009277033,0.000015176496],"genre_scores_gemma":[0.968685,0.0002589088,0.03096509,0.000026620844,0.0000065577906,0.000023465078,0.000017108388,0.0000134982865,0.0000037505274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933684,0.0000047773756,0.00028666254,0.00013476869,0.00007939439,0.00015755446],"domain_scores_gemma":[0.99952996,0.000050812185,0.00008005791,0.0002418834,0.00006661173,0.00003069013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003609676,0.00012867553,0.00038425464,0.0004146623,0.000020815482,0.000017092032,0.00013105421,0.000080512815,0.000050318908],"category_scores_gemma":[0.00010146409,0.00011173614,0.00003572747,0.00063708116,0.000008812498,0.00010864016,0.000050915325,0.000042484753,2.5686418e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015880869,0.0000036510255,0.0000017796534,0.00010338171,0.000105108054,2.1301493e-7,0.000054657252,0.0020258385,0.9885133,0.0048685484,0.000021588741,0.004286057],"study_design_scores_gemma":[0.00015022609,0.00015244127,0.0006979979,0.000016761252,0.00007661677,6.8034797e-7,0.00006417957,0.00027949823,0.94999844,0.048434127,0.000020695627,0.000108357235],"about_ca_topic_score_codex":0.000049239257,"about_ca_topic_score_gemma":0.00003306026,"teacher_disagreement_score":0.04356558,"about_ca_system_score_codex":0.000010799977,"about_ca_system_score_gemma":0.00000389324,"threshold_uncertainty_score":0.45564675},"labels":[],"label_agreement":null},{"id":"W1983069059","doi":"10.1504/ijista.2008.018173","title":"Static and dynamic evaluation of Silicon-On-Insulator-based scanning micromirrors","year":2008,"lang":"en","type":"article","venue":"International Journal of Intelligent Systems Technologies and Applications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Silicon on insulator; Materials science; Wafer; Laser Doppler vibrometer; Microfabrication; Surface micromachining; Silicon; Wafer bonding; Optoelectronics; Microelectromechanical systems; Interferometry; Laser; Optics; Photomask; Electronic engineering; Nanotechnology; Engineering; Fabrication; Distributed feedback laser; Resist","score_opus":0.024613049348166664,"score_gpt":0.2903649886872268,"score_spread":0.26575193933906016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983069059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674459,0.003975167,0.027555816,0.00024310002,0.00017884705,0.00031643384,0.000021630263,0.0001844937,0.00007861149],"genre_scores_gemma":[0.9955122,0.0028354572,0.0015394865,0.0000070709316,0.000015780532,0.00006755054,0.0000029707426,0.000013277312,0.000006217137],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895084,0.0000070313868,0.00049143546,0.00011494842,0.00033472216,0.000101015336],"domain_scores_gemma":[0.9990232,0.000104853265,0.00026091316,0.00015803994,0.0004290542,0.000023934695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021898016,0.00012445817,0.00021058468,0.00041067254,0.000052224426,0.000016828373,0.0002660698,0.0000993784,0.0000020357934],"category_scores_gemma":[0.00009859682,0.000106573934,0.0000443286,0.00014162158,0.00019709027,0.00008692409,0.00003659587,0.0001749332,0.0000012470767],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006391333,0.0003128013,0.0019315787,0.00025923504,0.0005852488,0.000020982176,0.00034105452,0.15840657,0.33629203,0.0125615,0.00048069027,0.4887444],"study_design_scores_gemma":[0.003143322,0.0010208762,0.0102644125,0.0020982989,0.00027382438,0.0013521226,0.019202985,0.23914704,0.67084527,0.020345123,0.031126387,0.0011803599],"about_ca_topic_score_codex":0.000007063387,"about_ca_topic_score_gemma":0.0000019553718,"teacher_disagreement_score":0.48756406,"about_ca_system_score_codex":0.00012070653,"about_ca_system_score_gemma":0.000032652,"threshold_uncertainty_score":0.43459588},"labels":[],"label_agreement":null},{"id":"W1983291295","doi":"10.1115/imece2006-14765","title":"Design and Modelling of Novel Linearly Tunable Capacitors","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of Ontario","keywords":"Capacitor; Linearity; Sensitivity (control systems); Capacitance; Materials science; Voltage; Nonlinear system; Stiffness; Microelectromechanical systems; Variable capacitor; Electronic engineering; Optoelectronics; Electrical engineering; Engineering; Physics; Electrode; Composite material","score_opus":0.02970040350264063,"score_gpt":0.19557984118530428,"score_spread":0.16587943768266364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983291295","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27727166,0.00021052605,0.721181,0.0000038858607,0.000025699097,0.000037288693,5.6084457e-7,0.00022996287,0.0010394632],"genre_scores_gemma":[0.6180909,0.000055243545,0.38166755,0.0000011374459,0.000012970374,0.000002594911,2.6104402e-7,0.000008439467,0.00016085779],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999725,3.730432e-7,0.00008725211,0.00005701526,0.000034730998,0.00009564099],"domain_scores_gemma":[0.9998782,0.000020276437,0.000008911254,0.00007099792,0.000012227449,0.000009346311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027792046,0.00005670039,0.00007727803,0.00003931973,0.000013607094,0.0000048535435,0.000032813914,0.000047866888,0.000002708682],"category_scores_gemma":[0.0000021337596,0.0000497007,0.00000934918,0.00005853321,0.000025066262,0.000072186645,0.000008005554,0.000047607995,6.487006e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.3470716e-7,0.0000051336074,0.0000041681515,0.000010489713,0.0000022819495,2.4032218e-7,0.000009246279,0.76663595,0.2315332,0.001328448,0.00007514584,0.00039497323],"study_design_scores_gemma":[0.00010439611,0.000012288935,0.0000068509307,0.000007235761,0.0000020435048,0.0000011443378,0.000027915827,0.54800725,0.44972178,0.0017303405,0.00031770422,0.00006101338],"about_ca_topic_score_codex":0.000079545054,"about_ca_topic_score_gemma":0.0000025009306,"teacher_disagreement_score":0.34081927,"about_ca_system_score_codex":0.000006539448,"about_ca_system_score_gemma":0.0000018618539,"threshold_uncertainty_score":0.20267355},"labels":[],"label_agreement":null},{"id":"W1983339343","doi":"10.1116/1.2356865","title":"Micromechanical resonators and filters for microelectromechanical system applications","year":2006,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Microelectromechanical systems; Cantilever; Passband; Band-pass filter; Coupling (piping); Filter (signal processing); Prototype filter; Finite element method; Acoustics; Coupling coefficient of resonators; Materials science; Electronic engineering; Mechanical filter; Engineering; Filter design; Structural engineering; Optoelectronics; Physics; Electrical engineering","score_opus":0.006941552920156862,"score_gpt":0.20508190521056732,"score_spread":0.19814035229041047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983339343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8918166,0.04829259,0.058848903,0.0003599414,0.000101284364,0.00037886816,0.0000074249965,0.0001722353,0.000022120994],"genre_scores_gemma":[0.9791565,0.000760568,0.019945197,0.000017696007,0.000060776623,0.000030720486,6.6624636e-7,0.000023418479,0.000004489914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984253,0.0000049001574,0.0004536268,0.00033409827,0.00023820401,0.0005438779],"domain_scores_gemma":[0.99926496,0.000019895882,0.00021076018,0.00014507982,0.00027698808,0.000082350176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060172693,0.00024447497,0.00037264076,0.00087178184,0.0004128891,0.00013321727,0.0003286123,0.00016596659,3.9742318e-7],"category_scores_gemma":[0.000019966756,0.00020003764,0.00004335078,0.0007434153,0.0004566073,0.00023232981,0.00008045903,0.0003505856,5.4935473e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020796004,0.000011790492,0.000020644102,0.00013834215,0.000022504324,9.208244e-7,0.000021214159,0.0000044896515,0.93659043,0.012879762,0.000020433507,0.050268695],"study_design_scores_gemma":[0.0014802421,0.0010525598,0.0002135709,0.00017736305,0.0001466825,0.00082542835,0.00038238673,0.00075894216,0.85604596,0.12646078,0.011870437,0.0005856277],"about_ca_topic_score_codex":8.3775893e-7,"about_ca_topic_score_gemma":0.0000026536966,"teacher_disagreement_score":0.11358102,"about_ca_system_score_codex":0.00024998415,"about_ca_system_score_gemma":0.00012419854,"threshold_uncertainty_score":0.8157298},"labels":[],"label_agreement":null},{"id":"W1983415008","doi":"10.1109/mwsym.2008.4633120","title":"Monolithic crossbar MEMS switch matrix","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crossbar switch; Insertion loss; Crossover switch; Microelectromechanical systems; Return loss; RF switch; Optical switch; Matrix (chemical analysis); Fabrication; Computer science; Materials science; Electrical engineering; Electronic engineering; Optoelectronics; Radio frequency; Engineering; Telecommunications","score_opus":0.013930323562530031,"score_gpt":0.23425881732575626,"score_spread":0.22032849376322622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983415008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97237146,0.000757004,0.007006699,0.000057607165,0.00016973309,0.00006216975,0.0000014660246,0.0027890997,0.016784754],"genre_scores_gemma":[0.9882027,0.000801589,0.008121476,0.000019694651,0.000036651225,0.000012873265,8.1897264e-7,0.000022943774,0.0027812491],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995236,4.3735773e-7,0.00010526741,0.00009774687,0.00006687299,0.00020612444],"domain_scores_gemma":[0.99972695,0.000012480108,0.000007333423,0.00020940459,0.000012683034,0.000031168664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020121057,0.00009712199,0.00010443127,0.000047009104,0.00006372368,0.00000695143,0.00011157296,0.00009183124,0.00006261636],"category_scores_gemma":[0.000011799041,0.00008276422,0.000031768926,0.000115985276,0.000046230263,0.00010192228,0.000026190753,0.00013593324,0.00019725139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007519017,0.000036207803,0.0011944828,0.0000702721,0.0000564433,0.00013062188,0.00032266593,0.010871673,0.9414647,0.007734305,0.024316693,0.013794364],"study_design_scores_gemma":[0.00034812337,0.000033661203,0.0050818026,0.000011108153,0.000004503787,0.000109156346,0.00014251619,0.0018135334,0.8774414,0.005240866,0.10936151,0.0004117991],"about_ca_topic_score_codex":0.00001482083,"about_ca_topic_score_gemma":0.000008728652,"teacher_disagreement_score":0.08504481,"about_ca_system_score_codex":0.000023318242,"about_ca_system_score_gemma":0.0000049906917,"threshold_uncertainty_score":0.3375027},"labels":[],"label_agreement":null},{"id":"W1983458037","doi":"10.1109/icsens.2013.6688242","title":"Shaped combs and parametric amplification in inertial MEMS sensors","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Parametric statistics; Parametric oscillator; Gyroscope; Modulation (music); Voltage; Physics; Stiffness; Inertial frame of reference; Control theory (sociology); Acoustics; Optics; Electronic engineering; Computer science; Engineering; Mathematics","score_opus":0.01038253119163332,"score_gpt":0.2076390379946829,"score_spread":0.19725650680304957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983458037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664897,0.000129747,0.0016177511,0.000090674104,0.00003884559,0.00012424956,3.3181448e-7,0.00041551687,0.00093391474],"genre_scores_gemma":[0.9968209,0.00021808283,0.002811398,0.0000125763845,0.0000079737265,0.000029366058,0.0000012165824,0.000008610867,0.00008982139],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99967,0.0000010220966,0.00009880256,0.000082291386,0.00003566526,0.00011221431],"domain_scores_gemma":[0.99983305,0.00003417264,0.000008060628,0.00009586693,0.000009244831,0.000019602086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022049813,0.00006223895,0.00007759596,0.00013594962,0.000010598357,0.000014499827,0.000040565763,0.000059981387,0.0000381511],"category_scores_gemma":[0.000036415582,0.000053036398,0.000007259823,0.00023565872,0.000021343118,0.00011009219,0.000014795074,0.00007994916,0.00003639905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002287291,0.000021870814,0.0027228168,0.000029200715,0.000008741768,0.0000016765306,0.000078462785,0.0022712722,0.93573916,0.002506527,0.00051273295,0.056105256],"study_design_scores_gemma":[0.001563353,0.00011273982,0.45204395,0.00003943513,0.000010052444,0.000014868878,0.0011882706,0.27487168,0.2482427,0.014764707,0.0062090275,0.00093923265],"about_ca_topic_score_codex":0.00010332582,"about_ca_topic_score_gemma":0.000024844148,"teacher_disagreement_score":0.6874964,"about_ca_system_score_codex":0.000015116142,"about_ca_system_score_gemma":9.973617e-7,"threshold_uncertainty_score":0.21627615},"labels":[],"label_agreement":null},{"id":"W1984055182","doi":"10.1115/detc2008-49270","title":"A Novel Linear MEMS Capacitor With Triangular Electrodes and Nonlinear Structural Stiffness","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capacitor; Stiffness; Capacitance; Microelectromechanical systems; Materials science; Voltage; Nonlinear system; Rigidity (electromagnetism); Sensitivity (control systems); Beam (structure); Electrode; Optoelectronics; Electronic engineering; Structural engineering; Electrical engineering; Engineering; Physics; Composite material","score_opus":0.011723593666893956,"score_gpt":0.20800019393699115,"score_spread":0.1962766002700972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984055182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850544,0.0002723468,0.013561474,0.000036551577,0.00006633912,0.00011266645,0.00000811311,0.00079372927,0.00009438819],"genre_scores_gemma":[0.9301022,0.000108194414,0.069450565,0.000013380368,0.00009682455,0.000010945591,0.0000032450894,0.000032259453,0.00018233222],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940926,0.0000011020896,0.00010750674,0.00015400838,0.000093777184,0.00023434618],"domain_scores_gemma":[0.9997233,0.000025953068,0.000014899943,0.0001608695,0.000028028715,0.000046904595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020524545,0.00016038862,0.00017903117,0.000060056394,0.000078295496,0.000008910933,0.00007831594,0.00008065832,0.000011251378],"category_scores_gemma":[0.000020205596,0.000113051756,0.000019266037,0.00013519615,0.0001144525,0.0001337505,0.000016883141,0.00015699999,0.0000022941488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006061116,0.0000062679374,0.000052201936,0.000016929478,0.000031326006,0.000015700685,0.00010606953,0.0008689414,0.9956161,0.00008258472,0.000041575902,0.0031017235],"study_design_scores_gemma":[0.0016661432,0.00019022422,0.003275213,0.000019005085,0.00001542533,0.00042160766,0.0003084644,0.014192762,0.9751874,0.0000979297,0.004160651,0.00046514915],"about_ca_topic_score_codex":0.00002519972,"about_ca_topic_score_gemma":0.000023854172,"teacher_disagreement_score":0.055889092,"about_ca_system_score_codex":0.000021813343,"about_ca_system_score_gemma":0.000010946384,"threshold_uncertainty_score":0.46101168},"labels":[],"label_agreement":null},{"id":"W1984073823","doi":"10.1088/0960-1317/22/3/035018","title":"Lorentz-force transduction for RF micromechanical filters","year":2012,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lorentz force; Transduction (biophysics); Resonator; Lorentz transformation; Microelectromechanical systems; Vibration; Materials science; Physics; Magnetic field; Acoustics; Optoelectronics; Classical mechanics; Chemistry","score_opus":0.008589624492443422,"score_gpt":0.20446391580022216,"score_spread":0.19587429130777875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984073823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6704783,0.0066849,0.32124284,0.00004877321,0.0012970695,0.00012262982,0.00001404063,0.00010435728,0.0000071124064],"genre_scores_gemma":[0.95449084,0.0033622424,0.041700542,0.000020125934,0.00031329878,0.000007845846,0.0000030431079,0.0000661706,0.000035884103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905896,0.0000018947451,0.0003727516,0.00009099338,0.000073462754,0.00040194776],"domain_scores_gemma":[0.9996021,0.000036057587,0.00008030232,0.00010422605,0.000053029424,0.00012432577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022597786,0.00019591763,0.00029247862,0.00020777523,0.000046042896,0.000022670636,0.0001316761,0.0001299909,0.0000066501175],"category_scores_gemma":[0.000020752253,0.0001853766,0.00013464216,0.00011093811,0.000014094733,0.00029951456,0.00002233389,0.0002594219,0.0000010634882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000141717765,0.00001651495,0.0000013497059,0.00011550405,0.000056866764,0.0000016661269,0.0001021021,0.00056982785,0.98728347,0.00040335197,0.0003823342,0.011052868],"study_design_scores_gemma":[0.00063829933,0.00013758267,0.000014557958,0.000108749715,0.000057199948,0.0005358253,0.00021769413,0.0013258866,0.9710086,0.0005600956,0.025147425,0.00024806638],"about_ca_topic_score_codex":3.1530263e-7,"about_ca_topic_score_gemma":3.307071e-7,"teacher_disagreement_score":0.2840126,"about_ca_system_score_codex":0.000069195754,"about_ca_system_score_gemma":0.000006165393,"threshold_uncertainty_score":0.75594383},"labels":[],"label_agreement":null},{"id":"W1984318668","doi":"10.1088/0960-1317/18/8/085004","title":"Lithographic stress control for the self-assembly of polymer MEMS structures","year":2008,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microelectromechanical systems; Lithography; Stress (linguistics); Materials science; Polymer; Nanotechnology; Engineering; Mechanical engineering; Optoelectronics; Composite material","score_opus":0.005610450662379856,"score_gpt":0.18798269976406762,"score_spread":0.18237224910168776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984318668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8827205,0.027561828,0.08900424,0.000058636382,0.00041273926,0.00013878915,0.00003048072,0.00007029665,0.000002522605],"genre_scores_gemma":[0.98525006,0.009621291,0.0049938867,0.000013088246,0.00007782163,0.0000044760072,4.1529253e-7,0.00003340296,0.000005564531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927765,0.0000019607205,0.00034728763,0.00007621455,0.00008538171,0.00021147482],"domain_scores_gemma":[0.99950373,0.00010558143,0.00012743323,0.00013012327,0.0000887581,0.000044368368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011066871,0.000160238,0.00030532829,0.00017598919,0.000068237,0.000011667933,0.00019713912,0.00008758975,0.0000011239027],"category_scores_gemma":[0.00001522295,0.00011369961,0.00013417345,0.00012741372,0.000026802716,0.00008883196,0.000021581993,0.00021324847,5.991287e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013673821,0.000010209335,0.000009438421,0.00009863098,0.00019266458,0.000006635357,0.0001116222,0.0025905394,0.99420035,0.00050930365,0.00011938088,0.0021375534],"study_design_scores_gemma":[0.00084714877,0.00012921297,0.000174709,0.000063003936,0.000080929734,0.0004183719,0.00013740471,0.002734161,0.9929501,0.00024496843,0.002073604,0.00014643323],"about_ca_topic_score_codex":0.0000018969143,"about_ca_topic_score_gemma":0.0000013458316,"teacher_disagreement_score":0.102529585,"about_ca_system_score_codex":0.000016437294,"about_ca_system_score_gemma":0.000013607955,"threshold_uncertainty_score":0.46365356},"labels":[],"label_agreement":null},{"id":"W1984504650","doi":"10.1117/12.687698","title":"Optimization of electrostatic side-drive micromotor torque using a new rotor-pole-shaping technique","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Torque; Stator; Rotor (electric); Finite element method; Control theory (sociology); Parametric statistics; Engineering; Computer science; Physics; Mechanical engineering; Structural engineering; Mathematics","score_opus":0.010753565511468046,"score_gpt":0.22646072947679188,"score_spread":0.21570716396532383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984504650","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98616505,0.00023925971,0.011417785,0.00022734239,0.00012951675,0.00089401606,0.000033725915,0.00031518372,0.0005781229],"genre_scores_gemma":[0.24285652,0.0001431704,0.7563626,0.000017829292,0.00027645382,0.00016084654,0.000009260764,0.000110128625,0.00006315571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980607,8.2608205e-9,0.0007930554,0.00030378273,0.00041440089,0.0004280481],"domain_scores_gemma":[0.9985955,0.00008248752,0.00035747408,0.00007049579,0.0008218089,0.000072276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023902638,0.00035498143,0.00048106984,0.00018017853,0.00006007114,0.000055041444,0.0006316475,0.000272013,0.0000064357228],"category_scores_gemma":[0.00024210897,0.00033235078,0.00041791014,0.00044172388,0.0001770957,0.00053388183,0.00010887708,0.0003244049,3.1112305e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028722861,0.000044683522,0.000045571167,0.0005164714,0.0001670086,9.872604e-8,0.00005264334,0.028009048,0.9115534,0.058811504,0.0006061909,0.00016469792],"study_design_scores_gemma":[0.0005184459,0.00015690149,0.00007375121,0.00044531716,0.000084066094,0.000016086047,0.00026167984,0.10583465,0.8896634,0.0022139659,0.000419578,0.0003121894],"about_ca_topic_score_codex":0.000045096094,"about_ca_topic_score_gemma":4.6206688e-7,"teacher_disagreement_score":0.7449449,"about_ca_system_score_codex":0.00028337046,"about_ca_system_score_gemma":0.000041350242,"threshold_uncertainty_score":0.99991286},"labels":[],"label_agreement":null},{"id":"W1984641499","doi":"10.5539/mas.v9n2p20","title":"Quantum Tunneling in Mesoscopic Electromechanical Transducers","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Mesoscopic physics; Transducer; Quantum tunnelling; Nanoelectromechanical systems; Quantum; Superlattice; Materials science; Transfer matrix; Physics; Optoelectronics; Nanotechnology; Quantum mechanics; Computer science; Nanomedicine","score_opus":0.0070665959629872205,"score_gpt":0.20957342762507353,"score_spread":0.2025068316620863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984641499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5832815,0.00004381395,0.41397175,0.000029950135,0.00007450997,0.00007908801,2.2078666e-7,0.00040492282,0.00211425],"genre_scores_gemma":[0.99475425,0.000031730684,0.005121759,0.00003055352,0.000014307162,0.000027472957,2.549274e-7,0.000014448,0.000005245227],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895996,0.0000014338414,0.00014015772,0.00027354583,0.00018774465,0.00043714518],"domain_scores_gemma":[0.9996751,0.000023375995,0.000011302592,0.0002306923,0.000008066252,0.00005144054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027646575,0.00010983116,0.00014035963,0.00016017666,0.00006988414,0.000023958208,0.00036616655,0.00006005124,0.000004105517],"category_scores_gemma":[0.000022006983,0.00010544426,0.000016065027,0.00048644491,0.00013218533,0.00010839299,0.000029933346,0.00021603964,0.00001399223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015933201,0.0000049758196,0.0000023287366,0.0000067124206,5.9325305e-7,4.268863e-7,0.00010073198,0.006615879,0.95975685,0.010939409,0.0000022534446,0.02256824],"study_design_scores_gemma":[0.00016585007,0.00001841374,0.00011968683,0.000009553328,0.0000011263947,0.0000010929032,0.000039954735,0.53731006,0.40520123,0.05681885,0.00016999603,0.00014419765],"about_ca_topic_score_codex":0.0000030053222,"about_ca_topic_score_gemma":0.000012755389,"teacher_disagreement_score":0.55455565,"about_ca_system_score_codex":0.00008456681,"about_ca_system_score_gemma":0.000018078481,"threshold_uncertainty_score":0.42998922},"labels":[],"label_agreement":null},{"id":"W1985208492","doi":"10.1115/detc2005-85321","title":"Dynamic Stability of Ring-Based MEMS Gyroscopes","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Instability; Control theory (sociology); Physics; Linearization; Exponential stability; Equations of motion; Amplitude; Ring (chemistry); Classical mechanics; Asymmetry; Plane (geometry); Mathematical analysis; Nonlinear system; Mathematics; Mechanics; Optics; Computer science; Quantum mechanics; Geometry","score_opus":0.00863117749180082,"score_gpt":0.23147793044586706,"score_spread":0.22284675295406625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985208492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974428,0.00025477502,0.020010717,0.00006836977,0.000051061696,0.00006904855,0.000004276284,0.00085601315,0.004257712],"genre_scores_gemma":[0.9693293,0.000026810987,0.030567817,0.000010071495,0.000004733035,0.0000069188627,0.0000010327309,0.000010914776,0.000042397012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960846,7.704069e-7,0.0001277679,0.00008206864,0.00005630035,0.00012465798],"domain_scores_gemma":[0.9997157,0.000026313342,0.000012595706,0.00021370413,0.000014324069,0.00001739861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040596562,0.000074227966,0.000109202614,0.000038097704,0.000015956348,0.0000043092764,0.00008940568,0.00004963946,0.0001250901],"category_scores_gemma":[0.000020442654,0.00006368509,0.000028893859,0.00008147381,0.00005996563,0.000069591755,0.000015057058,0.000070003836,0.000010941155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033240906,0.000027262498,0.00015846902,0.00005979031,0.0000067699384,3.3327646e-7,0.000024904211,0.039602686,0.9369852,0.000290444,0.00006403659,0.022776801],"study_design_scores_gemma":[0.00013925647,0.000018746545,0.0005854525,0.00000841249,0.0000022937195,1.765563e-7,0.00004024865,0.027705457,0.96741325,0.00020662023,0.0037970669,0.00008300122],"about_ca_topic_score_codex":0.0000071349455,"about_ca_topic_score_gemma":0.00018879666,"teacher_disagreement_score":0.03042809,"about_ca_system_score_codex":0.000041924795,"about_ca_system_score_gemma":0.0000067259107,"threshold_uncertainty_score":0.25970027},"labels":[],"label_agreement":null},{"id":"W1985992655","doi":"10.1115/detc2014-34283","title":"A Low Voltage Electrostatic Micro Actuator for Large Out-of-Plane Displacement","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Mitacs","keywords":"Actuator; Voltage; Displacement (psychology); Rotation (mathematics); Planar; Stiffness; Rotary actuator; Lens (geology); Optics; Acoustics; Electrical engineering; Engineering; Physics; Computer science; Structural engineering","score_opus":0.005746666603185893,"score_gpt":0.2303460509870955,"score_spread":0.2245993843839096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985992655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27606428,0.000061570354,0.72218275,0.000047124995,0.00019285854,0.0002828127,0.0000366332,0.0004553232,0.00067664863],"genre_scores_gemma":[0.9728487,0.000049588893,0.025910096,0.000048739286,0.000041053303,0.000066868764,0.0000225109,0.00003038114,0.0009820237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994531,9.220621e-7,0.00013635392,0.0000984301,0.000050627554,0.0002605471],"domain_scores_gemma":[0.9997009,0.00006982842,0.000021891954,0.00016674644,0.0000151619,0.00002545938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063957435,0.00010478074,0.00015249763,0.000040884042,0.00002294429,0.0000059592394,0.000088081324,0.000051930816,0.000032766333],"category_scores_gemma":[0.00004214241,0.00008685438,0.000036824702,0.000040000374,0.000011078357,0.000043019114,0.000016648235,0.000058226648,0.000014491373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102880185,0.000024397037,0.00000764397,0.00014620216,0.00002108087,2.7273688e-7,0.00006424876,0.000059966962,0.98852116,0.0029459554,0.0045918087,0.003607001],"study_design_scores_gemma":[0.00048386684,0.00013083973,0.000021568985,0.000018463814,0.000008556373,3.6410165e-7,0.00006715769,0.0027496286,0.9068336,0.0012247862,0.088334896,0.00012627483],"about_ca_topic_score_codex":0.0000013538545,"about_ca_topic_score_gemma":0.000022579248,"teacher_disagreement_score":0.69678444,"about_ca_system_score_codex":0.000022183607,"about_ca_system_score_gemma":0.000003733223,"threshold_uncertainty_score":0.3541819},"labels":[],"label_agreement":null},{"id":"W1986883926","doi":"10.1109/antem.2012.6262413","title":"Analog microstrip phase shifter using MEMS ground plane elements","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phase shift module; Ground plane; Microstrip; Figure of merit; Materials science; Substrate (aquarium); Ribbon; Phase (matter); Transmission line; Microelectromechanical systems; Optoelectronics; Electrical engineering; Insertion loss; Physics; Optics; Engineering","score_opus":0.029373508369876015,"score_gpt":0.28847644577809545,"score_spread":0.25910293740821944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986883926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867551,0.0006791799,0.009888259,0.000008128959,0.00033126277,0.00008163007,0.000012205058,0.00055546564,0.0016888076],"genre_scores_gemma":[0.9860371,0.000066687666,0.013563007,0.00003744566,0.0000992647,0.0000051716947,0.0000121244875,0.000021978769,0.00015726732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934614,0.0000010546814,0.00014635256,0.00008315321,0.000065328524,0.00035799254],"domain_scores_gemma":[0.9997535,0.000011401571,0.000016859614,0.00015758962,0.0000067808137,0.00005388069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052309813,0.00011996854,0.00011163235,0.000066362285,0.000038892376,0.000015362428,0.000083065126,0.000073338575,0.00015779374],"category_scores_gemma":[0.000006298858,0.00010460002,0.000025889454,0.0000964695,0.000023580504,0.00026639935,0.000032236327,0.0001024935,0.000036684254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051540255,0.000047119116,0.0007324463,0.000016276867,0.0000361131,0.0000040773343,0.000048928487,0.00010150651,0.98671836,0.00017624095,0.00094327336,0.011170493],"study_design_scores_gemma":[0.0012555205,0.000057290254,0.001207472,0.00002200369,0.000032006432,0.000027625294,0.00019716936,0.00090303365,0.9292602,0.00048024397,0.06610139,0.00045603001],"about_ca_topic_score_codex":0.000016809063,"about_ca_topic_score_gemma":0.0000082934475,"teacher_disagreement_score":0.065158114,"about_ca_system_score_codex":0.0000482308,"about_ca_system_score_gemma":0.000002165304,"threshold_uncertainty_score":0.42654648},"labels":[],"label_agreement":null},{"id":"W1987085328","doi":"10.1109/lmwc.2012.2225139","title":"Study of Contact Resistance for Curled-Up Beams in Waveguide Switch","year":2012,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Components Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microelectromechanical systems; Contact resistance; Materials science; Extremely high frequency; Voltage; Waveguide; Optoelectronics; Electrical engineering; Electronic engineering; Radio frequency; Engineering; Telecommunications; Nanotechnology","score_opus":0.02329572906175566,"score_gpt":0.24396779733087784,"score_spread":0.22067206826912217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987085328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959593,0.00042909023,0.0024514694,0.000076159675,0.00045198287,0.0004695379,0.00001075244,0.00010000314,0.000051700135],"genre_scores_gemma":[0.9989483,0.00008802965,0.00072528305,0.00007353109,0.000048350368,0.0000589353,0.0000047911576,0.000032683358,0.000020101072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906296,0.00000795295,0.00030581368,0.00016831832,0.00008912384,0.00036583762],"domain_scores_gemma":[0.9996011,0.00007372602,0.00005896144,0.00020505203,0.00001640862,0.00004472496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067422,0.00018356898,0.0003266558,0.00012671403,0.000039819963,0.000009488159,0.00013276562,0.000067145054,5.848551e-7],"category_scores_gemma":[0.000005244651,0.00018061727,0.00003907475,0.00010723608,0.000039248225,0.00015464344,0.000027083384,0.00014151384,0.0000011770962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043212007,0.00010328081,0.002053476,0.00008913062,0.000038306636,0.0000043062346,0.0007954708,0.000067242596,0.9947072,0.000049046026,0.000680101,0.0013691768],"study_design_scores_gemma":[0.0021216762,0.00005784384,0.018848663,0.00013222522,0.000020147163,0.0000037322814,0.0007352564,0.00010245071,0.9762298,0.0000553254,0.0013826604,0.0003102141],"about_ca_topic_score_codex":0.000042262378,"about_ca_topic_score_gemma":0.00010302854,"teacher_disagreement_score":0.018477445,"about_ca_system_score_codex":0.00004665885,"about_ca_system_score_gemma":0.0000021102858,"threshold_uncertainty_score":0.73653585},"labels":[],"label_agreement":null},{"id":"W1987102229","doi":"10.1115/detc2007-35220","title":"Robust Layout Synthesis of a MEM Crab-Leg Resonator Using a Constrained Genetic Algorithm","year":2007,"lang":"en","type":"article","venue":"Volume 4: ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications and the 19th Reliability, Stress Analysis, and Failure Prevention Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Danmarks Tekniske Universitet","keywords":"Resonator; Genetic algorithm; Computer science; Algorithm; Optimal design; Mathematical optimization; Engineering; Mathematics; Electrical engineering","score_opus":0.024117418589398403,"score_gpt":0.2708440310733502,"score_spread":0.2467266124839518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987102229","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2685713,0.0016158124,0.7281173,0.00024154216,0.0000851473,0.00069588027,0.00018603574,0.000088442284,0.00039860158],"genre_scores_gemma":[0.9894991,0.002987731,0.0071086097,0.00000666986,0.00005826822,0.00017034968,0.000018228704,0.00001371073,0.0001373618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833417,0.00005737727,0.0006269924,0.00047715296,0.00025505264,0.00024924948],"domain_scores_gemma":[0.9988358,0.000202771,0.00025301913,0.0003330973,0.00026598008,0.00010930488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006808004,0.00027202498,0.00054361514,0.00022034843,0.00022147072,0.00016917812,0.00021611684,0.00017681319,0.000032272415],"category_scores_gemma":[0.00003669375,0.00021082118,0.00011036707,0.00025852316,0.0005145764,0.0001353785,0.00007873534,0.00023893453,6.941378e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026298652,0.00039532446,0.007208236,0.0012292011,0.0036173472,0.000007171242,0.001010044,0.021129556,0.0074051395,0.64685357,0.000040632476,0.3108408],"study_design_scores_gemma":[0.0011098152,0.00007416568,0.0022560065,0.00036915395,0.00079835823,0.000027728422,0.005659091,0.9707403,0.0010112799,0.01664094,0.00084986835,0.000463302],"about_ca_topic_score_codex":0.00029821484,"about_ca_topic_score_gemma":0.00023404935,"teacher_disagreement_score":0.9496107,"about_ca_system_score_codex":0.00003142974,"about_ca_system_score_gemma":0.000043307115,"threshold_uncertainty_score":0.8597038},"labels":[],"label_agreement":null},{"id":"W1987518971","doi":"10.1088/0960-1317/21/7/075023","title":"A large-stroke electrostatic micro-actuator","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Waterloo; University of Toronto","funders":"","keywords":"Actuator; Cantilever; Voltage; Microelectromechanical systems; Materials science; Capacitor; Beam (structure); Electrode; Control theory (sociology); Electrical engineering; Physics; Engineering; Optoelectronics; Structural engineering; Computer science; Composite material; Control (management)","score_opus":0.007321443231510743,"score_gpt":0.17560518454189952,"score_spread":0.16828374131038878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987518971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298592,0.005371581,0.06411038,0.000011490412,0.00037853446,0.000065308566,0.000014390599,0.00013049172,0.000058602058],"genre_scores_gemma":[0.93282455,0.0049074115,0.062071335,0.000028599443,0.0000561415,0.0000025788763,7.7150264e-7,0.00006133516,0.000047292124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911726,0.000002221211,0.00035330388,0.000097268756,0.000073052004,0.00035690868],"domain_scores_gemma":[0.9996245,0.000015865333,0.00008861632,0.00012351033,0.000055792814,0.00009169937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001415126,0.00019278924,0.00029211625,0.00024206513,0.00003663477,0.000019917805,0.0001666251,0.00009363025,0.00001754721],"category_scores_gemma":[0.000019667785,0.00017976244,0.00008693231,0.00011842952,0.000013144811,0.00016391427,0.000043024593,0.00034660622,0.00000316603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000095166615,0.000016906553,0.0000038835065,0.00005729358,0.00006432005,0.000041867595,0.0003589839,0.000022447608,0.99652666,0.00026006222,0.00018684058,0.0024512259],"study_design_scores_gemma":[0.00051933044,0.00016681536,0.00005108691,0.00009199716,0.00003511606,0.0006227772,0.00034368972,0.0005478054,0.986979,0.00069568283,0.009721163,0.00022554716],"about_ca_topic_score_codex":6.9487623e-7,"about_ca_topic_score_gemma":0.0000013263887,"teacher_disagreement_score":0.009547663,"about_ca_system_score_codex":0.000048519214,"about_ca_system_score_gemma":0.000011923795,"threshold_uncertainty_score":0.7330499},"labels":[],"label_agreement":null},{"id":"W1987644993","doi":"10.1116/1.1398541","title":"Microstructural pressure sensor based on an enhanced resonant mode hysteresis effect","year":2001,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Hysteresis; Materials science; Amplitude; Oscillation (cell signaling); Torr; Coupling (piping); Mode (computer interface); Optoelectronics; Condensed matter physics; Acoustics; Optics; Composite material; Chemistry; Physics; Thermodynamics","score_opus":0.008653825065396947,"score_gpt":0.23656399889064855,"score_spread":0.2279101738252516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987644993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98304605,0.013503012,0.002741043,0.00018856536,0.00015041795,0.00018609861,0.000004193855,0.00014217255,0.000038455957],"genre_scores_gemma":[0.9944868,0.00066993054,0.004688788,0.000052113013,0.000058531656,0.0000067382593,5.986387e-7,0.000029126015,0.0000073509523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99802136,0.000017137572,0.00042040265,0.00040587256,0.00046293365,0.000672307],"domain_scores_gemma":[0.99907464,0.000020608502,0.00024287174,0.00027718008,0.00025650638,0.00012820744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059740024,0.00036309424,0.0004696373,0.0011568262,0.00041287256,0.0001733727,0.0004995948,0.0001856958,0.000003166654],"category_scores_gemma":[0.00005296766,0.00026040451,0.000053186555,0.00089528726,0.00054304604,0.00045029356,0.000062001935,0.00057529233,1.431925e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012578016,0.000014544775,0.00018518172,0.000073775,0.000027215056,0.0000050748554,0.000094240335,0.00033405138,0.88246363,0.00007003215,0.000004990889,0.11660145],"study_design_scores_gemma":[0.0013218304,0.0022487605,0.0013667775,0.0001936744,0.000099983525,0.00020845878,0.00013878228,0.003701631,0.983446,0.0050901794,0.0017178428,0.00046607407],"about_ca_topic_score_codex":0.0000011181029,"about_ca_topic_score_gemma":0.0000033373371,"teacher_disagreement_score":0.11613537,"about_ca_system_score_codex":0.00016818832,"about_ca_system_score_gemma":0.00013024326,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W1987732413","doi":"10.1109/tmtt.2014.2327205","title":"Low-Temperature Superconducting DC-Contact RF MEMS Switch for Cryogenic Reconfigurable RF Front-Ends","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Niobium; Resonator; Optoelectronics; Capacitor; Microelectromechanical systems; Superconductivity; Microelectronics; Radio frequency; Insertion loss; Electrical engineering; Voltage; Physics; Condensed matter physics; Engineering","score_opus":0.009587043103121628,"score_gpt":0.22770253329312645,"score_spread":0.2181154901900048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987732413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64205545,0.00031703047,0.35378695,0.00004563346,0.00029473973,0.00038864068,0.000041006548,0.0016951787,0.0013753589],"genre_scores_gemma":[0.9921179,0.00077168306,0.00584226,0.00009230897,0.0000834203,0.00025987704,0.000006540109,0.00008300691,0.0007430087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988941,0.0000188687,0.00027894485,0.00035613502,0.00006708085,0.00038489554],"domain_scores_gemma":[0.9991987,0.00027852313,0.0000381332,0.00036285067,0.0000535902,0.00006822966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004734772,0.00033209193,0.00034570854,0.00019955118,0.00029257734,0.000058471072,0.0001762921,0.00036557615,0.00006561223],"category_scores_gemma":[0.00001877099,0.00030864828,0.00014988249,0.00011184075,0.000085575906,0.00031214464,0.0000015543641,0.00053415954,0.0000069023818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067336834,0.000030189167,2.2314305e-7,0.0000880558,0.00005617702,0.0000010725585,0.00012657809,0.000059578164,0.9121445,0.00092945294,0.00016781775,0.08632903],"study_design_scores_gemma":[0.0002898688,0.00023350741,8.8327096e-7,0.00014102389,0.000045418463,0.00003099718,0.00030592023,0.000011299776,0.9741458,0.020053301,0.0043689013,0.00037306827],"about_ca_topic_score_codex":0.000007999845,"about_ca_topic_score_gemma":0.000047687106,"teacher_disagreement_score":0.35006243,"about_ca_system_score_codex":0.00006193094,"about_ca_system_score_gemma":0.000011158572,"threshold_uncertainty_score":0.9999366},"labels":[],"label_agreement":null},{"id":"W1988030452","doi":"10.1115/imece2010-40520","title":"A Novel Signal Mechanical Signal Processing Technique for Detection of Perturbations in Coupled Microresonators","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resonator; Band-pass filter; Signal processing; SIGNAL (programming language); Transfer function; Electronic engineering; Filter (signal processing); Computer science; Materials science; Acoustics; Optoelectronics; Digital signal processing; Physics; Engineering; Electrical engineering","score_opus":0.009835450700178255,"score_gpt":0.23379170484727527,"score_spread":0.22395625414709702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988030452","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24404958,0.000024397064,0.7552761,0.000015193535,0.000030197947,0.0002942218,0.000003888643,0.00025867045,0.00004774066],"genre_scores_gemma":[0.88241583,0.0000036023341,0.117309816,0.0000041967965,0.000015396943,0.00021790815,0.0000015366912,0.00001736127,0.0000143282805],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995038,7.019903e-7,0.00018460683,0.00011107545,0.00005628687,0.000143531],"domain_scores_gemma":[0.9997762,0.000053249623,0.000027456304,0.00007501376,0.00004896562,0.000019110812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009113865,0.000090278525,0.00012226902,0.00014018628,0.00003110446,0.0000063467037,0.00008387999,0.00017371272,0.000014198342],"category_scores_gemma":[0.00003359899,0.00008219267,0.0000359771,0.0001878215,0.000032492193,0.000091846254,0.000014769715,0.00022576269,3.032231e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007888881,0.000024766807,0.0000036006563,0.00003707616,0.000002742523,1.608014e-7,0.000016347853,0.00027567722,0.98460674,0.00071348465,0.0000029356331,0.014308595],"study_design_scores_gemma":[0.00023304159,0.00004086159,0.00006590468,0.000018695193,0.0000034310478,0.0000055851006,0.000054153435,0.08121308,0.9159617,0.0020279689,0.00028093575,0.00009463345],"about_ca_topic_score_codex":0.0000129875925,"about_ca_topic_score_gemma":0.00023242507,"teacher_disagreement_score":0.6383663,"about_ca_system_score_codex":0.000025069956,"about_ca_system_score_gemma":0.000016270717,"threshold_uncertainty_score":0.335172},"labels":[],"label_agreement":null},{"id":"W1988033727","doi":"10.1088/0960-1317/12/6/317","title":"Theoretical limits on the freestanding length of cantilevers produced by surface micromachining technology","year":2002,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Cantilever; Materials science; Nanotechnology; Bulk micromachining; Surface (topology); Microelectromechanical systems; Optoelectronics; Engineering; Composite material; Fabrication; Geometry; Mathematics; Medicine","score_opus":0.006683428509191331,"score_gpt":0.17057647695629316,"score_spread":0.16389304844710184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988033727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98890156,0.0068060737,0.003342093,0.0004242327,0.00026677403,0.00010070565,0.000015072112,0.000095112795,0.000048365433],"genre_scores_gemma":[0.99284667,0.0044391737,0.0026187038,0.000014975093,0.00002558542,0.0000011730127,2.824623e-7,0.000042901913,0.0000105349045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906623,0.000005933772,0.0003886667,0.00013176397,0.000114663875,0.00029273654],"domain_scores_gemma":[0.9994609,0.00010367655,0.00013219893,0.00019708631,0.000056969628,0.00004920083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023141845,0.00020871825,0.0003293516,0.0002039867,0.000062643674,0.000020049813,0.0002742157,0.00013681332,0.000021561484],"category_scores_gemma":[0.00009775377,0.00015563091,0.00006982649,0.00025793858,0.00008369902,0.00007782739,0.0000448743,0.0005749183,0.0000010579262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005952347,0.000018112518,0.000004608454,0.000038170874,0.00006532468,0.000010907519,0.00010951977,0.0013341745,0.9873207,0.007823457,0.00067993125,0.002589108],"study_design_scores_gemma":[0.00029783102,0.00017468358,0.0000028517356,0.00023373713,0.000025115103,0.00017189929,0.00027555216,0.0065868045,0.98986256,0.0006011707,0.001599298,0.0001684779],"about_ca_topic_score_codex":5.496781e-7,"about_ca_topic_score_gemma":2.723267e-7,"teacher_disagreement_score":0.0072222864,"about_ca_system_score_codex":0.000053354375,"about_ca_system_score_gemma":0.0000049132386,"threshold_uncertainty_score":0.63464445},"labels":[],"label_agreement":null},{"id":"W1988926560","doi":"10.1115/wtc2005-63169","title":"Electrical Performance of Degraded MEMS Ohmic Switches","year":2005,"lang":"en","type":"article","venue":"World Tribology Congress III, Volume 2","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Ohmic contact; Materials science; Electrical contacts; Contact resistance; Microelectromechanical systems; Asperity (geotechnical engineering); Quantum tunnelling; Optoelectronics; Metal; Electrical resistance and conductance; Electrical resistivity and conductivity; Contact area; Composite material; Electrical engineering; Metallurgy; Layer (electronics)","score_opus":0.008724750182747265,"score_gpt":0.21834546752408712,"score_spread":0.20962071734133986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988926560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358374,0.0026732336,0.0002955974,0.00024453134,0.00045345412,0.0001964716,0.0000052312457,0.0007701839,0.0017775609],"genre_scores_gemma":[0.99309367,0.00063446374,0.001900714,0.000038901897,0.00011704215,0.000056498113,0.000006777762,0.00003639742,0.004115522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986801,0.0000061859437,0.00041319523,0.00025029993,0.00012834542,0.0005218778],"domain_scores_gemma":[0.99934566,0.00007971785,0.000088410976,0.00037246326,0.0000506733,0.000063051746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097592,0.00024094443,0.00047121197,0.00027114153,0.00006881393,0.0000082319275,0.00035926834,0.0001989398,0.00017605313],"category_scores_gemma":[0.000043042546,0.00023212965,0.00008720931,0.0005345018,0.0002510132,0.00017408624,0.00006105984,0.00046133297,0.00007312762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021474407,0.00017061792,0.047091044,0.00012279024,0.00027814068,0.000024534087,0.00013952857,0.0066451873,0.63029724,0.0013466296,0.02028807,0.29338148],"study_design_scores_gemma":[0.0015757831,0.00017158089,0.013205164,0.000048757345,0.000047524474,0.00003558786,0.000030719122,0.015504698,0.8280135,0.00023172596,0.14063141,0.00050358684],"about_ca_topic_score_codex":0.000010988918,"about_ca_topic_score_gemma":0.00012880238,"teacher_disagreement_score":0.29287788,"about_ca_system_score_codex":0.000083248335,"about_ca_system_score_gemma":0.000023573195,"threshold_uncertainty_score":0.9465972},"labels":[],"label_agreement":null},{"id":"W1991101106","doi":"10.1007/s00542-008-0583-6","title":"Stiction issues and actuation of RF LIGA-MEMS variable capacitors","year":2008,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Space Agency","keywords":"Stiction; Capacitance; LIGA; Variable capacitor; Capacitor; Materials science; Microelectromechanical systems; Voltage; Aspect ratio (aeronautics); Electroplating; Optoelectronics; Electrical engineering; Composite material; Fabrication; Electrode; Physics; Engineering; Layer (electronics)","score_opus":0.009701425846642952,"score_gpt":0.20061657087897694,"score_spread":0.19091514503233398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991101106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834039,0.0049545616,0.006400203,0.000055090357,0.00025880337,0.00019792866,0.000016059028,0.004435614,0.00027779682],"genre_scores_gemma":[0.98697793,0.0031929677,0.009632234,0.0000012486431,0.000017415085,0.000036221838,0.000003085069,0.000022549972,0.00011637201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992482,0.0000015381843,0.00026313897,0.00017966148,0.00010104847,0.0002063776],"domain_scores_gemma":[0.9995034,0.000045431843,0.000069377646,0.00031471255,0.000055474888,0.000011644012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007783183,0.00016562566,0.00026823272,0.00020879153,0.00009635408,0.000011894085,0.00016513182,0.00032644573,0.0000020543546],"category_scores_gemma":[0.000113873386,0.00015044396,0.000025985051,0.0002890078,0.0002134914,0.00017968321,0.00006962261,0.00017837886,0.000005442123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002636473,0.000008374722,0.00040012063,0.00019840858,0.000022246708,0.0000029421603,0.0001334752,0.00020003998,0.993187,0.0009845201,0.00052652124,0.0043337103],"study_design_scores_gemma":[0.00014365386,0.00005976561,0.00037877925,0.00012877151,0.000009148944,0.000056575456,0.0018036828,0.00013117988,0.98995006,0.0021646006,0.0050036623,0.00017011259],"about_ca_topic_score_codex":0.000052802818,"about_ca_topic_score_gemma":0.000010736431,"teacher_disagreement_score":0.004477141,"about_ca_system_score_codex":0.000056137294,"about_ca_system_score_gemma":0.000007929712,"threshold_uncertainty_score":0.61349267},"labels":[],"label_agreement":null},{"id":"W1991729205","doi":"10.1117/12.2041576","title":"Heterogeneous MEMS device assembly and integration","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Space Agency; Defence Research and Development Canada; Institut National d'Optique","funders":"","keywords":"Microelectromechanical systems; Wafer; Materials science; Pixel; Gyroscope; Optoelectronics; Fabrication; Detector; Optics; Engineering; Physics; Aerospace engineering","score_opus":0.010423983543632087,"score_gpt":0.22458140250607603,"score_spread":0.21415741896244395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991729205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642354,0.00019702062,0.00034611416,0.0004755187,0.00020878298,0.00030070357,0.0000127939675,0.00031509454,0.0017204571],"genre_scores_gemma":[0.91987777,0.00031538517,0.079298265,0.000050704508,0.0002221147,0.0001097859,0.000004194725,0.00006437451,0.000057383866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986238,3.2731795e-9,0.0004573632,0.000271336,0.00033577648,0.00031170683],"domain_scores_gemma":[0.99902546,0.000113766466,0.00014904581,0.000054239867,0.0005772359,0.000080243495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032032444,0.00028370947,0.00033565526,0.000090418725,0.00006154167,0.000076343254,0.0005056839,0.0001773928,0.0000024518945],"category_scores_gemma":[0.00038833608,0.00023589176,0.00023416312,0.000201976,0.0001525544,0.0004310305,0.000107919965,0.00027913976,8.6934875e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018938308,0.00002614405,0.000033241802,0.000269497,0.00014440727,3.3647744e-8,0.00006232054,0.00042508644,0.84990555,0.14571112,0.0005943957,0.00280926],"study_design_scores_gemma":[0.00064755284,0.00036770446,0.00034904605,0.0002510087,0.00008545578,0.00002350586,0.0005170841,0.06280557,0.92514133,0.0034028776,0.0060252277,0.0003836143],"about_ca_topic_score_codex":0.000005619704,"about_ca_topic_score_gemma":6.043194e-7,"teacher_disagreement_score":0.14230825,"about_ca_system_score_codex":0.00008838517,"about_ca_system_score_gemma":0.0000062620147,"threshold_uncertainty_score":0.9619386},"labels":[],"label_agreement":null},{"id":"W1992331886","doi":"10.1016/j.apm.2012.04.055","title":"Electrostatic fringes effect in systems with three charged parallel micro-beams","year":2012,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrostatics; Optics; Materials science; Physics; Quantum mechanics","score_opus":0.012084238866812263,"score_gpt":0.20212694752042826,"score_spread":0.190042708653616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992331886","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4268391,0.0007200844,0.5700462,0.0000060428356,0.000026955795,0.0004240564,6.532408e-7,0.0004373431,0.0014995545],"genre_scores_gemma":[0.9193853,0.00007302581,0.08005997,0.0000059650656,0.000037799266,0.00035980396,0.0000021865071,0.000065132714,0.0000107728865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876124,0.0000036513077,0.00027289227,0.0001724674,0.0001524645,0.0006372684],"domain_scores_gemma":[0.99941826,0.00019751374,0.000035147717,0.00026500336,0.000008030929,0.00007602943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022158991,0.00025834137,0.00041776276,0.00009167322,0.000041101808,0.000025328094,0.00013751256,0.00012654053,0.0000050790636],"category_scores_gemma":[0.000007832083,0.0001938276,0.000029958659,0.00016491317,0.00004019146,0.000109454755,0.00002471272,0.00031991786,0.00006905122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004899391,0.00009248002,0.0000740824,0.0013692348,0.00006687188,0.0000056069644,0.0005197722,0.8027401,0.08797485,0.10584165,0.000018380393,0.0012479676],"study_design_scores_gemma":[0.0013020327,0.00012608508,0.000030346264,0.0005645657,0.0000668266,0.000024550289,0.00027249925,0.7880065,0.11364721,0.094915956,0.00011347426,0.0009300026],"about_ca_topic_score_codex":0.0000026105536,"about_ca_topic_score_gemma":0.0000014453656,"teacher_disagreement_score":0.49254623,"about_ca_system_score_codex":0.00006358751,"about_ca_system_score_gemma":0.0000036696001,"threshold_uncertainty_score":0.790406},"labels":[],"label_agreement":null},{"id":"W1992716204","doi":"10.1007/s00542-013-1940-7","title":"Large tuning ratio high aspect ratio variable capacitors using leveraged bending","year":2013,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Variable capacitor; Capacitor; Capacitance; Materials science; Electrode; Fabrication; Optoelectronics; Electrical engineering; Voltage; Engineering; Physics","score_opus":0.01156728891694547,"score_gpt":0.2048277095659472,"score_spread":0.19326042064900173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992716204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8440746,0.0013497492,0.14085612,0.000066978944,0.00079838344,0.0005924206,0.000032954318,0.011805736,0.00042304525],"genre_scores_gemma":[0.9649633,0.0001266295,0.034415744,0.000008754931,0.0000599261,0.00014664471,0.000011248896,0.00008227317,0.00018547264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980858,0.000011205177,0.0004991001,0.0004178173,0.00018703885,0.0007990134],"domain_scores_gemma":[0.9989353,0.00009279236,0.00012404578,0.0007202579,0.000093801646,0.000033823708],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020749542,0.00041255733,0.00049394753,0.0004106031,0.00041113322,0.00021738217,0.0005528018,0.0005650739,0.00005744419],"category_scores_gemma":[0.00018337162,0.00038838448,0.000074699274,0.0006747675,0.000111806876,0.0007130505,0.00024396794,0.0006296951,0.000081858794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011010463,0.000011009592,0.00016665661,0.00014937799,0.000053314423,0.000009040377,0.000121293364,0.0031835306,0.9864189,0.008152199,0.0006666164,0.001066946],"study_design_scores_gemma":[0.00041707256,0.00004040606,0.00010810653,0.00030547162,0.00002261546,0.0000528756,0.007997868,0.010304362,0.9710008,0.005448026,0.0036554376,0.00064698275],"about_ca_topic_score_codex":0.00015023425,"about_ca_topic_score_gemma":0.000036036145,"teacher_disagreement_score":0.12088869,"about_ca_system_score_codex":0.00037935746,"about_ca_system_score_gemma":0.000024842666,"threshold_uncertainty_score":0.9998568},"labels":[],"label_agreement":null},{"id":"W1993455396","doi":"10.1088/0960-1317/12/3/303","title":"Simple resonating microstructures for gas pressure measurement","year":2002,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Amplitude; Torr; Oscillation (cell signaling); Materials science; Acoustics; Pressure measurement; Ambient pressure; Pressure sensor; Resonance (particle physics); Atmospheric pressure; Analytical Chemistry (journal); Mechanics; Optics; Chemistry; Atomic physics; Physics; Thermodynamics","score_opus":0.014043781001523243,"score_gpt":0.18920891189108768,"score_spread":0.17516513088956445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993455396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8026438,0.08843823,0.107145414,0.00013221125,0.0009313164,0.00034979245,0.000048740276,0.00026471258,0.00004578519],"genre_scores_gemma":[0.96540797,0.004042884,0.030289039,0.000022392573,0.00014552669,0.0000058588025,7.813877e-7,0.000060335184,0.000025203284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991366,0.0000019934969,0.00035136816,0.00010763124,0.00012321078,0.0002791741],"domain_scores_gemma":[0.9995639,0.000026926418,0.00009657346,0.00011160123,0.00013596907,0.00006505651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019088695,0.00018198302,0.0002687724,0.00015740392,0.00006319712,0.000040123934,0.00015181907,0.00009558691,0.0000098178025],"category_scores_gemma":[0.000067164256,0.00016840432,0.00009140538,0.000085614316,0.000011830173,0.000119564116,0.00003384927,0.00023502558,4.117108e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004725651,0.000006787615,0.0000013892336,0.00016447312,0.00007440824,0.0000049726978,0.000087079214,0.0029130678,0.9732874,0.00011635779,0.0020854364,0.021253875],"study_design_scores_gemma":[0.0007924773,0.0001419137,0.00001712795,0.00017413459,0.00006691025,0.00029693762,0.00012829431,0.021309951,0.82484376,0.0015082182,0.15044263,0.00027764592],"about_ca_topic_score_codex":5.6891355e-7,"about_ca_topic_score_gemma":0.000001453449,"teacher_disagreement_score":0.16276418,"about_ca_system_score_codex":0.000048588958,"about_ca_system_score_gemma":0.0000039677866,"threshold_uncertainty_score":0.6867329},"labels":[],"label_agreement":null},{"id":"W1993614054","doi":"10.1149/2.025402jes","title":"Microfluidics, MEMS/NEMS, Sensors and Devices","year":2014,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Nanoelectromechanical systems; Microelectromechanical systems; Microfluidics; Nanotechnology; Materials science; Nanomedicine; Nanoparticle","score_opus":0.004180076338758166,"score_gpt":0.1984272866654537,"score_spread":0.19424721032669554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993614054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133617,0.003334291,0.004293117,0.0007059835,0.00012438414,0.000029747076,3.6679054e-7,0.00006504868,0.00011088108],"genre_scores_gemma":[0.9881647,0.0019452221,0.00941951,0.00019656545,0.00021063337,6.8331826e-7,1.5982013e-7,0.00001711097,0.000045377798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946946,0.0000037977004,0.00017662888,0.000058342324,0.000112456,0.00017929434],"domain_scores_gemma":[0.9996827,0.00006450127,0.00007209196,0.00010111343,0.000037535363,0.00004205477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013662732,0.00009406149,0.00015687516,0.000009548424,0.000055278808,0.000014008596,0.00019143816,0.000105968844,0.0000025824877],"category_scores_gemma":[0.000070706315,0.000059555212,0.00014324376,0.00008999885,0.00007671813,0.000061541024,0.000040566836,0.00042662778,7.013995e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022341712,0.00000444304,0.000067641835,0.000016489457,0.000038201626,1.4552057e-7,0.000045956007,0.0000052755418,0.99493945,0.000045540677,0.0035676693,0.0012669703],"study_design_scores_gemma":[0.00015412182,0.000024816087,0.00019178008,0.00002277169,0.000020023668,0.000054467673,0.00005718874,0.00016367977,0.9559239,0.0021698098,0.041140266,0.0000771756],"about_ca_topic_score_codex":5.0666534e-7,"about_ca_topic_score_gemma":3.2656297e-7,"teacher_disagreement_score":0.03901553,"about_ca_system_score_codex":0.00004912711,"about_ca_system_score_gemma":0.0000070755023,"threshold_uncertainty_score":0.2428591},"labels":[],"label_agreement":null},{"id":"W1994358766","doi":"10.1115/imece2012-89473","title":"Dynamic Analysis of a Beam-Type Resonator With Off-Axis Attached Mass","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Beam (structure); Resonator; Center of mass (relativistic); Vibration; Actuator; Comb drive; Transverse plane; Excitation; Nonlinear system; Timoshenko beam theory; Equations of motion; Acoustics; Classical mechanics; Optics; Engineering; Structural engineering","score_opus":0.007913337038041543,"score_gpt":0.23699642505972976,"score_spread":0.22908308802168822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994358766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98601496,0.0011921442,0.010546017,0.000016415739,0.00004745312,0.000057594058,0.0000056154977,0.00047015256,0.001649631],"genre_scores_gemma":[0.97873145,0.0001346881,0.0207182,0.000006499354,0.0000046222863,0.0000057905954,0.0000065696363,0.000017036986,0.0003751114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949366,0.0000013301785,0.000120700744,0.000083920786,0.00009208114,0.00020829654],"domain_scores_gemma":[0.99962467,0.000024443054,0.000023192799,0.00026130324,0.000028189794,0.000038208338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048236518,0.000100132755,0.0002203269,0.00020572775,0.000013835274,0.0000029376688,0.00009213125,0.00007086195,0.00008716351],"category_scores_gemma":[0.000013639037,0.000074318734,0.00004780357,0.0008406059,0.000035712994,0.000109184,0.000017653543,0.000081574944,0.000007726812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005323737,0.00009015403,0.037062507,0.000100680714,0.00293975,0.0000053011536,0.0003428292,0.026774395,0.9112787,0.0013827904,0.00036734002,0.019602288],"study_design_scores_gemma":[0.00090839365,0.00031442763,0.16238162,0.000049641338,0.0016683161,0.000006059517,0.0016761345,0.054989133,0.753181,0.00036085706,0.02337286,0.0010915943],"about_ca_topic_score_codex":0.000010591529,"about_ca_topic_score_gemma":0.000054180462,"teacher_disagreement_score":0.15809777,"about_ca_system_score_codex":0.000035116787,"about_ca_system_score_gemma":0.0000037110717,"threshold_uncertainty_score":0.303063},"labels":[],"label_agreement":null},{"id":"W1994522119","doi":"10.1115/imece2006-13844","title":"Modal Interactions in Resonant Microscanners","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Modal; Excitation; Voltage; Excited state; Resonance (particle physics); Modal analysis; Bending; Normal mode; Eigenvalues and eigenvectors; Control theory (sociology); Wavelength; Acoustics; Sensitivity (control systems); Physics; Optics; Materials science; Computer science; Vibration; Structural engineering; Electronic engineering; Engineering; Atomic physics","score_opus":0.006016332669940123,"score_gpt":0.20345829701624335,"score_spread":0.19744196434630323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994522119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7933845,0.0006810032,0.16783918,0.0001672025,0.0010124148,0.0005294916,0.000022737377,0.0026628934,0.033700563],"genre_scores_gemma":[0.9891533,0.00007222083,0.010490926,0.000018077666,0.00003423057,0.00005505018,0.0000056444273,0.00002585539,0.00014468758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994986,6.1004044e-7,0.00013131343,0.000116585055,0.00004904055,0.0002038239],"domain_scores_gemma":[0.999805,0.000013093081,0.000013448894,0.00014840176,0.0000053686767,0.000014720255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026503852,0.00009697,0.00009860127,0.000094734285,0.000023882469,0.00000833493,0.00008799232,0.000053188218,0.000008093756],"category_scores_gemma":[0.000002711846,0.0001000771,0.000019837784,0.00017005259,0.000007627641,0.000042814943,0.000027056944,0.00017973008,0.000024303708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045298866,0.000017142538,0.0000019441554,0.000008376309,0.0000031303193,0.0000051286443,0.000022134343,0.0072190356,0.83872324,0.14073528,0.0010241634,0.012235878],"study_design_scores_gemma":[0.0005742383,0.000013426145,0.00012074044,0.000027737435,0.0000070419997,0.000009086481,0.00050077133,0.016263854,0.7169966,0.16760252,0.09747139,0.0004125518],"about_ca_topic_score_codex":0.000031981872,"about_ca_topic_score_gemma":0.00033663146,"teacher_disagreement_score":0.19576879,"about_ca_system_score_codex":0.000081569786,"about_ca_system_score_gemma":0.000004526711,"threshold_uncertainty_score":0.40810257},"labels":[],"label_agreement":null},{"id":"W1994566929","doi":"10.1115/imece2008-68042","title":"Analysis of the Orbits of Electrostatic MEMS Resonators","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Partial differential equation; Microbeam; Boundary value problem; Ordinary differential equation; Differential equation; Physics; Smoothness; Mathematical analysis; Classical mechanics; Mathematics; Optics","score_opus":0.006582722597697043,"score_gpt":0.18968309503858433,"score_spread":0.18310037244088728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994566929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758657,0.021532562,0.00010290454,0.000058902784,0.00012473032,0.00025376235,0.000041245345,0.00024897637,0.000050370407],"genre_scores_gemma":[0.9928759,0.0065222243,0.00018394555,0.0000063564135,0.000009327026,0.000019593446,0.0000032942942,0.000021239697,0.00035816323],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879104,0.000010865708,0.00044942927,0.0003008997,0.00011695099,0.00033079117],"domain_scores_gemma":[0.99932945,0.000047998925,0.0001696139,0.00036833948,0.000038718616,0.000045866633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116554314,0.000253082,0.00065898895,0.0007316978,0.00018959018,0.000013738338,0.00018114534,0.00029835282,0.000002986599],"category_scores_gemma":[0.000028542916,0.00018133473,0.0000770986,0.0006484473,0.0005388274,0.00008286225,0.0001326132,0.00019908772,5.866598e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024448971,0.000046757268,0.0320399,0.0006972324,0.00093641586,0.0000149263105,0.0004856171,0.00024781306,0.95754665,0.00059687084,0.00073073705,0.006632633],"study_design_scores_gemma":[0.00046414108,0.00010947236,0.012001996,0.00020736619,0.00028123643,0.00015064757,0.00036039803,0.00022978448,0.96855617,0.0002628389,0.017069926,0.00030601915],"about_ca_topic_score_codex":0.00010706646,"about_ca_topic_score_gemma":0.000052628344,"teacher_disagreement_score":0.020037906,"about_ca_system_score_codex":0.000019938223,"about_ca_system_score_gemma":0.000014788745,"threshold_uncertainty_score":0.73946154},"labels":[],"label_agreement":null},{"id":"W1994917736","doi":"10.1109/tmtt.2007.914657","title":"Novel High-$Q$ MEMS Curled-Plate Variable Capacitors Fabricated in 0.35-$\\mu{\\hbox {m}}$ CMOS Technology","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Variable capacitor; Capacitance; CMOS; Microelectromechanical systems; Materials science; Electrical engineering; Q factor; Filter capacitor; Electronic engineering; Optoelectronics; Engineering; Physics; Voltage; Resonator","score_opus":0.009080038556227828,"score_gpt":0.2082025194588272,"score_spread":0.19912248090259937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994917736","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4519705,0.0002037235,0.54434174,0.000027651751,0.00015529152,0.0002679505,0.000034410772,0.0024294597,0.0005692717],"genre_scores_gemma":[0.9704273,0.0019632366,0.027063994,0.000036873884,0.000020107464,0.0001908752,0.0000033226652,0.00006619519,0.00022813836],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987562,0.000014893005,0.00034365366,0.00036457877,0.00009029946,0.0004303751],"domain_scores_gemma":[0.9993423,0.00012362162,0.00004866462,0.00039351833,0.00003630531,0.00005555876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021919885,0.0003427578,0.00037658194,0.0007469886,0.00020776896,0.000014156156,0.00022941857,0.0004956566,0.000031350228],"category_scores_gemma":[0.000010645745,0.00033900287,0.00005728916,0.0007880478,0.00041683103,0.0002226284,0.000004932951,0.0008078199,0.000009745546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049615952,0.00010460689,0.0000035270098,0.000026906184,0.00003994086,0.000024773355,0.000090238354,0.0005892441,0.9698716,0.004198708,0.00005489386,0.024945945],"study_design_scores_gemma":[0.00035959226,0.00015853619,0.0000068897043,0.00009524718,0.000019649715,0.0002286618,0.00010707539,0.000023755658,0.9721428,0.025136191,0.0013512296,0.000370351],"about_ca_topic_score_codex":0.000049765214,"about_ca_topic_score_gemma":0.000025735568,"teacher_disagreement_score":0.51845676,"about_ca_system_score_codex":0.000112456706,"about_ca_system_score_gemma":0.000018284247,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W1995016868","doi":"10.1115/imece2009-13083","title":"On-Chip Young’s Modulus Characterization of the Effect of Phosphorus Heavy Doping on Polysilicon Thin Films","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Doping; Polysilicon depletion effect; Fabrication; Microelectromechanical systems; Optoelectronics; Modulus; Characterization (materials science); Layer (electronics); Resistor; Thin film; Composite material; Voltage; Nanotechnology; Electrical engineering; Gate oxide; Transistor","score_opus":0.004025489253763137,"score_gpt":0.20055782746565895,"score_spread":0.1965323382118958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995016868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959761,0.00005471306,0.00065064564,0.00006510834,0.00030073297,0.00019783944,0.0000055492396,0.00024996593,0.0024993457],"genre_scores_gemma":[0.9995054,0.000079851365,0.00012498687,0.00003778508,0.000010067896,0.000005815258,0.0000028831528,0.000011288986,0.0002219076],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948454,0.00000602252,0.00016507375,0.000102945145,0.00011343359,0.00012796684],"domain_scores_gemma":[0.99959517,0.00003127216,0.000050451523,0.0003001342,0.0000099233575,0.000013075323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005592174,0.00012229924,0.00018898954,0.00005347479,0.000027703412,0.0000045398556,0.0001372672,0.000080114034,0.0000118050675],"category_scores_gemma":[0.000043639833,0.00007692684,0.00006457932,0.00015841005,0.000024463185,0.00005522024,0.000014895094,0.00012829913,0.0000043665927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040417708,0.000016760732,0.000118307114,0.000021273636,0.000010143417,3.6003206e-7,0.000039965777,0.003877654,0.98030186,0.0019135101,0.000069930575,0.013589804],"study_design_scores_gemma":[0.000235015,0.00038015578,0.013551108,0.00009571801,0.000005511912,7.425239e-7,0.00000838707,0.0027767846,0.9825223,0.00031081762,0.000035079793,0.00007837457],"about_ca_topic_score_codex":0.000012222413,"about_ca_topic_score_gemma":0.0000012780922,"teacher_disagreement_score":0.01351143,"about_ca_system_score_codex":0.000020747899,"about_ca_system_score_gemma":0.0000025943107,"threshold_uncertainty_score":0.31369853},"labels":[],"label_agreement":null},{"id":"W1995686578","doi":"10.1115/imece2006-14992","title":"New Finite Element Formulation for Micro Electro-Thermo-Mechanical Domains","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Finite element method; Computer science; MATLAB; Domain (mathematical analysis); Flexibility (engineering); Microelectromechanical systems; Graphical user interface; Mixed finite element method; Mechanical engineering; Boundary (topology); Interface (matter); Computational science; Structural engineering; Engineering; Mathematics; Materials science; Mathematical analysis; Programming language","score_opus":0.006889637070016776,"score_gpt":0.21970120110614683,"score_spread":0.21281156403613005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995686578","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052023526,0.00011627555,0.9446276,0.000106299536,0.00007537754,0.00025780994,0.0000044505136,0.00089137524,0.0018972901],"genre_scores_gemma":[0.717675,0.00005059819,0.28009546,0.00004348867,0.00015838035,0.00005205618,0.00003179023,0.000036342306,0.0018568927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994721,5.6408754e-7,0.00014251117,0.000102108505,0.000049380586,0.00023335111],"domain_scores_gemma":[0.9997972,0.000037149526,0.000014562974,0.00011902949,0.000011951119,0.000020060425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030032106,0.00009573798,0.000089194466,0.000042885553,0.000035016106,0.0000114969935,0.000067186054,0.0000751633,0.0000372916],"category_scores_gemma":[0.000007762146,0.000085548476,0.000046357898,0.000070510156,0.0000026879072,0.00006994721,0.000011935985,0.00005719908,0.000010001179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073669476,0.0000076077704,0.000004343556,0.000009121583,0.000009098784,3.872687e-7,0.0000033243878,0.0036575643,0.91270137,0.058168583,0.0064873565,0.018943854],"study_design_scores_gemma":[0.00043231103,0.000060064245,0.000076626005,0.0000036001084,0.000006100962,9.86271e-7,0.0000074649106,0.0068838163,0.8471449,0.054913517,0.09034066,0.00012994642],"about_ca_topic_score_codex":0.000015006703,"about_ca_topic_score_gemma":0.000050313516,"teacher_disagreement_score":0.66565144,"about_ca_system_score_codex":0.000053656553,"about_ca_system_score_gemma":0.0000058960363,"threshold_uncertainty_score":0.34885657},"labels":[],"label_agreement":null},{"id":"W1996304422","doi":"10.1109/mwsym.2007.380101","title":"A Novel Warped-Beam Design that Enhances RF Performance of Capacitive MEMS Switches","year":2007,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium digest","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive sensing; Capacitance; Microelectromechanical systems; Materials science; Dielectric; Fabrication; Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Electrode; Physics","score_opus":0.02079391643882644,"score_gpt":0.23339234743973367,"score_spread":0.21259843100090722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996304422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8848108,0.00017765886,0.1022397,0.00009488539,0.0017591048,0.00021432264,0.000041908395,0.0003221302,0.010339454],"genre_scores_gemma":[0.992939,0.00094940176,0.0053413603,0.000035454763,0.00020235282,0.000028872746,0.000013234342,0.000050912415,0.00043939397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985885,0.000001801682,0.00040492628,0.00029276282,0.00030902884,0.00040295854],"domain_scores_gemma":[0.9992174,0.00017437263,0.00014460443,0.00024351235,0.00015852068,0.000061577615],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023357346,0.00029949576,0.000279015,0.00026569382,0.000063322164,0.00003133534,0.0004902017,0.00017567165,0.000013686774],"category_scores_gemma":[0.00002782021,0.00028852554,0.00010166759,0.00017384606,0.00021075456,0.00039687607,0.00005281627,0.00027578388,0.000026942009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005913948,0.000065308894,0.0002760798,0.000042368843,0.00011104682,0.0000055501255,0.0003825579,0.006555507,0.9905032,0.0001277577,0.00012477831,0.00174673],"study_design_scores_gemma":[0.00034815757,0.00010110897,0.000850882,0.00015300178,0.000014971393,0.000048348444,0.00025456824,0.00039213026,0.9957793,0.00014029996,0.0015996409,0.00031759503],"about_ca_topic_score_codex":0.00003712147,"about_ca_topic_score_gemma":0.000057578654,"teacher_disagreement_score":0.10812818,"about_ca_system_score_codex":0.00019143673,"about_ca_system_score_gemma":0.000024688361,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W1996424908","doi":"10.1115/imece2009-10685","title":"Nonlinear Static Research of an Electrically Actuated Piezoelectric Laminated Microbeam","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Microbeam; Galerkin method; Piezoelectricity; Nonlinear system; Voltage; Beam (structure); Electric potential; Mechanics; Timoshenko beam theory; Physics; Mathematical analysis; Acoustics; Materials science; Mathematics; Optics","score_opus":0.02254451050603961,"score_gpt":0.31336042713266593,"score_spread":0.2908159166266263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996424908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913956,0.00018884377,0.0049730027,0.000081782055,0.00001831087,0.00018717266,0.000002785858,0.0009531134,0.0021993758],"genre_scores_gemma":[0.9714028,0.00030702873,0.027901897,0.000021441017,0.0000132370515,0.00000492385,0.000011116565,0.000020662348,0.00031685855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989785,0.000011124811,0.00022348642,0.00016266285,0.00018488665,0.0004393384],"domain_scores_gemma":[0.99941903,0.00007881135,0.000019412695,0.00027944896,0.00014909833,0.000054188276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018568007,0.000120960896,0.0001888158,0.00040571432,0.000041067684,0.000012956154,0.000243057,0.00012142361,0.00003183007],"category_scores_gemma":[0.00012305239,0.00010501709,0.000026440426,0.0014420795,0.000044106175,0.00012812614,0.000014356395,0.0003701292,0.000016990853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011148269,0.00008252875,0.0000011868555,0.000010502659,0.000008104297,0.000007158623,0.000025214798,0.00028526867,0.79890245,0.00019261017,0.00040031184,0.20007351],"study_design_scores_gemma":[0.0002725552,0.0009764656,0.00033385734,0.000012227418,0.0000044410126,0.0000065820545,0.00004173775,0.027328355,0.96657026,0.002982498,0.001313233,0.00015780439],"about_ca_topic_score_codex":0.000011620348,"about_ca_topic_score_gemma":0.000010542607,"teacher_disagreement_score":0.1999157,"about_ca_system_score_codex":0.000061959654,"about_ca_system_score_gemma":0.000024885883,"threshold_uncertainty_score":0.42824727},"labels":[],"label_agreement":null},{"id":"W1997029931","doi":"10.1115/caneus2006-11030","title":"Novel Surface-Micromachined Micromirrors for Optical MEMS Beam Manipulators","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Actuator; Rotation (mathematics); Optics; Jitter; Deformable mirror; Surface micromachining; Materials science; Voltage; Beam (structure); Physics; Optoelectronics; Adaptive optics; Computer science; Electrical engineering; Engineering; Fabrication","score_opus":0.01229156462243142,"score_gpt":0.22539532248087385,"score_spread":0.21310375785844243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997029931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404893,0.00015351227,0.054451466,0.00006727375,0.0002344836,0.00024786068,0.000017298094,0.0015374437,0.002801376],"genre_scores_gemma":[0.83832306,0.000013015486,0.16057257,0.000016413129,0.000044244953,0.000018410785,0.000018082985,0.00005363462,0.00094054634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920774,2.7178103e-7,0.00020590013,0.00018479445,0.000063988664,0.00033730426],"domain_scores_gemma":[0.99967843,0.000045701832,0.000016361239,0.00020473576,0.000019217301,0.000035543646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044778695,0.00018398448,0.00018905597,0.000049152724,0.000053512766,0.000019481959,0.00014583701,0.00014569922,0.000016523909],"category_scores_gemma":[0.000011060226,0.00016347684,0.00007998608,0.000102871636,0.000044707842,0.00008920864,0.00003237976,0.000112662754,0.000017102306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004454064,0.00002565832,0.00004058003,0.000019573561,0.000013274575,0.0000011400656,0.0000033293247,0.008961558,0.9850338,0.0036560104,0.0017949466,0.00044569012],"study_design_scores_gemma":[0.00055567326,0.000032045602,0.0020825441,0.000007752137,0.000011688465,0.000011427846,0.000032134965,0.0023042408,0.98074293,0.0017312764,0.012194926,0.00029337752],"about_ca_topic_score_codex":0.000069916256,"about_ca_topic_score_gemma":0.000089174486,"teacher_disagreement_score":0.106121115,"about_ca_system_score_codex":0.00005159117,"about_ca_system_score_gemma":0.0000045628112,"threshold_uncertainty_score":0.66663927},"labels":[],"label_agreement":null},{"id":"W1997719844","doi":"10.1049/el:20081375","title":"Wide tunable CMOS active inductor","year":2008,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inductor; CMOS; Wideband; Electronic engineering; Transistor; Electrical impedance; Amplifier; Q factor; Electrical engineering; Engineering; Voltage; Resonator","score_opus":0.007095814465967567,"score_gpt":0.180212610864044,"score_spread":0.17311679639807642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997719844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946955,0.0007194476,0.0018968923,0.00070733245,0.000137136,0.00009359783,0.0000017674812,0.00088785717,0.00086046103],"genre_scores_gemma":[0.996528,0.0008906914,0.0016656619,0.0005932902,0.000063181855,0.00002921468,0.000004303753,0.0000427513,0.00018289537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922633,0.0000021481321,0.00009367221,0.0001403989,0.000091416114,0.00044600968],"domain_scores_gemma":[0.9997122,0.000027952785,0.000016985932,0.00020175433,0.000009656591,0.00003139625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019812707,0.00013361141,0.00012432436,0.00006639835,0.00007994642,0.0000059689582,0.00014463153,0.00007086896,0.000017906834],"category_scores_gemma":[0.000020931931,0.00013574236,0.000038532406,0.00016369241,0.000052116055,0.00016083264,0.00002018776,0.00037094846,0.00004255861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005547686,0.000008042928,0.00004521983,0.000007080846,0.00003832627,0.000029640922,0.00014716743,0.0023810775,0.9771898,0.00026553645,0.017050507,0.002832072],"study_design_scores_gemma":[0.00022125569,0.00003966703,0.0005320604,0.0000066090715,0.000005370418,0.00003042163,0.000023679004,0.00012722879,0.85923827,0.0007886682,0.13872762,0.00025916527],"about_ca_topic_score_codex":0.000004039613,"about_ca_topic_score_gemma":0.000008124984,"teacher_disagreement_score":0.121677116,"about_ca_system_score_codex":0.00019787828,"about_ca_system_score_gemma":0.000018318067,"threshold_uncertainty_score":0.5535413},"labels":[],"label_agreement":null},{"id":"W1997784885","doi":"10.1109/cjece.2006.259189","title":"Application of twin-beam structures for estimation of material properties and sensor fabrication","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"CMC Microsystems","keywords":"Fabrication; Materials science; Beam (structure); Optoelectronics; Engineering; Structural engineering","score_opus":0.004780190047827155,"score_gpt":0.16385105906094358,"score_spread":0.15907086901311643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997784885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.617924,0.00048452537,0.38146707,0.00000858917,0.000047629368,0.000052772662,0.000002863683,0.000010923848,0.0000016442576],"genre_scores_gemma":[0.9778165,0.00001682739,0.02207368,0.000001487822,0.000079524245,0.0000025751199,0.000001479723,0.0000070058295,9.1122865e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965733,8.7252465e-7,0.0001828396,0.000040832267,0.000031614298,0.0000865379],"domain_scores_gemma":[0.99980754,0.00001896925,0.00004822582,0.000033956447,0.000052836946,0.00003844653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002620763,0.000058028774,0.00012578566,0.00013596655,0.000013947755,0.000009404192,0.00003713503,0.00003995878,1.842693e-7],"category_scores_gemma":[0.000013745642,0.0000505708,0.000016365153,0.00007170565,0.00001693437,0.000056513265,0.000002587385,0.00004580926,1.1465375e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010927873,0.000004277738,0.0001726181,0.00023599173,0.000025817337,9.418879e-7,0.00004652835,0.5574739,0.3495874,0.0038020774,0.00006550068,0.08857402],"study_design_scores_gemma":[0.00021153223,0.00014040199,0.010101324,0.00004122337,0.000017244824,0.00003888528,0.000003936691,0.66224694,0.32527977,0.0013506872,0.00046552488,0.0001025015],"about_ca_topic_score_codex":0.00008683094,"about_ca_topic_score_gemma":0.000014643544,"teacher_disagreement_score":0.35989255,"about_ca_system_score_codex":0.000020214056,"about_ca_system_score_gemma":0.0000142536865,"threshold_uncertainty_score":0.20622174},"labels":[],"label_agreement":null},{"id":"W1998182842","doi":"10.1007/s00542-015-2416-8","title":"Fabrication and characterization of sealed cavities realized by adhesive wafer bonding with dry etched Cyclotene™","year":2015,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Wafer; Materials science; Microelectromechanical systems; Fabrication; Microelectronics; Wafer bonding; Silicon on insulator; Adhesive; Optoelectronics; Anodic bonding; Capacitive micromachined ultrasonic transducers; Capacitive sensing; Layer (electronics); Adhesive bonding; Ultrasonic sensor; Composite material; Die preparation; Wire bonding; Silicon; Wafer dicing; Electrical engineering; Piezoelectricity; Acoustics","score_opus":0.009075046307296039,"score_gpt":0.19984931009719048,"score_spread":0.19077426378989443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998182842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990095,0.0014623377,0.004520756,0.00018797853,0.00006812283,0.00033901542,0.00006217257,0.0031566317,0.00010795445],"genre_scores_gemma":[0.99668145,0.0005914216,0.002353477,0.0000041530116,0.0000073055267,0.000096955686,0.000048838316,0.000036142166,0.00018027339],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914837,0.000006203321,0.00027524956,0.00021925694,0.00012735366,0.00022355714],"domain_scores_gemma":[0.9993528,0.000031352465,0.00013671197,0.00032776006,0.00012812405,0.000023248636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010002201,0.00020408614,0.00034449145,0.0001903811,0.00004758287,0.000027683694,0.00018367279,0.0002809283,4.816124e-7],"category_scores_gemma":[0.00007084988,0.00016844313,0.000020656369,0.00029283913,0.00017433104,0.00021807336,0.000080414626,0.00015150172,0.0000017869266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019553607,0.000007398924,0.0007799389,0.00019233084,0.000028132084,0.0000022486693,0.00023938276,0.00001634973,0.99500954,0.0004920925,0.00017151312,0.0030415314],"study_design_scores_gemma":[0.00049192,0.000090042704,0.0005025537,0.00018640413,0.000018340183,0.000012436411,0.0055850004,0.00015818456,0.9898567,0.00049536565,0.0023735687,0.00022948299],"about_ca_topic_score_codex":0.000026680425,"about_ca_topic_score_gemma":0.000016101518,"teacher_disagreement_score":0.0065864027,"about_ca_system_score_codex":0.000102145794,"about_ca_system_score_gemma":0.000015081459,"threshold_uncertainty_score":0.6868912},"labels":[],"label_agreement":null},{"id":"W1998397461","doi":"10.1109/euma.2002.339239","title":"DC-to-20 GHz Metal-to-Metal Contact Flip Chip Assembly Shunt MEMS Switch","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International","funders":"Canadian Space Agency","keywords":"Flip chip; Microelectromechanical systems; Materials science; Shunt (medical); Optoelectronics; Chip; Microstrip; Thermal copper pillar bump; Printed circuit board; Electrical engineering; Nanotechnology; Engineering; Layer (electronics)","score_opus":0.019437300004034274,"score_gpt":0.2302841611953041,"score_spread":0.21084686119126983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998397461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92900985,0.00056542235,0.014872761,0.00068528944,0.00067227357,0.00047091066,0.000012075932,0.0031203832,0.05059104],"genre_scores_gemma":[0.98368317,0.00012030535,0.010738341,0.00029280334,0.00011970819,0.000081385326,0.0000035091066,0.00007643686,0.004884369],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985136,0.0000035308883,0.0003031874,0.00035535457,0.00023476651,0.0005895626],"domain_scores_gemma":[0.9991529,0.00005774205,0.000025228226,0.0005307138,0.00003448791,0.00019894735],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009592024,0.00032975402,0.00041069274,0.00023426554,0.00007285213,0.000046136072,0.00035377865,0.00016684354,0.0005214747],"category_scores_gemma":[0.00008896283,0.00028143337,0.00012547332,0.00047231378,0.000016650218,0.00023430116,0.000117575204,0.00028648725,0.0013771337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000495659,0.000039247974,0.000029890545,0.000016656948,0.000088795176,0.000021551756,0.0001113778,0.003150714,0.96806544,0.0014271366,0.0062668663,0.020777337],"study_design_scores_gemma":[0.0004549945,0.00024896386,0.0010846445,0.00002821777,0.000036066118,0.000020077443,0.00023057376,0.002904071,0.82814807,0.00039621475,0.16571495,0.0007331699],"about_ca_topic_score_codex":0.000034556953,"about_ca_topic_score_gemma":0.00011896414,"teacher_disagreement_score":0.15944807,"about_ca_system_score_codex":0.0000843995,"about_ca_system_score_gemma":0.000004234775,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W1998791442","doi":"10.1088/0960-1317/18/7/075023","title":"Electrical interconnection through optimized wirebonding onto SU-8 structures and actuators","year":2008,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interconnection; Materials science; Microelectromechanical systems; Actuator; Wire bonding; Delamination (geology); Composite material; Ball (mathematics); Yield (engineering); Chip; Optoelectronics; Electrical engineering; Engineering","score_opus":0.008707704558393136,"score_gpt":0.19886199072228677,"score_spread":0.19015428616389363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998791442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86131424,0.0051572225,0.13302547,0.000021435682,0.00031333874,0.00005299991,0.0000016331866,0.000100119876,0.000013562854],"genre_scores_gemma":[0.9381209,0.011556591,0.050194506,0.000013039251,0.00006799011,0.0000012185681,4.7975965e-7,0.000034290348,0.0000110034125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992871,0.0000029485516,0.0002986906,0.0001100812,0.00007305113,0.00022808439],"domain_scores_gemma":[0.9997095,0.000036646725,0.00007527479,0.00007722812,0.00003813924,0.0000632101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007564502,0.00018230308,0.00030717225,0.00019416268,0.00007417321,0.000029091778,0.00008895613,0.00011273521,0.0000035738544],"category_scores_gemma":[0.000032188887,0.0001640205,0.00006035265,0.00012809961,0.000022710416,0.0002623177,0.000040460403,0.0003570922,2.4191803e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016606398,0.000005511004,0.0000056724557,0.000032555636,0.000059852948,0.000034154175,0.00030862537,0.0011254026,0.9898777,0.0006998701,0.00014422873,0.0076898406],"study_design_scores_gemma":[0.0015670543,0.0003016747,0.00011149374,0.00017795527,0.000059745078,0.006593503,0.00046340137,0.00874088,0.9710601,0.003174372,0.007263009,0.0004867874],"about_ca_topic_score_codex":0.000003059344,"about_ca_topic_score_gemma":9.2718403e-7,"teacher_disagreement_score":0.082830966,"about_ca_system_score_codex":0.00007320357,"about_ca_system_score_gemma":0.000008655999,"threshold_uncertainty_score":0.6688562},"labels":[],"label_agreement":null},{"id":"W1999737265","doi":"10.1115/imece2010-40508","title":"Piezoelectric Strain Measurement for Low Power Microsensor Applications","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Piezoelectricity; Materials science; Transducer; Electrical impedance; Finite element method; Acoustics; Piezoelectric coefficient; Mechanical impedance; Stress (linguistics); Piezoelectric sensor; Transverse plane; Power (physics); Electronic engineering; Electrical engineering; Engineering; Composite material; Physics; Structural engineering","score_opus":0.009012241334083572,"score_gpt":0.21718754549678188,"score_spread":0.2081753041626983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999737265","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08709928,0.0002130692,0.9018073,0.00020888467,0.0002534761,0.0010128865,0.000035031695,0.0020997578,0.007270317],"genre_scores_gemma":[0.95012575,0.000019939696,0.049157325,0.000027158581,0.000036697555,0.00034205083,0.000002877748,0.000022269167,0.00026590767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999567,3.0462428e-7,0.00009016669,0.000101265636,0.00006367546,0.00017763853],"domain_scores_gemma":[0.99970794,0.000014612635,0.000009590237,0.0001910672,0.000050637755,0.00002615103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057893314,0.00007973001,0.00006992338,0.000049727012,0.00004141879,0.00001124687,0.00009537467,0.000072100316,0.000033998756],"category_scores_gemma":[0.000022229984,0.000071060094,0.000032676293,0.000100342535,0.00001872136,0.00003486748,0.0000070749384,0.00012257975,0.000021477175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.142422e-7,0.000011290049,0.0000010602705,0.000010470686,0.000006700314,7.757727e-8,0.0000047087747,0.000045642042,0.93169075,0.0036771118,0.0011161347,0.06343533],"study_design_scores_gemma":[0.00020671805,0.00002634482,0.00010273423,0.0000026518308,0.0000047136245,0.0000024700864,0.000031407668,0.0005540834,0.7719374,0.0043424014,0.22261932,0.00016977191],"about_ca_topic_score_codex":7.6547855e-7,"about_ca_topic_score_gemma":0.000034282762,"teacher_disagreement_score":0.8630265,"about_ca_system_score_codex":0.00002166309,"about_ca_system_score_gemma":0.0000071525164,"threshold_uncertainty_score":0.28977466},"labels":[],"label_agreement":null},{"id":"W2000826913","doi":"10.1115/fedsm2007-37700","title":"A MEMS-Based Shear Stress Sensor for High Temperature Applications","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Microelectromechanical systems; Hypersonic speed; Silicon carbide; Materials science; Supersonic speed; Fabrication; Aerospace; Aerospace engineering; Shear stress; Mechanical engineering; Electronic engineering; Computer science; Engineering; Nanotechnology","score_opus":0.006804681319562797,"score_gpt":0.238274526954034,"score_spread":0.2314698456344712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000826913","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31275415,0.00034065833,0.6780827,0.00049125124,0.00019434109,0.0011725329,0.00011773026,0.0042188526,0.002627805],"genre_scores_gemma":[0.850854,0.000025160749,0.14798644,0.000103490165,0.0001059624,0.00022369456,0.000031042713,0.000035345496,0.00063488015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955606,3.0641735e-7,0.0000997834,0.000107006534,0.000046289868,0.00019055951],"domain_scores_gemma":[0.999639,0.00008875083,0.000009032371,0.00020319407,0.00003001505,0.00003006212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039851897,0.000089389534,0.00008604912,0.000057702087,0.000051564868,0.000010450315,0.000080426165,0.00011040252,0.000015962078],"category_scores_gemma":[0.000013182127,0.0000766726,0.000028766548,0.00012370796,0.000020826585,0.000036270056,0.000007123321,0.0000947517,0.000008065247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001243762,0.00003661108,0.000022947856,0.000117988115,0.000022125832,0.0000023131138,0.000012888145,0.010027252,0.95315224,0.012256993,0.003132118,0.02120411],"study_design_scores_gemma":[0.00023041178,0.000019975672,0.0001468425,0.000008141767,0.0000048223637,6.624418e-7,0.00011882811,0.00021079858,0.9504567,0.00081728806,0.047857806,0.00012771801],"about_ca_topic_score_codex":0.000004141288,"about_ca_topic_score_gemma":0.00002904475,"teacher_disagreement_score":0.5380998,"about_ca_system_score_codex":0.000024321393,"about_ca_system_score_gemma":0.0000043247437,"threshold_uncertainty_score":0.31266177},"labels":[],"label_agreement":null},{"id":"W2001031519","doi":"10.1088/0960-1317/21/10/105004","title":"MEMS microgrippers with thin gripping tips","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfabrication; Wafer; Microelectromechanical systems; Materials science; Micrometer; Silicon on insulator; Nanotechnology; Layer (electronics); Silicon; Precision engineering; Optoelectronics; Miniaturization; Mechanical engineering; Engineering; Fabrication","score_opus":0.00895300887083556,"score_gpt":0.15407201668633796,"score_spread":0.1451190078155024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001031519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502346,0.006998676,0.041935034,0.000018697312,0.00040120367,0.00007596082,0.0000036020597,0.00017696581,0.00015525312],"genre_scores_gemma":[0.93285966,0.0057778372,0.061176058,0.00002252899,0.00006510417,0.0000023453135,5.56325e-7,0.00006879904,0.00002709234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919814,0.0000017256858,0.0003130859,0.00011044455,0.00008529073,0.0002913149],"domain_scores_gemma":[0.99961007,0.000013174194,0.00009293928,0.0001316546,0.00006251991,0.00008966039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013935877,0.00021010159,0.00028675728,0.0002360718,0.000042099626,0.00002537632,0.00018226728,0.000096604424,0.000009658754],"category_scores_gemma":[0.000008732472,0.00017091341,0.00006284433,0.00015623854,0.000025835596,0.00021590131,0.000039902145,0.00037431894,0.0000016068711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001506991,0.000011865227,0.0000100766165,0.000081477185,0.00008698646,0.00007044001,0.00041906384,0.00039230258,0.99196106,0.00018472446,0.00014319661,0.006623762],"study_design_scores_gemma":[0.0006789794,0.0002782511,0.000082500264,0.000355088,0.00005872723,0.0024412568,0.0008217394,0.00090479665,0.9832295,0.00043951836,0.010329408,0.00038022894],"about_ca_topic_score_codex":0.0000026025978,"about_ca_topic_score_gemma":0.0000030251176,"teacher_disagreement_score":0.019241022,"about_ca_system_score_codex":0.000045659563,"about_ca_system_score_gemma":0.000010929997,"threshold_uncertainty_score":0.6969647},"labels":[],"label_agreement":null},{"id":"W2001048482","doi":"10.1115/detc2007-35908","title":"Novel Highly Tunable MEMS Capacitors With Flexible Structure and Linear C-V Response","year":2007,"lang":"en","type":"article","venue":"Volume 3: 19th International Conference on Design Theory and Methodology; 1st International Conference on Micro- and Nanosystems; and 9th International Conference on Advanced Vehicle Tire Technologies, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Linearity; Capacitor; Capacitance; Node (physics); Sensitivity (control systems); Materials science; Resonator; Microelectromechanical systems; Electronic engineering; Flexibility (engineering); Voltage; Computer science; Acoustics; Optoelectronics; Electrical engineering; Engineering; Physics; Electrode","score_opus":0.09995263923690592,"score_gpt":0.32505761696977475,"score_spread":0.22510497773286883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001048482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321196,0.0009693391,0.05137659,0.004322996,0.0025232073,0.0010856445,0.0006875749,0.0012013928,0.005713674],"genre_scores_gemma":[0.97752833,0.004710025,0.013646699,0.00024524276,0.00011570959,0.00009799073,0.000061197796,0.000059430553,0.003535361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967483,0.00017654912,0.0007381428,0.0011773248,0.00053136837,0.0006282992],"domain_scores_gemma":[0.9975094,0.0009400916,0.0003727025,0.00038987378,0.00057214784,0.00021579141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015999783,0.00079124497,0.0007433359,0.000867248,0.0003505729,0.00032541913,0.0006992506,0.00061144633,0.00014627547],"category_scores_gemma":[0.0005960678,0.00065457076,0.000060846593,0.00020050081,0.0011159569,0.0005435067,0.00028045656,0.0010002854,0.000008755164],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005472949,0.0000974305,0.00043879237,0.00006828169,0.00030898696,0.0000535948,0.00031787434,0.00008447533,0.4409247,0.4543992,0.00010661866,0.0977271],"study_design_scores_gemma":[0.013658897,0.008859693,0.005681344,0.004774885,0.00026061691,0.001962523,0.020783205,0.055065606,0.6335879,0.18256877,0.067498766,0.0052977963],"about_ca_topic_score_codex":0.000036968777,"about_ca_topic_score_gemma":0.000050974024,"teacher_disagreement_score":0.2718304,"about_ca_system_score_codex":0.00014538209,"about_ca_system_score_gemma":0.00009787553,"threshold_uncertainty_score":0.9995906},"labels":[],"label_agreement":null},{"id":"W2001274042","doi":"10.1142/s0218126612400142","title":"A READOUT SOLUTION FOR MEMS SENSORS","year":2012,"lang":"en","type":"article","venue":"Journal of Circuits Systems and Computers","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phase-locked loop; Cadence; Microelectromechanical systems; CMOS; Capacitance; Electronic engineering; Computer science; Power (physics); Time domain; Electrical engineering; Materials science; Engineering; Optoelectronics; Physics; Phase noise","score_opus":0.020245933558890355,"score_gpt":0.22861581773660236,"score_spread":0.20836988417771202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001274042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6334223,0.0063898223,0.3562873,0.000043946846,0.003353033,0.00016414742,0.0000034006528,0.00011458628,0.00022144364],"genre_scores_gemma":[0.99786985,0.00021247318,0.0013861314,0.000007643512,0.0004792977,0.000003458488,3.0826055e-7,0.000014104931,0.000026754851],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940413,0.0000035112955,0.00026232572,0.00004455268,0.00008826336,0.00019723266],"domain_scores_gemma":[0.99964017,0.000052265772,0.00011042673,0.000069044996,0.000053668715,0.00007441679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017323038,0.00008870288,0.00021406509,0.00009852852,0.000038924,0.000025614907,0.0000655287,0.000067549954,2.9599434e-7],"category_scores_gemma":[0.000012054837,0.00007272451,0.000056930316,0.00005180534,0.000018091845,0.00023295505,0.0000091585225,0.000095533374,7.609461e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034112476,0.00012239619,0.0012264,0.0016166565,0.0007098953,0.000026920188,0.00297808,0.04208,0.45601693,0.010561836,0.030152919,0.45447385],"study_design_scores_gemma":[0.0085652,0.002113212,0.013186967,0.0036060042,0.00047235162,0.008709828,0.0059915096,0.13608848,0.05027904,0.0029312752,0.765304,0.0027520992],"about_ca_topic_score_codex":0.000002160012,"about_ca_topic_score_gemma":2.2865892e-7,"teacher_disagreement_score":0.7351511,"about_ca_system_score_codex":0.000039655035,"about_ca_system_score_gemma":0.000005102105,"threshold_uncertainty_score":0.29656196},"labels":[],"label_agreement":null},{"id":"W2001567860","doi":"10.1109/iscas.2010.5537157","title":"A new deflection shape function for square membrane CMUT design","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Deflection (physics); Finite element method; Acoustics; Capacitive sensing; Materials science; Transducer; Capacitance; Structural engineering; Engineering; Physics; Optics; Electrical engineering","score_opus":0.018241625054432182,"score_gpt":0.2336625434393344,"score_spread":0.2154209183849022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001567860","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039760057,0.000050757837,0.9554434,0.00006342916,0.00072909903,0.00025218356,6.863923e-7,0.0019107065,0.0017897187],"genre_scores_gemma":[0.69148576,0.00004952649,0.30630207,0.000034980992,0.00023064287,0.000094920666,0.0000039601564,0.00004258073,0.0017555439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962765,6.621921e-7,0.00008059945,0.000103982915,0.000041168176,0.0001459497],"domain_scores_gemma":[0.9997778,0.000037505717,0.000010135259,0.00012254248,0.000020158228,0.00003188429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003950781,0.00008701691,0.00007470668,0.00006017526,0.000045604836,0.00001456348,0.00005214257,0.00012276872,0.00019022988],"category_scores_gemma":[0.00003056007,0.00007755338,0.000033626588,0.00010102431,0.000007480865,0.00013378993,0.000006795427,0.00012924324,0.000023727976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015251413,0.000003055892,0.0000022589097,0.000015342126,0.000007863669,1.5996827e-7,0.000008641171,0.0018868025,0.81897473,0.0015510024,0.0037603143,0.17377459],"study_design_scores_gemma":[0.00040008232,0.0001441612,0.00017581563,0.0000064955457,0.000015371188,0.0000062872514,0.000048373717,0.02310902,0.90120906,0.011469224,0.063229814,0.00018628367],"about_ca_topic_score_codex":0.000010173551,"about_ca_topic_score_gemma":0.00011052966,"teacher_disagreement_score":0.6517257,"about_ca_system_score_codex":0.000013830635,"about_ca_system_score_gemma":0.000008273401,"threshold_uncertainty_score":0.3162535},"labels":[],"label_agreement":null},{"id":"W2001994255","doi":"10.1109/tmtt.2009.2033850","title":"Monolithically Integrated Multiport RF MEMS Switch Matrices","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Insertion loss; Materials science; RF switch; Radio frequency; Coplanar waveguide; Microelectromechanical systems; Electrical engineering; Optoelectronics; Transmission line; Electric power transmission; Wafer; Microwave; Computer science; Engineering; Telecommunications","score_opus":0.0070716780321275355,"score_gpt":0.23140029552135888,"score_spread":0.22432861748923133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001994255","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34876496,0.00032445355,0.6457718,0.000048918948,0.000071284856,0.00023024014,0.000014446228,0.0029797144,0.0017942074],"genre_scores_gemma":[0.9833731,0.0022986953,0.01391409,0.00010763581,0.000016759843,0.000046435845,0.000001853674,0.000028507075,0.0002129469],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992261,0.000012822299,0.00022573351,0.00022452696,0.0000724813,0.00023836712],"domain_scores_gemma":[0.9995445,0.00008534677,0.000029615458,0.00024836618,0.000036576534,0.00005558882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609515,0.00024213061,0.00021868716,0.00021899198,0.00011892983,0.000031296164,0.00014256907,0.00025475878,0.000023840861],"category_scores_gemma":[0.000005422085,0.00020898257,0.000070680304,0.00022054905,0.000102194506,0.00016225866,0.0000010213123,0.00050881074,0.0000073758206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036647907,0.00003597112,2.1419757e-7,0.000010351791,0.00001757631,0.00000612307,0.000059083693,0.000050150233,0.6791784,0.0008278465,0.000042136628,0.3197355],"study_design_scores_gemma":[0.00011638216,0.00017390776,0.000010667236,0.00006774641,0.000022745653,0.000032496024,0.000118320495,0.000020522239,0.96454287,0.03261971,0.0020314201,0.00024319306],"about_ca_topic_score_codex":0.0000045056477,"about_ca_topic_score_gemma":0.000007401676,"teacher_disagreement_score":0.63460815,"about_ca_system_score_codex":0.000041705276,"about_ca_system_score_gemma":0.000007830805,"threshold_uncertainty_score":0.85220623},"labels":[],"label_agreement":null},{"id":"W2002273187","doi":"10.1116/1.1513790","title":"Anomalies in modeling of anisotropic etching of silicon: Facet boundary effects","year":2002,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Facet (psychology); Etching (microfabrication); Silicon; Anisotropy; Crystal (programming language); Materials science; Enhanced Data Rates for GSM Evolution; Boundary (topology); Row; Crystallography; Geometry; Condensed matter physics; Optics; Chemistry; Composite material; Physics; Mathematics; Optoelectronics; Computer science; Layer (electronics); Mathematical analysis","score_opus":0.00985665059003529,"score_gpt":0.22337790239336125,"score_spread":0.21352125180332596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002273187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876752,0.010727053,0.0009120827,0.00018340109,0.00018797469,0.000104390085,0.000009275144,0.000097492004,0.000103141625],"genre_scores_gemma":[0.98475856,0.0031709734,0.012030181,0.0000060963603,0.0000070380293,0.0000030684673,1.6162754e-7,0.000013705976,0.000010232594],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985061,0.000007539741,0.0006429491,0.00020068316,0.00025871219,0.0003839905],"domain_scores_gemma":[0.9992374,0.000069054666,0.00027172946,0.0002516721,0.00011745747,0.00005267372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034762858,0.00019701279,0.00058553345,0.0012453928,0.00010271025,0.000022717857,0.00055865553,0.0002315019,0.000023909965],"category_scores_gemma":[0.00012982001,0.00016419603,0.00006772829,0.0013762241,0.00079481886,0.0005783917,0.0001535819,0.0005230156,7.1087237e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009238394,0.00006414363,0.0037412222,0.00015987328,0.000028109916,0.000033330736,0.0004923673,0.021249214,0.96594864,0.00057559,0.000046735935,0.007651507],"study_design_scores_gemma":[0.0017114752,0.0014802011,0.0062906076,0.0010621548,0.00005199313,0.0003638905,0.0045790602,0.39681834,0.5740775,0.012531302,0.0004307423,0.00060276437],"about_ca_topic_score_codex":0.000006277237,"about_ca_topic_score_gemma":0.000007903016,"teacher_disagreement_score":0.3918712,"about_ca_system_score_codex":0.000041079362,"about_ca_system_score_gemma":0.000035088015,"threshold_uncertainty_score":0.669572},"labels":[],"label_agreement":null},{"id":"W2002918930","doi":"10.1109/transducers.2011.5969690","title":"Lorentz force transduction for RF micromechanical filters","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transduction (biophysics); Lorentz force; Lorentz transformation; Microelectromechanical systems; Resonator; Materials science; Physics; Optoelectronics; Classical mechanics; Chemistry; Quantum mechanics","score_opus":0.029765091345192136,"score_gpt":0.2140609164148714,"score_spread":0.18429582506967926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002918930","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24013117,0.000080637816,0.75428826,0.00003660529,0.00042224542,0.00020459539,0.0000057343204,0.0013596328,0.0034711063],"genre_scores_gemma":[0.91281855,0.00009977231,0.08620517,0.00002096975,0.00003590182,0.00006378051,0.0000042362485,0.000025530799,0.0007260703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996759,2.97415e-7,0.00007806423,0.00008392228,0.000023076656,0.00013868554],"domain_scores_gemma":[0.99986136,0.000007697326,0.000005686995,0.000098232034,0.000008050385,0.000018986262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019182062,0.00006713637,0.00006831601,0.00003227944,0.00001899498,0.0000028553068,0.00006647504,0.000063296015,0.00009148078],"category_scores_gemma":[0.000004616082,0.000058808968,0.000042702453,0.000041159987,0.000014408415,0.00007660925,0.0000054494317,0.000048040558,0.000008991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011515802,0.000010659072,0.0000012900879,0.000028002776,0.0000149406305,5.2648284e-7,0.000081685204,0.000058933478,0.96526426,0.0047527435,0.0014613649,0.02831407],"study_design_scores_gemma":[0.0001718983,0.00005809799,0.000023232575,0.0000048759866,0.0000056145113,0.0000030428307,0.0001230583,0.00050208456,0.98145795,0.009903138,0.0076488205,0.00009816038],"about_ca_topic_score_codex":0.0000027653036,"about_ca_topic_score_gemma":0.000008250857,"teacher_disagreement_score":0.6726874,"about_ca_system_score_codex":0.000013437115,"about_ca_system_score_gemma":0.000001153742,"threshold_uncertainty_score":0.23981601},"labels":[],"label_agreement":null},{"id":"W2003432245","doi":"10.1049/el.2014.1745","title":"W‐band piezoelectric transducer‐controlled low insertion loss variable phase shifter","year":2014,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Industry Canada; Ontario Centres of Excellence","keywords":"Insertion loss; Phase shift module; Transducer; Piezoelectricity; Materials science; Phase (matter); Acoustics; Optoelectronics; Electrical engineering; Engineering; Physics","score_opus":0.0028225140302343622,"score_gpt":0.19315849246847844,"score_spread":0.19033597843824407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003432245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77303314,0.0008921391,0.22353572,0.00071947323,0.0001913911,0.00026011447,0.0000018675022,0.0008495723,0.0005165814],"genre_scores_gemma":[0.9975368,0.00038094886,0.0010727375,0.0006430387,0.00013943866,0.00009540475,0.000011694575,0.000060310787,0.000059626822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986265,0.0000138740625,0.00026088272,0.00025409737,0.00014686058,0.00069782697],"domain_scores_gemma":[0.9995142,0.00006858457,0.00004065742,0.00030302515,0.000017889774,0.00005559305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000169883,0.00025208775,0.0003445488,0.00016991976,0.00008402238,0.000040052484,0.00020608748,0.00013504844,0.000035265348],"category_scores_gemma":[0.000035474008,0.00023904737,0.000095946416,0.0003514699,0.000035880406,0.00020250557,0.0000074242203,0.00044775437,0.000025182148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013174597,0.000059798556,0.000004177843,0.000033479948,0.00007420835,0.000004066441,0.000036415295,0.005759342,0.9690226,0.00127734,0.0010370221,0.022559823],"study_design_scores_gemma":[0.01927392,0.0008424295,0.000039966835,0.0000633191,0.00013161918,0.000030812662,0.00000809746,0.055935923,0.8228948,0.007674844,0.09194328,0.0011609672],"about_ca_topic_score_codex":0.0000030874241,"about_ca_topic_score_gemma":0.000009801377,"teacher_disagreement_score":0.22450365,"about_ca_system_score_codex":0.00016832507,"about_ca_system_score_gemma":0.000018857894,"threshold_uncertainty_score":0.9748069},"labels":[],"label_agreement":null},{"id":"W2003442795","doi":"10.1115/imece2007-43946","title":"Low-Invasive Estimation of Physical Properties in Numerically Ill-Conditioned MEMS","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Metrology; Microelectromechanical systems; Computer science; Resonator; Interferometry; Computation; Wafer; Signal conditioning; Electronic engineering; SIGNAL (programming language); Software; Algorithm; Engineering; Materials science; Optics; Physics; Electrical engineering; Optoelectronics","score_opus":0.00890808796374463,"score_gpt":0.22612897049439093,"score_spread":0.2172208825306463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003442795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959112,0.000028060631,0.03867801,0.000020163696,0.000032206957,0.00009810994,9.4309934e-7,0.0003229575,0.0017075511],"genre_scores_gemma":[0.9935963,0.000013032679,0.006306156,0.000010223467,0.000012465282,0.000010706419,0.0000023421428,0.000010038792,0.000038741007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995818,8.084694e-7,0.00014379779,0.00007124187,0.000073305,0.00012902239],"domain_scores_gemma":[0.9998082,0.000039677463,0.000018188943,0.00009210308,0.000026700305,0.00001516663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035573077,0.00007288119,0.0001227142,0.00008159531,0.000010579615,0.000002907351,0.000054886616,0.000043796757,0.0000064797555],"category_scores_gemma":[0.00007622052,0.000058104608,0.000023740286,0.00015466439,0.00004910841,0.00012751737,0.00001293011,0.00007404929,0.000009332062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064819355,0.00004568391,0.000015535421,0.00005239285,0.0000068300683,0.0000032099983,0.0002127558,0.043767,0.92289543,0.00081815885,0.00001992658,0.032156616],"study_design_scores_gemma":[0.00014942882,0.000052648247,0.0012963343,0.00004288319,0.0000019864594,9.5263965e-7,0.00026795905,0.008709079,0.9876226,0.0017469819,0.000025023497,0.00008412955],"about_ca_topic_score_codex":0.00001024188,"about_ca_topic_score_gemma":0.000024393561,"teacher_disagreement_score":0.06472719,"about_ca_system_score_codex":0.000031367836,"about_ca_system_score_gemma":0.0000054113643,"threshold_uncertainty_score":0.23694372},"labels":[],"label_agreement":null},{"id":"W2003931721","doi":"10.1016/j.sna.2007.10.085","title":"Design, modeling and testing of a unidirectional MEMS ring thermal actuator","year":2007,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Ring (chemistry); Finite element method; Offset (computer science); Thermal; Materials science; Modal analysis; Mechanical engineering; Acoustics; Structural engineering; Electrical engineering; Engineering; Physics; Computer science; Optoelectronics","score_opus":0.02016186201421473,"score_gpt":0.23354458122005733,"score_spread":0.21338271920584262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003931721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679377,0.0000827394,0.031430542,0.000006633872,0.000039699942,0.00007364361,0.0000016749141,0.00023382866,0.00019354848],"genre_scores_gemma":[0.9822492,0.000029789966,0.01759513,0.000003906617,0.000091364,0.0000023349698,3.804239e-7,0.000023482282,0.0000043997625],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993911,0.0000028869895,0.00014022751,0.0001482377,0.00009754764,0.00022001613],"domain_scores_gemma":[0.99958825,0.00021349403,0.000026905222,0.000083605984,0.000027053567,0.000060662747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104946725,0.0001427588,0.0001909107,0.00007033432,0.000068772795,0.000011355131,0.00004076132,0.00006194891,9.011304e-7],"category_scores_gemma":[0.000059875376,0.00012307968,0.000025571966,0.0001361168,0.0000759949,0.00010545503,0.00003399007,0.00016137831,5.0372586e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018843388,0.000025270474,0.00007575619,0.000036686375,0.000031365435,0.000005791731,0.00044778083,0.015102906,0.86147046,0.0003404583,0.0000041149856,0.12244055],"study_design_scores_gemma":[0.00025646013,0.00007589076,0.0004058368,0.000054295204,0.000018639601,0.000014734937,0.00038918405,0.56915295,0.42774174,0.001601964,0.000052320433,0.0002359952],"about_ca_topic_score_codex":0.0000104992205,"about_ca_topic_score_gemma":0.000001101204,"teacher_disagreement_score":0.55405,"about_ca_system_score_codex":0.000015433418,"about_ca_system_score_gemma":0.000005949908,"threshold_uncertainty_score":0.50190437},"labels":[],"label_agreement":null},{"id":"W2004051523","doi":"10.1049/iet-cta.2010.0609","title":"Robust adaptive control of a one degree of freedom electrostatic microelectromechanical systems model with output-error-constrained tracking","year":2011,"lang":"en","type":"article","venue":"IET Control Theory and Applications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Tracking error; Lyapunov function; Actuator; Controller (irrigation); Position (finance); Displacement (psychology); Adaptive control; Tracking (education); Constraint (computer-aided design); Computer science; Mathematics; Control (management); Nonlinear system; Physics; Artificial intelligence","score_opus":0.03633487966125937,"score_gpt":0.2094348581438342,"score_spread":0.17309997848257483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004051523","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04015591,0.0010709158,0.9571054,0.000012132492,0.000008645557,0.0008182943,0.00012412453,0.00018249016,0.0005221146],"genre_scores_gemma":[0.98869205,0.00006270206,0.010719392,0.000009371152,0.00001606395,0.00045525326,0.0000030171288,0.000027332017,0.000014849949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913645,0.00002202224,0.0003230819,0.00019084864,0.00008422473,0.00024335437],"domain_scores_gemma":[0.9992207,0.00022491734,0.00013338483,0.00026693524,0.000105929415,0.000048091417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021918591,0.0001741161,0.00042396926,0.0000835165,0.000055217602,0.0000065262366,0.00015711413,0.000104913874,0.0000028028282],"category_scores_gemma":[0.000018486118,0.00015046027,0.0000502675,0.0001428486,0.0002455651,0.00008725842,0.000009106738,0.00018602183,6.479474e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038177532,0.00009730975,0.000007849856,0.00007158583,0.00024850134,7.265433e-7,0.00015726913,0.044021953,0.46057716,0.4895892,0.000002261509,0.0048443982],"study_design_scores_gemma":[0.009432635,0.0016458234,0.0003041543,0.00033147648,0.0008816834,0.00006808509,0.0023291698,0.67861396,0.13038431,0.1749989,0.000066629946,0.00094314816],"about_ca_topic_score_codex":0.0000073065753,"about_ca_topic_score_gemma":0.000008367323,"teacher_disagreement_score":0.9485361,"about_ca_system_score_codex":0.000017105252,"about_ca_system_score_gemma":0.00002460387,"threshold_uncertainty_score":0.6135591},"labels":[],"label_agreement":null},{"id":"W2004210129","doi":"10.1109/omems.2012.6318828","title":"Two-dimensional (2D) micromirror with enhanced tilting angle using active control methods","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Microelectromechanical systems; Gimbal; Decoupling (probability); Multiplexer; Digital micromirror device; Optics; Materials science; PID controller; Computer science; Optoelectronics; Engineering; Electronic engineering; Physics; Mechanical engineering; Multiplexing; Temperature control; Control engineering","score_opus":0.02007929092340398,"score_gpt":0.3097595115167656,"score_spread":0.2896802205933616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004210129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8243786,0.00026094736,0.17205758,0.00001066285,0.00015662238,0.00013932212,0.0000034088464,0.00062642497,0.0023664217],"genre_scores_gemma":[0.56093705,0.0000017257737,0.43891752,0.000027509064,0.000035197423,0.000009744106,8.060007e-7,0.000022560207,0.000047884158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926466,0.000009277613,0.0001260571,0.00012923518,0.000074592295,0.0003962093],"domain_scores_gemma":[0.9995959,0.00011320838,0.00003467092,0.00016095757,0.000034320623,0.000060946222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011599769,0.00016432272,0.00020536603,0.00006478282,0.000068626374,0.000008083892,0.00007241909,0.00007240526,0.000063012194],"category_scores_gemma":[0.00002737968,0.00012543573,0.00003423635,0.00012969495,0.00004561024,0.00028818074,0.000029839324,0.00016984613,0.000010641436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019852932,0.000013175462,0.000014751255,0.0000067740966,0.000044165154,9.3096554e-7,0.00007145553,0.0048994706,0.9819958,0.0001262733,0.000011442629,0.012795915],"study_design_scores_gemma":[0.0006447447,0.000022913038,0.00019449386,0.000022814032,0.000022053884,0.000015636017,0.00026365655,0.0035254029,0.99462664,0.000114343966,0.00034075504,0.00020654112],"about_ca_topic_score_codex":0.000020350084,"about_ca_topic_score_gemma":0.000008694372,"teacher_disagreement_score":0.26685992,"about_ca_system_score_codex":0.00007099433,"about_ca_system_score_gemma":0.000008816319,"threshold_uncertainty_score":0.51151204},"labels":[],"label_agreement":null},{"id":"W2004276288","doi":"10.1115/imece2006-14752","title":"Sensitivity Analysis in Yield Optimization of MEMS Tunable Capacitors","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of Ontario","keywords":"Capacitor; Sensitivity (control systems); Capacitance; Yield (engineering); Microelectromechanical systems; Fabrication; Monte Carlo method; Optimal design; Electronic engineering; Voltage; Process variation; Materials science; Computer science; Electrical engineering; Engineering; Mathematics; Optoelectronics; Statistics; Electrode","score_opus":0.00689740350044136,"score_gpt":0.19191715711411408,"score_spread":0.18501975361367273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004276288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70659345,0.00004008002,0.28658578,0.000010655386,0.000033275817,0.00003506961,0.0000020344985,0.00023153833,0.0064681284],"genre_scores_gemma":[0.98342305,0.000029905132,0.016418012,0.000001653149,0.000008883366,0.000002277455,0.0000035409932,0.000005492785,0.00010717372],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967396,0.000001278463,0.00011785082,0.0000665735,0.000046031135,0.00009433093],"domain_scores_gemma":[0.9998271,0.000030898787,0.000014351332,0.00010722459,0.000013818066,0.0000066342022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051227067,0.000054305136,0.00013309483,0.0002016119,0.000007718497,0.0000030557087,0.000023023898,0.00005864485,0.000026312027],"category_scores_gemma":[0.000017052856,0.000051019175,0.000033297758,0.0005987185,0.000017146678,0.0000779711,0.000008113604,0.000049645063,7.356507e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.419495e-7,0.0000073613223,0.001531946,0.0000057988673,0.000015117694,0.0000017040522,0.0000064999062,0.9292096,0.068727,0.000209794,0.0000655734,0.00021907043],"study_design_scores_gemma":[0.000083506326,0.000008239834,0.0065749222,0.000008185924,0.000031718453,5.6415803e-7,0.00013235245,0.3487115,0.6438429,0.00040398588,0.00007645155,0.00012573821],"about_ca_topic_score_codex":0.001087341,"about_ca_topic_score_gemma":0.0019147852,"teacher_disagreement_score":0.5804981,"about_ca_system_score_codex":0.000022986687,"about_ca_system_score_gemma":0.0000016579197,"threshold_uncertainty_score":0.20805016},"labels":[],"label_agreement":null},{"id":"W2004397688","doi":"10.1016/j.mechatronics.2003.10.007","title":"Design and modeling of an electrostrictive inchworm actuator","year":2003,"lang":"en","type":"article","venue":"Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Actuator; Electrostriction; Casing; Displacement (psychology); Finite element method; Engineering; Mechanism (biology); Mechanical engineering; Control engineering; Structural engineering; Piezoelectricity; Electrical engineering; Physics","score_opus":0.014007303569024231,"score_gpt":0.2197390872595058,"score_spread":0.20573178369048156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004397688","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4936267,0.00088890834,0.50508183,0.0000022241575,0.000027439706,0.00007690097,7.187034e-7,0.00017126548,0.00012398546],"genre_scores_gemma":[0.8727996,0.0006094133,0.1265529,0.0000029662444,0.000004198674,0.000008749523,7.804755e-7,0.00001725524,0.000004136039],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957097,0.0000046112045,0.00009735735,0.00009605692,0.000054671156,0.00017631432],"domain_scores_gemma":[0.99978584,0.00001839118,0.000015717402,0.00013526806,0.00001813805,0.000026647167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008873506,0.00008854525,0.00011364193,0.00005415375,0.000027495977,0.000005451782,0.000057685014,0.0000772443,0.000002581048],"category_scores_gemma":[0.000024421197,0.00008576325,0.00001326578,0.00009556193,0.000012534801,0.00012378635,0.000010363093,0.00012293502,7.849826e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012146735,0.00002360609,0.0000023771024,0.000023391442,0.00003422421,0.0000016561131,0.00020817517,0.4645025,0.48687592,0.03056973,0.000010328815,0.017735925],"study_design_scores_gemma":[0.00017160842,0.00011970184,7.739806e-7,0.000006227316,0.000007871034,0.0000035699825,0.00016159109,0.45876753,0.51525563,0.025104212,0.0002883545,0.000112969],"about_ca_topic_score_codex":0.00000133676,"about_ca_topic_score_gemma":0.0000020251598,"teacher_disagreement_score":0.3791729,"about_ca_system_score_codex":0.000042773554,"about_ca_system_score_gemma":0.000015298468,"threshold_uncertainty_score":0.34973237},"labels":[],"label_agreement":null},{"id":"W2004962689","doi":"10.1109/eumc.2006.281117","title":"Performance and Operation of Stressed Dual-Gap RF MEMS Varactors","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Capacitor; Capacitance; Microelectromechanical systems; Resistive touchscreen; Materials science; Fabrication; Voltage; Electrical engineering; Q factor; Optoelectronics; Dual (grammatical number); Electronic engineering; Engineering; Electrode; Physics; Resonator","score_opus":0.0073822019081800395,"score_gpt":0.197633570578596,"score_spread":0.19025136867041598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004962689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904577,0.00011019232,0.00075110537,0.0000128742995,0.000045617595,0.00004537955,0.0000015719893,0.00024681486,0.008328758],"genre_scores_gemma":[0.99808806,0.0002400396,0.001383383,0.0000021924109,0.000015887073,0.000003742486,0.000002943033,0.00000712272,0.00025665306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997398,2.963816e-7,0.00009113115,0.000054909044,0.00004048401,0.000073351664],"domain_scores_gemma":[0.99988616,0.000009364373,0.000010677568,0.000075847856,0.000010221189,0.000007723324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017301416,0.00005539544,0.00006944233,0.00003443549,0.000017401004,0.000005501629,0.000023996248,0.000041083254,0.000017157237],"category_scores_gemma":[0.000003278503,0.00004574639,0.000007455088,0.0000465693,0.00002150274,0.0001355394,0.000010665219,0.00004051025,0.0000019721836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001777926,0.000009162023,0.0014263627,0.00004613704,0.0000049073446,5.9739233e-7,0.00001850085,0.018839957,0.9696353,0.0008186529,0.00040269629,0.008795961],"study_design_scores_gemma":[0.00014216622,0.000028391065,0.02062117,0.000011049752,0.000002839595,0.0000014799141,0.00004762546,0.008321703,0.96925473,0.00019390848,0.0012876405,0.0000873169],"about_ca_topic_score_codex":0.00002731517,"about_ca_topic_score_gemma":0.000026430702,"teacher_disagreement_score":0.019194808,"about_ca_system_score_codex":0.000007104539,"about_ca_system_score_gemma":0.0000017080475,"threshold_uncertainty_score":0.18654837},"labels":[],"label_agreement":null},{"id":"W2005161152","doi":"10.1115/imece2010-40519","title":"Application of P-N Junction Actuators in the Design and Fabrication of Resonant Microdevices","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fabrication; Actuator; Resonator; Silicon; Work (physics); Materials science; Electronic engineering; Microelectromechanical systems; Computer science; Mechanical engineering; Nanotechnology; Optoelectronics; Electrical engineering; Engineering","score_opus":0.006468742659590588,"score_gpt":0.21199352970275379,"score_spread":0.2055247870431632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005161152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7305854,0.00006502707,0.26903507,0.000031344054,0.000018704195,0.000115766044,2.1018343e-7,0.000036999612,0.00011146728],"genre_scores_gemma":[0.9786089,0.00011381239,0.02124559,0.0000029589494,0.000004043223,0.000018059307,5.695751e-7,0.000002817524,0.0000032270038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999806,0.0000019361607,0.000084281695,0.000042482643,0.000030829207,0.00003451071],"domain_scores_gemma":[0.99981135,0.000042125237,0.000024137204,0.00010551358,0.000013761299,0.0000031318916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010198975,0.000030554023,0.000045289926,0.00004119842,0.0000068249738,0.0000015214449,0.000050443065,0.000037601338,0.0000010187634],"category_scores_gemma":[0.00001708306,0.00001978894,0.0000054926627,0.00009995428,0.00002652375,0.000045325447,0.0000052146543,0.000055225184,3.2174682e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001814938,0.0000057513316,0.0003738225,0.000014325168,0.0000011166142,1.3382313e-8,0.000100658224,0.00013557103,0.85232955,0.0016490461,0.000024264118,0.14536409],"study_design_scores_gemma":[0.00010064951,0.000021948525,0.044527907,0.000006422969,0.000004251619,0.0000012404049,0.000401739,0.011851206,0.936997,0.0032546944,0.0027807467,0.000052213432],"about_ca_topic_score_codex":0.00003125722,"about_ca_topic_score_gemma":0.000041248586,"teacher_disagreement_score":0.24802351,"about_ca_system_score_codex":0.0000027825547,"about_ca_system_score_gemma":0.0000015658522,"threshold_uncertainty_score":0.080696955},"labels":[],"label_agreement":null},{"id":"W2005189979","doi":"10.1117/12.2045127","title":"Modeling and sensitivity analysis of a MEMS vibratory rotation rate sensor","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cantilever; Sensitivity (control systems); Microsystem; Rotation (mathematics); Beam (structure); Microelectromechanical systems; Acoustics; Gyroscope; Physics; Materials science; Mechanics; Optics; Computer science; Optoelectronics; Electronic engineering","score_opus":0.009426596484032894,"score_gpt":0.21778608375531797,"score_spread":0.20835948727128506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005189979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964363,0.00008291625,0.002374226,0.00022216927,0.00008996111,0.00023530831,0.00003073386,0.00017919925,0.000349213],"genre_scores_gemma":[0.9344785,0.00016918393,0.065152094,0.000019322406,0.00008384242,0.000039177397,0.0000049474606,0.000039443883,0.00001344275],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865067,1.0551292e-8,0.0005191096,0.0002642421,0.00031104372,0.0002549335],"domain_scores_gemma":[0.9987821,0.00015812909,0.00017398383,0.000056801644,0.0007638848,0.00006510284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240055,0.00024386765,0.00049454125,0.000207632,0.0000470094,0.00003915391,0.00021832738,0.0001735849,0.0000018540795],"category_scores_gemma":[0.00047393594,0.00021519914,0.0003896228,0.00048200777,0.00015223068,0.00040155274,0.00008571442,0.00022291976,2.0703055e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020565327,0.000023342158,0.0001189697,0.0003346626,0.0008225413,4.2272656e-8,0.000120686644,0.049485758,0.87873167,0.06980109,0.000050803133,0.00048985373],"study_design_scores_gemma":[0.00029542693,0.000066826506,0.00049730146,0.00008931852,0.0003129477,0.0000025599327,0.00060701143,0.7212581,0.27582744,0.0007518886,0.00010768347,0.00018345307],"about_ca_topic_score_codex":0.000009266976,"about_ca_topic_score_gemma":6.6920893e-7,"teacher_disagreement_score":0.67177236,"about_ca_system_score_codex":0.000065664855,"about_ca_system_score_gemma":0.0000072654157,"threshold_uncertainty_score":0.87755656},"labels":[],"label_agreement":null},{"id":"W2005279743","doi":"10.1109/icsens.2012.6411389","title":"Minimize distortion in free-standing sensor plates using electroformed reinforced beam","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electroforming; Materials science; Flatness (cosmology); Fabrication; Bending; Nickel; Distortion (music); Beam (structure); Composite material; Layer (electronics); Optoelectronics; Metallurgy; Structural engineering; Engineering","score_opus":0.017114970044122824,"score_gpt":0.23201509545182886,"score_spread":0.21490012540770603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005279743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709838,0.0006461603,0.025390267,0.000018738308,0.00025961283,0.00009651733,0.0000018322031,0.0006374402,0.001965607],"genre_scores_gemma":[0.9836384,0.00013121472,0.015720882,0.0000102648555,0.00005546829,0.000008387384,0.0000033606143,0.000022448774,0.000409556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992824,0.0000011961502,0.00017012078,0.00007157146,0.00006713915,0.00040757813],"domain_scores_gemma":[0.9997472,0.00003066285,0.0000208203,0.00015687603,0.0000071392033,0.000037302445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006873714,0.000110093555,0.00012882662,0.00012391193,0.000032276323,0.000008118656,0.000066959845,0.00010559633,0.000028162554],"category_scores_gemma":[0.00005984994,0.000102584716,0.000026938107,0.00017118502,0.00002024709,0.00040146758,0.000024553183,0.00013505174,0.0000051704783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021032318,0.0000090197,0.0006556417,0.00004554132,0.000016281472,0.000004343444,0.00020454013,0.027726384,0.96712446,0.0012846731,0.00030182942,0.0026062345],"study_design_scores_gemma":[0.00055222027,0.000025956797,0.0007280027,0.000048835394,0.000008440631,0.000020788075,0.0005637967,0.015987292,0.97908723,0.00039326568,0.0022744709,0.0003096828],"about_ca_topic_score_codex":0.00002329669,"about_ca_topic_score_gemma":0.000013989943,"teacher_disagreement_score":0.012654593,"about_ca_system_score_codex":0.00021234124,"about_ca_system_score_gemma":0.0000038251005,"threshold_uncertainty_score":0.41832834},"labels":[],"label_agreement":null},{"id":"W2006838318","doi":"10.1121/1.4784022","title":"Modal analysis for undergraduate laboratories and projects.","year":2009,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hammer; Accelerometer; Modal analysis; Acoustics; Data acquisition; Computer science; Modal; Vibration; Calibration; Microelectromechanical systems; Workbench; Range (aeronautics); Mechanical engineering; Physics; Engineering; Materials science; Aerospace engineering; Artificial intelligence; Optoelectronics","score_opus":0.009396662913995935,"score_gpt":0.24139632032852137,"score_spread":0.23199965741452544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006838318","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09182269,0.0010198092,0.9002591,0.0066081164,0.000075495904,0.00011754191,0.000011297298,0.00004591102,0.000040045426],"genre_scores_gemma":[0.93523556,0.0016390656,0.06286785,0.00019118836,0.000042995227,7.3063904e-7,1.2050418e-7,0.000006092088,0.000016414197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995055,0.000007115735,0.00018883466,0.00003940524,0.00013042214,0.00012868378],"domain_scores_gemma":[0.9994578,0.0001755301,0.00011656132,0.00013710112,0.000088392546,0.000024632458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013690059,0.00007941018,0.000232247,0.000017456361,0.000080406666,0.0000081225935,0.00020653788,0.00004208749,8.27909e-7],"category_scores_gemma":[0.00009241519,0.000039830775,0.0001897993,0.00043194788,0.0002510545,0.00005645155,0.000027555592,0.00018479752,6.791614e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025422708,0.00014775613,0.00025176868,0.00016677038,0.0033333274,0.0000012341345,0.0020429255,0.46992123,0.38245055,0.00041171466,0.026933739,0.11408477],"study_design_scores_gemma":[0.001318924,0.0017429166,0.006903291,0.00011557033,0.0044702804,0.000045151126,0.010251022,0.8215143,0.056454137,0.08825463,0.0083864685,0.0005433186],"about_ca_topic_score_codex":0.0000024078295,"about_ca_topic_score_gemma":3.199862e-7,"teacher_disagreement_score":0.8434129,"about_ca_system_score_codex":0.0000216809,"about_ca_system_score_gemma":0.000015042892,"threshold_uncertainty_score":0.16242519},"labels":[],"label_agreement":null},{"id":"W2007123510","doi":"10.1108/02602280710731704","title":"Tuning the dynamic behaviour of cantilever MEMS based sensors and actuators","year":2007,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Microelectromechanical systems; Microfabrication; Resonator; Microsystem; Materials science; Frequency response; Acoustics; Vibration; Stiffness; Finite element method; Mechanical engineering; Structural engineering; Nanotechnology; Engineering; Optoelectronics; Physics; Composite material; Electrical engineering","score_opus":0.011111925059816966,"score_gpt":0.2580680126440841,"score_spread":0.24695608758426713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007123510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414205,0.055921644,0.0013547371,0.0001716899,0.00011139018,0.0003329067,0.000008523396,0.00026580834,0.00041278382],"genre_scores_gemma":[0.951114,0.046193175,0.0025034042,0.00008631251,0.000008563449,0.0000040797595,0.0000019663878,0.000026577309,0.00006193958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993964,0.0000048176153,0.00022072763,0.00010341676,0.000091280395,0.00018336897],"domain_scores_gemma":[0.999559,0.00008657469,0.000049745886,0.0002504352,0.000023475846,0.000030766903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022615738,0.00012351382,0.00023577455,0.00004235325,0.00003489021,0.000003906952,0.00008469424,0.000050494677,0.000027281138],"category_scores_gemma":[0.00006621113,0.00008294704,0.000053405376,0.00015233844,0.000072100986,0.000029423787,0.000018485485,0.0001517749,0.000004086502],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012027446,0.000040265513,0.0015542611,0.007918931,0.00013142034,0.0001123358,0.00023706497,0.0006943741,0.14552663,0.0002963296,0.0016738917,0.8418025],"study_design_scores_gemma":[0.0023483115,0.00034706402,0.0597213,0.028702643,0.0014359344,0.00044365725,0.0027083606,0.015889661,0.4244529,0.00073469593,0.4595914,0.0036240988],"about_ca_topic_score_codex":0.000011107712,"about_ca_topic_score_gemma":0.000030465804,"teacher_disagreement_score":0.83817834,"about_ca_system_score_codex":0.000022143322,"about_ca_system_score_gemma":0.000004928756,"threshold_uncertainty_score":0.3382482},"labels":[],"label_agreement":null},{"id":"W2007367875","doi":"10.1109/transducers.2013.6627132","title":"Piezoelectric pressure microsensor arrays","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Piezoelectricity; Silicon; Electrode; Substrate (aquarium); Layer (electronics); Optoelectronics; Pressure sensor; Shock (circulatory); Shock tube; Platinum; Acoustics; Shock wave; Composite material; Mechanical engineering; Engineering","score_opus":0.004560294507839784,"score_gpt":0.17954467147417658,"score_spread":0.17498437696633679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007367875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8548127,0.0022842437,0.042018227,0.00023140972,0.0002878145,0.00040934506,0.0000025896063,0.005908542,0.094045125],"genre_scores_gemma":[0.9858134,0.00016364668,0.0100287255,0.000031227548,0.00002690323,0.00003171208,6.3542745e-7,0.000017502787,0.003886273],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996379,5.29877e-7,0.000067176254,0.00007718787,0.000036242633,0.00018095123],"domain_scores_gemma":[0.99979633,0.000011440071,0.0000057326524,0.00014879733,0.000014669815,0.000023055447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000008472366,0.000077290904,0.000073132185,0.00004287161,0.000023853769,0.000015890795,0.00008349775,0.00006178041,0.0002901896],"category_scores_gemma":[0.000009167022,0.00006262519,0.000019905514,0.00010959667,0.000016752823,0.00010228796,0.00000870867,0.000095652744,0.00036972345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.6053988e-7,0.0000046729865,0.000016209458,0.000014297882,0.0000141975015,6.932542e-7,0.000018063123,0.00084667193,0.9222754,0.00043299346,0.020022526,0.056353997],"study_design_scores_gemma":[0.00012721978,0.000023926006,0.0005215548,0.000004897468,0.0000060860057,0.0000065135387,0.00006278122,0.00588657,0.85316825,0.0031244385,0.13685164,0.00021614086],"about_ca_topic_score_codex":0.000011746531,"about_ca_topic_score_gemma":0.0000023539544,"teacher_disagreement_score":0.13100067,"about_ca_system_score_codex":0.000006808543,"about_ca_system_score_gemma":0.0000012152884,"threshold_uncertainty_score":0.47521704},"labels":[],"label_agreement":null},{"id":"W2007393675","doi":"10.1117/12.876592","title":"Commercial plexiglass mirrors and MEMS: new approach toward low cost polymer microsystems","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microsystem; Microelectromechanical systems; Polymer; Computer science; Materials science; Nanotechnology","score_opus":0.02914257621724386,"score_gpt":0.23586096943966758,"score_spread":0.20671839322242372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007393675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399525,0.000380839,0.00022947237,0.00033359785,0.00031017163,0.000589275,0.00004541212,0.0003265332,0.003789456],"genre_scores_gemma":[0.844688,0.0005077715,0.15356275,0.0000743632,0.00038731532,0.00021687904,0.000011257528,0.00015709695,0.0003945437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819624,5.1324913e-9,0.0005927619,0.00036388965,0.0003814959,0.00046557494],"domain_scores_gemma":[0.99910474,0.00005765982,0.00019356958,0.00007229993,0.00041328452,0.0001584266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026657502,0.00038705338,0.00049076247,0.0001177083,0.00006931039,0.00007025892,0.00080425973,0.0002978673,0.000011661436],"category_scores_gemma":[0.00014250749,0.00033285504,0.00036291624,0.00027002243,0.00028131917,0.0004992632,0.0001788855,0.00038936106,0.0000019377856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073014104,0.00008599623,0.00025076672,0.0009986281,0.00043133067,1.6360025e-7,0.0008043707,0.000034666256,0.8546334,0.13666092,0.0043728515,0.0016539244],"study_design_scores_gemma":[0.0015509427,0.00018854134,0.0012429781,0.00038352417,0.00015988301,0.000051523097,0.00344407,0.007875412,0.97492987,0.001395426,0.008039607,0.0007382493],"about_ca_topic_score_codex":0.000052499752,"about_ca_topic_score_gemma":5.3977453e-7,"teacher_disagreement_score":0.15333329,"about_ca_system_score_codex":0.00012001618,"about_ca_system_score_gemma":0.000019638925,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W2007915900","doi":"10.1109/iwsoc.2006.348240","title":"Effects of Etching Holes on Capacitance and Tuning Range in MEMS Parallel Plate Variable Capacitors","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Capacitor; Microelectromechanical systems; Capacitance; Etching (microfabrication); Variable capacitor; Materials science; Range (aeronautics); Variable (mathematics); Finite element method; Optoelectronics; Engineering; Electrical engineering; Nanotechnology; Physics; Composite material; Structural engineering; Electrode; Mathematics; Layer (electronics); Voltage","score_opus":0.004457815502837239,"score_gpt":0.18140220665257634,"score_spread":0.1769443911497391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007915900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810119,0.00071266823,0.01376159,0.000009688389,0.00010503074,0.000119107775,0.0000014014378,0.00029209346,0.0039865193],"genre_scores_gemma":[0.98511094,0.00016980756,0.014580002,0.000007077022,0.000021079644,0.000016061407,6.2580625e-7,0.00001755615,0.00007684237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947554,0.0000028812005,0.00014563244,0.000119528544,0.00006456047,0.00019186377],"domain_scores_gemma":[0.99972117,0.00013368094,0.000022700006,0.000100700854,0.0000062479935,0.000015504169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006003911,0.00012134911,0.00018506938,0.000110236586,0.000023906177,0.000007888751,0.000059732956,0.00008847202,0.0000017609283],"category_scores_gemma":[0.000027376267,0.000108096916,0.000014756705,0.00013162477,0.000051380113,0.000117463496,0.000009872199,0.00016606951,0.0000010043939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010649523,0.00002152122,0.0009407106,0.00024906365,0.000011384497,0.000015135072,0.00017249481,0.06183931,0.91946614,0.01514935,0.000107787484,0.0020164635],"study_design_scores_gemma":[0.001560451,0.00009677336,0.012669746,0.00061047217,0.000011414608,0.000005673147,0.00028978786,0.0061690905,0.95132124,0.026120722,0.0006649553,0.00047967632],"about_ca_topic_score_codex":0.00026781266,"about_ca_topic_score_gemma":0.000100176745,"teacher_disagreement_score":0.055670217,"about_ca_system_score_codex":0.000026852846,"about_ca_system_score_gemma":0.0000020775856,"threshold_uncertainty_score":0.44080645},"labels":[],"label_agreement":null},{"id":"W2007983610","doi":"10.1049/el:20046509","title":"2.4 GHz direct-digital binary phase shift keying modulator using MEMS switch","year":2004,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Baseband; Modulation (music); Waveform; Phase-shift keying; Microelectromechanical systems; SIGNAL (programming language); Keying; Electronic engineering; Binary number; Phase modulation; Electrical engineering; Computer science; Physics; Engineering; Optoelectronics; Bit error rate; Acoustics; Phase noise; CMOS; Voltage; Mathematics; Channel (broadcasting)","score_opus":0.008906208405648142,"score_gpt":0.23165482662758366,"score_spread":0.2227486182219355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007983610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97825617,0.0017644764,0.017576035,0.00045189707,0.00022711883,0.00014753386,0.000007440839,0.0013476838,0.00022162416],"genre_scores_gemma":[0.99699014,0.0001297126,0.002485629,0.00017838877,0.000103656035,0.0000131709885,0.000010169664,0.00008055765,0.000008566649],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998655,0.000001685824,0.00020767399,0.00027052648,0.00015982118,0.0007052682],"domain_scores_gemma":[0.9995612,0.000018964707,0.000037429705,0.00030926458,0.000009669659,0.00006350413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000049670238,0.00025864202,0.00022619832,0.00014686391,0.000112854286,0.00006964376,0.00021122272,0.000107777894,0.000005364686],"category_scores_gemma":[0.000016760925,0.00027426876,0.00008786961,0.0002943376,0.00004958036,0.00044756322,0.000046288616,0.0004031376,0.000018724617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076284887,0.00002935254,0.000007806326,0.000015550733,0.000042527106,0.000036117573,0.00009077555,0.15777242,0.8381995,0.00014313452,0.00010586254,0.003549347],"study_design_scores_gemma":[0.00241844,0.00022139371,0.000053068718,0.00009883484,0.000040447343,0.000050925606,0.0000620575,0.009976675,0.96531236,0.0037895488,0.016908115,0.0010681396],"about_ca_topic_score_codex":0.000009142781,"about_ca_topic_score_gemma":0.000005838476,"teacher_disagreement_score":0.14779575,"about_ca_system_score_codex":0.00049914385,"about_ca_system_score_gemma":0.00003245031,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W2008141418","doi":"10.1117/12.567568","title":"Comparison of three finite element models for analysis of MEMS micromirrors","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Finite element method; Software; Materials science; Field (mathematics); Computer science; Square (algebra); Mechanical engineering; Structural engineering; Engineering; Optoelectronics; Geometry","score_opus":0.02680071612802506,"score_gpt":0.2692189171280389,"score_spread":0.24241820100001385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008141418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321425,0.0002502724,0.0049573015,0.00028937176,0.00012111213,0.0005578998,0.0001520782,0.0001300031,0.00032768288],"genre_scores_gemma":[0.79840744,0.00013475517,0.20119593,0.000008707057,0.00004761666,0.00013343547,0.00001277606,0.000046758432,0.000012612722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979509,2.7058566e-9,0.0009700073,0.00027501187,0.0004571244,0.00034696737],"domain_scores_gemma":[0.99821717,0.0001380654,0.00042154358,0.000080126265,0.0010802812,0.000062790044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031621632,0.00029782404,0.00078835466,0.00026307092,0.000041000923,0.000022024875,0.0007726385,0.00020730039,0.0000038046092],"category_scores_gemma":[0.00022038583,0.0002619971,0.0009103762,0.0006283689,0.00020592425,0.00034438187,0.00011276542,0.00021601463,1.5914326e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046851248,0.0001036957,0.00015237111,0.000577686,0.0016734384,1.340354e-8,0.00020156373,0.12338724,0.68071955,0.19274735,0.00015055826,0.00023964541],"study_design_scores_gemma":[0.0009674404,0.00029239318,0.0004332689,0.00021971742,0.00069391145,7.1921147e-7,0.0011061128,0.22126636,0.7657792,0.008629932,0.0003378062,0.00027316538],"about_ca_topic_score_codex":0.000013834416,"about_ca_topic_score_gemma":0.0000018138412,"teacher_disagreement_score":0.19623864,"about_ca_system_score_codex":0.00015394179,"about_ca_system_score_gemma":0.000017687697,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W2008937700","doi":"10.1115/detc2013-13376","title":"Low Voltage Electrostatic Actuation for MEMS Actuator Using Frequency Modulation","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Capacitance; Microelectromechanical systems; Voltage; Control theory (sociology); Linearization; Modulation (music); SIGNAL (programming language); Stability (learning theory); Materials science; Parasitic capacitance; Engineering; Physics; Acoustics; Computer science; Electrical engineering; Nonlinear system; Optoelectronics; Electrode","score_opus":0.012810468881012633,"score_gpt":0.23563349290756339,"score_spread":0.22282302402655074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008937700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53972733,0.000019168985,0.45929882,0.0000166008,0.000066672124,0.00029050678,0.0000016557706,0.00043663208,0.00014261504],"genre_scores_gemma":[0.9300398,0.000021874768,0.06965716,0.000020034699,0.000035932233,0.000098083736,0.000012926731,0.000027579901,0.00008660239],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947447,5.934179e-7,0.00014101708,0.000108891254,0.00006358057,0.00021143084],"domain_scores_gemma":[0.9997255,0.000039334158,0.00002543067,0.00013598564,0.000048525122,0.000025194737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030289086,0.000107351116,0.00009909794,0.00007200356,0.00005021849,0.000028126024,0.000059741305,0.000078646386,0.00007607219],"category_scores_gemma":[0.0000526318,0.000096326614,0.00003065886,0.00010022875,0.0000125605275,0.0004394313,0.000006785162,0.00006113882,0.000022252412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.0568567e-7,0.0000048160255,0.00000670376,0.00002560018,0.000008094478,8.042627e-8,0.000028775,0.0033691446,0.967764,0.0005229485,0.00015017683,0.02811903],"study_design_scores_gemma":[0.00018543091,0.00003637986,0.00045288744,0.000012426727,0.0000065642794,9.960669e-7,0.000064891705,0.27185085,0.68775654,0.03934281,0.00012388318,0.00016634523],"about_ca_topic_score_codex":0.000030081192,"about_ca_topic_score_gemma":0.000012948212,"teacher_disagreement_score":0.3903125,"about_ca_system_score_codex":0.00009256529,"about_ca_system_score_gemma":0.00000777552,"threshold_uncertainty_score":0.39280853},"labels":[],"label_agreement":null},{"id":"W2009296323","doi":"10.1121/1.4785019","title":"Pressure calibration of MEM microphones","year":2004,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calibration; Acoustics; Metrology; Microelectromechanical systems; Sound pressure; Materials science; Computer science; Physics; Optics; Optoelectronics","score_opus":0.006365437556242144,"score_gpt":0.21357917426778852,"score_spread":0.2072137367115464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009296323","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23195069,0.0028383213,0.76111555,0.0035827504,0.00027136266,0.00012108664,0.000009977611,0.00005385917,0.00005640252],"genre_scores_gemma":[0.9396024,0.001617828,0.058588613,0.00010595483,0.000054498385,3.7389592e-7,7.791228e-8,0.000010825357,0.000019430945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943364,0.000007782068,0.0002530569,0.000029807288,0.00017336177,0.00010236439],"domain_scores_gemma":[0.99947923,0.00009461916,0.00017894892,0.00016827337,0.000059529106,0.000019410232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101239566,0.000072371615,0.00018948385,0.000008939405,0.000042198495,0.0000027887727,0.00032249728,0.00005643989,0.000008317493],"category_scores_gemma":[0.000056414166,0.000036868765,0.00017501168,0.00015314526,0.00034850583,0.00006061445,0.00005286016,0.00024824293,3.0472233e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013373419,0.00002109691,0.0000033959811,0.000041392363,0.00008605202,1.4092801e-7,0.000303274,0.31638724,0.6783882,0.0000068161244,0.0025735267,0.0021755432],"study_design_scores_gemma":[0.00055080187,0.00025746413,0.00043234447,0.0001772508,0.0003181355,0.00004518737,0.0025921927,0.04017342,0.94395953,0.007548253,0.0038063556,0.00013906472],"about_ca_topic_score_codex":0.000013658691,"about_ca_topic_score_gemma":2.2616646e-7,"teacher_disagreement_score":0.70765173,"about_ca_system_score_codex":0.00001947471,"about_ca_system_score_gemma":0.00002042835,"threshold_uncertainty_score":0.15034647},"labels":[],"label_agreement":null},{"id":"W2009487853","doi":"10.1116/1.1691078","title":"Analysis of step-based silicon surfaces at facet boundaries during wet anisotropic etching","year":2004,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Facet (psychology); Etching (microfabrication); Boundary (topology); Silicon; Geometry; Anisotropy; Surface (topology); Crystallography; Materials science; Wafer; Surface finish; Chemistry; Optics; Nanotechnology; Mathematics; Physics; Composite material; Optoelectronics; Mathematical analysis","score_opus":0.0067304477952569875,"score_gpt":0.23151763672376868,"score_spread":0.22478718892851168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009487853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932773,0.0037437512,0.0016620315,0.0005758641,0.00027703407,0.000119365395,0.000026628095,0.000290056,0.00002793055],"genre_scores_gemma":[0.98572946,0.0010340377,0.013170334,0.000011892186,0.000008251494,0.0000033620847,0.0000010069525,0.000021285932,0.000020398978],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779993,0.000008677148,0.000758267,0.0003567537,0.00047298276,0.00060339697],"domain_scores_gemma":[0.99870896,0.000050336366,0.00047456851,0.0004319161,0.00021667479,0.0001175123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048508006,0.00032223124,0.0008641124,0.0023428095,0.00061107497,0.00012004983,0.0007868807,0.00030706482,0.000023583429],"category_scores_gemma":[0.0001030253,0.0002650956,0.00018214012,0.0036957946,0.0020047275,0.0006767603,0.00024242779,0.0005614561,0.0000016647487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028143177,0.000044597866,0.016776733,0.000057255547,0.0002422583,0.000032752618,0.00023611484,0.099618986,0.8819472,0.0005214483,0.00001019803,0.00048426594],"study_design_scores_gemma":[0.0015995667,0.0006019694,0.07307946,0.00019695629,0.0004349969,0.00012025269,0.0025198383,0.011850497,0.9067305,0.0016733864,0.00064456405,0.00054805994],"about_ca_topic_score_codex":0.00002687056,"about_ca_topic_score_gemma":0.000118701406,"teacher_disagreement_score":0.08776849,"about_ca_system_score_codex":0.00019921896,"about_ca_system_score_gemma":0.00017146241,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W2009535987","doi":"10.1016/j.sna.2010.11.004","title":"Design, fabrication and vacuum operation characteristics of two-dimensional comb-drive micro-scanner","year":2010,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; National Research Council Canada","keywords":"Gimbal; Scanner; Fabrication; Wafer; Optics; Comb drive; Voltage; Materials science; Silicon on insulator; Electrical conductor; Torsion spring; Insulator (electricity); Silicon; Optoelectronics; Electrical engineering; Physics; Engineering; Mechanical engineering","score_opus":0.006187430150273695,"score_gpt":0.22056294911742907,"score_spread":0.21437551896715537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009535987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971807,0.000016195092,0.002447166,0.000045119268,0.00009558922,0.00010305062,0.000011663676,0.000086876724,0.000013641084],"genre_scores_gemma":[0.9920825,0.000026485632,0.007752333,0.0000121170615,0.000085889216,0.0000052893374,0.000008241242,0.000015217014,0.000011929293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995728,0.000004334557,0.00011336928,0.00013078698,0.000065955166,0.00011271462],"domain_scores_gemma":[0.99972016,0.000058282687,0.000032965225,0.00010686329,0.000039579834,0.00004218111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000314433,0.00011590911,0.00017182631,0.000039301034,0.00004869601,0.000014321877,0.000036177295,0.00005899911,0.0000035367966],"category_scores_gemma":[0.000016709715,0.00009718588,0.000019183875,0.00005082245,0.0001061896,0.000091986454,0.000026552803,0.00017008907,0.0000022688318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061954515,0.000025445457,0.00006674577,0.000011574636,0.000010743772,8.638213e-7,0.00016952344,0.0001844786,0.983773,0.0006786695,0.000056853,0.015015914],"study_design_scores_gemma":[0.00040257457,0.00008407829,0.009205978,0.000017638537,0.000026127644,0.000010216216,0.000051366267,0.05675027,0.93025684,0.002706187,0.00024828012,0.00024045428],"about_ca_topic_score_codex":0.0000039016627,"about_ca_topic_score_gemma":9.322995e-7,"teacher_disagreement_score":0.05656579,"about_ca_system_score_codex":0.0000059042195,"about_ca_system_score_gemma":0.000005645037,"threshold_uncertainty_score":0.39631253},"labels":[],"label_agreement":null},{"id":"W2009931383","doi":"10.1117/12.708951","title":"Adaptive MOEMS mirrors for medical imaging","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optics; Laser; Deformable mirror; Microelectromechanical systems; Adaptive optics; Microscope; Laser scanning; Materials science; Computer science; Optoelectronics; Physics","score_opus":0.012056303697687521,"score_gpt":0.24655200732109822,"score_spread":0.2344957036234107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009931383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99257183,0.00031485833,0.0021494424,0.0010834588,0.00046201827,0.000615416,0.00004141281,0.00044352532,0.0023180514],"genre_scores_gemma":[0.685105,0.00032183406,0.313206,0.0001266749,0.0006011892,0.0002981415,0.000009991911,0.0001700968,0.000161051],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976061,2.1905118e-9,0.00073795003,0.0003460595,0.0006978405,0.00061206013],"domain_scores_gemma":[0.99831814,0.00026862763,0.00019939704,0.0000627825,0.00098843,0.00016264182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008347282,0.0003577739,0.00043383002,0.00014909152,0.00008362409,0.000049546656,0.00096973404,0.00027946304,0.000009468644],"category_scores_gemma":[0.00078812835,0.0003079627,0.0005863142,0.00031919638,0.0002917197,0.00047729825,0.00014061481,0.00042430396,0.0000011506153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009171381,0.000062811014,0.00011026321,0.00041817757,0.00033930945,2.968683e-7,0.00013193752,0.00017073478,0.6783199,0.3122465,0.003896337,0.004212027],"study_design_scores_gemma":[0.002322959,0.0003510511,0.000841611,0.0006869686,0.00018135867,0.000047737918,0.0048433,0.112333685,0.84397775,0.009779647,0.023703171,0.00093077315],"about_ca_topic_score_codex":0.0000061009587,"about_ca_topic_score_gemma":6.3190413e-7,"teacher_disagreement_score":0.31105655,"about_ca_system_score_codex":0.00019432661,"about_ca_system_score_gemma":0.000022757662,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W2009953819","doi":"10.1109/tuffc.2013.2632","title":"An improved analytical method to design CMUTs with square diaphragms","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Bangladesh University of Engineering and Technology; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Finite element method; Square (algebra); Capacitance; Capacitive sensing; Acoustics; Deflection (physics); Diaphragm (acoustics); Transducer; Materials science; Structural engineering; Optics; Engineering; Geometry; Mathematics; Physics; Loudspeaker; Electrical engineering","score_opus":0.00887204839935763,"score_gpt":0.23131042300703394,"score_spread":0.22243837460767632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009953819","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030960387,0.00022013728,0.9668537,0.0001796668,0.00009717515,0.00087463233,0.000028518993,0.00067174196,0.00011404179],"genre_scores_gemma":[0.91148525,0.00020674683,0.087669775,0.00015979598,0.00002023184,0.0003646225,0.000001516186,0.00006291989,0.000029143834],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985562,0.00003021461,0.000266091,0.00040422098,0.0001730272,0.0005702278],"domain_scores_gemma":[0.9988834,0.0002998164,0.000031740223,0.0003820787,0.000121879355,0.000281048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016194754,0.000337689,0.00036331223,0.00030021524,0.000171103,0.00010361212,0.00019983358,0.00021411882,0.000039205217],"category_scores_gemma":[0.000015328513,0.00028024265,0.000066213695,0.0006495267,0.000045846893,0.0003104847,3.7624733e-7,0.0005304554,0.0000138132755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009080466,0.00017191343,0.000016045671,0.000028655106,0.00019960094,0.000011338092,0.00013383193,0.17035803,0.508017,0.0005427515,0.000053752115,0.32037625],"study_design_scores_gemma":[0.0018024384,0.0028619918,0.00027635807,0.000036469544,0.00016872775,0.000050594303,0.000105799896,0.88362956,0.10752786,0.0025513563,0.00013973226,0.00084912265],"about_ca_topic_score_codex":0.00008729555,"about_ca_topic_score_gemma":0.00006684441,"teacher_disagreement_score":0.8805249,"about_ca_system_score_codex":0.0001094947,"about_ca_system_score_gemma":0.000040519455,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W2010800669","doi":"10.1088/1464-4258/8/7/s07","title":"Deformable MEMS grating for wide tunability and high operating speed","year":2006,"lang":"en","type":"article","venue":"Journal of Optics A Pure and Applied Optics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Microelectromechanical systems; Grating; Optics; Materials science; Optoelectronics; Physics","score_opus":0.007327915194003113,"score_gpt":0.2102503945039088,"score_spread":0.2029224793099057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010800669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774392,0.00049809035,0.020907555,0.00010390843,0.00010501055,0.00017006589,0.000008372173,0.00005546271,0.00071232655],"genre_scores_gemma":[0.82760537,0.00033366965,0.17184643,0.000018023216,0.0001467749,0.0000035762525,0.000002035121,0.000021759892,0.000022353668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915457,0.0000011323635,0.00042116045,0.00009550932,0.00010578909,0.00022185415],"domain_scores_gemma":[0.99952954,0.00010872233,0.00012465045,0.00009524021,0.00008891004,0.000052928888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021587228,0.00015345147,0.00028919472,0.00006165694,0.00011740455,0.00008982954,0.000079629266,0.000111081004,6.5769547e-7],"category_scores_gemma":[0.000054820455,0.00012574917,0.000037713402,0.00007779475,0.000059525693,0.00015089707,0.000037405145,0.0002483786,1.1264715e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004903953,0.00007971849,0.00039891482,0.0005086839,0.00011557484,0.000016529,0.0002215622,0.28554785,0.64311266,0.05461194,0.0004935064,0.014844027],"study_design_scores_gemma":[0.0050773257,0.0008264737,0.0017412481,0.00031586637,0.0003148004,0.00035389262,0.0030416828,0.16563953,0.6660653,0.15097678,0.0043546404,0.0012924528],"about_ca_topic_score_codex":0.0000015415686,"about_ca_topic_score_gemma":0.0000045548018,"teacher_disagreement_score":0.15093888,"about_ca_system_score_codex":0.000027594193,"about_ca_system_score_gemma":0.000013137389,"threshold_uncertainty_score":0.51279026},"labels":[],"label_agreement":null},{"id":"W2010885861","doi":"10.1109/aim.2013.6584199","title":"Cantilever beam microgyroscope based on Frequency modulation","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gyroscope; Microelectromechanical systems; Surface micromachining; Cantilever; Materials science; Silicon on insulator; Wafer; Proof mass; Beam (structure); Vibration; Acoustics; Deep reactive-ion etching; Bulk micromachining; Optoelectronics; Silicon; Fabrication; Reactive-ion etching; Etching (microfabrication); Optics; Physics; Nanotechnology; Engineering; Layer (electronics); Aerospace engineering; Composite material","score_opus":0.006161119367500207,"score_gpt":0.19293337827473098,"score_spread":0.18677225890723076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010885861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605831,0.0000449672,0.018998658,0.00015190306,0.0001916776,0.00019530869,0.0000024511867,0.0012778131,0.018554104],"genre_scores_gemma":[0.98103744,0.000014016197,0.018472321,0.00012425493,0.000016658445,0.000033197342,0.0000039287743,0.000016888132,0.00028130418],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996412,6.65607e-7,0.000078835794,0.000089982546,0.000050623785,0.00013872735],"domain_scores_gemma":[0.99976605,0.000012930985,0.000007864188,0.00017545452,0.000016441003,0.000021260226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011751616,0.00008310292,0.0000664607,0.000056951812,0.000022691214,0.000014238977,0.00006265025,0.000065392946,0.0003869039],"category_scores_gemma":[0.000009586671,0.000069790636,0.000018289176,0.00007271631,0.000014770556,0.00012915145,0.000006579571,0.00007630253,0.00024485443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.6315046e-7,0.000009160129,0.00021212321,0.000009958241,0.0000034885074,7.5657954e-7,0.000005336881,0.029442633,0.9505383,0.00026184178,0.005238259,0.014277698],"study_design_scores_gemma":[0.00024259559,0.000049466205,0.020132625,0.00002443945,0.0000026331343,6.581016e-7,0.000020620138,0.07876885,0.894402,0.003249905,0.0028549044,0.000251255],"about_ca_topic_score_codex":0.00007994406,"about_ca_topic_score_gemma":0.00001468008,"teacher_disagreement_score":0.056136236,"about_ca_system_score_codex":0.000032481254,"about_ca_system_score_gemma":0.000003535633,"threshold_uncertainty_score":0.42363265},"labels":[],"label_agreement":null},{"id":"W2011103363","doi":"10.1109/eumc.2005.1608917","title":"Reconfigurable bandpass filter structure using an SPDT MEMS switch","year":2005,"lang":"en","type":"article","venue":"2005 European Microwave Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Band-pass filter; Filter (signal processing); Microelectromechanical systems; Voltage; Electronic engineering; Transient (computer programming); Electrical engineering; Physics; Topology (electrical circuits); Computer science; Optoelectronics; Engineering","score_opus":0.03032731687755742,"score_gpt":0.232062171028189,"score_spread":0.20173485415063158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011103363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417282,0.00061214145,0.016975977,0.000099164274,0.00031282118,0.00017863828,0.00005127083,0.0009977083,0.03904409],"genre_scores_gemma":[0.98123544,0.00023620026,0.017080108,0.0001223334,0.00027665915,0.0000016623029,0.000022122911,0.00009182608,0.00093363045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867064,0.000019514968,0.00029603372,0.0003649707,0.0001069543,0.0005418923],"domain_scores_gemma":[0.99920064,0.000014807166,0.000059498474,0.0005318312,0.00006786613,0.00012535552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011417809,0.00031146102,0.00024138209,0.00010400882,0.00010193249,0.00011250028,0.00042089366,0.00010519402,0.0007284483],"category_scores_gemma":[0.000019356581,0.00029980508,0.000049746533,0.00011444524,0.0000803266,0.0004324873,0.000052527696,0.00040017412,0.0001964287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039747397,0.000012128364,0.000009702296,0.000014932184,0.000015280835,0.00001761283,0.00011432892,0.0033455528,0.94007677,0.00011733191,0.0014292641,0.054843105],"study_design_scores_gemma":[0.00031868427,0.000029402376,0.00024736158,0.000066390596,0.000015185036,0.00006605418,0.00010600484,0.005033877,0.8550061,0.000316032,0.13829009,0.0005048338],"about_ca_topic_score_codex":0.000006076137,"about_ca_topic_score_gemma":0.00014568178,"teacher_disagreement_score":0.13686082,"about_ca_system_score_codex":0.00008214755,"about_ca_system_score_gemma":0.000024025327,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W2011366011","doi":"10.1117/12.644429","title":"Development of a mechanical model for a micromachined resonant force sensor used in passive microgripping applications","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tuning fork; Gauge factor; Resonator; Microelectromechanical systems; Q factor; Materials science; Acoustics; Computer science; Optoelectronics; Physics; Vibration; Fabrication","score_opus":0.011413561315264944,"score_gpt":0.22760016834791263,"score_spread":0.2161866070326477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011366011","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879185,0.00011509958,0.010285758,0.00028555587,0.000050185372,0.0009988357,0.00006732835,0.0001608117,0.00011795814],"genre_scores_gemma":[0.33364838,0.000042138385,0.6654457,0.000010948899,0.00007773906,0.00064516475,0.000011835269,0.0000601337,0.00005795062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981228,4.377616e-9,0.00085419795,0.00030438535,0.00030495593,0.00041361776],"domain_scores_gemma":[0.9989391,0.00011017304,0.00024872558,0.000058927857,0.00059070677,0.000052358097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029366248,0.000284677,0.0004421543,0.0001444731,0.00005570737,0.000028607694,0.0005751098,0.00021947085,8.6190647e-7],"category_scores_gemma":[0.00013502836,0.00025407993,0.00036346584,0.00029355398,0.00010897563,0.0002219433,0.000108100365,0.00023696334,2.4191039e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040130377,0.00008108778,0.000020271355,0.0004892292,0.00012185086,3.105252e-8,0.00018387265,0.0027869507,0.8593923,0.13587084,0.00015390343,0.0008595423],"study_design_scores_gemma":[0.0009899588,0.00005599056,0.00010761523,0.00025377993,0.000045234072,0.0000037284365,0.00074271124,0.26983416,0.7223317,0.0036892362,0.0016636206,0.00028224487],"about_ca_topic_score_codex":0.0000048142074,"about_ca_topic_score_gemma":0.0000022645095,"teacher_disagreement_score":0.65515995,"about_ca_system_score_codex":0.00022118486,"about_ca_system_score_gemma":0.000034424804,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W2011451128","doi":"10.1088/0960-1317/18/4/045012","title":"The effects of non-uniform nanoscale deflections on capacitance in RF MEMS parallel-plate variable capacitors","year":2008,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Capacitance; Capacitor; Microelectromechanical systems; Materials science; Capacitive sensing; Variable capacitor; Residual stress; Finite element method; Stress (linguistics); Voltage; Structural engineering; Electrical engineering; Physics; Optoelectronics; Composite material; Engineering; Electrode","score_opus":0.004525380645221104,"score_gpt":0.1822796229134716,"score_spread":0.1777542422682505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011451128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598451,0.002958237,0.036062267,0.000014795234,0.00091314147,0.000111386296,0.0000031432032,0.00003824486,0.000053642525],"genre_scores_gemma":[0.97281235,0.01442439,0.012618045,0.000006989523,0.000047499332,0.0000066869156,2.8279973e-7,0.00003370094,0.000050068364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917,0.0000021407204,0.00037505577,0.000087070126,0.00009261307,0.0002731158],"domain_scores_gemma":[0.99952906,0.00013058819,0.000104727165,0.00013881447,0.000047507467,0.000049289494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013090651,0.00016658798,0.00028444824,0.00020830476,0.000098845085,0.000011541249,0.00015942713,0.000102661965,6.46061e-7],"category_scores_gemma":[0.000053709213,0.00013049696,0.000063591164,0.00025721017,0.000035570607,0.000117902906,0.000017217066,0.0004154954,5.3245947e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001157949,0.000016722983,0.0000057431666,0.00009738628,0.00003745386,0.000026760832,0.0001690204,0.015486631,0.98295647,0.00024292013,0.00013844478,0.00081089657],"study_design_scores_gemma":[0.0006400079,0.00024784787,0.00010481767,0.00042429587,0.000013888589,0.00038486646,0.00013542366,0.0024974127,0.9924433,0.0007203043,0.0022143095,0.00017349017],"about_ca_topic_score_codex":0.0000062682802,"about_ca_topic_score_gemma":0.00000941837,"teacher_disagreement_score":0.023444222,"about_ca_system_score_codex":0.00008446665,"about_ca_system_score_gemma":0.00001571522,"threshold_uncertainty_score":0.5321512},"labels":[],"label_agreement":null},{"id":"W2011486145","doi":"10.1109/iecon.2012.6389261","title":"A MEMS Analog demodulator","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Demodulation; Baseband; SIGNAL (programming language); Microelectromechanical systems; Radio frequency; Displacement (psychology); Electronic engineering; Frequency modulation; Acoustics; Electrical engineering; Engineering; Computer science; Materials science; Physics; Optoelectronics; CMOS","score_opus":0.009610103700151645,"score_gpt":0.20995799450850572,"score_spread":0.20034789080835408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011486145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478629,0.00096899463,0.014025349,0.00002824742,0.00036510467,0.000043669508,8.043593e-7,0.0019365429,0.034768376],"genre_scores_gemma":[0.992062,0.00006169334,0.007481815,0.000021202966,0.00005621125,0.0000058531527,4.7499526e-7,0.000010318723,0.0003004797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970937,2.5446997e-7,0.000047834117,0.00003429151,0.000031255575,0.00017698623],"domain_scores_gemma":[0.99984306,0.00000827771,0.0000033736208,0.00010742931,0.000003635894,0.00003421128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002229698,0.000050986288,0.000053170523,0.000028117547,0.000013390324,0.000002876627,0.000046009853,0.00004209215,0.000073818745],"category_scores_gemma":[0.0000091990005,0.000041070612,0.000016100275,0.0000665646,0.000010932159,0.00011700509,0.000013429251,0.000051290543,0.000094741095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015831066,0.00003571556,0.0038537248,0.000030853585,0.00004835621,0.0000021974397,0.000118438096,0.0010888688,0.8400806,0.024626423,0.018664027,0.111449204],"study_design_scores_gemma":[0.00016751928,0.000017484332,0.014500742,0.000007559301,0.000007525855,0.0000113259,0.00014713447,0.0008901124,0.73561364,0.0032116266,0.24510607,0.00031925607],"about_ca_topic_score_codex":0.0000019491215,"about_ca_topic_score_gemma":0.000002671589,"teacher_disagreement_score":0.22644204,"about_ca_system_score_codex":0.0000129845785,"about_ca_system_score_gemma":7.0386216e-7,"threshold_uncertainty_score":0.1674811},"labels":[],"label_agreement":null},{"id":"W2011541785","doi":"10.1115/detc2002/mech-34293","title":"Mechanical Design and Modeling of a New MEMS Vertical Actuator","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Deflection (physics); Microelectromechanical systems; Capacitor; Thermal; Mechanical engineering; Thermal resistance; Materials science; Engineering; Heat transfer; Electrical engineering; Voltage; Mechanics; Optoelectronics; Physics; Optics","score_opus":0.054383475105209,"score_gpt":0.23827117760017996,"score_spread":0.18388770249497097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011541785","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19738613,0.0003274473,0.8013777,0.000051578805,0.000026842785,0.000051558993,1.3734024e-7,0.0003367145,0.0004418757],"genre_scores_gemma":[0.89060664,0.00033070036,0.10897565,0.000009126246,0.000010164272,0.0000022330764,4.9732286e-8,0.000009817777,0.000055602904],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966836,7.726958e-7,0.00009679949,0.00007268337,0.000049914684,0.00011149576],"domain_scores_gemma":[0.99982464,0.00002777629,0.000002791741,0.00009346379,0.000006079466,0.000045264973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023682705,0.00006252234,0.000102007296,0.00002622418,0.000009744782,0.000003932537,0.00004793857,0.00006783664,0.00006601719],"category_scores_gemma":[0.00003368353,0.000051456067,0.000015301946,0.00004832484,0.000012165421,0.000057174217,0.000020990363,0.000069290385,0.000005749491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011061251,0.000027189146,0.0000010509436,0.000033190005,0.000040830964,0.0000054157545,0.0001495388,0.10659861,0.80745506,0.0072874255,0.0018904331,0.07650017],"study_design_scores_gemma":[0.00012677367,0.000028043485,5.293177e-7,0.0000069021853,0.0000044441213,0.00000277455,0.00002704021,0.8134406,0.18160172,0.0045448784,0.0001575391,0.000058713864],"about_ca_topic_score_codex":0.000003798065,"about_ca_topic_score_gemma":0.000001004954,"teacher_disagreement_score":0.70684206,"about_ca_system_score_codex":0.00000776557,"about_ca_system_score_gemma":0.0000016581531,"threshold_uncertainty_score":0.20983176},"labels":[],"label_agreement":null},{"id":"W2011679153","doi":"10.1002/pssa.201228678","title":"High‐power MEMS switch enabled by carbon‐nanotube contact and shape‐memory‐alloy actuator","year":2013,"lang":"en","type":"article","venue":"physica status solidi (a)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Universiti Teknologi Malaysia; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; CMC Microsystems","keywords":"Materials science; Microelectromechanical systems; SMA*; Actuator; Contact resistance; Shape-memory alloy; Carbon nanotube; Cantilever; Electrical contacts; Optoelectronics; Electrode; Nanotechnology; Electrical engineering; Composite material; Computer science; Engineering","score_opus":0.00503998110072108,"score_gpt":0.20007101847075237,"score_spread":0.1950310373700313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011679153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994916,0.0007637462,0.000046074354,0.00015934113,0.00027751955,0.00039097565,0.00003656511,0.0010487288,0.002361004],"genre_scores_gemma":[0.9977825,0.00080034265,0.00069347717,0.00007018701,0.00007803277,0.00017582123,0.000015530191,0.000091849586,0.00029224902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842703,0.000005197072,0.00023178928,0.0003633168,0.00019434352,0.00077832956],"domain_scores_gemma":[0.99918723,0.0000904562,0.000057235095,0.00042339653,0.00005727143,0.0001844353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000031620522,0.0003674055,0.00044218855,0.00006444423,0.000087438784,0.00007682253,0.00018870014,0.00014012631,0.00010518934],"category_scores_gemma":[0.00003146681,0.0003332104,0.00006438459,0.00016818172,0.000074291755,0.00037824706,0.000097793345,0.00031563416,0.00006870673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070179126,0.000043312306,0.00003074445,0.000036434754,0.00007213215,0.0000041428416,0.00026249114,0.000075326134,0.9857214,0.00035295912,0.0073701623,0.006023846],"study_design_scores_gemma":[0.0018969226,0.0002812038,0.002597438,0.000084707,0.000058061032,0.000005312206,0.000842241,0.0052578375,0.95013064,0.0041150795,0.03343038,0.0013001842],"about_ca_topic_score_codex":0.00037740567,"about_ca_topic_score_gemma":0.000014402204,"teacher_disagreement_score":0.035590798,"about_ca_system_score_codex":0.000086995686,"about_ca_system_score_gemma":0.00001816133,"threshold_uncertainty_score":0.99991196},"labels":[],"label_agreement":null},{"id":"W2012374662","doi":"10.1115/imece2007-42201","title":"A Subharmonic Resonance-Based MEMS Filter","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Galerkin method; Control theory (sociology); Filter (signal processing); Stopband; Discretization; Band-pass filter; Elliptic filter; Nonlinear system; Resonator; Coupling (piping); Butterworth filter; Physics; Prototype filter; Band-stop filter; Mathematics; Low-pass filter; Mathematical analysis; Computer science; Engineering; Optics","score_opus":0.013227989879856933,"score_gpt":0.22409938196991952,"score_spread":0.2108713920900626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012374662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833371,0.0022899255,0.10970858,0.0001591887,0.0003573544,0.00015865607,0.0000033846047,0.0042141043,0.049737826],"genre_scores_gemma":[0.98621726,0.000082367325,0.012760982,0.00010087413,0.00003579243,0.000007914502,0.000001767431,0.000021219274,0.0007718057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994977,3.6901906e-7,0.00010266904,0.00009079817,0.00006444543,0.00024398859],"domain_scores_gemma":[0.99973524,0.000035124165,0.0000068599666,0.00018251718,0.000010662078,0.000029577806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007259997,0.00008485204,0.00007717728,0.00006267464,0.000021319129,0.0000064050982,0.00009161188,0.00007011231,0.00011386187],"category_scores_gemma":[0.00001269385,0.000071780465,0.000030251327,0.00013519167,0.000025524447,0.000052431198,0.000011963705,0.00010979351,0.000060851642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002276919,0.000027681632,0.00025452406,0.00004059521,0.000014562932,0.00006101239,0.000038878505,0.0017417698,0.67855436,0.0027357275,0.014315466,0.30219266],"study_design_scores_gemma":[0.00020929662,0.000019306106,0.0016849659,0.000010411447,0.0000017315225,0.0000016540495,0.000028383136,0.00067161827,0.80582607,0.00069697975,0.19071217,0.0001374417],"about_ca_topic_score_codex":0.0000057099105,"about_ca_topic_score_gemma":0.00004601482,"teacher_disagreement_score":0.3020552,"about_ca_system_score_codex":0.000035278812,"about_ca_system_score_gemma":0.000003467198,"threshold_uncertainty_score":0.29271224},"labels":[],"label_agreement":null},{"id":"W2012425451","doi":"10.1115/icmm2005-75233","title":"Mechanical and Microfluidic Interconnects Fabricated in SU-8 Photopolymer","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microfluidics; Materials science; Microchannel; Fluidics; Interconnection; RADIUS; Composite material; Silicon; Interlocking; Cylinder; Optoelectronics; Mechanical engineering; Nanotechnology; Electrical engineering; Computer science; Engineering","score_opus":0.007622199624589018,"score_gpt":0.2116986441488739,"score_spread":0.2040764445242849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012425451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916096,0.0028863025,0.0023951586,0.00022057572,0.000044025302,0.0000677965,7.18254e-7,0.0005993176,0.0021765253],"genre_scores_gemma":[0.99643135,0.0011512295,0.0021183034,0.0000763703,0.0000125223005,0.000009588201,6.341188e-7,0.000012899454,0.00018709547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996037,0.0000012900011,0.00010560101,0.00010586587,0.0000275467,0.00015602203],"domain_scores_gemma":[0.99984866,0.00001946529,0.0000049942946,0.00009767117,0.0000039023957,0.000025299572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026933305,0.00008057328,0.00010032053,0.00007855981,0.000009353226,0.000008527231,0.00006139434,0.00007415301,0.000081119535],"category_scores_gemma":[0.000013123688,0.000071008726,0.000012280978,0.000104350605,0.000021016695,0.00008475415,0.00003598097,0.00011111428,0.000030071744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019253812,0.000007831112,0.000015197462,0.0000051601246,0.0000037982409,0.0000032936332,0.00002414457,0.0000090579,0.970126,0.00088024384,0.000950974,0.027972383],"study_design_scores_gemma":[0.0002173747,0.0000133186795,0.00010201401,0.00001068064,0.0000013657387,0.000008267056,0.00008535662,0.00091228687,0.9807224,0.00048626558,0.017337222,0.000103417355],"about_ca_topic_score_codex":0.00001730323,"about_ca_topic_score_gemma":0.00004493862,"teacher_disagreement_score":0.027868966,"about_ca_system_score_codex":0.000026210442,"about_ca_system_score_gemma":0.0000016939272,"threshold_uncertainty_score":0.28956518},"labels":[],"label_agreement":null},{"id":"W2012492762","doi":"10.3390/s110201819","title":"High-Performance Piezoresistive MEMS Strain Sensor with Low Thermal Sensitivity","year":2011,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Syncrude","keywords":"Piezoresistive effect; Microelectromechanical systems; Finite element method; Materials science; Sensitivity (control systems); Stress (linguistics); Optoelectronics; Electronic engineering; Adhesive; SIGNAL (programming language); Acoustics; Composite material; Structural engineering; Layer (electronics); Computer science; Engineering","score_opus":0.009110727012273433,"score_gpt":0.17976642986713626,"score_spread":0.1706557028548628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012492762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949295,0.00002406032,0.00047446674,0.000017188624,0.00014066053,0.00014248492,0.00003182696,0.001081466,0.00315836],"genre_scores_gemma":[0.98989385,0.000052619813,0.009721536,0.000016885055,0.00005518246,0.000008428816,0.000003935704,0.000048961614,0.00019862058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991658,0.0000069808684,0.00013005087,0.00020608681,0.00012445913,0.00036662258],"domain_scores_gemma":[0.9995493,0.0000360272,0.00003350476,0.00028789835,0.00003780425,0.00005544746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007270791,0.00022430373,0.00021088068,0.000070624716,0.00006846026,0.000008367641,0.00007515893,0.000110612724,0.000028600885],"category_scores_gemma":[0.000014467875,0.0001773223,0.000029149505,0.0001509343,0.00015198898,0.0001216813,0.000022216549,0.00024637682,0.00005675106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019575025,0.000076487835,0.0012978837,0.00015569838,0.00019825522,0.0005116567,0.0012956981,0.093328275,0.86193913,0.00048111624,0.00011032467,0.0404097],"study_design_scores_gemma":[0.00037720776,0.00013713476,0.06966785,0.00006502398,0.000018590128,0.00003644403,0.0004894702,0.0027579733,0.92573756,0.00007741986,0.00020387887,0.0004314648],"about_ca_topic_score_codex":0.000036217574,"about_ca_topic_score_gemma":0.000057946385,"teacher_disagreement_score":0.0905703,"about_ca_system_score_codex":0.000036079706,"about_ca_system_score_gemma":0.000007759631,"threshold_uncertainty_score":0.7230994},"labels":[],"label_agreement":null},{"id":"W2014033038","doi":"10.1115/imece2008-68965","title":"Nonlinear Feedback Control and Dynamics of an Electrostatically Actuated Microbeam Filter","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microbeam; Nonlinear system; Control theory (sociology); Filter (signal processing); Physics; Computer science; Optics; Control (management)","score_opus":0.005027260016330745,"score_gpt":0.18728373611750654,"score_spread":0.1822564761011758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014033038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893116,0.008525118,0.0007333538,0.00014519395,0.0001106595,0.00042994344,0.00013656692,0.0005809748,0.000026603471],"genre_scores_gemma":[0.99166113,0.0054091066,0.0025018202,0.00002458763,0.000026928083,0.00003053793,0.000025692967,0.000046993715,0.0002732007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984496,0.000013671045,0.00047033923,0.00046499248,0.00008872793,0.00051262794],"domain_scores_gemma":[0.9993495,0.000049290007,0.00012024809,0.00031207904,0.000051428775,0.00011749108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011454478,0.00039318274,0.000678793,0.0004163309,0.00025041538,0.00005052137,0.000142487,0.00049017684,0.0000032000785],"category_scores_gemma":[0.000022805787,0.00033861672,0.000034629553,0.00015279502,0.00063188333,0.00019944948,0.00010371584,0.0002993906,0.0000019151196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007678037,0.0000669629,0.0022258929,0.0005131723,0.00014883472,0.000046837664,0.00017522064,0.00003114269,0.9830053,0.00014492075,0.00029102765,0.013273951],"study_design_scores_gemma":[0.0035541772,0.0009745331,0.0033327467,0.00043229412,0.00012145453,0.0022329316,0.0004997639,0.0049997857,0.96239096,0.0005689305,0.019837989,0.001054446],"about_ca_topic_score_codex":0.000062796935,"about_ca_topic_score_gemma":0.00006303809,"teacher_disagreement_score":0.02061431,"about_ca_system_score_codex":0.00002941723,"about_ca_system_score_gemma":0.00001718238,"threshold_uncertainty_score":0.9999066},"labels":[],"label_agreement":null},{"id":"W2014516823","doi":"10.1016/j.sna.2009.04.027","title":"Design of MEMS vertical–horizontal chevron thermal actuators","year":2009,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Chevron (anatomy); Microactuator; Actuator; Microelectromechanical systems; Surface micromachining; Mechanical engineering; Thermal; Horizontal and vertical; Materials science; Engineering; Geology; Electrical engineering; Optoelectronics; Physics","score_opus":0.008285055551141436,"score_gpt":0.21638071198270178,"score_spread":0.20809565643156036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014516823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928448,0.000071682916,0.006253211,0.000055423163,0.000061240426,0.00013294784,0.000003163084,0.00032273386,0.00025479827],"genre_scores_gemma":[0.9981702,0.00008536371,0.0015833728,0.000021043248,0.00010175487,0.0000040136915,0.0000014372148,0.000023893323,0.000008939988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920017,0.0000057954508,0.0001622903,0.00018823557,0.00014539502,0.000298119],"domain_scores_gemma":[0.99961084,0.00007466744,0.000020508824,0.00019058886,0.000016582788,0.00008683238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004035524,0.00021488882,0.00031275407,0.000055923327,0.000045539393,0.000013230547,0.000102256636,0.00010453575,0.0000068531263],"category_scores_gemma":[0.000025286863,0.00017295625,0.00006992217,0.0001328316,0.000116876254,0.00013318472,0.00002166811,0.00020667305,0.00000640037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003497571,0.00009124417,0.0000067662654,0.000014478275,0.00003170604,0.000008489328,0.0004673912,0.00091118686,0.84447366,0.0014963432,0.00012500783,0.15233877],"study_design_scores_gemma":[0.00051023485,0.0005585459,0.0014058377,0.000036152942,0.00004040885,0.0000071236846,0.00021115063,0.018080574,0.9717511,0.006523623,0.00045679617,0.00041848284],"about_ca_topic_score_codex":0.0000034313155,"about_ca_topic_score_gemma":2.1710729e-7,"teacher_disagreement_score":0.15192029,"about_ca_system_score_codex":0.000024367253,"about_ca_system_score_gemma":0.000007946298,"threshold_uncertainty_score":0.7052951},"labels":[],"label_agreement":null},{"id":"W2015234393","doi":"10.1115/imece2012-89459","title":"Design Principles of the Thermal MEMS Gyroscope","year":2012,"lang":"en","type":"article","venue":"Volume 9: Micro- and Nano-Systems Engineering and Packaging, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Microelectromechanical systems; Deflection (physics); Vibrating structure gyroscope; Thermal; Rotation (mathematics); Physics; Sensitivity (control systems); Mechanics; Optics; Engineering; Optoelectronics; Electronic engineering; Computer science; Meteorology; Quantum mechanics","score_opus":0.014215786545685873,"score_gpt":0.18825652142409463,"score_spread":0.17404073487840876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015234393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648132,0.031000672,0.0029231543,0.000021786798,0.0005851355,0.00024465402,0.000011909832,0.00024048184,0.00015902519],"genre_scores_gemma":[0.996934,0.0012610741,0.0011125263,0.000005956214,0.00009451559,0.00002767003,0.0000012817496,0.000037253765,0.0005257117],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911404,0.000010090287,0.00024286704,0.00016360953,0.00008651348,0.0003828728],"domain_scores_gemma":[0.999569,0.000049413677,0.000053928485,0.0002121395,0.000017835617,0.00009768337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022360061,0.00023963171,0.0002925037,0.000075745884,0.0001088895,0.00004884308,0.00009220333,0.00012399546,0.0000026492464],"category_scores_gemma":[0.000018785908,0.00017114532,0.000033233675,0.000111014284,0.000091773516,0.00015743106,0.00007657517,0.00015779266,0.0000012677917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065334775,0.000018111461,0.019667823,0.00061512453,0.000078875695,0.0000015460193,0.0010544576,0.0065842886,0.9681577,0.00041521675,0.00037921383,0.003021109],"study_design_scores_gemma":[0.0012761481,0.0001658698,0.046114694,0.0011698918,0.0001503674,0.000309992,0.0006248823,0.02185005,0.5091488,0.000020725673,0.4178181,0.0013504864],"about_ca_topic_score_codex":0.000027036513,"about_ca_topic_score_gemma":0.0000011904821,"teacher_disagreement_score":0.4590089,"about_ca_system_score_codex":0.000013065752,"about_ca_system_score_gemma":0.0000070677006,"threshold_uncertainty_score":0.69791037},"labels":[],"label_agreement":null},{"id":"W2015638609","doi":"10.1177/1077546309106520","title":"Nonlinear Analysis of MEMS Electrostatic Microactuators: Primary and Secondary Resonances of the First Mode*","year":2010,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microactuator; Nonlinear system; Microbeam; Cantilever; Control theory (sociology); Excitation; Physics; Multiple-scale analysis; Actuator; Classical mechanics; Engineering; Structural engineering; Computer science","score_opus":0.0023713899572230515,"score_gpt":0.19461836903728527,"score_spread":0.19224697908006222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015638609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332154,0.0012181839,0.0050201057,0.00026406968,0.000054865344,0.000048542763,0.000015237862,0.000007461718,0.000049990296],"genre_scores_gemma":[0.9975642,0.00043522418,0.0019074664,0.00006124874,0.000020784546,8.789379e-7,5.257624e-7,0.0000040998416,0.0000056038307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995725,0.0000030606336,0.00025540555,0.000038011876,0.00007690533,0.000054085038],"domain_scores_gemma":[0.99962276,0.000058577058,0.00017783132,0.000072253824,0.000052277985,0.00001627744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083399245,0.00005477682,0.00022561244,0.00010791223,0.000026315167,0.00000888773,0.000059798997,0.0000451108,0.000005942166],"category_scores_gemma":[0.000027645854,0.00003534647,0.000058621106,0.00014206483,0.0000603596,0.00013556791,0.000007454802,0.00017005927,2.1740465e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029489773,0.000012792838,0.00068289315,0.00003526942,0.00021085129,4.006257e-7,0.000117992735,0.00045497186,0.9898895,0.000085160464,0.000037646132,0.008443053],"study_design_scores_gemma":[0.002053793,0.00027878632,0.07362755,0.00006431242,0.00064732175,0.000025736912,0.00021797666,0.051919747,0.86527896,0.001120223,0.004600346,0.00016525354],"about_ca_topic_score_codex":0.0000020409673,"about_ca_topic_score_gemma":0.00006958181,"teacher_disagreement_score":0.12461052,"about_ca_system_score_codex":0.000004929338,"about_ca_system_score_gemma":0.000018337207,"threshold_uncertainty_score":0.14413874},"labels":[],"label_agreement":null},{"id":"W2015984625","doi":"10.1016/j.sna.2006.05.027","title":"Thermal buckling of eccentric microfabricated nickel beams as temperature regulated nonlinear actuators for flow control","year":2006,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Division of Chemistry; Division of Materials Research; Materials Research Science and Engineering Center, Harvard University; Office of Science; National Science Foundation","keywords":"Actuator; Flow control (data); Materials science; Nonlinear system; Buckling; Thermal; Eccentric; Nickel; Flow (mathematics); Temperature control; Composite material; Mechanical engineering; Mechanics; Engineering; Physics; Metallurgy; Electrical engineering; Thermodynamics; Telecommunications","score_opus":0.002749842802019943,"score_gpt":0.1973779806138054,"score_spread":0.19462813781178545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015984625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743235,0.00022560185,0.0012842182,0.000078158024,0.000105108345,0.00036131134,0.0000997749,0.00036675978,0.000046698147],"genre_scores_gemma":[0.9955432,0.00004900735,0.0039513316,0.000020793821,0.00025130564,0.000016619084,0.000040926803,0.00006294789,0.00006388285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989092,0.0000070624023,0.00027256506,0.00028149554,0.00013355623,0.0003961395],"domain_scores_gemma":[0.99942535,0.00013415262,0.00007640862,0.00022315339,0.000072294264,0.00006864591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045507313,0.00029770314,0.00046697486,0.00010640812,0.00009318442,0.00002589405,0.00012023105,0.0002057929,0.000003993511],"category_scores_gemma":[0.000041040053,0.00024369125,0.00015305636,0.00028336444,0.0001258291,0.00010663403,0.000024014367,0.00024626122,0.000003905218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009973349,0.00014500368,0.00005101981,0.00008265811,0.00010772096,0.0000072044113,0.00013621712,0.015850294,0.9607947,0.0003663449,0.000477014,0.021882119],"study_design_scores_gemma":[0.0020667885,0.00018240212,0.00054547813,0.00006359198,0.00010228483,0.000008183066,0.00016192549,0.15076385,0.8416862,0.0015545574,0.002349932,0.0005148101],"about_ca_topic_score_codex":0.00002058006,"about_ca_topic_score_gemma":0.0000011614128,"teacher_disagreement_score":0.13491356,"about_ca_system_score_codex":0.00003144995,"about_ca_system_score_gemma":0.00001591499,"threshold_uncertainty_score":0.9937441},"labels":[],"label_agreement":null},{"id":"W2016437438","doi":"10.1117/12.2036239","title":"Design of active temperature compensated composite free-free beam MEMS resonators in a standard process","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resonator; Materials science; Microelectromechanical systems; Beam (structure); Composite number; Temperature measurement; Process (computing); Electronic engineering; Optoelectronics; Optics; Physics; Computer science; Composite material; Engineering; Thermodynamics","score_opus":0.008579775823533019,"score_gpt":0.22261429695507673,"score_spread":0.2140345211315437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016437438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973718,0.00014158212,0.00019863238,0.000464538,0.00015382805,0.0006742763,0.00009581695,0.00025893888,0.00064060284],"genre_scores_gemma":[0.89396924,0.00017406851,0.105401546,0.000028349144,0.00013044884,0.0001540945,0.000008571459,0.00010418728,0.000029495599],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785984,1.5455461e-8,0.000721844,0.0003468975,0.0006442681,0.00042711652],"domain_scores_gemma":[0.99815035,0.00019919116,0.00027680935,0.00012224076,0.0011665027,0.0000849193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048780194,0.0003855338,0.0006468747,0.00019873954,0.000050427316,0.000047701444,0.0014273584,0.00032767223,0.0000041527874],"category_scores_gemma":[0.0007879117,0.000331648,0.00029073315,0.0005664842,0.00027358788,0.0004946749,0.00020006254,0.000563073,3.4235498e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002308108,0.000073168085,0.00009600242,0.000731368,0.00027439493,1.3388733e-7,0.00032989008,0.0087925885,0.9374994,0.050604653,0.0010735804,0.00029401426],"study_design_scores_gemma":[0.0018694552,0.0003661333,0.0005510769,0.000614241,0.0000647318,0.0000071743684,0.0010633422,0.018276343,0.9681882,0.008117554,0.0004950601,0.00038666755],"about_ca_topic_score_codex":0.000006820618,"about_ca_topic_score_gemma":5.031374e-7,"teacher_disagreement_score":0.10520291,"about_ca_system_score_codex":0.00019674016,"about_ca_system_score_gemma":0.00002456268,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W2016631729","doi":"10.1016/j.mechmachtheory.2004.05.024","title":"Modeling switching response of torsional micromirrors for optical microsystems","year":2004,"lang":"en","type":"article","venue":"Mechanism and Machine Theory","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"CMC Microsystems","keywords":"Microsystem; Settling time; Parametric statistics; Voltage; Electrode; Materials science; Optics; Engineering; Physics; Electrical engineering; Step response; Control engineering; Nanotechnology; Mathematics","score_opus":0.010545965337574494,"score_gpt":0.2238698390908673,"score_spread":0.21332387375329281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016631729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58055997,0.00046234808,0.41857857,0.00002057363,0.00010148607,0.00010788928,0.000016037022,0.0001366896,0.000016412449],"genre_scores_gemma":[0.9544977,0.00006204198,0.045335773,0.00001475051,0.000018258297,0.000018597746,0.0000031925488,0.000028155964,0.000021537935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994442,0.0000064099354,0.00018291993,0.00013455929,0.000055699682,0.00017622017],"domain_scores_gemma":[0.9996982,0.0000936374,0.000018787792,0.00013388699,0.000017308532,0.00003816325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046220355,0.00012874654,0.00018836644,0.000083582214,0.000065224354,0.0000073210203,0.00009297957,0.00008828611,0.0000022617294],"category_scores_gemma":[0.00005839122,0.000111552625,0.000049617494,0.00004083594,0.000021098924,0.00006372902,0.00004584806,0.00010491664,9.29562e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020996231,0.00000943623,1.17072744e-7,0.000061260565,0.000012123041,0.0000015100303,0.00012437339,0.0052136984,0.7948198,0.19847205,7.8086924e-7,0.001074926],"study_design_scores_gemma":[0.0006269065,0.00008763055,0.0000027396222,0.00006498119,0.000012643889,0.000020260994,0.00022519301,0.010538863,0.6166979,0.3715522,0.00004141339,0.00012924112],"about_ca_topic_score_codex":0.0000086615,"about_ca_topic_score_gemma":0.0000043189466,"teacher_disagreement_score":0.3739377,"about_ca_system_score_codex":0.000025893396,"about_ca_system_score_gemma":0.000010469922,"threshold_uncertainty_score":0.4548984},"labels":[],"label_agreement":null},{"id":"W2017188542","doi":"10.1109/omems.2012.6318822","title":"High fill factor MEMS mirror array","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microelectromechanical systems; Fabrication; Profilometer; Optics; Materials science; Optoelectronics; Computer science; Physics","score_opus":0.016502295663403464,"score_gpt":0.22550264834497208,"score_spread":0.2090003526815686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017188542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97880805,0.00041802062,0.0071571483,0.000069344336,0.00079863914,0.00007478192,0.000008980409,0.0022513724,0.010413668],"genre_scores_gemma":[0.9749408,0.000078715326,0.023647655,0.00002545488,0.000048205093,0.000011526349,0.000001910854,0.000019569732,0.0012261685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995593,4.9482077e-7,0.00007547305,0.000058169957,0.000051339786,0.00025525512],"domain_scores_gemma":[0.99976194,0.000016498083,0.000007436861,0.00016033772,0.0000065972786,0.00004722051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015617867,0.0000916548,0.000091079855,0.000033375483,0.000019752242,0.000005414687,0.00007771699,0.000072317685,0.00047348425],"category_scores_gemma":[0.00001274135,0.000071304334,0.00002551808,0.00006157994,0.00001597234,0.00017448653,0.000013041799,0.00008975533,0.00022593877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.285334e-7,0.000011737474,0.00022186327,0.000012874219,0.000014529099,5.112176e-7,0.000068775924,0.000024541063,0.986832,0.0019828333,0.002431732,0.008397747],"study_design_scores_gemma":[0.000072854324,0.00000823792,0.0034128684,0.0000033419567,0.0000019766517,0.0000015423184,0.00006637482,0.000005505643,0.8735249,0.00037024214,0.12239904,0.00013312191],"about_ca_topic_score_codex":0.000017382145,"about_ca_topic_score_gemma":0.000010060592,"teacher_disagreement_score":0.11996731,"about_ca_system_score_codex":0.000021216405,"about_ca_system_score_gemma":0.0000010776307,"threshold_uncertainty_score":0.5184321},"labels":[],"label_agreement":null},{"id":"W2017347554","doi":"10.1109/icecs.2014.7050012","title":"Resonant-based test method for MEMS devices","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Microelectromechanical systems; Capacitive sensing; Capacitance; Electronic engineering; Amplitude; Electronic circuit; Inductor; Parasitic capacitance; Materials science; Computer science; Engineering; Electrical engineering; Optoelectronics; Physics; Voltage","score_opus":0.012601242938450313,"score_gpt":0.2685736048849249,"score_spread":0.25597236194647455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017347554","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054041985,0.0001357401,0.9873711,0.00020396554,0.00009913505,0.0001201931,0.000004758005,0.0014683367,0.0051925755],"genre_scores_gemma":[0.21919072,0.000012502918,0.7800827,0.00015389189,0.000053718108,0.00007152163,0.0000031411512,0.000028355103,0.00040341765],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996023,0.0000010831196,0.00008911854,0.000102016835,0.00004128626,0.00016419392],"domain_scores_gemma":[0.99936205,0.00042170647,0.00001098069,0.00016525929,0.000017582326,0.00002242888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010849068,0.00008424147,0.00010686848,0.000042087348,0.000032740874,0.000010045227,0.00010244303,0.00006459482,0.000015339227],"category_scores_gemma":[0.00016053327,0.00006644002,0.000033172128,0.00006755845,0.000012384212,0.00004551672,0.00001001717,0.00005141812,0.000011062444],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005069384,0.0000203659,0.00016494728,0.00014308906,0.000013099508,5.4574406e-7,0.000012650248,0.004757906,0.46780956,0.0076440824,0.006357488,0.5130712],"study_design_scores_gemma":[0.00021499934,0.00005363386,0.00015784382,0.000011301288,0.0000049352693,4.749178e-7,0.000024422203,0.12710597,0.49584654,0.0023499774,0.37410524,0.00012466672],"about_ca_topic_score_codex":0.00000644928,"about_ca_topic_score_gemma":0.000063532134,"teacher_disagreement_score":0.51294655,"about_ca_system_score_codex":0.000011162102,"about_ca_system_score_gemma":0.0000029474904,"threshold_uncertainty_score":0.27093455},"labels":[],"label_agreement":null},{"id":"W2018394576","doi":"10.1109/oceans.2014.7003041","title":"Design of cost-effective reliable MEMS gyroscopes for underwater/under-ice applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gyroscope; Microelectromechanical systems; Inertial measurement unit; Capacitive sensing; Vibrating structure gyroscope; Fabrication; Rotation (mathematics); Tuning fork; Underwater; Accelerometer; Computer science; Inertial navigation system; Inertial frame of reference; Materials science; Acoustics; Engineering; Aerospace engineering; Physics; Optoelectronics; Artificial intelligence; Vibration","score_opus":0.019670948450132043,"score_gpt":0.2599147406720131,"score_spread":0.24024379222188105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018394576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016486846,0.00011296216,0.9932607,0.000041283067,0.000049544804,0.0018452405,0.000003767565,0.0006181303,0.002419717],"genre_scores_gemma":[0.71044433,0.0002138829,0.28320953,0.000048691443,0.000040837447,0.0052669635,0.000007177093,0.000050434915,0.0007181264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995237,0.0000022553859,0.00012844254,0.00012838797,0.000045614455,0.00017162887],"domain_scores_gemma":[0.9994441,0.00024677612,0.000024719518,0.00021825575,0.000042831103,0.000023302508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097180055,0.00010051454,0.0001592192,0.000051691128,0.000047055226,0.000008201731,0.00012090289,0.00008060936,0.000007748283],"category_scores_gemma":[0.00001911435,0.00008583679,0.000027673826,0.00010592003,0.00004141153,0.00008212816,0.000019573881,0.00005934973,0.000011509649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010014699,0.000019971572,0.000004814101,0.00011664586,0.000034670706,3.2611634e-8,0.000025058947,0.20356724,0.73673975,0.014798811,0.0011284577,0.043554552],"study_design_scores_gemma":[0.00026591655,0.00009362643,0.000024241648,0.000014124884,0.000012497436,5.218345e-7,0.00007422889,0.012598927,0.9166031,0.02999714,0.040189438,0.00012625603],"about_ca_topic_score_codex":0.000008477672,"about_ca_topic_score_gemma":0.0000072401276,"teacher_disagreement_score":0.7100511,"about_ca_system_score_codex":0.000034222125,"about_ca_system_score_gemma":0.0000044425915,"threshold_uncertainty_score":0.3500323},"labels":[],"label_agreement":null},{"id":"W2018602190","doi":"10.1049/el.2011.2230","title":"Non-lithographically microfabricated capacitive pressure sensor for biomedical applications","year":2011,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Parylene; Capacitive sensing; Fabrication; Pressure sensor; Photolithography; Surface micromachining; Optoelectronics; Biocompatibility; Machining; Microelectromechanical systems; Microfabrication; Nanotechnology; Electrical engineering; Mechanical engineering; Composite material; Polymer; Metallurgy; Engineering","score_opus":0.008290829637128377,"score_gpt":0.20295259447655817,"score_spread":0.1946617648394298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018602190","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22880468,0.0015628288,0.7645154,0.001234624,0.00014275267,0.0012842296,0.0000804303,0.0017073601,0.00066771393],"genre_scores_gemma":[0.9286683,0.0004990304,0.0685791,0.0006037428,0.00013006995,0.0012611317,0.00006774693,0.000099320954,0.00009156003],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991038,0.0000022240679,0.00015477843,0.00021189748,0.00007344846,0.0004538469],"domain_scores_gemma":[0.9996145,0.000031874093,0.000029031247,0.00023807904,0.00003124042,0.00005526847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005135718,0.00015160299,0.0001487237,0.00011958243,0.00007027323,0.0000074909426,0.00019930287,0.00013195165,0.000008156407],"category_scores_gemma":[0.000009278564,0.00014818684,0.0000743109,0.000282655,0.00016714557,0.000054325672,0.000016196587,0.0002743816,0.00000865763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012471076,0.000032731677,0.000012018137,0.000041708885,0.00012961523,0.0000018090954,0.00015297145,0.00004133899,0.9896647,0.0016019661,0.004326493,0.003982227],"study_design_scores_gemma":[0.0005244486,0.00013384185,0.00024893967,0.000014220139,0.00007760924,0.00001293092,0.00008077063,0.0007918111,0.4579032,0.0026371721,0.53715193,0.00042310925],"about_ca_topic_score_codex":0.000003511894,"about_ca_topic_score_gemma":0.000003090341,"teacher_disagreement_score":0.6998636,"about_ca_system_score_codex":0.000035232355,"about_ca_system_score_gemma":0.000012042256,"threshold_uncertainty_score":0.6042884},"labels":[],"label_agreement":null},{"id":"W2018854595","doi":"10.1088/0960-1317/14/7/002","title":"Design and modeling of a MEMS bidirectional vertical thermal actuator","year":2004,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Thermal; Mechanical engineering; Materials science; Engineering; Electrical engineering; Optoelectronics; Physics","score_opus":0.012396658236484344,"score_gpt":0.20148953764776312,"score_spread":0.18909287941127878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018854595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386416,0.0026452788,0.35851943,0.000017551312,0.00011033607,0.00003236888,8.7996966e-7,0.000030358071,0.0000021912676],"genre_scores_gemma":[0.9364571,0.0022887685,0.061193798,0.0000044739704,0.000031307125,9.811724e-7,1.4125183e-7,0.000022342228,0.0000010697967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944407,0.000001523227,0.0002632801,0.000069555186,0.00007068701,0.00015089096],"domain_scores_gemma":[0.9997872,0.000022549268,0.000031701904,0.000056718625,0.00004579496,0.000056001983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012674721,0.0001182135,0.00021589274,0.00014825647,0.000023906445,0.000012519565,0.00006729732,0.00007599871,0.000001521873],"category_scores_gemma":[0.000017618677,0.00010600894,0.000040346313,0.000076709526,0.000015533204,0.00011776694,0.000028672577,0.00019820205,1.8810474e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000103532,0.000008000161,3.335184e-7,0.000034763998,0.00003660042,0.000007008088,0.00007578528,0.18476874,0.8129657,0.00014201549,0.0000024099518,0.001948309],"study_design_scores_gemma":[0.00061813655,0.00012432762,0.000008133388,0.00016531897,0.000027734992,0.0003913083,0.00008249956,0.08148774,0.91572946,0.0011375863,0.000092975155,0.00013477218],"about_ca_topic_score_codex":0.0000013286916,"about_ca_topic_score_gemma":2.4399e-7,"teacher_disagreement_score":0.2978155,"about_ca_system_score_codex":0.000038164602,"about_ca_system_score_gemma":0.00001528716,"threshold_uncertainty_score":0.43229192},"labels":[],"label_agreement":null},{"id":"W2019407618","doi":"10.1088/0960-1317/20/1/015015","title":"Optimization of geometric characteristics to improve sensing performance of MEMS piezoresistive strain sensors","year":2009,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Syncrude","keywords":"Gauge factor; Piezoresistive effect; Sensitivity (control systems); Finite element method; Microelectromechanical systems; Strain gauge; Materials science; Microfabrication; Stress (linguistics); Silicon; Multiphysics; Electronic engineering; Optoelectronics; Mechanical engineering; Structural engineering; Engineering; Composite material; Fabrication","score_opus":0.004308554280409761,"score_gpt":0.18491991484854498,"score_spread":0.1806113605681352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019407618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84599215,0.0005523364,0.15311989,0.000013622834,0.0001912283,0.00007307485,0.000025264466,0.000027420203,0.0000050365484],"genre_scores_gemma":[0.94047326,0.0019910957,0.05746811,0.0000057639604,0.00003527003,1.8284759e-7,0.0000012973561,0.000019850544,0.0000051789707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911976,0.0000018310066,0.0005071144,0.00008533342,0.000099687786,0.0001862988],"domain_scores_gemma":[0.99943405,0.000026397169,0.0002098702,0.00010436317,0.000164659,0.000060649472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015814252,0.00015144912,0.00037763885,0.00053523603,0.000019422747,0.0000101028,0.000096837444,0.00008193269,0.000001461467],"category_scores_gemma":[0.00006442805,0.00014858288,0.00005732789,0.00036862376,0.000011569409,0.00010888223,0.000023213763,0.0001859333,1.3802709e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016364998,0.000007877697,0.000002043942,0.00010660747,0.00002624299,0.000004564338,0.00008845625,0.10793435,0.8557527,0.00001393767,0.0000069007187,0.03603993],"study_design_scores_gemma":[0.00029140944,0.00046410566,0.0004023396,0.0003032099,0.000032651482,0.00008593341,0.00012133641,0.053607777,0.94440883,0.000022980868,0.00009500914,0.00016442909],"about_ca_topic_score_codex":5.540263e-7,"about_ca_topic_score_gemma":1.0028915e-7,"teacher_disagreement_score":0.09565178,"about_ca_system_score_codex":0.00004514936,"about_ca_system_score_gemma":0.000010364593,"threshold_uncertainty_score":0.60590345},"labels":[],"label_agreement":null},{"id":"W2019433114","doi":"10.1016/j.proeng.2011.12.014","title":"A novel dynamic pull-in MEMS gyroscope","year":2011,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gyroscope; Accelerometer; Acceleration; Microelectromechanical systems; Voltage; Physics; Vibrating structure gyroscope; Equivalent circuit; Nonlinear system; Materials science; Acoustics; Optoelectronics; Classical mechanics","score_opus":0.012059541660379662,"score_gpt":0.19192554846070298,"score_spread":0.1798660068003233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019433114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89170045,0.0016119917,0.09907228,0.000013638201,0.0007581965,0.0003013205,0.000006940978,0.0035037452,0.0030314357],"genre_scores_gemma":[0.95915204,0.00023050644,0.040384926,0.0000052547944,0.000025081139,0.00009938337,0.0000018724512,0.00006554255,0.000035372446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991866,2.6634572e-7,0.00018394674,0.00017317416,0.0000759032,0.0003801413],"domain_scores_gemma":[0.9997308,0.000015189508,0.00001342457,0.00017759028,0.000012508744,0.00005045679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050073108,0.00019023073,0.0001727024,0.00019974702,0.000013465946,0.00000923745,0.00018127955,0.00010941787,0.00001643152],"category_scores_gemma":[0.000057529036,0.00020121422,0.00003120073,0.00030634415,0.000014393888,0.00019133347,0.000039129307,0.00025712323,0.000023621982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003494885,0.00002758926,0.00014723052,0.0001874779,0.000016405038,0.00001557706,0.00041872717,0.027788254,0.9650133,0.0005545607,0.000021177795,0.005806154],"study_design_scores_gemma":[0.0010950152,0.00008706226,0.012506144,0.00032679268,0.000019379115,0.0000775165,0.0002566014,0.21668519,0.7625669,0.0008904923,0.004134799,0.0013540866],"about_ca_topic_score_codex":0.000009113939,"about_ca_topic_score_gemma":0.000025072719,"teacher_disagreement_score":0.20244643,"about_ca_system_score_codex":0.00007951716,"about_ca_system_score_gemma":0.000006920035,"threshold_uncertainty_score":0.8205278},"labels":[],"label_agreement":null},{"id":"W2020141562","doi":"10.1149/2.001402jes","title":"Design, Fabrication and Testing of a Polymer Composite Based Hard-Magnetic Mirror for Biomedical Scanning Applications","year":2013,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Scanner; Radius of curvature; Fabrication; Optics; Surface roughness; Optoelectronics; Curvature; Composite material; Physics","score_opus":0.013030030435806705,"score_gpt":0.226458615842319,"score_spread":0.2134285854065123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020141562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21470417,0.0017013052,0.7826234,0.00062077143,0.000023748886,0.00027289867,0.000001180603,0.00004495886,0.000007541065],"genre_scores_gemma":[0.5324805,0.00003497249,0.46730953,0.000059396036,0.00004036086,0.00005113798,6.890341e-7,0.000012756717,0.000010688103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994709,0.000003849629,0.00022383935,0.000058866783,0.000102388905,0.00014014322],"domain_scores_gemma":[0.9993986,0.00023348755,0.00012021136,0.000083531915,0.00012464989,0.000039553535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095059986,0.000071626615,0.00013711539,0.000018842185,0.000056504447,0.000009622682,0.00015183604,0.00007387903,0.0000025901445],"category_scores_gemma":[0.00008867324,0.000050099992,0.00009404407,0.00019339309,0.000092041875,0.000050512182,0.000017928269,0.00018234328,1.9085334e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030388487,0.000015723677,0.000044618246,0.000034240948,0.000018116803,1.271856e-8,0.000022777107,0.000012590097,0.99439657,0.0000057741477,0.00031303518,0.005133507],"study_design_scores_gemma":[0.00025611185,0.00007625979,0.00049014995,0.000042885946,0.000031603355,0.000008016184,0.000028750825,0.013062401,0.98474866,0.0008776673,0.00031861546,0.000058887996],"about_ca_topic_score_codex":0.000001752808,"about_ca_topic_score_gemma":3.1289854e-8,"teacher_disagreement_score":0.31777632,"about_ca_system_score_codex":0.000043941072,"about_ca_system_score_gemma":0.000020925989,"threshold_uncertainty_score":0.20430185},"labels":[],"label_agreement":null},{"id":"W2020290531","doi":"10.1117/12.515063","title":"Development of a novel translation micromirror for adaptive optics","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"CMC Microsystems","keywords":"Stiction; Surface micromachining; Translation (biology); Optics; Materials science; Adaptive optics; Deformable mirror; Microelectromechanical systems; Optoelectronics; Stroke (engine); Substrate (aquarium); Voltage; Computer science; Fabrication; Physics; Electrical engineering; Mechanical engineering; Engineering; Chemistry; Medicine","score_opus":0.02514568884116636,"score_gpt":0.2396583742202595,"score_spread":0.21451268537909315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020290531","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949457,0.00013436236,0.002695013,0.00014398863,0.00017694227,0.0006672769,0.000056652458,0.0001459648,0.0010340915],"genre_scores_gemma":[0.14496025,0.00006842061,0.85460746,0.000009382506,0.00005451774,0.00020012782,0.0000049300543,0.00005848716,0.000036424903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984117,2.386477e-9,0.0006884744,0.00024423018,0.00032687985,0.0003286699],"domain_scores_gemma":[0.99868155,0.000113814356,0.00022465891,0.000045953304,0.0008744184,0.00005958707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034476077,0.00027917066,0.00038705915,0.00010341753,0.000057964302,0.000025284962,0.0004648505,0.00021000832,0.0000023852913],"category_scores_gemma":[0.00025408523,0.0002502201,0.0003873469,0.00023989037,0.00013708387,0.0003099773,0.00003846911,0.00019837142,2.5485244e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039282637,0.000072076735,0.000003992546,0.00043484542,0.00026808778,9.598479e-9,0.00024881648,0.00039378623,0.7566187,0.24114577,0.00014855101,0.0006260705],"study_design_scores_gemma":[0.0012273986,0.0001487435,0.000053176074,0.00022662405,0.000080088044,0.000004473539,0.0015218003,0.017921956,0.9718126,0.0011892468,0.0055215177,0.00029237368],"about_ca_topic_score_codex":7.2751345e-7,"about_ca_topic_score_gemma":2.1704486e-7,"teacher_disagreement_score":0.85191244,"about_ca_system_score_codex":0.00012345095,"about_ca_system_score_gemma":0.000031517957,"threshold_uncertainty_score":0.999995},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.007047148738404662,"score_gpt":0.21381945222422752,"score_spread":0.20677230348582284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020481760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413263,0.0013718191,0.25394064,0.00005759915,0.0001766637,0.00038773337,0.00002105318,0.002670621,0.000047573372],"genre_scores_gemma":[0.92120516,0.00023130678,0.07843026,0.0000015184635,0.0000120345585,0.00007033711,0.000006859271,0.000024465406,0.000018035156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990462,0.0000047205767,0.00035996924,0.00025584668,0.00007717,0.0002561101],"domain_scores_gemma":[0.9992512,0.0001420324,0.00010592847,0.00040289486,0.00008502594,0.000012913658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025280882,0.00018093859,0.00032086778,0.00014672423,0.00011463648,0.000023637489,0.00020812057,0.00032236098,8.412616e-7],"category_scores_gemma":[0.00056971895,0.00015984733,0.000044098248,0.0001944238,0.00018587548,0.0001590937,0.00010529303,0.00014243761,4.3592865e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012598797,0.0000039772344,0.00027646185,0.0009696128,0.00001646005,1.4760874e-7,0.00009664506,0.08915553,0.89700425,0.00098304,0.00007592632,0.011405358],"study_design_scores_gemma":[0.00029793248,0.00012849706,0.00013695014,0.00023271923,0.000013651902,0.0000058575256,0.0012977396,0.050177615,0.9439046,0.0026183426,0.0009587542,0.00022733638],"about_ca_topic_score_codex":0.000013464647,"about_ca_topic_score_gemma":0.000053518335,"teacher_disagreement_score":0.17987889,"about_ca_system_score_codex":0.00007136731,"about_ca_system_score_gemma":0.0000057481634,"threshold_uncertainty_score":0.6518385},"labels":[],"label_agreement":null},{"id":"W2021036882","doi":"10.1016/j.sna.2005.12.034","title":"Piezoresistive sensing with twin-beam structures in standard MEMS foundry processes","year":2006,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Piezoresistive effect; Microelectromechanical systems; Materials science; Beam (structure); Finite element method; Accelerometer; Fabrication; Mechanical engineering; Electronic engineering; Structural engineering; Computer science; Optoelectronics; Engineering","score_opus":0.0038960493513209324,"score_gpt":0.202085991381011,"score_spread":0.19818994202969006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021036882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99774617,0.00013368703,0.0011141599,0.000025551624,0.000034920424,0.0001223304,0.000011159999,0.00030845022,0.00050356204],"genre_scores_gemma":[0.99793243,0.00004002122,0.0018287519,0.000008279241,0.00013082927,0.0000035300434,0.0000038618573,0.00003449411,0.00001781713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922764,0.0000026273694,0.000120366894,0.00022330925,0.0001452862,0.0002807434],"domain_scores_gemma":[0.9997063,0.00007410051,0.000027704633,0.000119514574,0.00003480784,0.000037548565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020668753,0.00021560432,0.00027512645,0.00007826598,0.00006274061,0.000038994778,0.000047754656,0.000065630724,0.0000010487505],"category_scores_gemma":[0.000022353466,0.00016025009,0.000023346527,0.00024443024,0.00015211123,0.00012778697,0.000019536752,0.00020362486,9.685168e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012598189,0.00045788882,0.0058259997,0.0022155102,0.0004270438,0.0010404248,0.0060366453,0.07854369,0.47453475,0.03522507,0.0021612514,0.3922719],"study_design_scores_gemma":[0.002017891,0.0004576366,0.017019777,0.00035470445,0.00007167514,0.00006353142,0.0021034584,0.0038332096,0.869278,0.09833268,0.0049716188,0.0014957801],"about_ca_topic_score_codex":0.000050788516,"about_ca_topic_score_gemma":0.00014358127,"teacher_disagreement_score":0.3947433,"about_ca_system_score_codex":0.000042887554,"about_ca_system_score_gemma":0.000018173823,"threshold_uncertainty_score":0.6534809},"labels":[],"label_agreement":null},{"id":"W2021559722","doi":"10.1088/0960-1317/16/12/015","title":"Design and characterization of a micromachined Fabry–Perot vibration sensor for high-temperature applications","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"U.S. Air Force; National Aeronautics and Space Administration","keywords":"Fabry–Pérot interferometer; Characterization (materials science); Vibration; Materials science; Optoelectronics; Acoustics; Electronic engineering; Engineering; Physics; Nanotechnology; Wavelength","score_opus":0.0034281277681503515,"score_gpt":0.1737267562283205,"score_spread":0.17029862846017016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021559722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5172231,0.0005327438,0.4819402,0.000025832374,0.000055932727,0.00017455687,0.000016825268,0.000030512092,2.8942893e-7],"genre_scores_gemma":[0.88838136,0.00104521,0.11041476,0.000006605905,0.00007558067,0.000017006534,0.000014989746,0.000032140084,0.000012351168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994124,0.0000028467005,0.00032677906,0.00008909157,0.00004399407,0.0001248823],"domain_scores_gemma":[0.99966276,0.000028000115,0.00012408262,0.0000734586,0.00008468014,0.000027026834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009940194,0.00013459953,0.00022992188,0.00016408299,0.00004127785,0.000026590624,0.000061126375,0.00010225281,7.1035544e-7],"category_scores_gemma":[0.0000053216186,0.00012795949,0.00003398085,0.00010125837,0.000012154424,0.00013574537,0.000014838879,0.00012062045,8.046224e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012784081,0.000011695313,8.861512e-7,0.000140472,0.000022919774,9.536899e-7,0.000029322357,0.0016409726,0.9934226,0.00049704674,0.0000173919,0.004202948],"study_design_scores_gemma":[0.0004783781,0.00009082083,0.000066329114,0.000075067735,0.000030832918,0.00009869839,0.000023009428,0.0055273464,0.9921696,0.00066882314,0.00064228347,0.00012881258],"about_ca_topic_score_codex":0.0000010080525,"about_ca_topic_score_gemma":3.297853e-7,"teacher_disagreement_score":0.37152547,"about_ca_system_score_codex":0.000022216978,"about_ca_system_score_gemma":0.000007109333,"threshold_uncertainty_score":0.5218037},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022350996123433633,"score_gpt":0.2044039201471917,"score_spread":0.18205292402375806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021577396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709398,0.0003537166,0.020848213,0.000036618356,0.00022636283,0.0004563643,0.000046522167,0.0052286917,0.0018636952],"genre_scores_gemma":[0.99449205,0.00008184281,0.0052456614,0.0000061612163,0.0000036797896,0.000105165986,0.0000043741466,0.000034517343,0.00002657193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989281,0.0000042747142,0.00037245126,0.000256574,0.0001229683,0.00031559565],"domain_scores_gemma":[0.9992924,0.000063508625,0.000092098264,0.0005085325,0.00003013006,0.000013330525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012242164,0.00023193962,0.00034623322,0.00059204956,0.0000314714,0.000012367943,0.00040762016,0.0003908587,0.000010283187],"category_scores_gemma":[0.00009448386,0.0002085758,0.00006602128,0.00052400527,0.00017446677,0.00017359127,0.00006021256,0.0003009123,0.0000072601365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001615039,0.000038413462,0.00054847926,0.0001966862,0.000015496304,0.000014803341,0.00016658762,0.0005767674,0.98976195,0.0010417697,0.00008719006,0.0075356835],"study_design_scores_gemma":[0.00028381517,0.00013579697,0.0007259325,0.0002572962,0.000005092953,0.000003155625,0.002139206,0.0026875986,0.9920225,0.0013365974,0.00017952448,0.0002234879],"about_ca_topic_score_codex":0.00003847644,"about_ca_topic_score_gemma":0.0000584521,"teacher_disagreement_score":0.02355221,"about_ca_system_score_codex":0.00011737334,"about_ca_system_score_gemma":0.0000105488725,"threshold_uncertainty_score":0.85054743},"labels":[],"label_agreement":null},{"id":"W2021643179","doi":"10.1109/ccece.2008.4564706","title":"Adhesive mechanical fastener design for use in microassembly","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fastener; Adhesive; Micromanipulator; Microelectromechanical systems; Mechanical joint; Materials science; Joint (building); Computer science; Mechanical engineering; Structural engineering; Engineering; Composite material; Nanotechnology; Artificial intelligence","score_opus":0.0384242359439013,"score_gpt":0.20004209153863253,"score_spread":0.16161785559473124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021643179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58184314,0.00015305402,0.41598874,0.00020462116,0.00020630879,0.00073791353,0.00001389917,0.00063273154,0.00021960806],"genre_scores_gemma":[0.9714748,0.00027691928,0.0278739,0.00009124578,0.00006540692,0.00014269513,0.0000032909438,0.000040909905,0.00003078794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984507,0.0000022566608,0.0002570577,0.0004192343,0.00010923767,0.0007615072],"domain_scores_gemma":[0.9992953,0.00010368792,0.000026570013,0.00009980828,0.00014385565,0.0003307718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006945201,0.00033394672,0.00036293353,0.00045445017,0.00008947874,0.000114486385,0.00024574884,0.00023591248,0.000004565701],"category_scores_gemma":[0.00006171296,0.00033987837,0.00004608985,0.00034149468,0.000040365023,0.00027679862,0.00002818833,0.0004169316,0.0000037045559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024415329,0.00019459169,0.0017971167,0.0005713054,0.00028081142,0.00044136634,0.0017284504,0.02217531,0.36293665,0.39928406,0.0066014836,0.2037447],"study_design_scores_gemma":[0.00051170023,0.0003479701,0.0016293913,0.00013530058,0.000008203002,0.00007306573,0.000021947655,0.97505563,0.018788094,0.001458933,0.0013741573,0.0005956078],"about_ca_topic_score_codex":0.00031747317,"about_ca_topic_score_gemma":0.00050921045,"teacher_disagreement_score":0.9528803,"about_ca_system_score_codex":0.00017271913,"about_ca_system_score_gemma":0.00013684662,"threshold_uncertainty_score":0.99990535},"labels":[],"label_agreement":null},{"id":"W2021785861","doi":"10.1115/imece2010-39123","title":"A Simple Method for Adhesive Bonding of Capacitive Pressure Sensors","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adhesive; Materials science; Curing (chemistry); Composite material; Capacitive sensing; Wafer; Capacitance; Wafer bonding; Bond strength; Ultraviolet; Pressure sensor; Anodic bonding; Optoelectronics; UV curing; Adhesive bonding; Silicon; Mechanical engineering; Electrical engineering; Electrode","score_opus":0.011082652047612667,"score_gpt":0.27745857452673894,"score_spread":0.2663759224791263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021785861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7558745,0.00009645149,0.23526987,0.000057771824,0.00026310325,0.00046915654,0.0000983517,0.000955978,0.0069147893],"genre_scores_gemma":[0.7380012,0.0000061133596,0.26127124,0.0000058557625,0.00002513846,0.000033544886,0.000001851053,0.000017354434,0.00063770416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962,0.0000012591194,0.000101045174,0.00009098684,0.000039845243,0.00014683632],"domain_scores_gemma":[0.99961823,0.00016050466,0.000022187989,0.00013725794,0.00004180209,0.000019995769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005791121,0.00008112045,0.0001412253,0.000053078376,0.00002287628,0.0000033949589,0.00006937528,0.00009872928,0.000032216973],"category_scores_gemma":[0.00012823912,0.00006970812,0.00004654055,0.00006530948,0.000029508863,0.00006425408,0.000015331883,0.00013017506,0.0000011893803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034805992,0.000003466345,0.000011800025,0.000049162965,0.000031331292,3.517065e-7,0.00013688697,0.0009759379,0.9766951,0.018459633,0.0009323913,0.0027004224],"study_design_scores_gemma":[0.00013347638,0.000025547719,0.00006463492,0.0000047757553,0.000014872055,0.0000020572493,0.0005623794,0.0053614383,0.9471957,0.007999829,0.03854496,0.000090343834],"about_ca_topic_score_codex":0.00001545545,"about_ca_topic_score_gemma":0.000038398943,"teacher_disagreement_score":0.03761257,"about_ca_system_score_codex":0.000003991792,"about_ca_system_score_gemma":0.0000032915614,"threshold_uncertainty_score":0.28426147},"labels":[],"label_agreement":null},{"id":"W2021899141","doi":"10.1115/imece2013-62214","title":"Oscillatory Behavior of the Nonlinear Clamped-Free Beam Microgyroscopes Under Electrostatic Actuation and Detection","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Gyroscope; Proof mass; Oscillation (cell signaling); Vibration; Rotation (mathematics); Deflection (physics); Nonlinear system; Voltage; Mechanics; Beam (structure); Angular velocity; Acoustics; Physics; Control theory (sociology); Classical mechanics; Optics; Computer science; Chemistry","score_opus":0.004365451916639388,"score_gpt":0.19120919214766804,"score_spread":0.18684374023102865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021899141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958469,0.000173121,0.0033121302,0.00004555441,0.00008152606,0.00023483526,0.0000020039806,0.0001991749,0.00010470553],"genre_scores_gemma":[0.9960232,0.00009962569,0.0037002687,0.000021653557,0.000010297397,0.00003666858,6.1501044e-7,0.000013420801,0.00009429189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996488,0.000001603605,0.00010711367,0.000075762626,0.000058058475,0.00010863233],"domain_scores_gemma":[0.9997193,0.000021424348,0.000023485927,0.00019696736,0.000025318443,0.000013507735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021532973,0.000075280725,0.00007547329,0.000036925165,0.00003974075,0.000010611218,0.00008133368,0.00006724916,0.000017308601],"category_scores_gemma":[0.000020375153,0.00005192169,0.000019204186,0.00008548154,0.000058206082,0.00011611321,0.00003656185,0.00009412718,0.00000383373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.033218e-7,0.0000053857434,0.00007918219,0.000009646877,0.000005476629,2.7934167e-8,0.000022158674,0.00009833666,0.98874676,0.000025275083,0.000059133843,0.01094791],"study_design_scores_gemma":[0.00012475511,0.000030200681,0.010652313,0.000006287029,0.000013387875,0.0000024089265,0.00015693864,0.00048041003,0.9872845,0.0010541559,0.00012901153,0.00006564953],"about_ca_topic_score_codex":0.000035427227,"about_ca_topic_score_gemma":0.00011829505,"teacher_disagreement_score":0.01088226,"about_ca_system_score_codex":0.00002626674,"about_ca_system_score_gemma":0.000004987016,"threshold_uncertainty_score":0.21173051},"labels":[],"label_agreement":null},{"id":"W2021940171","doi":"10.1115/wtc2005-63280","title":"The Influence of Residual Stress on Micromachine Stiction of a Stiff Circular Plate","year":2005,"lang":"en","type":"article","venue":"World Tribology Congress III, Volume 1","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Stiction; Materials science; Residual stress; Stiffness; Microelectromechanical systems; Composite material; Adhesion; Stress (linguistics); Membrane; Bending; Substrate (aquarium); Coupling (piping); Strain energy release rate; Structural engineering; Fracture mechanics; Nanotechnology; Chemistry; Engineering","score_opus":0.005763077658950683,"score_gpt":0.22468071919994398,"score_spread":0.2189176415409933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021940171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701023,0.0015918707,0.00015315744,0.00022987732,0.00030454854,0.00019471484,0.000054697848,0.00023027405,0.00023062859],"genre_scores_gemma":[0.9984674,0.00028554688,0.00051050854,0.000015369062,0.000050592495,0.00002536538,0.000007826271,0.000023052815,0.0006143777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891484,0.000017872673,0.00043020834,0.00019374953,0.00014243442,0.00030088794],"domain_scores_gemma":[0.99904656,0.00024296076,0.00015431216,0.00043988271,0.00008256485,0.000033703716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012639846,0.0001822793,0.00033303985,0.00015919293,0.00010125498,0.000009061591,0.00033153,0.00012971707,0.000022009997],"category_scores_gemma":[0.0001249811,0.00014842828,0.000057373392,0.00022481772,0.00041912356,0.00009482145,0.000065202476,0.00036052684,0.000008239913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027360307,0.00012794226,0.0068238517,0.00010701615,0.00026932487,0.000021377833,0.0002534856,0.3131074,0.6321098,0.0033497997,0.0022930745,0.041263305],"study_design_scores_gemma":[0.0023822072,0.00030302058,0.06187512,0.00027983676,0.00010133462,0.000017232167,0.00016083074,0.0047956496,0.87272793,0.0010843965,0.05577991,0.0004925176],"about_ca_topic_score_codex":0.000027706505,"about_ca_topic_score_gemma":0.00037735005,"teacher_disagreement_score":0.30831173,"about_ca_system_score_codex":0.000045865723,"about_ca_system_score_gemma":0.000015915959,"threshold_uncertainty_score":0.60527295},"labels":[],"label_agreement":null},{"id":"W2022241062","doi":"10.1016/j.ultras.2011.11.002","title":"Focused, phased-array plane piston and spherically-shaped concave piston transducers: Comparison for the same aperture and focal point","year":2011,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piston (optics); Optics; Transducer; Cardinal point; Physics; Apodization; Focal point; Impulse response; Impulse (physics); Phased array; Acoustics; Aperture (computer memory); Wavefront; Computer science; Telecommunications; Mathematics; Classical mechanics; Mathematical analysis","score_opus":0.025285364976206214,"score_gpt":0.23249570132198907,"score_spread":0.20721033634578287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022241062","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3249554,0.020467127,0.64853597,0.0008927127,0.00047295538,0.0013195804,0.00016232196,0.001273917,0.0019200295],"genre_scores_gemma":[0.9686548,0.0016700407,0.029298082,0.00016186401,0.000044173168,0.00006001687,0.000010547465,0.000052093106,0.00004838492],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991409,0.000005268537,0.0002151955,0.00023644195,0.000090208276,0.00031199068],"domain_scores_gemma":[0.9991459,0.0004956347,0.000042540574,0.00021986222,0.000021362157,0.00007467336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008594041,0.00023188842,0.00030133457,0.000024072397,0.00011859278,0.000026275495,0.00015003032,0.00019398407,0.000029485385],"category_scores_gemma":[0.00009075648,0.00016886975,0.000052873813,0.0000702009,0.00019452025,0.00009465303,0.000007634561,0.00029856703,0.0000020014402],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031167525,0.00011926859,0.00027764353,0.00027022866,0.00021016346,0.000006155835,0.0051476248,0.00009748905,0.90587294,0.0027635568,0.0013889177,0.08353432],"study_design_scores_gemma":[0.007354564,0.0021420643,0.003069077,0.0002389779,0.00039471607,0.00017324017,0.0076163257,0.014745761,0.469952,0.0080445595,0.48429772,0.001971009],"about_ca_topic_score_codex":0.000029028552,"about_ca_topic_score_gemma":0.00013111903,"teacher_disagreement_score":0.6436994,"about_ca_system_score_codex":0.000044645763,"about_ca_system_score_gemma":0.000010673183,"threshold_uncertainty_score":0.6886308},"labels":[],"label_agreement":null},{"id":"W2022243882","doi":"10.1109/jmems.2015.2392692","title":"A 3-DOF MEMS Electrostatic Piston-Tube Actuator","year":2015,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Actuator; Microelectromechanical systems; Materials science; Piston (optics); Wafer; Stiffness; Fabrication; Pneumatic actuator; Mechanism (biology); Tube (container); Silicon on insulator; Translation (biology); Rotation (mathematics); Comb drive; Mechanical engineering; Optoelectronics; Optics; Composite material; Silicon; Electrical engineering; Physics; Engineering; Computer science","score_opus":0.015299515630517894,"score_gpt":0.22425459279255963,"score_spread":0.20895507716204173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022243882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956317,0.0075066634,0.0331091,0.0001920836,0.0016663392,0.00027240915,0.0000062225413,0.00039133907,0.00053884333],"genre_scores_gemma":[0.9968444,0.0004267396,0.0022157552,0.00003233934,0.00029946808,0.000009762702,0.000001188947,0.00005912717,0.00011121526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818456,0.000021520273,0.0007498887,0.00014164764,0.0003813504,0.00052103214],"domain_scores_gemma":[0.9989561,0.000081117156,0.0002478799,0.00023413007,0.00021649586,0.0002643202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005429819,0.00023995344,0.0005949762,0.00021008229,0.00003678313,0.000056683384,0.00039594457,0.00018880922,0.000008247857],"category_scores_gemma":[0.0001905299,0.00019345041,0.0001524762,0.0003359955,0.000029613397,0.0002233749,0.000031085667,0.00062815374,0.000032145486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043224896,0.00003509712,0.0000014570016,0.00004807557,0.00010443364,0.000061141596,0.00007177457,0.00026348833,0.9890496,0.0010332788,0.007917889,0.0013705047],"study_design_scores_gemma":[0.002425196,0.0030124977,0.00001009133,0.000267082,0.000103717735,0.0039047536,0.0009810826,0.0016434791,0.89535123,0.008420642,0.083199166,0.0006810402],"about_ca_topic_score_codex":0.000009123637,"about_ca_topic_score_gemma":0.000004764651,"teacher_disagreement_score":0.09369838,"about_ca_system_score_codex":0.00051574275,"about_ca_system_score_gemma":0.000105052844,"threshold_uncertainty_score":0.78886783},"labels":[],"label_agreement":null},{"id":"W2022527931","doi":"10.1115/imece2006-15128","title":"Failure Mechanisms of MEMS Thermal Actuators","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Microelectromechanical systems; Creep; Materials science; Thermal; Finite element method; Catastrophic failure; Stress (linguistics); Flexural strength; Structural engineering; Mechanical engineering; Electrical engineering; Engineering; Composite material; Optoelectronics","score_opus":0.0038373043867521166,"score_gpt":0.1791051291104972,"score_spread":0.17526782472374508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022527931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7843575,0.000077087534,0.19326767,0.000052865555,0.00010806144,0.00007363745,0.0000029300002,0.0012175776,0.020842675],"genre_scores_gemma":[0.97563434,0.000007744971,0.024061872,0.000004670173,0.000015396363,0.0000046377336,0.0000011514338,0.000013395469,0.00025678464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968714,3.8671175e-7,0.000089878915,0.000055462784,0.000054752785,0.00011240608],"domain_scores_gemma":[0.9998405,0.000009208335,0.000011335204,0.00012091195,0.0000087433555,0.000009285598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016889018,0.00006934601,0.000085890926,0.00003833952,0.00001101346,0.0000029102046,0.0000767255,0.00006474026,0.00010802349],"category_scores_gemma":[0.0000028623538,0.00005471704,0.000027646445,0.00007375576,0.00001781605,0.00005746136,0.000015059053,0.000054896165,0.000008473404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.523601e-7,0.0000052075566,0.0000064886417,0.0000094145535,0.0000058023456,0.0000010835192,0.000005726924,0.0017866595,0.9508651,0.040501658,0.00067226886,0.006140065],"study_design_scores_gemma":[0.0000726118,0.000012177379,0.00014048189,0.000004187238,0.0000023537991,8.6056e-7,0.00007653718,0.00017843515,0.9712872,0.02530148,0.0028509202,0.000072735755],"about_ca_topic_score_codex":0.000023220893,"about_ca_topic_score_gemma":0.00004152974,"teacher_disagreement_score":0.19127685,"about_ca_system_score_codex":0.000008928105,"about_ca_system_score_gemma":0.000001742254,"threshold_uncertainty_score":0.2231296},"labels":[],"label_agreement":null},{"id":"W2023021926","doi":"10.1115/detc2005-85090","title":"Dynamic Stability of a Single-Axis Vibratory MEMS Gyroscope","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Floquet theory; Vibrating structure gyroscope; Instability; Control theory (sociology); Stability (learning theory); Parametric statistics; Physics; Amplitude; Angular velocity; Lyapunov function; Method of averaging; Mechanics; Mathematical analysis; Mathematics; Classical mechanics; Optics; Computer science; Nonlinear system; Quantum mechanics","score_opus":0.011366246032053122,"score_gpt":0.21973807934517434,"score_spread":0.2083718333131212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023021926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98111546,0.0005959825,0.00838661,0.00004982645,0.00008392292,0.000087047636,0.000006147667,0.00095731014,0.008717716],"genre_scores_gemma":[0.9746854,0.00007857852,0.025123022,0.0000126446475,0.000008224843,0.0000072847183,0.0000010364975,0.000016258015,0.000067562665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948883,0.0000013225513,0.00017170972,0.000110238994,0.000070162554,0.0001577151],"domain_scores_gemma":[0.99963754,0.000026060558,0.000017418286,0.00027442176,0.00001879602,0.000025780728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004553107,0.00009613423,0.00014075791,0.00004589749,0.000014864566,0.000004362626,0.00010845785,0.00007470671,0.00017079536],"category_scores_gemma":[0.000026316602,0.00008538879,0.00003566297,0.00011590508,0.00006751182,0.00014762238,0.00003253906,0.00008679906,0.000016974704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015373806,0.000026986518,0.00004203788,0.000029145802,0.0000063391994,3.1520554e-7,0.00003747932,0.0009077957,0.9767175,0.00013039967,0.000100828525,0.021999672],"study_design_scores_gemma":[0.000105935214,0.00003828361,0.00024187256,0.000008838231,0.0000027006263,7.3742444e-7,0.000122065285,0.0018875283,0.99045426,0.00032427913,0.006705848,0.0001076724],"about_ca_topic_score_codex":0.0000043494306,"about_ca_topic_score_gemma":0.0001259037,"teacher_disagreement_score":0.021892,"about_ca_system_score_codex":0.00007373741,"about_ca_system_score_gemma":0.000005922092,"threshold_uncertainty_score":0.3482054},"labels":[],"label_agreement":null},{"id":"W2023179708","doi":"10.1117/12.638261","title":"MEMS mechanical logic units: characterization and improvements of devices fabricated with MicraGEM and PolyMUMPs","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Cantilever; Semiconductor; Microelectromechanical systems; Logic gate; Materials science; Transistor; Semiconductor device; Relay; Electrical engineering; Voltage; Electrical contacts; Characterization (materials science); Optoelectronics; Electronic engineering; Computer science; Nanotechnology; Engineering; Physics; Power (physics)","score_opus":0.009368542664367428,"score_gpt":0.20818802567321995,"score_spread":0.19881948300885252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023179708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982091,0.00020432314,0.0002710412,0.0005860923,0.000047072146,0.00033751197,0.000038681508,0.00015013602,0.00015600654],"genre_scores_gemma":[0.9404379,0.00058703875,0.058689825,0.000042803535,0.00008747677,0.00006155593,0.000009543836,0.00004607127,0.000037750946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882495,4.4211577e-9,0.0004244198,0.0002375414,0.00027141173,0.00024165548],"domain_scores_gemma":[0.9990634,0.000047900983,0.0002046274,0.00004042472,0.0005790541,0.00006459399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694958,0.00023855765,0.00032080582,0.0000907383,0.00004126063,0.000039948573,0.0003253653,0.00015552776,0.0000027214292],"category_scores_gemma":[0.00011222953,0.0001854906,0.00008246843,0.000287451,0.00017176576,0.00048489159,0.000111317444,0.000191812,1.5808156e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040036488,0.000033817814,0.00014598145,0.000414624,0.00018931132,3.9294697e-8,0.000078220684,0.000048810853,0.9371915,0.05860955,0.000039188293,0.003208912],"study_design_scores_gemma":[0.0011378049,0.00035468306,0.002331738,0.00031797556,0.00011442897,0.00001530623,0.00087893923,0.021884678,0.97053957,0.0005005039,0.0016075192,0.00031682875],"about_ca_topic_score_codex":0.000003894195,"about_ca_topic_score_gemma":4.0637877e-7,"teacher_disagreement_score":0.058418784,"about_ca_system_score_codex":0.00005314861,"about_ca_system_score_gemma":0.000008537466,"threshold_uncertainty_score":0.7564087},"labels":[],"label_agreement":null},{"id":"W2023423552","doi":"10.1007/s00542-014-2347-9","title":"Design and fabrication of a square shape bulk mode MEMS resonators","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Fabrication; Resonator; Microelectromechanical systems; Square (algebra); Mode (computer interface); Materials science; Mechanical engineering; Engineering; Computer science; Optoelectronics; Mathematics; Geometry; Human–computer interaction","score_opus":0.010323011701676611,"score_gpt":0.21578605695404152,"score_spread":0.20546304525236492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023423552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84908044,0.0045119985,0.13982378,0.00010112444,0.000110911984,0.0003893876,0.0000098042865,0.0058140713,0.00015850636],"genre_scores_gemma":[0.9732662,0.0006485261,0.02596548,0.0000024354483,0.000006922641,0.000059732316,0.0000019149113,0.000029505818,0.000019295097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991644,0.00000575121,0.00027359521,0.0002275001,0.00009959077,0.0002291784],"domain_scores_gemma":[0.99929035,0.00010901054,0.000078862286,0.00044644345,0.000061214734,0.0000141227365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015793857,0.00018261046,0.00028921876,0.00022168779,0.000049400624,0.000018397732,0.00029512454,0.00032103856,0.0000013539014],"category_scores_gemma":[0.0001726629,0.00016212514,0.000031035644,0.00027072008,0.00015176741,0.00010191913,0.00011154912,0.00017553038,0.0000060423204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006285824,0.000009221029,0.00010474233,0.00038700257,0.000026811198,9.838054e-7,0.00009509857,0.0019805061,0.92022985,0.0029022973,0.000324678,0.07393254],"study_design_scores_gemma":[0.0001956213,0.00008160163,0.00008669272,0.00016962738,0.000010128545,0.000011123913,0.0008247003,0.013443424,0.97352356,0.007311647,0.0041199815,0.00022189207],"about_ca_topic_score_codex":0.000008951083,"about_ca_topic_score_gemma":0.000004953684,"teacher_disagreement_score":0.12418576,"about_ca_system_score_codex":0.00004632205,"about_ca_system_score_gemma":0.000005138437,"threshold_uncertainty_score":0.66112715},"labels":[],"label_agreement":null},{"id":"W2023470565","doi":"10.1088/0960-1317/14/1/307","title":"Force, deflection and power measurements of toggled microthermal actuators","year":2003,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Deflection (physics); Amplifier; Displacement (psychology); Power (physics); Materials science; Control theory (sociology); Acoustics; Optics; Physics; Electrical engineering; Computer science; Engineering; Optoelectronics","score_opus":0.008155941522435919,"score_gpt":0.192455978165771,"score_spread":0.18430003664333508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023470565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524481,0.00470184,0.042385634,0.0000055136306,0.00028539365,0.00006584649,0.0000017836655,0.000034909823,0.00007092147],"genre_scores_gemma":[0.979028,0.0013061125,0.019603534,0.000005987853,0.000010959309,0.0000010010508,1.3175726e-7,0.000029514476,0.000014761321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993692,0.0000035444764,0.00030164816,0.00007632381,0.00007563484,0.00017366857],"domain_scores_gemma":[0.9997016,0.00001452601,0.00009362221,0.0000752679,0.00006187127,0.00005307628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017292832,0.00014174292,0.00024376342,0.00019819899,0.000026354302,0.0000136978815,0.00006178229,0.000084231986,0.0000055770925],"category_scores_gemma":[0.00002826617,0.000132874,0.000051296607,0.000086420674,0.000014636522,0.00012264294,0.000016292899,0.00017013944,2.1475316e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067770093,0.000008783209,0.00003581074,0.00005837849,0.000059694736,0.0000029284713,0.00009501273,0.00027429784,0.99578273,0.000120291494,0.000028632256,0.003526647],"study_design_scores_gemma":[0.0005297465,0.00011338751,0.00007797941,0.000107159656,0.000024493393,0.00030471024,0.00012023424,0.00010855904,0.99668247,0.00036044652,0.0014369251,0.0001339163],"about_ca_topic_score_codex":8.57364e-7,"about_ca_topic_score_gemma":0.0000014601904,"teacher_disagreement_score":0.02657984,"about_ca_system_score_codex":0.000036481393,"about_ca_system_score_gemma":0.000008974553,"threshold_uncertainty_score":0.5418444},"labels":[],"label_agreement":null},{"id":"W2023748087","doi":"10.1117/12.585325","title":"RF MEMS devices for communication systems","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Variable capacitor; Capacitor; Inductor; Actuator; Electrical engineering; Electronic engineering; Materials science; Engineering; Optoelectronics; Voltage","score_opus":0.013171493436534796,"score_gpt":0.23451275242278094,"score_spread":0.22134125898624615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023748087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948403,0.00077729166,0.0003142084,0.0009867882,0.0003031881,0.00078000955,0.000052870873,0.00041702183,0.001528294],"genre_scores_gemma":[0.8347635,0.00065250974,0.1634426,0.0000384697,0.00027622224,0.0006161995,0.00001546819,0.00010420339,0.000090821166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984001,1.6047281e-9,0.0006017893,0.00025649182,0.00036891847,0.0003726917],"domain_scores_gemma":[0.99851286,0.00012823049,0.000229994,0.00008887518,0.00096682354,0.000073189556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036860272,0.00029645654,0.0003919564,0.00010170875,0.00009919002,0.00009965891,0.0010111294,0.00023709661,0.0000016614473],"category_scores_gemma":[0.00028981027,0.00025545718,0.00041528518,0.00026423766,0.00017889417,0.0005745637,0.00011616604,0.00027522512,0.0000010951521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020727635,0.000038091704,0.000021180791,0.00059149554,0.00024069965,1.9788775e-8,0.00009001745,0.004742928,0.5935597,0.39940882,0.0010308719,0.0002554515],"study_design_scores_gemma":[0.002827957,0.00047990005,0.00047706245,0.001341186,0.00026560857,0.000027192355,0.005125218,0.027376784,0.912527,0.01634887,0.03224721,0.0009559638],"about_ca_topic_score_codex":0.000011338773,"about_ca_topic_score_gemma":5.930575e-7,"teacher_disagreement_score":0.38305995,"about_ca_system_score_codex":0.00022365761,"about_ca_system_score_gemma":0.000017004408,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W2024645016","doi":"10.1117/12.600041","title":"&lt;title&gt;Noise reduction in RF cavity wireless strain sensors&lt;/title&gt;","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Noise (video); Acoustics; Reduction (mathematics); Wireless sensor network; Radio frequency; Antenna (radio); Modulation (music); Wireless; Materials science; Electronic engineering; Optoelectronics; Electrical engineering; Physics; Computer science; Engineering; Telecommunications","score_opus":0.009316378315605825,"score_gpt":0.22261474853458163,"score_spread":0.2132983702189758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024645016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821968,0.00015748538,0.000025381009,0.00042917562,0.00024086994,0.00019043202,0.00002771335,0.00021530938,0.016516833],"genre_scores_gemma":[0.944487,0.0005540376,0.05319278,0.000022611137,0.000590407,0.00007331794,0.000007772454,0.000080700986,0.000991389],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900943,4.300886e-9,0.00030923876,0.00018625091,0.00025224208,0.00024286259],"domain_scores_gemma":[0.999572,0.000024631336,0.00008022782,0.00004402483,0.00023306343,0.000046056204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001728484,0.00018009047,0.00021120474,0.000090271344,0.000026335381,0.000028284921,0.00031560683,0.00017545061,0.000037337257],"category_scores_gemma":[0.00007333651,0.00016500328,0.0001865317,0.00020359307,0.00009978937,0.00024576508,0.000052032865,0.00025721703,0.000013010913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008875522,0.000031728032,0.000008622695,0.00013566297,0.00006256912,9.477323e-8,0.000053724223,0.0006202193,0.84229875,0.14700669,0.0053582415,0.004414837],"study_design_scores_gemma":[0.0015669528,0.00021803509,0.0010765195,0.0006300784,0.0001256855,0.000056457182,0.0010343752,0.09112997,0.7015723,0.0057930243,0.19562793,0.0011686946],"about_ca_topic_score_codex":0.0000013826703,"about_ca_topic_score_gemma":2.5031466e-7,"teacher_disagreement_score":0.19026968,"about_ca_system_score_codex":0.00016558054,"about_ca_system_score_gemma":0.000010470704,"threshold_uncertainty_score":0.67286384},"labels":[],"label_agreement":null},{"id":"W2025249162","doi":"10.1117/12.873974","title":"Cascaded silicon-on-insulator microring resonators for the detection of biomolecules in PDMS microfluidic channels","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microfluidics; Silicon on insulator; Resonator; Biomolecule; Materials science; Silicon; Optoelectronics; Nanotechnology; Silicon photonics","score_opus":0.015780079836928123,"score_gpt":0.22254407231493276,"score_spread":0.20676399247800464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025249162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971341,0.0009462719,0.0003191977,0.00020972209,0.00035562538,0.00069373514,0.000034186887,0.0001492584,0.00015792386],"genre_scores_gemma":[0.9838389,0.0006432564,0.014990333,0.000019468122,0.00013472559,0.00028270576,0.0000013477111,0.00007096594,0.000018274208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984673,7.812706e-9,0.00059946557,0.00027709318,0.0002845959,0.00037149474],"domain_scores_gemma":[0.99901587,0.00016905433,0.00020256729,0.000073796946,0.0004875336,0.000051197003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036591786,0.0002894378,0.00035899947,0.00017690126,0.000061352905,0.000026644928,0.00071761786,0.00023051396,0.0000020369212],"category_scores_gemma":[0.00037193391,0.00022162474,0.00041795976,0.00036851232,0.00020964791,0.0002537022,0.00009230873,0.0002920143,4.3481748e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009211217,0.000054174274,0.000043855878,0.0003544608,0.00021938831,6.735471e-8,0.0002938792,0.00012956276,0.94954306,0.047895115,0.00017523793,0.0011990704],"study_design_scores_gemma":[0.00067486474,0.00021982408,0.00047068746,0.00023802658,0.000050717263,0.0000046809964,0.0011009998,0.0063337856,0.9883109,0.0013029233,0.0010726409,0.00021999207],"about_ca_topic_score_codex":0.000015737602,"about_ca_topic_score_gemma":3.454063e-7,"teacher_disagreement_score":0.04659219,"about_ca_system_score_codex":0.00013758072,"about_ca_system_score_gemma":0.000011186111,"threshold_uncertainty_score":0.9037595},"labels":[],"label_agreement":null},{"id":"W2025417177","doi":"10.1177/1077546307076285","title":"Exact Solution of the Oscillatory Behavior Under Axial Force of a Beam with a Concentrated Mass Within its Interval","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Tech University; University of New Brunswick","funders":"","keywords":"Beam (structure); Vibration; Added mass; Normal mode; Natural frequency; Sensitivity (control systems); Mechanics; Mode (computer interface); Control theory (sociology); Stability (learning theory); Interval (graph theory); Microelectromechanical systems; Physics; Mass ratio; Acoustics; Materials science; Optics; Mathematics; Engineering; Computer science; Electronic engineering","score_opus":0.007808184031100466,"score_gpt":0.21844766096447707,"score_spread":0.2106394769333766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025417177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362616,0.00026766513,0.16316569,0.000046912428,0.00011208469,0.00010061587,0.0000024818999,0.000013620611,0.000029367335],"genre_scores_gemma":[0.99935526,0.000027373007,0.00055320334,0.000021795848,0.000025311068,0.00000110266,1.6929644e-7,0.0000058933156,0.000009908511],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994715,0.0000054241827,0.0002926035,0.000035132492,0.00012034566,0.000075037504],"domain_scores_gemma":[0.9995637,0.000025191148,0.00023413966,0.000050865303,0.00010262851,0.000023463983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014298475,0.00006129144,0.00014997083,0.00004710402,0.000022073686,0.000006180739,0.000052452415,0.000055221593,0.0000035801559],"category_scores_gemma":[0.000018589459,0.00003787964,0.00003757212,0.000072386116,0.00005450221,0.00015876455,0.000004525904,0.00012249689,5.4951737e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015511746,0.000014541519,0.00075587607,0.000013762964,0.000035640594,0.0000015856865,0.000092456736,0.0039231475,0.9939542,0.0003146359,0.000006586133,0.0007324469],"study_design_scores_gemma":[0.0026680287,0.00047623605,0.032370973,0.00013753159,0.000088500215,0.000045068406,0.0005771036,0.0039565437,0.959347,0.00020919152,0.000034453435,0.0000893408],"about_ca_topic_score_codex":0.0000013164013,"about_ca_topic_score_gemma":0.000016217691,"teacher_disagreement_score":0.16309367,"about_ca_system_score_codex":0.000024387826,"about_ca_system_score_gemma":0.000024902432,"threshold_uncertainty_score":0.15446869},"labels":[],"label_agreement":null},{"id":"W2026470633","doi":"10.1115/imece2011-64000","title":"Dynamic Analysis of Three Parallel Beams With Electrostatic Force Interaction","year":2011,"lang":"en","type":"article","venue":"Volume 7: Dynamic Systems and Control; Mechatronics and Intelligent Machines, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cantilever; Equations of motion; Beam (structure); Stability (learning theory); Modal analysis; Time domain; Mechanics; Physics; Materials science; Classical mechanics; Computer science; Acoustics; Structural engineering; Vibration; Engineering; Optics","score_opus":0.007340441391247165,"score_gpt":0.2063119659253203,"score_spread":0.19897152453407313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026470633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60053074,0.012743073,0.38595864,0.000019329042,0.0001241634,0.00036111134,0.00004323138,0.00011851935,0.000101187536],"genre_scores_gemma":[0.9936105,0.00529896,0.0007971872,0.0000096738995,0.0000070168735,0.000065538785,0.000026627118,0.000031045707,0.00015343826],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987817,0.000012469903,0.0004317357,0.0003209711,0.00012546098,0.00032769842],"domain_scores_gemma":[0.99942607,0.00003961079,0.00015584985,0.00023918993,0.000053839773,0.00008546743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015689389,0.00030118288,0.0006486453,0.0002772175,0.00009480957,0.000051429855,0.00009189326,0.00011822709,0.000010011372],"category_scores_gemma":[0.000007634693,0.00022463569,0.000078455014,0.00021998238,0.000088970846,0.00017012074,0.00003422627,0.00018806141,7.6115396e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026089665,0.0007360276,0.0613624,0.004162127,0.026486967,0.000088192166,0.0053991666,0.17521928,0.07439264,0.165815,0.00009535493,0.48363388],"study_design_scores_gemma":[0.0005190767,0.0005322522,0.0026942592,0.000081938,0.00072652835,0.00002892291,0.0003915832,0.992695,0.00006263282,0.0014236843,0.00054884213,0.00029529355],"about_ca_topic_score_codex":0.00045209224,"about_ca_topic_score_gemma":0.0013524705,"teacher_disagreement_score":0.8174757,"about_ca_system_score_codex":0.000046420064,"about_ca_system_score_gemma":0.000010837744,"threshold_uncertainty_score":0.91603774},"labels":[],"label_agreement":null},{"id":"W2026540911","doi":"10.1115/1.1461839","title":"An Embedded Friction Sensor Based on a Strain-Gauged Diaphragm","year":2002,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diaphragm (acoustics); Strain gauge; Finite element method; Mechanical engineering; Process (computing); Shear (geology); Structural engineering; Surface (topology); Engineering; Materials science; Acoustics; Computer science; Vibration; Composite material; Geometry; Physics","score_opus":0.009799777833607347,"score_gpt":0.20749807523484518,"score_spread":0.19769829740123782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026540911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99251485,0.00008586881,0.0065725446,0.000058634178,0.00033941882,0.00004138703,0.0000015904013,0.00020219682,0.00018350991],"genre_scores_gemma":[0.9919009,0.000110531335,0.007848336,0.000025875797,0.00009129944,0.000001362301,1.1225347e-7,0.000015966003,0.0000055682494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909055,0.000001974459,0.00019771254,0.00012092349,0.0003216384,0.00026717474],"domain_scores_gemma":[0.9995954,0.000037997852,0.000048370315,0.00015345597,0.000041157553,0.00012362024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027704093,0.00013713246,0.00015237705,0.0004509314,0.00009540779,0.00007422103,0.00018859359,0.000053401312,0.00001176146],"category_scores_gemma":[0.00007255182,0.00011639777,0.00003417289,0.00018864726,0.000053483607,0.00055578776,0.000010108732,0.0002901603,0.000001868612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030091544,0.00001401765,0.0000064184355,0.00002418263,0.000004948826,0.000022678281,0.00012502194,0.60077786,0.38011554,0.0000144302085,0.00002633689,0.01886554],"study_design_scores_gemma":[0.00037079482,0.00021156638,0.0055291383,0.000108947446,0.000009982851,0.000078129066,0.00024276784,0.34107903,0.6507445,0.000053257972,0.0013220671,0.00024982617],"about_ca_topic_score_codex":5.960616e-7,"about_ca_topic_score_gemma":1.9762444e-7,"teacher_disagreement_score":0.27062896,"about_ca_system_score_codex":0.00008543898,"about_ca_system_score_gemma":0.0000071899326,"threshold_uncertainty_score":0.47465634},"labels":[],"label_agreement":null},{"id":"W2026965105","doi":"10.1007/s11071-009-9603-z","title":"Modeling and analysis of electrostatic MEMS filters","year":2009,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Filter (signal processing); Control theory (sociology); Mechanical filter; Boundary value problem; Voltage; Microelectromechanical systems; Physics; Eigenvalues and eigenvectors; Prototype filter; Microbeam; Filter design; Topology (electrical circuits); Acoustics; Mathematics; Mathematical analysis; Optics; Engineering; Computer science; Optoelectronics; Quantum mechanics; Electrical engineering","score_opus":0.005827841699776968,"score_gpt":0.2272116978348934,"score_spread":0.22138385613511644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026965105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86785287,0.00019965433,0.13152252,0.000031258107,0.000017568114,0.00003388578,0.000021118469,0.00017420082,0.00014689931],"genre_scores_gemma":[0.95823765,0.0005263294,0.041147955,0.000016012427,0.000006431351,9.3657815e-7,0.000041674208,0.0000092221235,0.000013793543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959403,8.452643e-7,0.00013496647,0.00008523002,0.00005766875,0.00012725055],"domain_scores_gemma":[0.99980086,0.000013111533,0.000014566113,0.00013274844,0.000018538249,0.000020179341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029933011,0.00007889995,0.00018077405,0.00017712319,0.000015428339,0.0000059107224,0.000058604703,0.00005310345,0.0000016457872],"category_scores_gemma":[0.000014023309,0.00007698178,0.00004151375,0.00037142728,0.00001701821,0.000049545644,0.000008431203,0.0000922069,3.124397e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003882485,0.000012124831,0.000088251734,0.00001512594,0.00015132147,0.0000017194342,0.000059049475,0.9252517,0.03576522,0.0004927541,0.0000026668208,0.038156148],"study_design_scores_gemma":[0.00006467005,0.00003250516,0.00020923514,0.0000057568313,0.000104479506,7.1106143e-7,0.000051409042,0.9964917,0.00220625,0.0007421785,0.000012004289,0.00007912143],"about_ca_topic_score_codex":0.0000059971167,"about_ca_topic_score_gemma":0.00006613714,"teacher_disagreement_score":0.09038476,"about_ca_system_score_codex":0.000028315233,"about_ca_system_score_gemma":0.0000032654862,"threshold_uncertainty_score":0.31392255},"labels":[],"label_agreement":null},{"id":"W2027733658","doi":"10.1116/1.582171","title":"Bistable microelectrothermal actuator in a standard complementary metal-oxide-semiconductor process","year":2000,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal; CMC Microsystems","keywords":"Materials science; Cantilever; Bistability; Actuator; Surface micromachining; Optoelectronics; Microelectronics; Microelectromechanical systems; Isotropy; Nanotechnology; Composite material; Electrical engineering; Engineering; Optics; Fabrication; Physics","score_opus":0.007151063457359612,"score_gpt":0.24647464434786584,"score_spread":0.23932358089050623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027733658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560046,0.0031264569,0.000084843596,0.0005392843,0.000115911804,0.00017880772,0.000020647456,0.0002086273,0.00012493119],"genre_scores_gemma":[0.9876855,0.0020553202,0.0101148775,0.00004353955,0.000011628638,0.000009401588,5.8231683e-7,0.00002438887,0.00005476532],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981392,0.000006422065,0.0005731385,0.00028796593,0.0003203833,0.0006728649],"domain_scores_gemma":[0.9993606,0.000030352487,0.00015062289,0.00024135929,0.00011943253,0.00009760354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005388901,0.00026131154,0.00051977305,0.0009968661,0.00017755564,0.0000562601,0.0007205658,0.00018562771,0.00020488878],"category_scores_gemma":[0.000029027113,0.00021126284,0.00005862174,0.0017633726,0.0007014872,0.00086052687,0.00007004022,0.00067011244,0.0000041237167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058939,0.000039821476,0.0023921651,0.000029086741,0.00003184934,0.000045634137,0.00018148251,0.00053820095,0.9900388,0.000105213156,0.00015867097,0.006380116],"study_design_scores_gemma":[0.0013766581,0.0006530439,0.002235533,0.00014296977,0.00003313999,0.0004929241,0.0019302773,0.0009662612,0.9791523,0.0048370413,0.007724006,0.0004558434],"about_ca_topic_score_codex":0.000008191087,"about_ca_topic_score_gemma":0.000022650975,"teacher_disagreement_score":0.010886519,"about_ca_system_score_codex":0.00011581179,"about_ca_system_score_gemma":0.0001332365,"threshold_uncertainty_score":0.8615049},"labels":[],"label_agreement":null},{"id":"W2028611295","doi":"10.1049/ip-map:20040898","title":"High-Q silicon micromachined cavity resonators at 30 GHz using the split-block technique","year":2004,"lang":"en","type":"article","venue":"IEE Proceedings - Microwaves Antennas and Propagation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"HFSS; Resonator; Surface micromachining; Fabrication; Materials science; Block (permutation group theory); Wafer; Waveguide; Silicon; Coaxial; Q factor; Optoelectronics; Silicon on insulator; Microelectromechanical systems; Deep reactive-ion etching; Electronic engineering; Acoustics; Electrical engineering; Engineering; Etching (microfabrication); Physics; Composite material","score_opus":0.009057837932470579,"score_gpt":0.21702332576970232,"score_spread":0.20796548783723173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028611295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541545,0.0012001739,0.0016396737,0.00029860807,0.00012245006,0.00065514795,0.000011435716,0.0005717926,0.00008528416],"genre_scores_gemma":[0.9878278,0.0005450168,0.011327412,0.000048531674,0.00008761054,0.00004931616,0.000005311737,0.00005329457,0.000055756478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989037,0.0000029023704,0.00028795967,0.00032993086,0.00012397517,0.00035151342],"domain_scores_gemma":[0.9995869,0.000014814589,0.00010922506,0.00013809066,0.000095709074,0.000055291708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018939559,0.00028685667,0.00023198916,0.00010921216,0.00036439777,0.000092415925,0.0001705603,0.00020041024,0.0000035728015],"category_scores_gemma":[0.00003656589,0.0002134661,0.000054329397,0.0002636255,0.00018142068,0.0002929163,0.0001118782,0.00031288664,0.000004254661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018697829,0.000012759402,0.00010490129,0.0001253237,0.000016878363,0.000002871741,0.0002629056,0.00013999523,0.9967285,0.0010523801,0.000058059497,0.0014767677],"study_design_scores_gemma":[0.00036926413,0.000072352304,0.0008373298,0.000172644,0.000026691918,0.00015908809,0.00025521868,0.0006570484,0.98920244,0.006691138,0.0012409231,0.00031589041],"about_ca_topic_score_codex":0.00009347917,"about_ca_topic_score_gemma":0.000014445294,"teacher_disagreement_score":0.009687738,"about_ca_system_score_codex":0.00019720322,"about_ca_system_score_gemma":0.000017511924,"threshold_uncertainty_score":0.87048954},"labels":[],"label_agreement":null},{"id":"W2030512686","doi":"10.1109/icsens.2012.6411394","title":"Suppression of spurious signals in thermal MEMS gyroscope","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Acceleration; Spurious relationship; SIGNAL (programming language); Rotation (mathematics); Noise (video); Microelectromechanical systems; Physics; Acoustics; Gravitational acceleration; Vibrating structure gyroscope; Thermal; Convection; Mechanics; Gravitation; Computer science; Optoelectronics; Classical mechanics","score_opus":0.011029889553501409,"score_gpt":0.23929089253620262,"score_spread":0.22826100298270122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030512686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885112,0.0010089662,0.00045184264,0.000011372522,0.00013517808,0.00006121976,0.0000010776674,0.0002289752,0.00959014],"genre_scores_gemma":[0.99761194,0.00007921773,0.0021486715,0.000005893824,0.000018928975,0.00000669393,5.7199276e-7,0.000011106731,0.000116965944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996156,0.000001361379,0.000110808585,0.000042752552,0.00005056375,0.00017892844],"domain_scores_gemma":[0.9998265,0.000021785974,0.00001125672,0.000115365736,0.000004880878,0.00002023377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049609393,0.000062699924,0.000102660764,0.000052472034,0.000006346212,0.0000017493941,0.000070575974,0.000063084306,0.00012661733],"category_scores_gemma":[0.0000121099865,0.000047810423,0.000016489046,0.00007850549,0.00001812792,0.00013569226,0.00002775905,0.000074549534,0.000012030696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002000628,0.000015361938,0.0007894013,0.000014069539,0.0000024218405,5.666128e-7,0.00007761795,0.0020333384,0.98971045,0.00009661173,0.00022007817,0.0070380894],"study_design_scores_gemma":[0.00010856378,0.0000117492855,0.004690576,0.000018884828,0.0000010956641,6.1193316e-7,0.00007468484,0.00010334757,0.99334073,0.00015815863,0.0014266663,0.0000649309],"about_ca_topic_score_codex":0.000011687388,"about_ca_topic_score_gemma":0.000005052854,"teacher_disagreement_score":0.009473174,"about_ca_system_score_codex":0.000011024041,"about_ca_system_score_gemma":0.0000015682502,"threshold_uncertainty_score":0.19496524},"labels":[],"label_agreement":null},{"id":"W2030619695","doi":"10.1109/coase.2007.4341760","title":"A MEMS Stage for 3-Axis Nanopositioning","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Fabrication; Plane (geometry); Coupling (piping); Computer science; Topology (electrical circuits); Physics; Engineering; Electrical engineering; Mechanical engineering; Geometry; Optoelectronics; Mathematics","score_opus":0.010457828880085902,"score_gpt":0.24853003729053236,"score_spread":0.23807220841044646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030619695","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33781663,0.00015323509,0.6432534,0.000024891362,0.00015511528,0.00012577689,0.000004176606,0.0014492086,0.017017584],"genre_scores_gemma":[0.9104789,0.000031359545,0.087069556,0.00003055978,0.000038155216,0.00001894126,0.0000031437407,0.000019222798,0.0023101892],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996589,1.1993214e-7,0.00007809924,0.00006188392,0.00003212036,0.00016886812],"domain_scores_gemma":[0.99984366,0.00003518519,0.0000062927516,0.00008560612,0.0000106743,0.000018601966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006211855,0.00005478971,0.000055898745,0.000043535038,0.00003764105,0.000007277013,0.000046425903,0.000047069174,0.000027090075],"category_scores_gemma":[0.000012848375,0.000049747105,0.000023634166,0.000063485604,0.000012223805,0.0000669883,0.00000875421,0.00004232532,0.0000071657514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050568233,0.000005722937,0.000013789409,0.000031492145,0.000012454881,0.0000030024064,0.000055983124,0.0010832766,0.9451904,0.011554598,0.0008565141,0.041187685],"study_design_scores_gemma":[0.00014524352,0.00002836584,0.000080164005,0.000006763829,0.0000018257538,0.0000013576835,0.00028633708,0.00046434376,0.93150324,0.0015858256,0.06579807,0.000098484474],"about_ca_topic_score_codex":0.000003301523,"about_ca_topic_score_gemma":0.000028847964,"teacher_disagreement_score":0.57266223,"about_ca_system_score_codex":0.000023933573,"about_ca_system_score_gemma":0.0000014086793,"threshold_uncertainty_score":0.20286281},"labels":[],"label_agreement":null},{"id":"W2030629268","doi":"10.1117/12.776594","title":"Modeling and simulation of a 2-DOF bidirectional electrothermal microactuator","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microactuator; Computer science; Actuator; Artificial intelligence","score_opus":0.01186293754506618,"score_gpt":0.22191949813018896,"score_spread":0.2100565605851228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030629268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979989,0.00029928653,0.0005303981,0.00014133091,0.000092703725,0.0002839902,0.000020698564,0.00017668011,0.00045603467],"genre_scores_gemma":[0.9407257,0.00037533249,0.05862469,0.000011723587,0.00012549623,0.000052033585,0.000002467797,0.00004720593,0.00003534889],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872714,3.2127887e-9,0.0004735988,0.00021405263,0.00032868836,0.00025651854],"domain_scores_gemma":[0.99907285,0.0000767064,0.00012612477,0.00003783843,0.00063315406,0.00005329818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017135272,0.0002222598,0.00031596137,0.00011099405,0.00006159591,0.000017497168,0.00031299656,0.00016573725,0.000004019014],"category_scores_gemma":[0.00019046161,0.00019770348,0.00026074887,0.00021724247,0.00016949477,0.00036932225,0.000054159813,0.00022920502,2.6547704e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004606155,0.00003983448,0.00008841758,0.00028463098,0.00021118778,4.9312817e-8,0.00014496628,0.04593555,0.9286102,0.024089014,0.0001407358,0.00040934677],"study_design_scores_gemma":[0.000527132,0.00011295198,0.00024928464,0.00012705421,0.000043960987,0.000018119605,0.00029900417,0.54488677,0.4524207,0.0007478033,0.00035824906,0.00020895904],"about_ca_topic_score_codex":0.0000051101492,"about_ca_topic_score_gemma":9.989133e-8,"teacher_disagreement_score":0.49895123,"about_ca_system_score_codex":0.00008213128,"about_ca_system_score_gemma":0.000014778058,"threshold_uncertainty_score":0.8062114},"labels":[],"label_agreement":null},{"id":"W2030776411","doi":"10.1115/imece2004-62212","title":"Mechanical Fastener Designs for Use in the Microassembly of 3D Microstructures","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fastener; Lock (firearm); Mechanical joint; Joint (building); Mechanical engineering; Computer science; Key (lock); Engineering; Structural engineering","score_opus":0.030952948986241496,"score_gpt":0.2499319333654108,"score_spread":0.21897898437916932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030776411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88416743,0.00009637015,0.11516888,0.000058571513,0.000057641584,0.00020824233,0.00001158315,0.00013190371,0.00009939884],"genre_scores_gemma":[0.8352274,0.000025816653,0.16464177,0.00004955898,0.000008949522,0.00002056068,0.0000019306908,0.000011245946,0.000012790776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996229,0.0000015111498,0.00011988958,0.00007643153,0.000039190312,0.00014009577],"domain_scores_gemma":[0.99974984,0.00006482777,0.00001175373,0.00015322198,0.000012513545,0.000007862911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045986184,0.000075762844,0.00009938464,0.000041010575,0.000014490553,0.000009204656,0.00013889208,0.00007558836,0.0000021238932],"category_scores_gemma":[0.00002944009,0.00004710651,0.000031611402,0.00008311328,0.00002270926,0.00006382749,0.000014660249,0.000073144794,7.9683826e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050746576,0.0000077389805,0.000006218189,0.000012932261,0.0000051020975,0.0000011559226,0.000045191184,0.0035664102,0.98863816,0.005718989,0.00012508666,0.001867937],"study_design_scores_gemma":[0.00037551907,0.0000415328,0.00026254167,0.000011970078,0.0000041605294,0.0000061844685,0.00018432116,0.00009893465,0.985543,0.012038738,0.0013532465,0.00007986797],"about_ca_topic_score_codex":0.000021035807,"about_ca_topic_score_gemma":0.00018750604,"teacher_disagreement_score":0.049472895,"about_ca_system_score_codex":0.00001639708,"about_ca_system_score_gemma":0.0000049617747,"threshold_uncertainty_score":0.19209477},"labels":[],"label_agreement":null},{"id":"W2031300519","doi":"10.1088/0960-1317/17/7/014","title":"Automated assembly of hingeless 90° out-of-plane microstructures","year":2007,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microfabrication; Microelectronics; Plane (geometry); Microstructure; Reliability (semiconductor); Finite element method; Repeatability; Point (geometry); Mechanical engineering; Materials science; Computer science; Nanotechnology; Engineering drawing; Engineering; Structural engineering; Composite material; Physics; Fabrication; Geometry; Chemistry","score_opus":0.005703162178108409,"score_gpt":0.21950159019946844,"score_spread":0.21379842802136004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031300519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96392983,0.0051510204,0.029969444,0.0000075217395,0.00070292596,0.00005943671,0.00001727258,0.0001441562,0.000018394001],"genre_scores_gemma":[0.9723319,0.0015169246,0.026055643,0.0000043299747,0.000045533157,2.7159408e-7,0.0000014499519,0.000037342845,0.0000066338494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889416,0.000002131059,0.0006397214,0.00008820017,0.00011043596,0.00026535898],"domain_scores_gemma":[0.9993952,0.000052304204,0.00024381747,0.00013087799,0.00011273461,0.00006506425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028206265,0.00018791242,0.00044737192,0.0003449858,0.000020214142,0.000011118363,0.00019293682,0.00014613573,0.0000025368456],"category_scores_gemma":[0.000029957595,0.00017294717,0.000088492234,0.00015356165,0.000026704774,0.00010584933,0.000047120997,0.00028189263,2.6796903e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016711656,0.000011418072,0.000007456724,0.00023816348,0.00007926376,0.000027767805,0.00016003153,0.0013332877,0.9919136,0.00011927624,0.00013876538,0.0059542414],"study_design_scores_gemma":[0.0004068561,0.00010349047,0.00022269753,0.00024976974,0.000030572963,0.00023520211,0.00018679285,0.0010316557,0.99563617,0.0001218033,0.0016181851,0.00015681768],"about_ca_topic_score_codex":0.0000023492983,"about_ca_topic_score_gemma":0.000004828006,"teacher_disagreement_score":0.008402042,"about_ca_system_score_codex":0.000037999678,"about_ca_system_score_gemma":0.000011854799,"threshold_uncertainty_score":0.70525813},"labels":[],"label_agreement":null},{"id":"W2031435759","doi":"10.1117/12.700565","title":"Stereolithography as a meso-structure for input force reduction to a capacitive force MEMS sensor","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Networks of Centres of Excellence of Canada","keywords":"Microelectromechanical systems; Capacitive sensing; Materials science; Tactile sensor; Capacitance; Electrical engineering; Computer science; Capacitor; Surface micromachining; Fabrication; Optoelectronics; Electrode; Voltage; Engineering","score_opus":0.008661421226839064,"score_gpt":0.23282234766114251,"score_spread":0.22416092643430346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031435759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942465,0.00010244842,0.0014519659,0.0007340751,0.00043445363,0.0012174295,0.00012614788,0.00040279905,0.001284175],"genre_scores_gemma":[0.7232547,0.00008504778,0.27517912,0.00009267158,0.0005792985,0.00029169107,0.000013243434,0.00013418219,0.0003700439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977959,4.3582324e-9,0.00066774146,0.0004249349,0.00048519872,0.0006262569],"domain_scores_gemma":[0.99814624,0.0001312214,0.00021486785,0.00008117301,0.0012653851,0.00016114302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004196515,0.00041898622,0.00046609863,0.00025853084,0.00010998044,0.00007287541,0.000670883,0.00033110907,0.0000043146106],"category_scores_gemma":[0.0004833503,0.00036758903,0.00060372363,0.00055044744,0.00021085661,0.000501128,0.000105450796,0.00037561872,8.0838356e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014427403,0.000027300335,0.00002109044,0.0004391765,0.00035722752,9.705094e-8,0.00042057256,0.00053135265,0.8487584,0.1471671,0.0011932051,0.00094023126],"study_design_scores_gemma":[0.00087442814,0.0004466694,0.00019760468,0.00027184442,0.00011548783,0.000044231754,0.0042298725,0.0027898748,0.97681916,0.008798825,0.0049329503,0.00047904789],"about_ca_topic_score_codex":0.0000060146613,"about_ca_topic_score_gemma":5.4605846e-7,"teacher_disagreement_score":0.27372715,"about_ca_system_score_codex":0.00021208073,"about_ca_system_score_gemma":0.000014867711,"threshold_uncertainty_score":0.99987763},"labels":[],"label_agreement":null},{"id":"W2031532274","doi":"10.1115/imece2003-41568","title":"Modeling and Analysis of RF MEMS Filters","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Cantilever; Microelectromechanical systems; Finite element method; Acoustics; Electronic engineering; Beam (structure); Materials science; Coupling (piping); Radio frequency; Computer science; Engineering; Optoelectronics; Physics; Electrical engineering; Structural engineering","score_opus":0.012689618996984507,"score_gpt":0.22055081663542458,"score_spread":0.20786119763844008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031532274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8561612,0.0003034433,0.13887097,0.000003849591,0.000016723729,0.000015486814,0.0000011248882,0.00015562227,0.0044715987],"genre_scores_gemma":[0.9874005,0.00025777923,0.012280274,0.0000039890074,8.8605606e-7,0.0000014948426,6.040244e-7,0.0000042355514,0.000050253468],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997886,2.9925417e-7,0.000069440495,0.000050474628,0.000027165246,0.00006402109],"domain_scores_gemma":[0.9998834,0.000008177108,0.0000042213437,0.00008618643,0.000006754403,0.000011257706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023280534,0.00004029061,0.00010036078,0.000109323424,0.0000079786205,0.0000023510454,0.0000232859,0.000027150452,0.000020983776],"category_scores_gemma":[0.000012136109,0.000034309098,0.000023855926,0.00021700794,0.000010954159,0.000035750934,0.0000055791015,0.000028499204,3.6208797e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1821937e-7,0.000002646753,0.00014605573,0.000009645858,0.00018713805,4.4773134e-7,0.00003724047,0.8429079,0.15059397,0.0027822733,0.000020323061,0.0033119556],"study_design_scores_gemma":[0.00009472798,0.00000985758,0.00012358766,0.0000046365853,0.00013079752,6.062024e-7,0.000346964,0.7575464,0.2395537,0.001622998,0.00044633463,0.00011936154],"about_ca_topic_score_codex":0.00000803064,"about_ca_topic_score_gemma":0.000016038643,"teacher_disagreement_score":0.1312393,"about_ca_system_score_codex":0.0000044436647,"about_ca_system_score_gemma":7.7204083e-7,"threshold_uncertainty_score":0.13990845},"labels":[],"label_agreement":null},{"id":"W2031805983","doi":"10.1088/0960-1317/13/5/321","title":"A measurement of Young s modulus and residual stress in MEMS bridges using a surface profiler","year":2003,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Profilometer; Microelectromechanical systems; Residual stress; Materials science; Modulus; Deflection (physics); Silicon nitride; Composite material; Young's modulus; Plasma-enhanced chemical vapor deposition; Thin film; Optics; Optoelectronics; Silicon; Nanotechnology; Surface finish; Physics","score_opus":0.01367554054277894,"score_gpt":0.20588843620685657,"score_spread":0.19221289566407762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031805983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726841,0.015130916,0.011810924,0.0000075353037,0.00024519098,0.000086402,0.0000065981208,0.00002218074,0.000006179999],"genre_scores_gemma":[0.98314655,0.0028058907,0.014000771,0.0000012600241,0.0000132527975,6.856715e-7,1.6220274e-7,0.000026981503,0.0000044193266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991702,0.0000051028296,0.00038067947,0.00009923877,0.00013060743,0.00021418472],"domain_scores_gemma":[0.9996774,0.0000085396705,0.00009661247,0.000087457636,0.00008260938,0.000047360176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033353086,0.00015413047,0.00030950987,0.00018574427,0.000018880957,0.00001689398,0.00007210587,0.00007895422,0.000001189536],"category_scores_gemma":[0.00004080801,0.00014908868,0.000032453645,0.0001268269,0.000016188322,0.00012544304,0.000029448958,0.00022856957,7.38529e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000600438,0.000014352932,0.00014866602,0.00017129269,0.00003359383,0.000017610213,0.000108729495,0.017467445,0.9814824,0.00008579293,0.000010753551,0.0004533581],"study_design_scores_gemma":[0.00055693067,0.00006375397,0.0002553944,0.00055897265,0.000021574117,0.00032559814,0.00042987734,0.005567403,0.9918014,0.00011546263,0.00014128088,0.00016238986],"about_ca_topic_score_codex":0.000008916933,"about_ca_topic_score_gemma":0.000010819291,"teacher_disagreement_score":0.012325025,"about_ca_system_score_codex":0.00008547835,"about_ca_system_score_gemma":0.000018530001,"threshold_uncertainty_score":0.607966},"labels":[],"label_agreement":null},{"id":"W2032298623","doi":"10.1088/0960-1317/18/4/045026","title":"Polydimethylglutarimide (PMGI) as a structural material for surface micromachining","year":2008,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Microfabrication; Fabrication; Materials science; Bulk micromachining; Thermal expansion; Modulus; Resist; Young's modulus; Composite material; Layer (electronics); Optoelectronics","score_opus":0.007145456890712908,"score_gpt":0.20348365118141623,"score_spread":0.19633819429070332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032298623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98148197,0.0037426986,0.013500819,0.000033934248,0.00094209536,0.00012306392,0.000032562904,0.00013405953,0.000008801831],"genre_scores_gemma":[0.932567,0.0018294295,0.065339014,0.000018549872,0.0001451559,0.0000018237831,0.0000031800469,0.000065459084,0.000030373802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903053,0.0000029090675,0.00041545863,0.00012818644,0.00008367029,0.00033926286],"domain_scores_gemma":[0.99956965,0.000045516754,0.00011101158,0.000115977644,0.00006702774,0.000090786285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012766705,0.00023539092,0.00037857186,0.00015850904,0.0001055297,0.000031002262,0.00018020009,0.00012423686,0.000008622552],"category_scores_gemma":[0.00002841291,0.00022168993,0.00011503304,0.000095792304,0.000026808193,0.00019032026,0.000050519735,0.00026973613,9.462445e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003109903,0.0000040047826,0.000005157516,0.00006694786,0.00006425867,0.000038402202,0.00017312387,0.0029944517,0.99436826,0.000119707955,0.00018818221,0.0019463872],"study_design_scores_gemma":[0.00073890516,0.00018920522,0.00004634341,0.000087765824,0.000032934906,0.0030429708,0.00011527956,0.003269003,0.98610085,0.000736683,0.0053547816,0.00028525002],"about_ca_topic_score_codex":0.0000053427275,"about_ca_topic_score_gemma":9.464541e-7,"teacher_disagreement_score":0.051838197,"about_ca_system_score_codex":0.000060137194,"about_ca_system_score_gemma":0.000021420017,"threshold_uncertainty_score":0.9040253},"labels":[],"label_agreement":null},{"id":"W2032549074","doi":"10.1115/detc2014-34817","title":"Actuation of a Frequency Modulated MEMS Gyroscope","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Breadboard; Gyroscope; RLC circuit; SIGNAL (programming language); Frequency modulation; Voltage-controlled oscillator; Feed forward; Signal generator; Electronic circuit; Electronic filter; Control theory (sociology); Vibrating structure gyroscope; Frequency multiplier; Engineering; Electronic engineering; Computer science; Electrical engineering; Radio frequency; Voltage; Capacitor; CMOS","score_opus":0.005720795385113367,"score_gpt":0.19797095276395035,"score_spread":0.192250157378837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032549074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9017758,0.00005307361,0.08114103,0.000019218063,0.0000864234,0.000047960442,6.923128e-7,0.0006597837,0.016216027],"genre_scores_gemma":[0.98742706,0.00004525967,0.0124084065,0.000005809465,0.00000924305,0.0000043425352,0.0000017316225,0.000009032165,0.00008912553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997364,5.8546334e-7,0.0000914539,0.000051989824,0.00004267573,0.00007686384],"domain_scores_gemma":[0.9998129,0.000013700003,0.000012649837,0.00013357769,0.000016060818,0.000011126425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029665272,0.000050692823,0.00007669093,0.000039694536,0.000008800041,0.0000024138649,0.00005626785,0.000051364084,0.000042823645],"category_scores_gemma":[0.000036057474,0.00004251471,0.000014309856,0.00008640451,0.00001535341,0.00006950348,0.000008169539,0.000041515057,0.000012549823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.5306027e-7,0.0000030865358,0.00002005235,0.000010561309,0.00000444636,7.234109e-8,0.000015493979,0.002317262,0.9753701,0.0021237035,0.00008446838,0.020050364],"study_design_scores_gemma":[0.00010486537,0.000028465165,0.001017776,0.000009613944,0.0000024849207,3.8520662e-7,0.000016187609,0.007977067,0.97629744,0.013692903,0.00078268355,0.00007011935],"about_ca_topic_score_codex":0.000013982359,"about_ca_topic_score_gemma":0.0000103348,"teacher_disagreement_score":0.08565126,"about_ca_system_score_codex":0.000010085109,"about_ca_system_score_gemma":0.0000015373929,"threshold_uncertainty_score":0.17336994},"labels":[],"label_agreement":null},{"id":"W2033402165","doi":"10.1002/mop.21524","title":"Switchable patterned centre‐conductor CPW filter using RF MEMS","year":2006,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Coplanar waveguide; Conductor; Microwave; Microelectromechanical systems; Band-stop filter; Optoelectronics; Filter (signal processing); Materials science; Line (geometry); Electrical engineering; Electronic engineering; Engineering; Low-pass filter; Telecommunications","score_opus":0.008969371970006003,"score_gpt":0.19852445705497443,"score_spread":0.18955508508496843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033402165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860721,0.00058101583,0.0091349995,0.0025176802,0.00016353963,0.00012948512,0.0000058996375,0.0010844467,0.00031082178],"genre_scores_gemma":[0.97867644,0.000060753322,0.020692687,0.00036971865,0.00007504935,0.000009135637,0.0000060674297,0.000044782755,0.00006537368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988498,0.0000015636789,0.00022919982,0.00030946863,0.00006995666,0.0005400014],"domain_scores_gemma":[0.99960506,0.000025797826,0.000026707432,0.00028627017,0.000016839853,0.000039341645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037179165,0.00024518173,0.00026833822,0.00022600869,0.000077601144,0.000030372186,0.00016885567,0.00032609282,0.000021502825],"category_scores_gemma":[0.000013267566,0.00023022295,0.000049331564,0.00022597783,0.00031988102,0.00011405868,0.00011016388,0.00036915985,0.000024696661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000272123,0.000013298579,0.00051689293,0.0000217402,0.000023295446,0.000057853824,0.000008102651,0.00012945372,0.9932624,0.0007132594,0.0010180307,0.0042329156],"study_design_scores_gemma":[0.00035500294,0.000017851675,0.0001646338,0.000031197203,0.000022184444,0.00006521539,0.00008486255,0.00030107854,0.98958755,0.003014869,0.006042275,0.00031327066],"about_ca_topic_score_codex":0.000013652475,"about_ca_topic_score_gemma":0.000017810453,"teacher_disagreement_score":0.011557687,"about_ca_system_score_codex":0.000055691347,"about_ca_system_score_gemma":0.0000035893095,"threshold_uncertainty_score":0.938822},"labels":[],"label_agreement":null},{"id":"W2033787275","doi":"10.1109/isie.2006.295998","title":"Nonlinear versus Linear Deflection Analysis of Microcantilever","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Nonlinear system; Microelectromechanical systems; Deflection (physics); Finite element method; Scaling; Linear system; Actuator; Mathematical analysis; Mathematics; Control theory (sociology); Computer science; Applied mathematics; Physics; Structural engineering; Materials science; Engineering; Geometry; Classical mechanics; Nanotechnology","score_opus":0.010064578163560853,"score_gpt":0.24004386444140324,"score_spread":0.2299792862778424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033787275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694266,0.00011888663,0.022789216,0.000006657482,0.00012178431,0.000028797247,0.0000071308755,0.0004665398,0.0070344103],"genre_scores_gemma":[0.9615221,0.00006996491,0.038050152,0.0000027185397,0.000032669053,0.000002218965,0.000014558643,0.000010419786,0.00029521735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996698,6.016083e-7,0.00011729774,0.00007011958,0.000047523827,0.00009467197],"domain_scores_gemma":[0.9998197,0.000017431776,0.000014959324,0.000118375225,0.000021682132,0.000007876266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015702271,0.000061544844,0.000126108,0.00020071944,0.000012966739,0.0000023423647,0.000047090412,0.00005628758,0.0000505455],"category_scores_gemma":[0.000005028427,0.00005622696,0.00006780221,0.0006130307,0.000019221801,0.00004419457,0.000009942822,0.000049483948,0.0000066526386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021964312,0.000031302967,0.0005048644,0.000015125658,0.00040773224,0.0000016371955,0.000009188232,0.14295188,0.8499917,0.00047471217,0.0008578194,0.004732073],"study_design_scores_gemma":[0.00026400428,0.000029314917,0.0024752943,0.0000025535392,0.00020835707,3.0417524e-7,0.000033568598,0.0517865,0.932326,0.000083817846,0.012672953,0.00011732099],"about_ca_topic_score_codex":0.00014144577,"about_ca_topic_score_gemma":0.00053117156,"teacher_disagreement_score":0.09116538,"about_ca_system_score_codex":0.000018444525,"about_ca_system_score_gemma":0.0000023224525,"threshold_uncertainty_score":0.22928688},"labels":[],"label_agreement":null},{"id":"W2034892683","doi":"10.1109/iscas.2010.5537915","title":"A low-noise high-sensitivity readout circuit for MEMS capacitive sensors","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Capacitive sensing; Capacitance; Capacitor; Correlated double sampling; Electrical engineering; Sensitivity (control systems); Electronic engineering; Amplifier; CMOS; Noise (video); Voltage; Physics; Computer science; Engineering; Electrode","score_opus":0.010214909433105167,"score_gpt":0.2126406262273881,"score_spread":0.20242571679428295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034892683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96385306,0.000009471964,0.028595878,0.000077401484,0.00060860073,0.0002884307,0.00005118373,0.0016915391,0.0048244335],"genre_scores_gemma":[0.9914143,0.000021532749,0.007501514,0.000030070374,0.00011645132,0.000049982846,0.0000071866075,0.000041083553,0.0008178443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992707,0.0000018196183,0.00013242885,0.00020075032,0.00007689752,0.0003174057],"domain_scores_gemma":[0.9994167,0.00014753609,0.000020817897,0.00029907146,0.000057782774,0.000058069953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009812479,0.00017029415,0.00020050818,0.0000734827,0.00006029137,0.000017269827,0.00007171856,0.00018840429,0.000037621834],"category_scores_gemma":[0.00014558928,0.00015358487,0.00006586075,0.000095194766,0.00009346646,0.00013197532,0.000021350428,0.0002915612,0.000036904483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004497524,0.000013012299,0.000008327773,0.000027589478,0.000019269559,0.000009533512,0.000078426136,0.00041992893,0.98204726,0.008931401,0.0006548132,0.0077859517],"study_design_scores_gemma":[0.00029321678,0.000028093991,0.00046671295,0.000012108883,0.000009755899,0.000014954662,0.00018179092,0.0010814749,0.9861321,0.0069343797,0.0045826896,0.00026272202],"about_ca_topic_score_codex":0.00004556155,"about_ca_topic_score_gemma":0.00030667434,"teacher_disagreement_score":0.027561273,"about_ca_system_score_codex":0.00002735453,"about_ca_system_score_gemma":0.000007010331,"threshold_uncertainty_score":0.6263009},"labels":[],"label_agreement":null},{"id":"W2035756086","doi":"10.1155/2008/283451","title":"A Pull‐in Based Test Mechanism for Device Diagnostic and Process Characterization","year":2008,"lang":"en","type":"article","venue":"VLSI design","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microelectromechanical systems; Capacitive sensing; Accelerometer; Characterization (materials science); Voltage; Process (computing); Electronic engineering; Materials science; Computer science; Engineering; Optoelectronics; Nanotechnology; Electrical engineering","score_opus":0.0247649382164066,"score_gpt":0.22548614299167724,"score_spread":0.20072120477527064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035756086","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43339264,0.00005491234,0.5657256,0.000046884175,0.000036239227,0.00039360416,0.000009770623,0.00032511592,0.000015165305],"genre_scores_gemma":[0.98360944,0.00019729887,0.015781635,0.000044333563,0.00001610519,0.00030298327,0.000009094273,0.00002378642,0.000015306343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960184,0.0000020478253,0.000096612624,0.00011301364,0.000041171174,0.00014530784],"domain_scores_gemma":[0.9995517,0.00031449585,0.000016592352,0.00007466572,0.000022206597,0.00002034806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004133885,0.00008939596,0.00009845726,0.000075138465,0.00004068652,0.0000071199183,0.000050660685,0.00006577982,0.0000016011346],"category_scores_gemma":[0.00036748426,0.000088333756,0.000009464383,0.00013085514,0.000015410575,0.000104327555,0.000004471334,0.00005198618,0.0000015988036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070212373,0.00003533651,0.000345089,0.00015826891,0.000003729138,0.000019669204,0.00009649813,0.0029719307,0.9888481,0.0003051154,0.000029175742,0.0071800593],"study_design_scores_gemma":[0.0007202974,0.00014413863,0.006596536,0.00010150991,0.000009271579,0.000014202506,0.000031242656,0.07697824,0.9116133,0.003181765,0.00032587833,0.00028362317],"about_ca_topic_score_codex":0.0000010043183,"about_ca_topic_score_gemma":0.0000022065376,"teacher_disagreement_score":0.5502168,"about_ca_system_score_codex":0.000017285378,"about_ca_system_score_gemma":0.000010807616,"threshold_uncertainty_score":0.3602146},"labels":[],"label_agreement":null},{"id":"W2035844061","doi":"10.1007/s00542-006-0213-0","title":"Fabrication of RF MEMS variable capacitors by deep X-ray lithography and electroplating","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Electroplating; Cantilever; Materials science; Microelectromechanical systems; Fabrication; Capacitor; Lithography; Capacitance; Resist; Variable capacitor; Optoelectronics; Layer (electronics); Plating (geology); LIGA; Composite material; Electrical engineering; Electrode; Engineering; Physics","score_opus":0.0023453207707898596,"score_gpt":0.16538167533410697,"score_spread":0.1630363545633171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035844061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9367153,0.016730748,0.040864266,0.000030628773,0.00012084667,0.00025285603,0.000028652583,0.0047258358,0.00053088524],"genre_scores_gemma":[0.9784907,0.0006335047,0.020726914,0.0000012378381,0.000014147657,0.000058821708,0.000010297438,0.000030006217,0.00003433964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990003,0.0000023972568,0.00034618587,0.00023545622,0.00009996764,0.00031570386],"domain_scores_gemma":[0.99941486,0.00006159647,0.000111309484,0.00034076674,0.00006097957,0.000010493487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090142166,0.00020311287,0.00029195927,0.0002524442,0.000082648985,0.000029057795,0.00022561825,0.00033272363,0.0000010904492],"category_scores_gemma":[0.000059455822,0.00018810896,0.000037895687,0.0005954,0.0001652056,0.00014025098,0.000061580664,0.00021883781,0.0000014029233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001469837,0.000010165213,0.0013993469,0.00018553375,0.000019379164,6.225444e-7,0.00001561132,0.0002862468,0.98870224,0.0015384756,0.0006564754,0.0071844617],"study_design_scores_gemma":[0.0001467182,0.000047585196,0.00019929137,0.00008359564,0.000012575615,0.000009106802,0.0012234105,0.00027492718,0.98670316,0.0039364942,0.0071368213,0.00022630833],"about_ca_topic_score_codex":0.0001064371,"about_ca_topic_score_gemma":0.000023289913,"teacher_disagreement_score":0.04177545,"about_ca_system_score_codex":0.00004950975,"about_ca_system_score_gemma":0.0000044190942,"threshold_uncertainty_score":0.767086},"labels":[],"label_agreement":null},{"id":"W2035920821","doi":"10.1016/j.sna.2008.08.014","title":"Linear frictional micro-conveyors","year":2008,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Clamping; Voltage; Stiction; Actuator; Acoustics; Engineering; Mechanical engineering; Control theory (sociology); Mechanics; Electrical engineering; Physics; Computer science; Microelectromechanical systems","score_opus":0.008933998695821307,"score_gpt":0.20565459582030046,"score_spread":0.19672059712447915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035920821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984363,0.00007275353,0.00034577196,0.00005546414,0.00009926989,0.000048031365,0.000006425718,0.00044832737,0.00048765715],"genre_scores_gemma":[0.9972358,0.00025750004,0.0021082975,0.000022324908,0.0002097057,0.000004907629,0.0000028528912,0.000021933209,0.00013672038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951035,0.0000018914586,0.00008141044,0.00014002186,0.00008117575,0.00018515873],"domain_scores_gemma":[0.9997774,0.00003454688,0.000011918567,0.00010502664,0.000012912015,0.000058214213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011276662,0.00013205092,0.00015200108,0.000042548378,0.00010063486,0.0000051773995,0.00004841258,0.000059449856,0.0000068854447],"category_scores_gemma":[0.0000109542125,0.00011274491,0.000049797207,0.00009831373,0.00009388588,0.00008038804,0.00002252261,0.0001720395,0.000027591186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044622026,0.00031274656,0.0014334319,0.000099411656,0.00020695357,0.00019357541,0.002978417,0.0029070203,0.92052823,0.010687828,0.010792993,0.049814757],"study_design_scores_gemma":[0.0013934094,0.00025135546,0.012307452,0.00004817174,0.000044605877,0.00032103443,0.00062274595,0.034438476,0.80604154,0.0117416205,0.13137308,0.0014164923],"about_ca_topic_score_codex":0.000002666136,"about_ca_topic_score_gemma":3.6268617e-7,"teacher_disagreement_score":0.12058009,"about_ca_system_score_codex":0.0000141644,"about_ca_system_score_gemma":0.0000051752504,"threshold_uncertainty_score":0.45976037},"labels":[],"label_agreement":null},{"id":"W2036380431","doi":"10.1016/j.hitech.2013.12.005","title":"Virtual broker system to manage research and development for micro electro mechanical systems","year":2014,"lang":"en","type":"article","venue":"The Journal of High Technology Management Research","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanoelectromechanical systems; Microelectromechanical systems; New product development; Systems engineering; Order (exchange); Computer science; Manufacturing engineering; Nanotechnology; Engineering; Business; Materials science","score_opus":0.03353424790997686,"score_gpt":0.3157456251333036,"score_spread":0.2822113772233268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036380431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8538372,0.0012818195,0.1398425,0.0020773234,0.00031943427,0.001568647,0.0000019084769,0.00043934427,0.0006318484],"genre_scores_gemma":[0.9839896,0.00064076256,0.014288247,0.000008187615,0.00007946485,0.00017588215,5.915827e-7,0.000045142708,0.0007721406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976077,0.00009397683,0.0004900374,0.00022450421,0.0006997853,0.0008839777],"domain_scores_gemma":[0.9984098,0.00048291942,0.00006232074,0.0005303337,0.00042731353,0.000087308064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007128191,0.00017208206,0.0003492727,0.0019964066,0.00043614392,0.00006715784,0.0011939849,0.00021198689,0.0000018353796],"category_scores_gemma":[0.00016303075,0.00012011044,0.000027330316,0.0010226502,0.00027986307,0.000085871354,0.0007153097,0.0011222351,0.000028627323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005107319,0.000121530225,0.000015173922,0.0012399094,0.00074834464,0.000092727016,0.00026550688,0.0027945437,0.16812386,0.6755069,0.021763371,0.12881744],"study_design_scores_gemma":[0.0024686414,0.004700538,0.00024044729,0.0010458722,0.00006694987,0.00041195066,0.017547354,0.0020647969,0.37063992,0.028808193,0.5713873,0.0006180069],"about_ca_topic_score_codex":0.000006177122,"about_ca_topic_score_gemma":0.0000071208715,"teacher_disagreement_score":0.64669865,"about_ca_system_score_codex":0.0003542909,"about_ca_system_score_gemma":0.000014947735,"threshold_uncertainty_score":0.48979613},"labels":[],"label_agreement":null},{"id":"W2036520791","doi":"10.1088/0960-1317/16/10/026","title":"A planar self-sacrificial multilayer SU-8-based MEMS process utilizing a UV-blocking layer for the creation of freely moving parts","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Blocking (statistics); Microelectromechanical systems; Planar; Layer (electronics); Process (computing); Materials science; Nanotechnology; Optoelectronics; Thin layer; Computer science; Electronic engineering; Engineering; Computer network; Operating system","score_opus":0.01055201509681308,"score_gpt":0.2252540488378303,"score_spread":0.2147020337410172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036520791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7403595,0.0039332295,0.2550111,0.000046459118,0.00029135254,0.00021789891,0.000016652335,0.000112480135,0.000011341998],"genre_scores_gemma":[0.98269457,0.00028599994,0.0168046,0.000009616646,0.0001367111,0.000011962725,0.0000018298249,0.00005028095,0.000004458539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989566,0.000002803348,0.0005053543,0.00012238101,0.00012567574,0.00028715355],"domain_scores_gemma":[0.9993561,0.00013190886,0.00020822161,0.00012477947,0.0001435962,0.000035410743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656568,0.00020590702,0.0003191925,0.00021197993,0.00009611954,0.000045360506,0.00017889692,0.000114948845,0.0000014362649],"category_scores_gemma":[0.000038622187,0.00016591072,0.00011792007,0.00015684818,0.000016556272,0.00014092389,0.0000166129,0.00024354822,1.11608315e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022981963,0.000023981553,0.000017179285,0.00025317183,0.00005982431,0.000005752191,0.00014183558,0.072339624,0.9246732,0.00026698114,0.00009025452,0.0021052228],"study_design_scores_gemma":[0.000795539,0.00009509664,0.000064612264,0.0003192985,0.00009810844,0.00007230253,0.00041993966,0.13017465,0.86425674,0.000575452,0.0029117214,0.00021656859],"about_ca_topic_score_codex":0.000010765474,"about_ca_topic_score_gemma":0.0000125516935,"teacher_disagreement_score":0.24233508,"about_ca_system_score_codex":0.000055234177,"about_ca_system_score_gemma":0.000024817537,"threshold_uncertainty_score":0.6765643},"labels":[],"label_agreement":null},{"id":"W2036762808","doi":"10.1088/0960-1317/21/4/045001","title":"Measurement of MEMS thermal actuator time constant using image blur","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Amplitude; Time constant; Constant (computer programming); Thermal; Microelectromechanical systems; Optics; Acoustics; Motion blur; Thermal conduction; Materials science; Control theory (sociology); Mechanics; Physics; Engineering; Computer science; Image (mathematics); Artificial intelligence; Electrical engineering; Optoelectronics","score_opus":0.016900535008456233,"score_gpt":0.18843200202164853,"score_spread":0.1715314670131923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036762808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634434,0.003742664,0.032377027,0.0000040368577,0.0002387726,0.00006932731,0.0000067316887,0.00005707652,0.00006097075],"genre_scores_gemma":[0.95139116,0.00081388967,0.047716286,0.0000033922947,0.000031848995,6.2852484e-7,1.4047247e-7,0.00003959888,0.0000030778892],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999143,0.000002509948,0.0004187423,0.00008121125,0.00013371023,0.00022080295],"domain_scores_gemma":[0.999517,0.000008361825,0.00014687076,0.00012057507,0.00014163574,0.00006555127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025286403,0.00017258995,0.00033218556,0.00019111217,0.000023614108,0.000010863336,0.00014735403,0.000079914666,0.000021832757],"category_scores_gemma":[0.00002071449,0.00015377972,0.00008674612,0.00009755055,0.000027723605,0.00015747525,0.000046208505,0.00020980307,9.837378e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011765587,0.000017017168,0.0000013604147,0.00007946693,0.00009457662,0.000022507631,0.00014706628,0.00021356459,0.99701124,0.000051901214,0.000020520201,0.002329028],"study_design_scores_gemma":[0.0003605379,0.000092673734,0.000021412076,0.0002536762,0.000047862923,0.00023044566,0.00012448737,0.0022520393,0.99601656,0.00013336686,0.00030919982,0.0001577344],"about_ca_topic_score_codex":0.0000027717858,"about_ca_topic_score_gemma":4.9413745e-7,"teacher_disagreement_score":0.01533926,"about_ca_system_score_codex":0.0000711187,"about_ca_system_score_gemma":0.000020502042,"threshold_uncertainty_score":0.6270955},"labels":[],"label_agreement":null},{"id":"W2036780217","doi":"10.1109/newcas.2014.6934032","title":"Non-linear modeling of MEMS-based oscillators using an analog hardware description language","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Transimpedance amplifier; Resonator; Microelectromechanical systems; Electronic engineering; CMOS; Phase noise; Hardware description language; Amplifier; Computer science; Biasing; Voltage; Operational amplifier; Engineering; Electrical engineering; Physics; Optoelectronics; Embedded system","score_opus":0.028571907960156597,"score_gpt":0.2588244869467041,"score_spread":0.23025257898654752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036780217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58762586,0.000034780925,0.41159028,0.0000019830131,0.000058184574,0.000037755784,0.0000018148511,0.0003382525,0.0003110588],"genre_scores_gemma":[0.9464123,0.0000078716985,0.053489532,0.000012104331,0.000034081346,0.0000020655257,0.000006348142,0.000024647503,0.0000110007195],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994577,0.000002240042,0.00016055198,0.000118764205,0.00008660037,0.00017415208],"domain_scores_gemma":[0.9996494,0.000008125047,0.000022606495,0.00024831592,0.000034397475,0.00003716677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009260895,0.00010821808,0.00015631029,0.000118081894,0.0000331022,0.00000779046,0.00009643526,0.00008906324,0.000012420438],"category_scores_gemma":[0.00002320183,0.000098500015,0.000038084625,0.00013287317,0.000021214306,0.00016930746,0.00001552404,0.00008924584,0.0000021652438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015485219,0.0000054550032,0.000057755864,0.000023091387,0.0000035358426,3.9990266e-7,0.00003800126,0.6512134,0.34719837,0.000035386358,0.0000030625963,0.001419967],"study_design_scores_gemma":[0.00012460026,0.000025811776,0.000022853756,0.000023309707,0.0000061452392,5.3920206e-7,0.00024264383,0.7963366,0.2029732,0.000103921964,0.000040905874,0.00009946966],"about_ca_topic_score_codex":0.00011026255,"about_ca_topic_score_gemma":0.00006179279,"teacher_disagreement_score":0.35878646,"about_ca_system_score_codex":0.000034863526,"about_ca_system_score_gemma":0.0000070267115,"threshold_uncertainty_score":0.4016714},"labels":[],"label_agreement":null},{"id":"W2037491628","doi":"10.1115/imece2006-14136","title":"Characterization of a Tunable MEMS RF Filter","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Passband; Galerkin method; Control theory (sociology); Filter (signal processing); SIGNAL (programming language); Nonlinear system; Discretization; Resonator; Physics; Ordinary differential equation; Voltage; Topology (electrical circuits); Band-pass filter; Mathematics; Differential equation; Mathematical analysis; Computer science; Optics","score_opus":0.005494552619172346,"score_gpt":0.17297913327152933,"score_spread":0.167484580652357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037491628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7562738,0.000070806745,0.23450255,0.0000174376,0.00021985348,0.00024129609,0.000018405117,0.00090912596,0.0077467356],"genre_scores_gemma":[0.9957676,0.000080007165,0.003838893,0.000013596248,0.000041112515,0.0000397996,0.00003485324,0.000027939455,0.00015621509],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995367,3.5380626e-7,0.00014701484,0.00009412743,0.00007220972,0.00014958085],"domain_scores_gemma":[0.9997568,0.000006828047,0.000033222695,0.00017653678,0.000014431326,0.000012150779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002805756,0.00009241332,0.00012557358,0.00005232733,0.000018719516,0.0000054254942,0.00008509113,0.0000910939,0.00002430039],"category_scores_gemma":[0.000002098726,0.000092541995,0.000021846103,0.00013517709,0.000007188698,0.00005019483,0.000024350911,0.00007046943,0.000015620966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021249275,0.000009032609,3.2426817e-7,0.000024380857,0.0000044795092,4.951913e-7,0.000010000546,0.00044761514,0.94291425,0.053199142,0.0000935045,0.003294682],"study_design_scores_gemma":[0.00012812037,0.000009102939,0.000021767131,0.000007134144,0.0000054738007,8.0955476e-7,0.000021026837,0.0009912986,0.9630035,0.026192995,0.009517814,0.00010095014],"about_ca_topic_score_codex":0.000003731674,"about_ca_topic_score_gemma":0.000003716669,"teacher_disagreement_score":0.23949379,"about_ca_system_score_codex":0.000018553186,"about_ca_system_score_gemma":0.000003349797,"threshold_uncertainty_score":0.3773753},"labels":[],"label_agreement":null},{"id":"W2038173552","doi":"10.1088/0960-1317/18/6/065009","title":"Planar frictional micro-conveyors with two degrees of freedom","year":2008,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Planar; Fabrication; Rotational speed; Mechanical engineering; Actuator; Engineering; Materials science; Electrical engineering; Computer science","score_opus":0.007121774776599231,"score_gpt":0.17377380457472502,"score_spread":0.1666520297981258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038173552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95055646,0.004781709,0.044238187,0.000016701288,0.00025176615,0.00005210157,0.000014038001,0.00006642754,0.000022610717],"genre_scores_gemma":[0.9026502,0.0037283788,0.09348466,0.0000041224835,0.000070969974,0.0000013071486,0.0000012238527,0.00003949943,0.000019662326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992344,0.000001991408,0.00035287428,0.00009182707,0.00011209694,0.0002068143],"domain_scores_gemma":[0.99958163,0.000029872836,0.00012334644,0.00010853018,0.0000911705,0.00006544429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079601465,0.00017918255,0.0003284286,0.00026682866,0.00004608466,0.0000077217555,0.00014630961,0.00007054108,0.0000049648734],"category_scores_gemma":[0.000009273115,0.00015036592,0.000066947425,0.00015813841,0.00003682944,0.00014210235,0.000022326167,0.0002776578,6.499689e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019232213,0.000014500864,0.00006009341,0.00005590738,0.00009669259,0.00006536606,0.00011191704,0.023275977,0.97525513,0.0003225311,0.00021854322,0.000504127],"study_design_scores_gemma":[0.0021728917,0.00046940826,0.0009125019,0.00041038945,0.00007355969,0.007595662,0.00034753678,0.0057617603,0.976472,0.0002353241,0.0050662393,0.000482692],"about_ca_topic_score_codex":0.000005264164,"about_ca_topic_score_gemma":0.000004084936,"teacher_disagreement_score":0.049246475,"about_ca_system_score_codex":0.000037391794,"about_ca_system_score_gemma":0.000019715793,"threshold_uncertainty_score":0.6131744},"labels":[],"label_agreement":null},{"id":"W2038417170","doi":"10.1109/cjece.2006.259190","title":"A high-tuning-range MEMS variable capacitor using carrier beams","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Variable capacitor; Microelectromechanical systems; Capacitor; Range (aeronautics); Materials science; Variable (mathematics); Electronic engineering; Optoelectronics; Electrical engineering; Engineering; Composite material; Mathematics; Voltage","score_opus":0.0046852979107615675,"score_gpt":0.15545813802599528,"score_spread":0.15077284011523373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038417170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60244024,0.0025485482,0.39423132,0.000016394766,0.00061382353,0.000038264618,0.000005092839,0.000076571654,0.000029708392],"genre_scores_gemma":[0.9564676,0.000029285673,0.042743217,0.000015732694,0.0006984971,0.0000011962137,8.2531443e-7,0.00003025287,0.000013344101],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992157,0.000002018452,0.00023661077,0.00008821028,0.00007801597,0.00037942184],"domain_scores_gemma":[0.99956167,0.00003808496,0.000033957505,0.000078028796,0.000048835354,0.00023943331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057730347,0.00015149875,0.00023895013,0.00029791926,0.00006058578,0.00005301104,0.00012143621,0.00010144037,0.000005546277],"category_scores_gemma":[0.000015015804,0.00014490723,0.000043164437,0.00030098995,0.000022075974,0.00014386604,0.000007995144,0.0003288824,3.2895963e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036466502,0.00000793571,0.000410981,0.000056659002,0.00009289353,0.00028890817,0.00005999459,0.92351615,0.058856748,0.004961681,0.0012804593,0.010463949],"study_design_scores_gemma":[0.0009655589,0.00030155623,0.0031117906,0.0002539826,0.00008049596,0.0012839438,0.000013744003,0.9346928,0.013428807,0.0023127513,0.042656403,0.00089816866],"about_ca_topic_score_codex":0.0011473784,"about_ca_topic_score_gemma":0.00014025679,"teacher_disagreement_score":0.3540274,"about_ca_system_score_codex":0.00014858131,"about_ca_system_score_gemma":0.000066750414,"threshold_uncertainty_score":0.59091455},"labels":[],"label_agreement":null},{"id":"W2038527291","doi":"10.1109/nems.2014.6908880","title":"The application of a new beam-rigid body MEMS gyroscope in the frequency-modulation mode","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gyroscope; Vibrating structure gyroscope; Discretization; Cantilever; Natural frequency; Physics; Beam (structure); Control theory (sociology); Microelectromechanical systems; Frequency modulation; Modulation (music); Acoustics; Mechanics; Optics; Vibration; Engineering; Computer science; Mathematical analysis; Mathematics; Radio frequency; Structural engineering; Optoelectronics","score_opus":0.011892794219638295,"score_gpt":0.2681972189724865,"score_spread":0.2563044247528482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038527291","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47228557,0.0009885123,0.51722103,0.0005102403,0.00033647812,0.0011722329,0.000008643444,0.0006503635,0.006826918],"genre_scores_gemma":[0.9936652,0.00067319913,0.0052176253,0.000017396522,0.00007787121,0.00020066385,0.000023604485,0.000024920928,0.000099486606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913985,0.000005123593,0.00032337796,0.0002011459,0.00015909749,0.00017138595],"domain_scores_gemma":[0.99890137,0.000094277275,0.00009776135,0.0008632023,0.000027608647,0.000015781965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019945695,0.00018078984,0.00020345782,0.000066241744,0.00004241778,0.000026987338,0.0005756087,0.00025627503,0.0000027769536],"category_scores_gemma":[0.00004744672,0.00010648521,0.00005705551,0.00012961637,0.00004960736,0.000052514104,0.000113546535,0.00044734316,0.0000065612926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068825875,0.000025190908,0.0001520359,0.00017049494,0.00004226172,3.9170982e-7,0.00043057124,0.557779,0.33224505,0.02945482,0.0013657546,0.07832751],"study_design_scores_gemma":[0.0003758843,0.000049383987,0.004925571,0.00015198598,0.000033278433,0.0000024582778,0.00034350378,0.20026028,0.17558564,0.60097146,0.016716395,0.00058418256],"about_ca_topic_score_codex":0.0008000774,"about_ca_topic_score_gemma":0.00062413746,"teacher_disagreement_score":0.57151663,"about_ca_system_score_codex":0.000059972663,"about_ca_system_score_gemma":0.00002459877,"threshold_uncertainty_score":0.4342341},"labels":[],"label_agreement":null},{"id":"W2039112598","doi":"10.1109/icsens.2012.6411060","title":"A sensitive interface circuit with wide dynamic range for capacitive sensors","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capacitive sensing; CMOS; Robustness (evolution); Electronic engineering; Topology (electrical circuits); Electrical engineering; Computer science; Voltage; Dynamic range; Engineering","score_opus":0.011296009163725562,"score_gpt":0.22559854691442782,"score_spread":0.21430253775070227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039112598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7002589,0.00014232437,0.2937346,0.00004782313,0.00009246428,0.00027643895,0.000020359868,0.0008392595,0.00458781],"genre_scores_gemma":[0.9919066,0.000029873367,0.007166544,0.000026746573,0.000020473903,0.000048244463,0.000002561285,0.000037552312,0.0007613953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994275,0.0000019909512,0.000081330014,0.00010577227,0.00005121607,0.000332198],"domain_scores_gemma":[0.99966544,0.00010781036,0.000015651562,0.00013017707,0.000035292294,0.000045606826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042487933,0.00014226757,0.0001484712,0.00005435308,0.000033303673,0.0000067076894,0.000044816014,0.000070607566,0.000008607368],"category_scores_gemma":[0.00003082139,0.00011089411,0.000031338106,0.00008113573,0.0000620125,0.00018450407,0.000012598423,0.00011213809,0.000018831566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031018103,0.00016358362,0.0010122255,0.0005173667,0.0009704585,0.00004077623,0.011879475,0.025658779,0.9030913,0.014093249,0.004959563,0.03730304],"study_design_scores_gemma":[0.001029121,0.0001823018,0.0023439527,0.000098928635,0.000049009646,0.00006857941,0.008172665,0.006032035,0.97465295,0.0010549776,0.005642219,0.0006732353],"about_ca_topic_score_codex":0.000006598365,"about_ca_topic_score_gemma":0.000045487104,"teacher_disagreement_score":0.2916477,"about_ca_system_score_codex":0.00007784925,"about_ca_system_score_gemma":0.0000029912358,"threshold_uncertainty_score":0.45221302},"labels":[],"label_agreement":null},{"id":"W2039315243","doi":"10.1109/mwsym.2010.5517075","title":"Magnetically-actuated dielectric cantilever RF MEMS switches","year":2010,"lang":"en","type":"article","venue":"2010 IEEE MTT-S International Microwave Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stiction; Cantilever; Microelectromechanical systems; Materials science; Fabrication; Dielectric; Optoelectronics; Radio frequency; Electrical engineering; Engineering","score_opus":0.006607976551833195,"score_gpt":0.21194231326606175,"score_spread":0.20533433671422854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039315243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631645,0.00010626852,0.0038845283,0.0010539476,0.008704775,0.00020559813,0.000040031035,0.00089696905,0.021943381],"genre_scores_gemma":[0.9922812,0.0004551984,0.002859792,0.00011660172,0.00044438505,0.000042845775,0.000029167271,0.000074527816,0.0036963061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862415,0.0000017584935,0.00033045455,0.00033450342,0.00026943043,0.00043968332],"domain_scores_gemma":[0.99924314,0.000061108214,0.0000595765,0.00037033152,0.00016637643,0.00009945865],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000093634015,0.00030292285,0.00022554566,0.0002468452,0.000066290995,0.00007814549,0.0005802265,0.00032402828,0.00033168192],"category_scores_gemma":[0.000056507703,0.00029015826,0.000103921564,0.00019105045,0.00013099979,0.00021217723,0.0000753909,0.00081142917,0.00027068733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012625405,0.000035445075,0.00009571455,0.000012178766,0.00006514347,0.000013165292,0.000041926676,0.00017428062,0.9886507,0.00044788685,0.0057269144,0.0047240187],"study_design_scores_gemma":[0.00031405274,0.00003950851,0.00089557667,0.00001590034,0.000016300672,0.00006361057,0.000012173808,0.0012483946,0.93576926,0.0011495324,0.060115296,0.00036040915],"about_ca_topic_score_codex":0.000070152964,"about_ca_topic_score_gemma":0.00029352572,"teacher_disagreement_score":0.05438838,"about_ca_system_score_codex":0.00007894354,"about_ca_system_score_gemma":0.000030130552,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W2039641041","doi":"10.1016/j.mechatronics.2007.10.002","title":"Hydraulic controlled polyester-based micro adaptive mirror with adjustable focal length","year":2008,"lang":"en","type":"article","venue":"Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Focal length; Polyester; Materials science; Mechanical engineering; Computer science; Control theory (sociology); Optics; Engineering; Composite material; Artificial intelligence; Physics; Lens (geology)","score_opus":0.014113747353252373,"score_gpt":0.19283015963938968,"score_spread":0.1787164122861373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039641041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104384,0.0038245092,0.081148274,0.00018874969,0.00022662037,0.0006997777,0.000024622988,0.00191321,0.0015357875],"genre_scores_gemma":[0.95870507,0.00023537838,0.04039529,0.00008358921,0.000024749981,0.00011421344,0.000007630421,0.00007303264,0.00036105938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988233,0.0000071397317,0.00021376235,0.00024797508,0.00017375487,0.0005340931],"domain_scores_gemma":[0.999402,0.00006148588,0.000050757473,0.0003694765,0.00004246238,0.0000738513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005923024,0.00028146186,0.0004290514,0.000110581,0.00012346865,0.000011967048,0.00019874198,0.00016051391,0.000022312957],"category_scores_gemma":[0.000014958193,0.00022837693,0.00009430885,0.00019020353,0.0000917716,0.00014991326,0.000028535953,0.00033168393,0.000037838785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004738736,0.0007968035,0.00041161256,0.0003275893,0.0012765605,0.0007836601,0.0009806307,0.15858226,0.78691524,0.0134163555,0.005070763,0.026699785],"study_design_scores_gemma":[0.024098901,0.0019933928,0.00027768436,0.00016666371,0.00016778764,0.0001332941,0.0008891058,0.07693676,0.8254084,0.0011754532,0.06704314,0.001709431],"about_ca_topic_score_codex":0.00002635188,"about_ca_topic_score_gemma":0.000089174,"teacher_disagreement_score":0.081645496,"about_ca_system_score_codex":0.00015358836,"about_ca_system_score_gemma":0.0000747963,"threshold_uncertainty_score":0.9312941},"labels":[],"label_agreement":null},{"id":"W2040064937","doi":"10.1109/icecs.2012.6463650","title":"A dual-axis bulk micromachined accelerometer with low cross-sensitivity","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; McGill University","funders":"King Abdulaziz City for Science and Technology","keywords":"Accelerometer; Sensitivity (control systems); Acceleration; Sense (electronics); Surface micromachining; Nonlinear system; Dual (grammatical number); Process (computing); Differential (mechanical device); Proof mass; Rotation around a fixed axis; Acoustics; Physics; Computer science; Materials science; Electrical engineering; Engineering; Electronic engineering; Classical mechanics; Fabrication","score_opus":0.009211502786319598,"score_gpt":0.23534295456280405,"score_spread":0.22613145177648444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040064937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871901,0.00013966688,0.006893229,0.000025283212,0.00014045287,0.00009876869,0.000006365896,0.0014215246,0.004084554],"genre_scores_gemma":[0.98635375,0.000025366118,0.012871635,0.000037252208,0.0000641694,0.000013427294,0.0000031970715,0.000035599758,0.00059558975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992905,0.000002525632,0.000104315885,0.00012382632,0.000082932245,0.00039589286],"domain_scores_gemma":[0.999596,0.000040542272,0.00001529422,0.00026085213,0.000019684892,0.00006761425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007939846,0.0001678281,0.00015965663,0.00006455489,0.000049035792,0.000028950537,0.00005379596,0.00009426387,0.00009174745],"category_scores_gemma":[0.000017372315,0.00012131276,0.000034784818,0.00014765208,0.00006849235,0.00036613023,0.000046789533,0.00016453526,0.000085369255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147049805,0.000046087684,0.0045224805,0.000039300252,0.0000463286,0.000017489767,0.00008296951,0.00060996023,0.9880291,0.00019354241,0.00045262976,0.00594541],"study_design_scores_gemma":[0.00044686772,0.00005505238,0.06618738,0.000018943725,0.000008868912,0.00008925085,0.000031963835,0.00044432443,0.9270223,0.00009370573,0.005201139,0.00040024563],"about_ca_topic_score_codex":0.000016967368,"about_ca_topic_score_gemma":0.00003293668,"teacher_disagreement_score":0.061664905,"about_ca_system_score_codex":0.000032213327,"about_ca_system_score_gemma":0.0000030245324,"threshold_uncertainty_score":0.4946991},"labels":[],"label_agreement":null},{"id":"W2040578262","doi":"10.1016/j.sna.2011.08.008","title":"Arrays of large-area, tip/tilt micromirrors for use in a high-contrast projector","year":2011,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; CMC Microsystems","keywords":"Tilt (camera); Gimbal; Optics; Projector; Microelectromechanical systems; Fabrication; Rotation (mathematics); Perpendicular; Plane mirror; Frame (networking); Materials science; Physics; Computer science; Optoelectronics; Engineering; Mechanical engineering; Geometry","score_opus":0.022372676465943247,"score_gpt":0.23064685071444735,"score_spread":0.2082741742485041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040578262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980493,0.000022367134,0.0013052741,0.0000073831407,0.00006168277,0.000288338,0.000082821025,0.0001438164,0.00003898747],"genre_scores_gemma":[0.98990625,0.000032776126,0.009935492,0.000007422986,0.000029542267,0.000035971683,0.0000047082713,0.000031051317,0.00001679749],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929774,0.0000034448262,0.00016297541,0.00018765539,0.00005792172,0.00029028993],"domain_scores_gemma":[0.9996649,0.00007433016,0.00003618173,0.00015903078,0.00002203068,0.0000435387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034745874,0.00017079314,0.00031469396,0.00009169034,0.00002486611,0.000007659056,0.0000733506,0.00008695989,0.000004263232],"category_scores_gemma":[0.000037106132,0.0001431989,0.00006649013,0.00011819912,0.00007272883,0.00014278264,0.000024589928,0.00013162418,0.0000012543693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029118778,0.00071831816,0.0016886665,0.00030955338,0.0001402379,0.000025058684,0.0058074254,0.00013564093,0.9647918,0.007992156,0.0006175165,0.017482487],"study_design_scores_gemma":[0.003494231,0.0005111445,0.02213278,0.00018903245,0.00006807127,0.000007961968,0.0017179679,0.01657321,0.9412544,0.0107672885,0.0023703845,0.00091354194],"about_ca_topic_score_codex":0.00006713597,"about_ca_topic_score_gemma":0.000067685476,"teacher_disagreement_score":0.023537364,"about_ca_system_score_codex":0.000017227165,"about_ca_system_score_gemma":0.0000069661287,"threshold_uncertainty_score":0.58394814},"labels":[],"label_agreement":null},{"id":"W2040984397","doi":"10.1016/j.mejo.2007.12.026","title":"A novel linearly tunable butterfly-shape MEMS capacitor","year":2008,"lang":"en","type":"article","venue":"Microelectronics Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Government of Ontario","keywords":"Linearity; Capacitance; Capacitor; Rigidity (electromagnetism); Microelectromechanical systems; Materials science; Displacement (psychology); Nonlinear system; Voltage; Structural rigidity; Electronic engineering; Acoustics; Electrode; Structural engineering; Engineering; Electrical engineering; Optoelectronics; Physics; Composite material","score_opus":0.012941674844379691,"score_gpt":0.19867926701102243,"score_spread":0.18573759216664273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040984397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93354535,0.0056091137,0.059280623,0.00013539256,0.0004879347,0.000079889265,0.000007258359,0.00049807824,0.00035637346],"genre_scores_gemma":[0.97338855,0.005275268,0.02001488,0.000090937625,0.0005382691,0.000009700597,0.0000030673987,0.0000847842,0.0005945331],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986705,0.0000026681428,0.00028475362,0.00015183404,0.00016262724,0.0007275711],"domain_scores_gemma":[0.9995358,0.000020167345,0.000059398215,0.0002043937,0.000076337594,0.00010393216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008549533,0.00021982688,0.00023171448,0.00015155917,0.0002760821,0.000052130097,0.0002992761,0.00014973694,0.00007018377],"category_scores_gemma":[0.000025156629,0.00020615193,0.00010724914,0.00021348332,0.000072747265,0.0002564401,0.000031965144,0.001067644,0.00005135994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007059383,0.000026216512,0.000023878565,0.000007847086,0.00004719826,0.000047900277,0.00010518712,0.00068323326,0.9889648,0.000039098566,0.003644659,0.0064029223],"study_design_scores_gemma":[0.0008637517,0.0002061682,0.00009349519,0.000031143067,0.000016414742,0.0066240486,0.000079380465,0.0033874523,0.80228436,0.00060186087,0.1853963,0.00041560802],"about_ca_topic_score_codex":0.000006574026,"about_ca_topic_score_gemma":0.000009003701,"teacher_disagreement_score":0.18668042,"about_ca_system_score_codex":0.00027157515,"about_ca_system_score_gemma":0.00008325932,"threshold_uncertainty_score":0.8406632},"labels":[],"label_agreement":null},{"id":"W2041071720","doi":"10.1109/mwsym.2014.6848555","title":"Realization of a new class of monolithic RF MEMS waveguide switches for millimeter-wave applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; CMC Microsystems","keywords":"Microelectromechanical systems; Actuator; Waveguide; Extremely high frequency; Cantilever; Fabrication; Materials science; SIGNAL (programming language); Radio frequency; Coplanar waveguide; Optoelectronics; Millimeter; Realization (probability); Electrical engineering; Electronic engineering; Optics; Engineering; Computer science; Physics; Telecommunications; Microwave","score_opus":0.02630693073764866,"score_gpt":0.24522432629305674,"score_spread":0.21891739555540807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041071720","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044725746,0.000139302,0.9510126,0.000047547226,0.000029808525,0.00029202914,0.0000075227367,0.00027048134,0.003474938],"genre_scores_gemma":[0.94799817,0.0001813285,0.051249295,0.0000120650175,0.000034667373,0.00008968026,0.0000120373725,0.000022758946,0.00040001541],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995048,6.9224046e-7,0.00023717641,0.00009612054,0.000053788324,0.00010743312],"domain_scores_gemma":[0.9995511,0.00006114541,0.000056252742,0.00025324294,0.00005410025,0.00002416666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060136572,0.000080205355,0.00016476052,0.00007378015,0.000014990638,0.0000026514929,0.00008115429,0.00009124698,0.0000040216996],"category_scores_gemma":[0.00004930024,0.00007143476,0.00004513529,0.0001313943,0.00002745132,0.000049170223,0.000016300583,0.000036822123,0.0000010532981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039858755,0.0000126578025,0.000018227998,0.00015824696,0.000026971127,1.4517574e-8,0.00007287751,0.002771833,0.9135509,0.030480336,0.0008774663,0.052026447],"study_design_scores_gemma":[0.00018618515,0.000047428486,0.00010472935,0.00001882766,0.000014401742,5.331359e-7,0.00007844797,0.008447492,0.92300916,0.043874964,0.024133775,0.000084047344],"about_ca_topic_score_codex":0.000039746057,"about_ca_topic_score_gemma":0.000038332433,"teacher_disagreement_score":0.9032724,"about_ca_system_score_codex":0.0000145582735,"about_ca_system_score_gemma":0.000008120567,"threshold_uncertainty_score":0.2913025},"labels":[],"label_agreement":null},{"id":"W2041346693","doi":"10.1109/newcas.2009.5290473","title":"High performance 77 GHz Single Pole Triple Throw (SP3T) MEMS switch","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Return loss; Microelectromechanical systems; Insertion loss; HFSS; Cantilever; Capacitance; Port (circuit theory); Electrical engineering; Front and back ends; Engineering; Physics; Optoelectronics; Antenna (radio); Mechanical engineering; Aerospace engineering","score_opus":0.009781877427939721,"score_gpt":0.20453291117106495,"score_spread":0.19475103374312522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041346693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735075,0.00042138083,0.0033337413,0.00028896405,0.00034447422,0.00011216625,0.0000018351608,0.0023438167,0.019646103],"genre_scores_gemma":[0.988064,0.00032464706,0.009243913,0.00010441681,0.00008068155,0.000007084807,0.0000031800605,0.000021406577,0.0021506855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924535,8.242678e-7,0.00016258753,0.00015617385,0.00010670009,0.00032836647],"domain_scores_gemma":[0.9996208,0.000011294408,0.000018833074,0.00029143377,0.000017749999,0.00003991495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003758058,0.00016111752,0.00017702095,0.00007137795,0.00006724225,0.000022555378,0.00017246563,0.000111391775,0.000101975136],"category_scores_gemma":[0.000012734936,0.0001376176,0.000035786707,0.00020997606,0.000026933403,0.000249659,0.000021885131,0.00016551613,0.000085383545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008006899,0.000056342044,0.000046841444,0.000022236534,0.000014698731,0.0000053018216,0.00005718438,0.006500228,0.8171362,0.0015231435,0.006271715,0.16835807],"study_design_scores_gemma":[0.00034291524,0.00020187118,0.0019045892,0.000020203619,0.0000053852227,0.0000070833185,0.00008732826,0.0017747569,0.9676518,0.0023195776,0.025406685,0.000277809],"about_ca_topic_score_codex":0.000012787583,"about_ca_topic_score_gemma":0.00001202738,"teacher_disagreement_score":0.16808027,"about_ca_system_score_codex":0.000058624413,"about_ca_system_score_gemma":0.0000051249167,"threshold_uncertainty_score":0.5611882},"labels":[],"label_agreement":null},{"id":"W2041624141","doi":"10.1007/s11071-008-9435-2","title":"Two-to-one internal resonance in microscanners","year":2008,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonance (particle physics); Excitation; Physics; Nonlinear system; Multiple-scale analysis; Excited state; Tilt (camera); Control theory (sociology); Optics; Voltage; Mathematics; Atomic physics; Computer science; Geometry; Quantum mechanics","score_opus":0.010159785891977925,"score_gpt":0.23512097977553614,"score_spread":0.22496119388355823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041624141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880196,0.0003130244,0.008950258,0.00007784917,0.00020788569,0.00009249209,0.000025861153,0.00040599346,0.001907051],"genre_scores_gemma":[0.81234676,0.0010169576,0.18566182,0.00010280555,0.00010744412,0.000018256185,0.000015162349,0.00006268257,0.0006680815],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993618,0.0000016841453,0.00015981898,0.00014621906,0.000079534824,0.00025091693],"domain_scores_gemma":[0.9997177,0.000015052369,0.0000130633525,0.00019565599,0.000016497312,0.000041991912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003315578,0.00011510496,0.00014414961,0.00012404124,0.000025428477,0.0000055969076,0.00018082808,0.00007117334,0.000004326697],"category_scores_gemma":[0.00002849819,0.0001267385,0.000027142702,0.0002527174,0.000048998947,0.00006579234,0.000054089494,0.00025179412,0.00003601607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017016697,0.00034303594,0.03063759,0.00014448795,0.00006594256,0.00070294534,0.0014116347,0.2483032,0.28835925,0.0035381066,0.0015791934,0.42474446],"study_design_scores_gemma":[0.0024043561,0.00018842393,0.021466328,0.00033985506,0.000008689456,0.00015829653,0.00039255884,0.8516455,0.061621446,0.0014391282,0.059023894,0.0013114765],"about_ca_topic_score_codex":0.00004600866,"about_ca_topic_score_gemma":0.0007143293,"teacher_disagreement_score":0.60334235,"about_ca_system_score_codex":0.0001664298,"about_ca_system_score_gemma":0.000010837686,"threshold_uncertainty_score":0.5168246},"labels":[],"label_agreement":null},{"id":"W2042251143","doi":"10.1115/imece2006-14351","title":"The Response of a Miniature Scale Cantilever Beam to High-G Impact Stimuli","year":2006,"lang":"en","type":"article","venue":"Electronic and Photonic Packaging, Electrical Systems Design and Photonics, and Nanotechnology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Cantilever; Miniaturization; Microelectromechanical systems; Beam (structure); Acceleration; Frequency response; Acoustics; Structural engineering; Materials science; Optics; Computer science; Engineering; Electrical engineering; Physics; Optoelectronics; Nanotechnology","score_opus":0.004269224960041093,"score_gpt":0.21033103525302477,"score_spread":0.20606181029298368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042251143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9277624,0.06508013,0.0055620586,0.00018269432,0.00011898598,0.00083906995,0.00001895583,0.00040237856,0.00003333577],"genre_scores_gemma":[0.9880643,0.0109359035,0.00053091923,0.00002706351,0.000021937874,0.00011887501,0.0000032600808,0.00004989834,0.00024786516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976951,0.00006900801,0.00046847705,0.00049502443,0.00017385783,0.0010985371],"domain_scores_gemma":[0.9987239,0.0005508116,0.00012198478,0.00042119753,0.00005551451,0.00012659062],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067486445,0.00041594976,0.00065253564,0.00028897752,0.00029894762,0.000062663836,0.00025931819,0.00055842404,0.0000028731245],"category_scores_gemma":[0.00008171461,0.0003031159,0.0000694387,0.0006022324,0.0003367626,0.000073627685,0.00008129339,0.00073801127,0.0000016384292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012223155,0.00007004534,0.000330635,0.00011072297,0.0002304951,0.000019510395,0.00017668217,0.0015889105,0.97553843,0.008150364,0.002637487,0.009924399],"study_design_scores_gemma":[0.0031442393,0.0047344617,0.0028824385,0.00020015244,0.00018660638,0.0008550819,0.00019447725,0.0383663,0.8476667,0.015866604,0.084299766,0.0016032201],"about_ca_topic_score_codex":0.0005449331,"about_ca_topic_score_gemma":0.0001281769,"teacher_disagreement_score":0.12787178,"about_ca_system_score_codex":0.00020653056,"about_ca_system_score_gemma":0.00013908427,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W2042402561","doi":"10.1109/icecs.2013.6815425","title":"Ultra low-power low-noise transimpedance amplifier for MEMS-based reference oscillators","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transimpedance amplifier; dBc; Amplifier; Resonator; Phase noise; CMOS; Bandwidth (computing); Electrical engineering; Physics; Cascode; Q factor; Capacitance; Differential amplifier; Optoelectronics; Electronic engineering; Materials science; Computer science; Engineering; Telecommunications","score_opus":0.010670976649012528,"score_gpt":0.22260198684104018,"score_spread":0.21193101019202765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042402561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.880993,0.00019804535,0.1083867,0.00016762395,0.00030996627,0.0006915429,0.0000269451,0.0020820058,0.0071441517],"genre_scores_gemma":[0.9893053,0.0000802388,0.009533228,0.00013208915,0.000021845763,0.00026120854,0.000006836807,0.000051709434,0.0006074985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998967,0.0000017231473,0.00023376066,0.00025681593,0.000115285395,0.00042541468],"domain_scores_gemma":[0.9993116,0.00009955734,0.000024793098,0.00040599995,0.00007576291,0.000082261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004994982,0.00023254039,0.00022720624,0.00007889674,0.00006206574,0.00003455633,0.00022610078,0.00018120038,0.00034034235],"category_scores_gemma":[0.00004460674,0.0001944055,0.00007789562,0.00016265054,0.000069938265,0.0002294868,0.000007870981,0.00017203536,0.00011192274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012817564,0.000031204578,0.000039582257,0.00016069622,0.000023677028,0.0000011482105,0.000051560106,0.008038013,0.97348905,0.0015501537,0.0054052975,0.011196782],"study_design_scores_gemma":[0.000724131,0.000089929155,0.0007210592,0.00007381134,0.000009041169,0.0000011517626,0.00015917135,0.00306578,0.96140385,0.0026296242,0.030564984,0.0005574774],"about_ca_topic_score_codex":0.00001932096,"about_ca_topic_score_gemma":0.000020495496,"teacher_disagreement_score":0.10831233,"about_ca_system_score_codex":0.000042953336,"about_ca_system_score_gemma":0.000015663503,"threshold_uncertainty_score":0.79276264},"labels":[],"label_agreement":null},{"id":"W2042749821","doi":"10.1115/ipack2007-33827","title":"Genetic Algorithm for Nanoscale Electro-Thermal Optimization","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Nanoelectronics; Minification; Genetic algorithm; Optimization problem; Optimization algorithm; Meta-optimization; Computer science; Function optimization; Function (biology); System optimization; Algorithm; Mathematical optimization; Materials science; Mathematics; Nanotechnology","score_opus":0.004786621913650659,"score_gpt":0.21070810085803734,"score_spread":0.2059214789443867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042749821","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02472766,0.00019622155,0.9721242,0.0000080622285,0.000099127166,0.00012550701,0.0000013150293,0.0007765773,0.0019413152],"genre_scores_gemma":[0.035384275,0.00007921818,0.9639782,0.000021425172,0.00006546969,0.000018684654,0.0000029717037,0.000023815895,0.00042594303],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960625,2.9352944e-7,0.000086448614,0.00007152153,0.000034390014,0.00020108013],"domain_scores_gemma":[0.99985915,0.000017342514,0.000007379767,0.000080770995,0.000016197138,0.000019162713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003124413,0.00006429669,0.000057282297,0.0000415567,0.000027436667,0.0000056248105,0.0000527239,0.0000639778,0.000021092987],"category_scores_gemma":[0.0000052236837,0.0000596389,0.000021800633,0.000074161944,0.000011250319,0.00004423384,0.0000065837944,0.000040151604,0.000003750401],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021838734,0.000007835271,0.000004686768,0.000007636459,0.000009440086,0.0000014621567,0.000009232536,0.19090855,0.20447448,0.00014951335,0.00048759804,0.6039374],"study_design_scores_gemma":[0.00020993326,0.000051205512,0.00018574997,0.0000025741292,0.000004257983,0.0000032200132,0.00001909003,0.29230642,0.6960465,0.0002668746,0.010771164,0.00013306836],"about_ca_topic_score_codex":0.0000011193282,"about_ca_topic_score_gemma":0.0000020677594,"teacher_disagreement_score":0.6038043,"about_ca_system_score_codex":0.000022176118,"about_ca_system_score_gemma":0.0000021158912,"threshold_uncertainty_score":0.24320038},"labels":[],"label_agreement":null},{"id":"W2042955826","doi":"10.1115/detc2010-28956","title":"Stabilization of a Parallel-Plate Microactuator via Control Lyapunov Functions","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microactuator; Backstepping; Control theory (sociology); Robustness (evolution); Actuator; Microelectromechanical systems; Lyapunov function; Nonlinear system; Instability; Controller (irrigation); Computer science; Materials science; Adaptive control; Physics; Mechanics; Control (management); Nanotechnology","score_opus":0.0038495653230470315,"score_gpt":0.18732603645707832,"score_spread":0.1834764711340313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042955826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5180796,0.000037137892,0.4795929,0.00004011005,0.00022941995,0.00011408064,0.000007435247,0.0005842669,0.0013150949],"genre_scores_gemma":[0.983957,0.000021504642,0.015768563,0.000010830295,0.00001857291,0.000017085955,0.0000038312783,0.000014337999,0.00018826035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963,9.193522e-7,0.00013513565,0.00007633373,0.000043652126,0.00011395532],"domain_scores_gemma":[0.9997223,0.000024974437,0.000020332327,0.00017734141,0.00003279399,0.000022254264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031140775,0.000076474375,0.00010690109,0.00005447668,0.000022849008,0.000004360518,0.000060433995,0.0000876112,0.00014744246],"category_scores_gemma":[0.00002398674,0.00006512857,0.000029674906,0.00009453278,0.00003239171,0.00008753293,0.000008590036,0.00012457388,0.00002135651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047340827,0.000011439135,0.00013516692,0.000010834828,0.00001469144,2.6545695e-7,0.0000147527235,0.002778512,0.98996395,0.00070980605,0.00030804993,0.006047822],"study_design_scores_gemma":[0.001830181,0.0001109352,0.004377334,0.000013087241,0.00004432613,0.000014522386,0.0002562003,0.031635284,0.9147037,0.0057941107,0.04074388,0.00047640895],"about_ca_topic_score_codex":0.0000081951,"about_ca_topic_score_gemma":0.00009055326,"teacher_disagreement_score":0.46587744,"about_ca_system_score_codex":0.000007520873,"about_ca_system_score_gemma":0.00000469907,"threshold_uncertainty_score":0.2655866},"labels":[],"label_agreement":null},{"id":"W2042979552","doi":"10.1088/0960-1317/21/4/045005","title":"Parametric evaluation of shear sensitivity in piezoresistive interfacial force sensors","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Piezoresistive effect; Parametric statistics; Sensitivity (control systems); Materials science; Shear force; Shear (geology); Composite material; Microelectromechanical systems; Nanotechnology; Optoelectronics; Engineering; Electronic engineering; Mathematics","score_opus":0.02418373333905324,"score_gpt":0.2202064840460285,"score_spread":0.19602275070697525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042979552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812693,0.0016389759,0.016711757,0.0000031205805,0.00022431675,0.00008844832,0.0000043803498,0.000024785173,0.000034909357],"genre_scores_gemma":[0.9908226,0.00078803423,0.0083493,0.0000015336857,0.000016442627,0.0000011683588,2.810479e-7,0.00001810809,0.000002509326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992655,0.000008610196,0.00035900556,0.00008026464,0.0001233922,0.00016322125],"domain_scores_gemma":[0.99961084,0.00003282726,0.00010629242,0.00008165942,0.00013295545,0.000035400197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006224813,0.00012343057,0.00027470017,0.00046999386,0.000011396538,0.0000054353345,0.000062409745,0.00008572635,0.0000043629243],"category_scores_gemma":[0.00009730683,0.000120502256,0.000053558582,0.0002535182,0.000017006441,0.00012190327,0.000031008432,0.00024049578,3.7473228e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020470992,0.000019526087,0.00003836367,0.000057579044,0.000036322803,0.00001830951,0.0003809584,0.011900054,0.97418946,0.00008603046,0.000008372052,0.013244535],"study_design_scores_gemma":[0.0006888009,0.00012790822,0.002352911,0.00022444967,0.000053676165,0.00017756014,0.00042784304,0.039630197,0.95515823,0.00093841774,0.00005221002,0.00016780254],"about_ca_topic_score_codex":0.000006627549,"about_ca_topic_score_gemma":0.000007897835,"teacher_disagreement_score":0.027730143,"about_ca_system_score_codex":0.00008403059,"about_ca_system_score_gemma":0.0000132902505,"threshold_uncertainty_score":0.49139392},"labels":[],"label_agreement":null},{"id":"W2043360400","doi":"10.1117/12.417438","title":"Microfluidics in environmental monitoring: a proposed mechanism for anisotropic wet chemical etching of c-Si","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Isotropic etching; Etching (microfabrication); Microfluidics; Materials science; Mechanism (biology); Fluidics; Anisotropy; Nanotechnology; Microsystem; Inlet; Optoelectronics; Reactive-ion etching; Chemical process; Chemical engineering; Optics; Mechanical engineering; Electrical engineering; Engineering; Layer (electronics)","score_opus":0.0098369401589168,"score_gpt":0.2176895869184782,"score_spread":0.2078526467595614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043360400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805015,0.00019032476,0.00024448163,0.00031491157,0.00021687997,0.0006168795,0.000040617026,0.00014770408,0.00017801908],"genre_scores_gemma":[0.87070644,0.0006344072,0.12822706,0.000011399144,0.00017720363,0.00013938086,0.0000051840984,0.00006943681,0.00002950581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982788,5.0505022e-9,0.0006507476,0.0002920516,0.00037062078,0.00040776242],"domain_scores_gemma":[0.9993445,0.00008466677,0.00018940022,0.000060017912,0.00025458832,0.000066791705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022064566,0.00030119604,0.0004318399,0.00011938043,0.000037851973,0.000029825194,0.0006570551,0.00025563574,0.0000029987696],"category_scores_gemma":[0.00022647674,0.000276452,0.00038455747,0.00021362067,0.00015104852,0.0003411414,0.00012381095,0.0003165783,3.6495604e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058787973,0.00008969822,0.00034955336,0.00040451522,0.00014538517,1.3850574e-7,0.00013552912,0.00010550596,0.89280134,0.10528386,0.0001230213,0.00050265214],"study_design_scores_gemma":[0.0010367366,0.00018064574,0.00027109988,0.00024926077,0.00004997334,0.00001064764,0.0011588477,0.0075694798,0.9840851,0.0044590677,0.00066854997,0.0002606322],"about_ca_topic_score_codex":0.0000037596342,"about_ca_topic_score_gemma":6.161055e-8,"teacher_disagreement_score":0.12798257,"about_ca_system_score_codex":0.00022935515,"about_ca_system_score_gemma":0.000012245389,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W2043779763","doi":"10.1016/j.sna.2012.08.008","title":"A micromechanical bandpass filter with adjustable bandwidth and bidirectional control of centre frequency","year":2012,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Band-pass filter; Bandwidth (computing); Resonator; High-pass filter; Materials science; Voltage-controlled filter; Electronic engineering; m-derived filter; Acoustics; Filter (signal processing); Electronic filter topology; Band-stop filter; Prototype filter; Mechanical filter; Attenuation; Low-pass filter; Optoelectronics; Engineering; Electrical engineering; Physics; Optics; Telecommunications","score_opus":0.0038960044997901912,"score_gpt":0.18082185792097966,"score_spread":0.17692585342118947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043779763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788696,0.0003346037,0.0013226353,0.00006372453,0.000042310352,0.00008771386,0.000028468137,0.00011104389,0.00012257058],"genre_scores_gemma":[0.9980401,0.00008310078,0.0017117988,0.000014755131,0.00009527473,0.0000047300823,0.0000019228464,0.000018729836,0.000029581786],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994519,0.000004850593,0.00009214925,0.000120108794,0.00008336183,0.00024766356],"domain_scores_gemma":[0.9997163,0.00006453226,0.000023452129,0.00008762574,0.000020605085,0.0000875317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028825265,0.00013989514,0.00023118818,0.000038728795,0.000037449725,0.0000082875185,0.000030678933,0.00006113631,0.0000111688705],"category_scores_gemma":[0.000009587426,0.000100580844,0.000029514113,0.00007915716,0.000090281916,0.00013960665,0.000015529158,0.00013125119,0.0000015804685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015413892,0.00040840678,0.008350261,0.00026217452,0.00032964302,0.000012497694,0.001391309,0.00014752013,0.93215513,0.013343013,0.00088822294,0.042557705],"study_design_scores_gemma":[0.0064001433,0.0007942155,0.023030434,0.00032925326,0.00035863055,0.0001855341,0.0017544838,0.010855922,0.92718065,0.009906549,0.017416146,0.0017880525],"about_ca_topic_score_codex":0.000009259599,"about_ca_topic_score_gemma":0.000002362025,"teacher_disagreement_score":0.04076965,"about_ca_system_score_codex":0.000011889014,"about_ca_system_score_gemma":0.0000049502974,"threshold_uncertainty_score":0.4101568},"labels":[],"label_agreement":null},{"id":"W2045027872","doi":"10.1167/5.8.477","title":"Noise does not shrink the summation region for grating detection","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Noise (video); Grating; Acoustics; Physics; Computer science; Optics; Artificial intelligence","score_opus":0.009154829544359198,"score_gpt":0.25494823823417834,"score_spread":0.24579340868981914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045027872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9420413,0.00004202315,0.05636639,0.00035291887,0.0010173521,0.000082768325,6.2022093e-7,0.000068342655,0.00002828004],"genre_scores_gemma":[0.99460167,0.00012508577,0.004971363,0.000010175882,0.00025774987,0.0000033098804,2.0089018e-7,0.000010455057,0.000019976676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960035,0.0000024422131,0.00019381788,0.000039271323,0.00008739988,0.00007674535],"domain_scores_gemma":[0.999619,0.000079016216,0.000116605996,0.00009313555,0.000076602,0.000015647556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019140221,0.000056504115,0.00007655364,0.00006583965,0.00008843253,0.000024826535,0.000086845,0.000070506554,0.0000012425432],"category_scores_gemma":[0.00015617482,0.000029549048,0.00005729119,0.00005713072,0.000016216682,0.00024470003,0.000009759956,0.00026441805,5.7538114e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014134761,0.0000032908495,0.000006953369,0.00000968749,0.0000031843044,6.761826e-7,0.000037444483,0.000633226,0.8073834,0.00005941918,0.00008556841,0.19176301],"study_design_scores_gemma":[0.00026673087,0.00013031722,0.003107319,0.000053492826,0.000010971394,0.000045290202,0.00014729913,0.00731517,0.9755182,0.0035768407,0.009758998,0.00006936428],"about_ca_topic_score_codex":9.679441e-7,"about_ca_topic_score_gemma":0.000030525778,"teacher_disagreement_score":0.19169365,"about_ca_system_score_codex":0.000017691646,"about_ca_system_score_gemma":0.0000033370884,"threshold_uncertainty_score":0.120497525},"labels":[],"label_agreement":null},{"id":"W2045103730","doi":"10.1088/0960-1317/16/8/014","title":"Design, kinematic modeling and performance testing of an electro-thermally driven microgripper for micromanipulation applications","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Microactuator; Kinematics; Materials science; Mechanical engineering; Repeatability; Surface micromachining; Voltage; Actuator; Engineering; Electrical engineering; Fabrication; Physics","score_opus":0.012441520979397913,"score_gpt":0.19816309257116382,"score_spread":0.18572157159176592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045103730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5520277,0.0015161681,0.44624346,0.0000047987405,0.0000236721,0.00014704038,0.0000022705754,0.00003321708,0.000001677411],"genre_scores_gemma":[0.67837894,0.00038050013,0.32115096,0.0000028289091,0.00004217676,0.00001056598,0.000002055158,0.000029282177,0.000002665629],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919695,0.0000026834405,0.00043939438,0.00010563392,0.00005409021,0.00020125908],"domain_scores_gemma":[0.9995679,0.000042203093,0.00013484812,0.00009407607,0.00012525941,0.000035671364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016012753,0.00015604825,0.00025783636,0.00019196478,0.00005715731,0.000025450028,0.0001034848,0.00007870322,3.7802252e-7],"category_scores_gemma":[0.000009367148,0.00015439525,0.000035962774,0.000121494064,0.0000127452095,0.00020768565,0.00001976976,0.00013817019,8.996253e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072282583,0.000011228738,0.0000045472025,0.00021089702,0.000015986448,5.796916e-7,0.000023452425,0.22058164,0.77188224,0.000049028335,0.000003451254,0.0072097196],"study_design_scores_gemma":[0.0003026139,0.00015782351,0.000030977048,0.0001295662,0.000033377702,0.00017004479,0.000029348214,0.5781502,0.4202988,0.00047090044,0.00010039533,0.00012594489],"about_ca_topic_score_codex":0.000001916082,"about_ca_topic_score_gemma":6.5302214e-7,"teacher_disagreement_score":0.35756856,"about_ca_system_score_codex":0.000031594875,"about_ca_system_score_gemma":0.000010774091,"threshold_uncertainty_score":0.6296056},"labels":[],"label_agreement":null},{"id":"W2045275746","doi":"10.1007/s00542-015-2424-8","title":"Hybrid micro electrostatic actuator","year":2015,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"CMC Microsystems","keywords":"Actuator; Microfabrication; Displacement (psychology); Voltage; Materials science; Comb drive; Mechanical engineering; Layer (electronics); Process (computing); Fabrication; Acoustics; Engineering; Computer science; Electrical engineering; Nanotechnology; Physics","score_opus":0.011520367527986056,"score_gpt":0.21090685148548338,"score_spread":0.19938648395749733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045275746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678762,0.0064812093,0.003800636,0.00023312056,0.0004119321,0.00032541621,0.000031506548,0.019936644,0.0009033215],"genre_scores_gemma":[0.9833447,0.000409157,0.015804213,0.000015219221,0.000020159097,0.00010243942,0.000007639397,0.00006201494,0.00023448904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998716,0.000003663762,0.00030259637,0.0002801909,0.00015212352,0.00054543524],"domain_scores_gemma":[0.9991548,0.0000435741,0.000054054235,0.0006305731,0.00007198089,0.000045039193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013625422,0.000288398,0.00033835598,0.0002394083,0.00006330585,0.000059328944,0.0005539096,0.00023640254,0.0000026725465],"category_scores_gemma":[0.0001779918,0.00025613455,0.00006163532,0.0002816713,0.00014011751,0.00017744099,0.0001504934,0.00036667267,0.00019401454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005519024,0.000011958727,0.00004776842,0.00011058947,0.000033169676,0.000039001185,0.000056025096,0.00006691761,0.9725894,0.0006258508,0.014445515,0.01196829],"study_design_scores_gemma":[0.00028670378,0.00007067898,0.000010904083,0.000060733637,0.000008711531,0.000120757264,0.0015961169,0.00007836991,0.9340979,0.007419927,0.055931892,0.00031733027],"about_ca_topic_score_codex":0.000005952288,"about_ca_topic_score_gemma":0.000011056566,"teacher_disagreement_score":0.04148638,"about_ca_system_score_codex":0.000241791,"about_ca_system_score_gemma":0.000030269446,"threshold_uncertainty_score":0.9999891},"labels":[],"label_agreement":null},{"id":"W2046306615","doi":"10.1177/0954406213518745","title":"Structural and instrumentation design of a microelectromechanical systems biaxial accelerometer","year":2014,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Accelerometer; Piezoresistive effect; Microelectromechanical systems; Acceleration; Finite element method; Instrumentation (computer programming); Sensitivity (control systems); Computer science; Microscale chemistry; Modal analysis; Electronic engineering; Acoustics; Engineering; Materials science; Electrical engineering; Structural engineering; Physics; Optoelectronics","score_opus":0.01427144113999863,"score_gpt":0.21651853834061527,"score_spread":0.20224709720061665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046306615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7926578,0.00013645679,0.20585793,0.000037526992,0.0010207449,0.00021053219,0.0000038257554,0.00006308406,0.000012119608],"genre_scores_gemma":[0.9703549,0.00013081767,0.02942141,0.0000043114333,0.000062902946,0.000005396626,1.5377402e-7,0.00001864343,0.0000014319645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779695,0.0000063177226,0.00096952176,0.00019748448,0.0006968547,0.00033287963],"domain_scores_gemma":[0.9987361,0.00012162375,0.00045001306,0.00014414683,0.00041008837,0.00013802158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013182198,0.00023170539,0.00056925655,0.0003815452,0.000060253613,0.000028052404,0.0007793083,0.0001696194,0.000002389328],"category_scores_gemma":[0.0013341929,0.00017372175,0.00013231685,0.0008552175,0.00024647126,0.0005803333,0.00014449096,0.00043917532,1.7507635e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030058547,0.000014416678,0.0000017915311,0.00018572793,0.000031874202,2.0955201e-7,0.000023569903,0.09039306,0.8556398,0.052665416,0.000008069613,0.0010060074],"study_design_scores_gemma":[0.0004929391,0.0004309234,0.00003323638,0.0003900632,0.00004437152,0.00008598135,0.00004661535,0.2308014,0.76639414,0.0010849856,0.00005055184,0.00014480126],"about_ca_topic_score_codex":0.0000020070006,"about_ca_topic_score_gemma":7.994086e-8,"teacher_disagreement_score":0.17769715,"about_ca_system_score_codex":0.000109927074,"about_ca_system_score_gemma":0.000060446146,"threshold_uncertainty_score":0.70841676},"labels":[],"label_agreement":null},{"id":"W2048131467","doi":"10.1115/detc2014-35671","title":"Nonlinear Dynamics of a Beam-Rigid Body Microgyroscope","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Cantilever; Gyroscope; Instability; Bifurcation; Beam (structure); Shooting method; Rigid body; Dynamics (music); Mechanics; Rigid body dynamics; Physics; Classical mechanics; Control theory (sociology); Acoustics; Optics; Structural engineering; Engineering; Computer science; Boundary value problem","score_opus":0.0036255896505148,"score_gpt":0.20629340033599508,"score_spread":0.2026678106854803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048131467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397905,0.000101581056,0.04563916,0.00005101054,0.00014992326,0.0000672356,0.000007467846,0.0007893851,0.013403743],"genre_scores_gemma":[0.9261935,0.00013699783,0.07304555,0.000024440895,0.000031481188,0.0000052530495,0.000009195095,0.00002788469,0.0005257101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961925,7.547394e-7,0.00012304028,0.00007758389,0.000044154815,0.0001352058],"domain_scores_gemma":[0.9997251,0.000019809399,0.000015176999,0.00020329675,0.000017087681,0.000019518937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003283921,0.00008110254,0.0001307554,0.00004685539,0.000012697135,0.0000036942754,0.0001129252,0.000071158065,0.000024072851],"category_scores_gemma":[0.000021381764,0.00007065007,0.000028812316,0.0000829574,0.00004053621,0.00004636598,0.000030332878,0.00008300417,0.000020243673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028233103,0.00002482799,0.00011529317,0.000062993364,0.000018506807,8.2801125e-7,0.0000146255215,0.0013008295,0.9756248,0.006094281,0.000592338,0.016147826],"study_design_scores_gemma":[0.00016095935,0.000059344868,0.00009801848,0.000014864581,0.0000049176206,0.000002335337,0.000046103232,0.033080444,0.946176,0.0013382406,0.018893376,0.00012540528],"about_ca_topic_score_codex":0.000009731734,"about_ca_topic_score_gemma":0.000038820395,"teacher_disagreement_score":0.031779613,"about_ca_system_score_codex":0.000018195167,"about_ca_system_score_gemma":0.0000027029407,"threshold_uncertainty_score":0.28810263},"labels":[],"label_agreement":null},{"id":"W2048171849","doi":"10.1109/isie.2006.296012","title":"Effect of curvature on dynamic behavior of cantilever MEMS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Concordia University","funders":"","keywords":"Cantilever; Microelectromechanical systems; Curvature; Natural frequency; Materials science; Structural engineering; Acoustics; Engineering; Physics; Nanotechnology; Mathematics; Geometry; Vibration","score_opus":0.0020555684707268002,"score_gpt":0.21744935843922067,"score_spread":0.21539378996849387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048171849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99517405,0.00021482041,0.0001983146,0.0000032385979,0.000093461254,0.00010404021,0.000009166849,0.00023796373,0.003964966],"genre_scores_gemma":[0.9991737,0.000027338327,0.00040644495,0.0000011676925,0.0000055804717,0.000009627242,0.000003146293,0.0000126758305,0.00036030373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996689,0.0000012744144,0.000102084596,0.000061293526,0.00006351622,0.00010296064],"domain_scores_gemma":[0.99978405,0.000033923392,0.000018418814,0.00014726714,0.000009494766,0.000006859482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032176576,0.000080694444,0.00014433434,0.00005076754,0.000006545184,0.0000010458103,0.000063121886,0.00008177757,0.000025032894],"category_scores_gemma":[0.0000067062088,0.000059396425,0.00003801223,0.000074046315,0.000027535083,0.000021553415,0.000011624662,0.000084317195,0.00000269476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008437149,0.000019610492,0.0003733436,0.00009062054,0.000008501317,0.0000031541365,0.000003316435,0.0025790038,0.98027736,0.00034158223,0.0007495264,0.015545536],"study_design_scores_gemma":[0.0001807219,0.00015143647,0.0044997865,0.000024613224,0.000014686059,9.625039e-7,0.0000036000674,0.00022733568,0.9942022,0.000086413274,0.0005388624,0.0000693679],"about_ca_topic_score_codex":0.000049003265,"about_ca_topic_score_gemma":0.000069478156,"teacher_disagreement_score":0.015476167,"about_ca_system_score_codex":0.000014859757,"about_ca_system_score_gemma":0.0000014640285,"threshold_uncertainty_score":0.2422116},"labels":[],"label_agreement":null},{"id":"W2048264879","doi":"10.1016/j.proche.2009.07.155","title":"Dynamic Pull-in of Shunt Capacitive MEMS Switches","year":2009,"lang":"es","type":"article","venue":"Procedia Chemistry","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Shunt (medical); Voltage; Materials science; Electrical engineering; Capacitance; Optoelectronics; Computer science; Electronic engineering; Acoustics; Engineering; Physics; Electrode","score_opus":0.00494294570742477,"score_gpt":0.22161334365539534,"score_spread":0.21667039794797058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048264879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98671377,0.003528867,0.00012296486,0.0002248647,0.00006847481,0.00014962492,0.00003226499,0.00028411995,0.008875036],"genre_scores_gemma":[0.996718,0.0019436834,0.0010074878,0.000011619024,0.000048639387,0.00002370886,0.000011415461,0.000031439093,0.00020400935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987018,7.2074573e-7,0.0003825734,0.00032654736,0.00016186926,0.00042649012],"domain_scores_gemma":[0.99943334,0.000040678573,0.00011289487,0.00029391365,0.00005711283,0.00006203612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006722439,0.00030688156,0.00041100333,0.00006370203,0.000023105493,0.000016161895,0.00026600578,0.00037251308,0.000031673433],"category_scores_gemma":[0.0001962789,0.0003278746,0.00008374495,0.00030168847,0.00011321453,0.00012182023,0.00004036228,0.00048812732,0.000007684715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012691617,0.00007221184,0.000235636,0.000871922,0.000021207752,0.000012743907,0.0002097503,0.00036389465,0.98827255,0.00007973103,0.000029677336,0.009817969],"study_design_scores_gemma":[0.000329671,0.000034648845,0.0026649141,0.0004900801,0.000018786337,0.000010372278,0.0004738317,0.00056542904,0.9915958,0.003153862,0.00032804906,0.00033455197],"about_ca_topic_score_codex":0.00000730585,"about_ca_topic_score_gemma":0.0000025228208,"teacher_disagreement_score":0.010004214,"about_ca_system_score_codex":0.0001681938,"about_ca_system_score_gemma":0.00004877469,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W2048611631","doi":"10.1115/imece2012-89461","title":"High Performance MEMS Thermal Gyroscope","year":2012,"lang":"en","type":"article","venue":"Volume 9: Micro- and Nano-Systems Engineering and Packaging, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Multiphysics; Vibrating structure gyroscope; Microelectromechanical systems; Sensitivity (control systems); Thermal; Anemometer; Finite element method; Rotation (mathematics); Mechanical engineering; Physics; Engineering; Aerospace engineering; Computer science; Electronic engineering; Mechanics; Optoelectronics; Structural engineering","score_opus":0.005764437769971822,"score_gpt":0.1743192525113677,"score_spread":0.1685548147413959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048611631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96753603,0.030165322,0.00050982786,0.00002118062,0.00087962736,0.00016440012,0.000017790238,0.0005592928,0.00014650296],"genre_scores_gemma":[0.9945062,0.0037074725,0.0007613371,0.0000112827265,0.0002480547,0.000038233786,0.0000068105974,0.00005489934,0.000665748],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988582,0.000004780468,0.00024349468,0.00023002551,0.0000900423,0.0005734563],"domain_scores_gemma":[0.9995451,0.000028014665,0.000038242302,0.00019357487,0.00001764994,0.00017742642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016962273,0.00032354507,0.00035191982,0.00012537616,0.00014902267,0.00009900374,0.00007299173,0.00016078002,0.0000072923144],"category_scores_gemma":[0.000009137945,0.000282835,0.000026118645,0.00011304012,0.00007066922,0.0003382877,0.00006107454,0.00021549269,0.000007120057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000134098,0.00003149177,0.035551824,0.0014397597,0.00013121535,0.000008046723,0.0011411252,0.0042518284,0.9348952,0.00042621727,0.0017535294,0.020356348],"study_design_scores_gemma":[0.0018271732,0.0002769306,0.062810585,0.0010206635,0.00013340812,0.0005653966,0.00054144254,0.020852061,0.18214744,0.000012735068,0.7275999,0.0022122366],"about_ca_topic_score_codex":0.00005224822,"about_ca_topic_score_gemma":0.0000013587027,"teacher_disagreement_score":0.7527478,"about_ca_system_score_codex":0.000019760906,"about_ca_system_score_gemma":0.0000048322195,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W2049266475","doi":"10.1115/imece2008-66811","title":"Nonlinear Vibration of Micromachined Resonators With Attached Excitation/Detection Electrostatic Comb-Drives","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Resonator; Vibration; Nonlinear system; Surface micromachining; Resonance (particle physics); Beam (structure); Orthogonality; Excitation; Acoustics; Materials science; Normal mode; Comb drive; Physics; Optics; Optoelectronics; Atomic physics; Mathematics","score_opus":0.00686208357392658,"score_gpt":0.20796744739731218,"score_spread":0.2011053638233856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049266475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9042707,0.00008248991,0.09465602,0.000023559538,0.000029346016,0.00011606157,0.0000029882708,0.0005228029,0.00029602606],"genre_scores_gemma":[0.9467936,0.000091735696,0.05297883,0.0000088190745,0.000010016111,0.000012328032,0.000010271351,0.000020080453,0.00007430624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953747,0.0000036146203,0.00015301729,0.00009770105,0.00008870236,0.00011950098],"domain_scores_gemma":[0.9997523,0.000033290176,0.00003646318,0.00012065759,0.00003881366,0.000018508328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021955677,0.00010155446,0.00012574047,0.00010643012,0.000054907585,0.0000037891043,0.0000521082,0.0000544019,0.000008775507],"category_scores_gemma":[0.000016989203,0.00008224485,0.000021347867,0.000235718,0.000064578795,0.0001589424,0.000006509164,0.00009794345,0.0000034006257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024292476,0.00002056967,0.0002454042,0.00002719797,0.00002263315,0.0000023937312,0.00020801082,0.0018641124,0.9957383,0.00019227494,0.000035156405,0.0016196539],"study_design_scores_gemma":[0.00039799063,0.00023320422,0.007792847,0.00001155786,0.0000065958925,0.00001634018,0.00013838056,0.009210882,0.981337,0.00047755192,0.00024885844,0.00012879977],"about_ca_topic_score_codex":0.000012162893,"about_ca_topic_score_gemma":0.00006443537,"teacher_disagreement_score":0.042522907,"about_ca_system_score_codex":0.00002665942,"about_ca_system_score_gemma":0.000009123488,"threshold_uncertainty_score":0.33538476},"labels":[],"label_agreement":null},{"id":"W2049494433","doi":"10.1115/1.3442441","title":"Miniature Implantable Pressure Sensors for Medical Applications","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TRTech","funders":"","keywords":"Miniaturization; Capacitive sensing; Microsystem; Microelectromechanical systems; Parasitic capacitance; Materials science; Pressure sensor; Electronic engineering; Application-specific integrated circuit; Piezoresistive effect; Electrical engineering; Capacitance; Optoelectronics; Engineering; Nanotechnology; Mechanical engineering; Electrode","score_opus":0.005444581509148026,"score_gpt":0.27317633925153445,"score_spread":0.26773175774238644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049494433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8861382,0.017964011,0.0624454,0.02201949,0.0059976126,0.0009273158,0.00010858202,0.0008892801,0.003510086],"genre_scores_gemma":[0.97033346,0.0030205613,0.023212949,0.0004434074,0.0027081443,0.000059794296,0.0000075003136,0.00004948713,0.00016467202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874395,0.0000029952705,0.00033216822,0.00007446895,0.00065911416,0.00018733065],"domain_scores_gemma":[0.99920845,0.00026031258,0.00009336497,0.00011527022,0.00007744101,0.00024514232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004726025,0.00009504378,0.00022782364,0.0000698878,0.00004526721,0.000015711528,0.00047299065,0.00044443336,0.00022307436],"category_scores_gemma":[0.000465086,0.00006612267,0.00007672083,0.00009292639,0.00007030031,0.00010708636,0.000030055375,0.00091317366,0.0000046297455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010724945,0.00037561991,0.0010396708,0.0020506496,0.0009796573,0.00022751381,0.0003712382,0.0006767936,0.080987155,0.014597952,0.3938443,0.5047422],"study_design_scores_gemma":[0.00039589085,0.000036423608,0.00021561685,0.000083330626,0.000037328617,0.00043129452,0.00007747614,0.001457974,0.0048406865,0.0011959886,0.99113834,0.00008962915],"about_ca_topic_score_codex":0.0000014219881,"about_ca_topic_score_gemma":0.000060500657,"teacher_disagreement_score":0.59729403,"about_ca_system_score_codex":0.00000535924,"about_ca_system_score_gemma":0.00006796766,"threshold_uncertainty_score":0.39673358},"labels":[],"label_agreement":null},{"id":"W2049735291","doi":"10.1117/12.2037344","title":"Design and fabrication of three-axis accelerometer sensor microsystem for wide temperature range applications using semi-custom process","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Accelerometer; Microsystem; Capacitive sensing; Microelectromechanical systems; Materials science; Surface micromachining; Proof mass; Electrical engineering; Fabrication; CMOS; Optoelectronics; Capacitance; Electronic engineering; Computer science; Engineering; Nanotechnology; Physics","score_opus":0.015387715512180902,"score_gpt":0.2338359171147197,"score_spread":0.2184482016025388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049735291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804323,0.00020150527,0.017436625,0.00023778557,0.00008781837,0.0012910465,0.000045493867,0.0001848381,0.000082587925],"genre_scores_gemma":[0.66869587,0.00011228667,0.33032542,0.000019917112,0.00017567624,0.00055861985,0.000006094559,0.000078481964,0.000027667236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985389,1.1045221e-8,0.0005325845,0.00032061007,0.00030790904,0.0002999471],"domain_scores_gemma":[0.99789673,0.00026965362,0.00028432993,0.00007591737,0.0014080683,0.00006527015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043059903,0.0002904111,0.000433113,0.00012377997,0.000083744126,0.000060797604,0.0005239226,0.00027408366,0.0000012081722],"category_scores_gemma":[0.00035094918,0.0002493483,0.0002504386,0.00031755486,0.00016681821,0.00040514424,0.000068061134,0.00023454685,2.2365253e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041507195,0.000033328077,0.00018136519,0.0019308171,0.00020537128,8.461254e-9,0.00010410596,0.0024393199,0.9721805,0.02217872,0.0002698447,0.0004351339],"study_design_scores_gemma":[0.00088266446,0.00016473392,0.00032518434,0.0004196584,0.00016206682,0.000010450379,0.00067902583,0.102350004,0.8909441,0.0024665603,0.0012206774,0.00037485256],"about_ca_topic_score_codex":0.0000021511,"about_ca_topic_score_gemma":1.32019e-7,"teacher_disagreement_score":0.3128888,"about_ca_system_score_codex":0.00009793195,"about_ca_system_score_gemma":0.000014397811,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2049757501","doi":"10.1504/ijat.2010.032842","title":"A negative residual stress gradient based micro bridge mechanism for on-chip lifting of micro structures","year":2010,"lang":"en","type":"article","venue":"International Journal of Abrasive Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Mechanism (biology); Residual stress; Silicon nitride; Structural engineering; Chip; Composite material; Bridge (graph theory); Stress (linguistics); Residual; Mechanics; Layer (electronics); Computer science; Engineering; Electrical engineering; Physics","score_opus":0.010423390569589675,"score_gpt":0.2683153726766701,"score_spread":0.2578919821070804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049757501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98619646,0.000061889616,0.010696337,0.0011909184,0.0013437403,0.00015748243,0.00015969304,0.00013638238,0.00005712441],"genre_scores_gemma":[0.9367145,0.000039516595,0.06296271,0.00006584534,0.0001671517,0.000011057281,0.000004312431,0.000028828743,0.000006082214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989464,0.000004493703,0.00047695724,0.00014614708,0.00021487025,0.00021110715],"domain_scores_gemma":[0.9984234,0.0002527803,0.00039216317,0.00017468962,0.0007219557,0.00003502877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009490228,0.00018086794,0.00029171156,0.0008368514,0.000037408932,0.000015221864,0.0007067777,0.0002560512,0.000013596884],"category_scores_gemma":[0.0007805349,0.00016136952,0.000121115525,0.00013878135,0.00018114314,0.00009382376,0.00006103257,0.0006395425,9.824197e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099076846,0.000044836182,0.00028281874,0.000019161642,0.00018740415,0.000039040508,0.000071686154,0.00067917776,0.9540372,0.038994223,0.00023059598,0.005314772],"study_design_scores_gemma":[0.0009031779,0.00029292324,0.0012842815,0.000100672834,0.000016441603,0.00010077406,0.00021310785,0.000101376434,0.9034141,0.09320495,0.00024194019,0.00012630451],"about_ca_topic_score_codex":0.0000063081848,"about_ca_topic_score_gemma":0.000047042264,"teacher_disagreement_score":0.054210734,"about_ca_system_score_codex":0.0000665506,"about_ca_system_score_gemma":0.000046825087,"threshold_uncertainty_score":0.6580458},"labels":[],"label_agreement":null},{"id":"W2049867106","doi":"10.1115/imece2006-14017","title":"Dynamics of Variable-Geometry Electrostatic Microactuators","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microbeam; Microactuator; Discretization; Nonlinear system; Limit cycle; Mechanics; Geometry; Mathematical analysis; Materials science; Control theory (sociology); Physics; Limit (mathematics); Optics; Mathematics; Engineering; Computer science; Actuator","score_opus":0.0023928784525781084,"score_gpt":0.16745731593007943,"score_spread":0.16506443747750132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049867106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19468896,0.00030586118,0.7973589,0.00001709207,0.00017222298,0.00022567082,0.000033483007,0.0009083324,0.00628949],"genre_scores_gemma":[0.9295827,0.00009913765,0.07012289,0.00001483692,0.000021044632,0.000022670922,0.000036662626,0.000046667752,0.00005338236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929476,8.583503e-7,0.0002112456,0.00012895287,0.00009854326,0.0002656281],"domain_scores_gemma":[0.9996435,0.000033749056,0.00004473819,0.0002389965,0.000018612023,0.00002042321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005248354,0.0001431919,0.00019643332,0.00012016411,0.000025889063,0.000006203164,0.00014796133,0.00013142453,0.000014352549],"category_scores_gemma":[0.0000072773455,0.00014911537,0.000029125242,0.00041396852,0.000014785663,0.000034722918,0.00003125734,0.00015999278,0.000008650497],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026510656,0.0000128684105,8.840738e-7,0.000040351097,0.000011955438,6.048505e-7,0.0000044974067,0.0024503386,0.4944511,0.49996012,0.00014766048,0.0029169566],"study_design_scores_gemma":[0.00022985169,0.00002542545,0.000006473925,0.000009528244,0.000019775689,0.0000032839441,0.00010101279,0.010838044,0.6112159,0.3763158,0.0010290744,0.00020581741],"about_ca_topic_score_codex":0.000010510985,"about_ca_topic_score_gemma":0.000013566173,"teacher_disagreement_score":0.73489374,"about_ca_system_score_codex":0.00008580364,"about_ca_system_score_gemma":0.000011085057,"threshold_uncertainty_score":0.60807484},"labels":[],"label_agreement":null},{"id":"W2050046025","doi":"10.1088/0957-0233/15/5/011","title":"All-optical measurement of in-plane and out-of-plane Young's modulus and Poisson's ratio in silicon wafers by means of vibration modes","year":2004,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wafer; Poisson's ratio; Materials science; Vibration; Modulus; Poisson distribution; Plane (geometry); Silicon; Young's modulus; Optics; Composite material; Acoustics; Optoelectronics; Physics; Mathematics; Geometry","score_opus":0.019559565897107657,"score_gpt":0.2258097245255147,"score_spread":0.20625015862840704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050046025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545217,0.0010654336,0.0025329036,0.000468846,0.000048176764,0.00021716258,0.000003615124,0.00006271126,0.00014899284],"genre_scores_gemma":[0.99796253,0.00054791896,0.0014626003,0.0000042514944,0.0000015651517,0.0000142424415,6.1774693e-7,0.0000055760765,7.0414944e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987172,0.0000037394605,0.00029413757,0.00023137448,0.000530491,0.00022309406],"domain_scores_gemma":[0.99957806,0.000006642841,0.00005909136,0.00015924683,0.00016739959,0.00002958063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000798804,0.000121224395,0.000261256,0.00045735287,0.000025555622,0.000006632883,0.00013057337,0.00012667572,7.012696e-7],"category_scores_gemma":[0.00023818633,0.000111416855,0.000007307844,0.00041454833,0.00068079575,0.0001763039,0.000048599024,0.00012752083,1.2676625e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010555801,0.00004056028,0.0020582199,0.000059157195,0.00000738571,0.0000013204003,0.000113867085,0.00043874225,0.9898573,0.0027726572,0.000005031208,0.004635209],"study_design_scores_gemma":[0.00069301686,0.00019713238,0.0042131636,0.00009658537,0.000008103655,0.000003984015,0.00052026607,0.0007875755,0.9901453,0.0032025622,0.000024593408,0.00010768396],"about_ca_topic_score_codex":0.000073929994,"about_ca_topic_score_gemma":0.00074149424,"teacher_disagreement_score":0.0045275255,"about_ca_system_score_codex":0.00014396926,"about_ca_system_score_gemma":0.00004834226,"threshold_uncertainty_score":0.45434475},"labels":[],"label_agreement":null},{"id":"W2050190582","doi":"","title":"Analysis of dynamic effects of charge injection due to ESD in MEMS","year":2010,"lang":"en","type":"article","venue":"Electrical Overstress/Electrostatic Discharge Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Air gap (plumbing); Charge (physics); Transfer function; Space charge; Dielectric; Materials science; Electrostatic discharge; Capacitance; Electronic engineering; Electrical engineering; Optoelectronics; Physics; Engineering; Voltage; Electrode; Composite material","score_opus":0.0019284498967379884,"score_gpt":0.2167001376686494,"score_spread":0.2147716877719114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050190582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933303,0.00021145568,0.004906556,0.00008281008,0.00027647233,0.00047079872,0.000035130917,0.0002127021,0.0004737486],"genre_scores_gemma":[0.99896204,0.00017741839,0.0005849183,0.000020074402,0.000016531487,0.000081652724,0.00003247504,0.00004351311,0.00008136841],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981342,0.0000159072,0.00055357727,0.00035376073,0.00031311318,0.0006294208],"domain_scores_gemma":[0.99900603,0.00028375394,0.00012840099,0.00041269037,0.00005579685,0.0001133375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012527074,0.00029504142,0.00079016323,0.0012896707,0.000033764903,0.0000137665065,0.0002780028,0.00020656119,0.000036118323],"category_scores_gemma":[0.0002259433,0.00028400988,0.00019309619,0.0037799398,0.000059699403,0.00016956188,0.00004278638,0.0005690062,0.000007262066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004793303,0.00016187366,0.0009775652,0.0001381479,0.00025441055,0.000009797627,0.00023271624,0.001482315,0.9916259,0.0013120259,0.00007525173,0.0036820448],"study_design_scores_gemma":[0.000603835,0.0006125017,0.013082654,0.00004893424,0.00029319356,0.000004818923,0.000021841062,0.023757838,0.96064705,0.00044921777,0.00011400426,0.00036409686],"about_ca_topic_score_codex":0.00008133434,"about_ca_topic_score_gemma":0.0004013286,"teacher_disagreement_score":0.030978853,"about_ca_system_score_codex":0.00013416362,"about_ca_system_score_gemma":0.000032606073,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2050551015","doi":"10.1007/s00542-006-0290-0","title":"Shape optimization and dynamic characterization of multiple-electrostatically deformable microbridges","year":2006,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Deflection (physics); Actuator; Cantilever; Boundary value problem; Voltage; Nonlinear system; Rayleigh–Ritz method; Materials science; Optics; Physics; Computer science; Mathematical analysis; Mathematics","score_opus":0.0024022453984539373,"score_gpt":0.17042989794877642,"score_spread":0.16802765255032248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050551015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341305,0.0010529256,0.061397824,0.00006400291,0.000056816174,0.00026011092,0.000055284774,0.0029326165,0.000049917388],"genre_scores_gemma":[0.9772582,0.0010263202,0.021540437,0.0000022341483,0.0000040297664,0.000037049194,0.00006277902,0.0000312283,0.000037688147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913406,0.0000026676078,0.0003443033,0.00018423753,0.00007217469,0.00026253285],"domain_scores_gemma":[0.9995746,0.000034529894,0.00009289214,0.00022990102,0.000059448364,0.000008647669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005854243,0.00018257748,0.00025565684,0.000210226,0.00006186538,0.000031096784,0.00016465106,0.00024233827,0.0000022092859],"category_scores_gemma":[0.00003490926,0.00016995023,0.000029048195,0.000267718,0.00013728248,0.00020251762,0.0000752259,0.00013523236,0.0000021173744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041060684,0.0000104439305,0.00033489143,0.00024569017,0.000010333896,0.0000013769462,0.00001067159,0.0041957353,0.9878914,0.00027096557,0.000014440895,0.0070099444],"study_design_scores_gemma":[0.00022815149,0.000039632967,0.001086598,0.00010204408,0.000008969923,0.000023161478,0.00016879983,0.09878394,0.8987366,0.00028321904,0.00035327495,0.00018562077],"about_ca_topic_score_codex":0.00000889982,"about_ca_topic_score_gemma":0.000026250424,"teacher_disagreement_score":0.094588205,"about_ca_system_score_codex":0.000060687915,"about_ca_system_score_gemma":0.000007034764,"threshold_uncertainty_score":0.693037},"labels":[],"label_agreement":null},{"id":"W2051019918","doi":"10.1115/imece2006-14010","title":"Dynamic Analysis of a Digital Micromirror Device","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deflection (physics); Boundary value problem; Hinge; Torsion (gastropod); Nonlinear system; Voltage; Instability; Mechanics; Optics; Materials science; Physics; Structural engineering; Acoustics; Engineering; Electrical engineering","score_opus":0.004878788440789892,"score_gpt":0.20001538391374957,"score_spread":0.19513659547295967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051019918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8724422,0.0002706481,0.12234639,0.00001077984,0.000066000815,0.00014074582,0.00006277298,0.0007602605,0.003900218],"genre_scores_gemma":[0.98589635,0.0000356808,0.013938845,0.0000052750397,0.0000037769294,0.00001507053,0.000039373346,0.000021289225,0.000044335335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994641,3.3779068e-7,0.00017616825,0.00012244032,0.00007468261,0.00016225388],"domain_scores_gemma":[0.9996883,0.000019143657,0.000035959765,0.00022658009,0.000014751278,0.000015251974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021420714,0.00011026923,0.0002234044,0.00018531972,0.000016443699,0.000010132528,0.00012395301,0.000086937995,0.000008362854],"category_scores_gemma":[0.0000031366221,0.000111234454,0.000073573894,0.0006511074,0.000010752829,0.00004595274,0.000033299002,0.00007652782,0.000010934226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003128784,0.000017567649,0.0000020715618,0.000019033403,0.00016759704,0.0000013245208,0.000012017641,0.0048379125,0.966915,0.02356778,0.000034239052,0.004422306],"study_design_scores_gemma":[0.00050470297,0.00003117221,0.00026175322,0.00001299857,0.0007555778,0.0000024771714,0.00038886053,0.05788882,0.8570279,0.07605894,0.0064842543,0.0005825334],"about_ca_topic_score_codex":0.0000047059048,"about_ca_topic_score_gemma":0.000058351205,"teacher_disagreement_score":0.11345416,"about_ca_system_score_codex":0.000034000244,"about_ca_system_score_gemma":0.000003667671,"threshold_uncertainty_score":0.45360094},"labels":[],"label_agreement":null},{"id":"W2051286587","doi":"10.1007/s00542-009-0899-x","title":"Indirectly heated micro-electrothermal actuator with a monolithically integrated displacement sensor","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Actuator; Capacitive sensing; Displacement (psychology); Materials science; Thermal; Acoustics; Mechanical engineering; Optoelectronics; Electrical engineering; Engineering; Physics","score_opus":0.003664946424486393,"score_gpt":0.18851247976749405,"score_spread":0.18484753334300766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051286587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765057,0.0016372538,0.0035281994,0.0005683818,0.000071979004,0.00071506377,0.00003433739,0.016564619,0.0003744444],"genre_scores_gemma":[0.9786557,0.0003199012,0.020582713,0.000043750897,0.000012528458,0.00012082878,0.000013844137,0.00006202028,0.00018868977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821275,0.000008575309,0.00039987976,0.00044761327,0.00018416093,0.0007470235],"domain_scores_gemma":[0.99908453,0.00004092759,0.00008421358,0.0006601358,0.00008802013,0.000042177424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108482,0.00048694902,0.00051234907,0.00033315725,0.0001284821,0.00008688163,0.00052548124,0.00057823415,0.000007251229],"category_scores_gemma":[0.000048187234,0.00035772446,0.00007179343,0.00072832644,0.00015709474,0.00015399777,0.000057947953,0.0007291333,0.00003625375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066316505,0.000040497827,0.00008439544,0.00006491327,0.00007282436,0.000046401252,0.00009677062,0.00008451163,0.975673,0.00021512722,0.00031075906,0.023244446],"study_design_scores_gemma":[0.00060984225,0.00040149028,0.00035864857,0.00030511874,0.000020722264,0.00012029334,0.0015597191,0.0000919172,0.9880185,0.00026080065,0.007740232,0.00051271234],"about_ca_topic_score_codex":0.000012546835,"about_ca_topic_score_gemma":0.0000363536,"teacher_disagreement_score":0.022731734,"about_ca_system_score_codex":0.00029548362,"about_ca_system_score_gemma":0.000034323763,"threshold_uncertainty_score":0.99988747},"labels":[],"label_agreement":null},{"id":"W2051603610","doi":"10.1117/12.388919","title":"&lt;title&gt;Static deflection of microcantilevers in a micropump&lt;/title&gt;","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Micropump; Deflection (physics); Computer science; Physics; Electrical engineering; Materials science; Mechanical engineering; Engineering; Optics","score_opus":0.007921411585844099,"score_gpt":0.21638752433283573,"score_spread":0.20846611274699162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051603610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782015,0.00019843644,0.00002566183,0.00015017168,0.00014108243,0.00016383862,0.000015454383,0.00010755847,0.020996299],"genre_scores_gemma":[0.90468735,0.0012793367,0.09211125,0.000039552993,0.00018494342,0.00007182297,0.000006086306,0.00009274771,0.0015268892],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991615,3.738639e-9,0.00031141783,0.00014344584,0.00018803347,0.00019561475],"domain_scores_gemma":[0.99964416,0.000030577918,0.00007258234,0.000034970773,0.00018762921,0.000030078858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010924303,0.00014809896,0.00020909314,0.0000920968,0.000017268998,0.00001587653,0.0002906799,0.00011206209,0.00009363383],"category_scores_gemma":[0.000069597656,0.00013481831,0.000183066,0.0002328361,0.000083092884,0.00014458937,0.000029051242,0.0001692371,0.000011017861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015947931,0.000030321362,0.000022832432,0.00027356812,0.0000901133,1.0603823e-7,0.000058419067,0.00026432425,0.93183553,0.05676201,0.007471919,0.0031749292],"study_design_scores_gemma":[0.0010225008,0.0002010036,0.0006123691,0.0006027183,0.00009575495,0.000025296826,0.00040199613,0.022024972,0.8550198,0.0040674475,0.11537639,0.0005497375],"about_ca_topic_score_codex":0.000003081954,"about_ca_topic_score_gemma":2.939456e-7,"teacher_disagreement_score":0.10790447,"about_ca_system_score_codex":0.000093188995,"about_ca_system_score_gemma":0.000010889876,"threshold_uncertainty_score":0.54977316},"labels":[],"label_agreement":null},{"id":"W2051622130","doi":"10.1116/1.2194934","title":"Direct evidence of “spring softening” nonlinearity in micromachined mechanical resonator using optical beam deflection technique","year":2006,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Resonator; Softening; Materials science; Capacitive sensing; Deflection (physics); Excitation; Voltage; Nonlinear system; Optics; Acoustics; Optoelectronics; Physics; Engineering; Electrical engineering; Composite material","score_opus":0.013485159269054116,"score_gpt":0.2733149959773043,"score_spread":0.25982983670825016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051622130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826063,0.0039373417,0.012737214,0.00014055366,0.00017670936,0.00016955685,0.0000022310574,0.00020537476,0.000024710682],"genre_scores_gemma":[0.86029273,0.0005757083,0.13908714,0.000003532583,0.000016094617,0.0000049996916,6.8891445e-8,0.000016511558,0.00000321632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981598,0.0000102127815,0.00074852543,0.0003015646,0.0003154463,0.00046443887],"domain_scores_gemma":[0.9991061,0.0001210924,0.00027553938,0.00025024958,0.00018293553,0.00006407645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011962659,0.00022720464,0.0005370262,0.001289469,0.0001489946,0.00003477958,0.0005468339,0.00038024382,0.000002584142],"category_scores_gemma":[0.00023871013,0.00019529498,0.00008092268,0.0020429082,0.0006971308,0.0006302666,0.00021646339,0.00080814376,3.0536944e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030225843,0.000052753305,0.0045112316,0.000039202758,0.000008373064,0.000029559058,0.00001537171,0.0027880715,0.9913291,0.00041922313,0.0000040258105,0.0007728807],"study_design_scores_gemma":[0.0002817281,0.00031181605,0.0045798547,0.00044721132,0.000022016471,0.00031244414,0.00011751635,0.011105455,0.97981375,0.002744004,0.00005384752,0.0002103608],"about_ca_topic_score_codex":0.000090823596,"about_ca_topic_score_gemma":0.00005458708,"teacher_disagreement_score":0.12634993,"about_ca_system_score_codex":0.00014093352,"about_ca_system_score_gemma":0.000106616746,"threshold_uncertainty_score":0.7963898},"labels":[],"label_agreement":null},{"id":"W2051920293","doi":"10.1088/0960-1317/19/7/074020","title":"Fast step-response settling of micro electrostatic actuators operated at low air pressure using input shaping","year":2009,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Settling; Settling time; Actuator; Materials science; Control theory (sociology); Mechanics; Acoustics; Engineering; Electrical engineering; Physics; Control engineering; Computer science; Step response; Environmental engineering","score_opus":0.006667798072237812,"score_gpt":0.21061975161134963,"score_spread":0.20395195353911183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051920293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92643684,0.0066074966,0.06643969,0.00003384172,0.0002335284,0.00013614456,0.000018036662,0.00009327483,0.0000011732781],"genre_scores_gemma":[0.96376467,0.0013842913,0.034712646,0.00002735829,0.000041150462,9.605532e-7,0.0000014827583,0.000054446868,0.000012998723],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986805,0.000010782125,0.00061447755,0.00015793435,0.00013130385,0.0004050364],"domain_scores_gemma":[0.99933374,0.00006766202,0.00020992932,0.0001653211,0.00012512768,0.0000981933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028664738,0.00029503292,0.00051813264,0.00040759306,0.000073514086,0.000029153205,0.00020900958,0.0001556357,0.0000046450136],"category_scores_gemma":[0.00006368876,0.0002873607,0.000111490015,0.00028499015,0.000020806165,0.00023356204,0.00006124251,0.00041164976,4.857897e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010113117,0.000017806147,0.0000031056913,0.00014634657,0.000099907484,0.000031660955,0.00023421139,0.05116181,0.9438893,0.000013154091,0.000037957347,0.0042636124],"study_design_scores_gemma":[0.00068094843,0.00022487955,0.00006693952,0.00061801926,0.00007140643,0.00059673755,0.00014005732,0.04249588,0.95395356,0.000038715873,0.00083218317,0.0002806452],"about_ca_topic_score_codex":0.0000014513784,"about_ca_topic_score_gemma":7.950332e-7,"teacher_disagreement_score":0.03732785,"about_ca_system_score_codex":0.00014414967,"about_ca_system_score_gemma":0.000033387343,"threshold_uncertainty_score":0.99995786},"labels":[],"label_agreement":null},{"id":"W2052433505","doi":"10.1117/12.472738","title":"Microfabrication services at INO","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Microelectromechanical systems; Microfabrication; Lithography; Fabrication; Injection moulding; Wafer; Photolithography; Photoresist; Die preparation; Materials science; Wafer-level packaging; Computer science; Mechanical engineering; Nanotechnology; Engineering; Optoelectronics; Wafer dicing","score_opus":0.008122882634832086,"score_gpt":0.21363410435398222,"score_spread":0.20551122171915015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052433505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930544,0.00039894204,0.000044956705,0.0003999505,0.00025527793,0.00035759335,0.00002519266,0.00033794835,0.0051257233],"genre_scores_gemma":[0.8317953,0.00082447525,0.16622241,0.00008490203,0.00022364962,0.00024344081,0.000012016682,0.00012764831,0.0004661722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984401,2.8335747e-9,0.0005145012,0.00028960992,0.00037978223,0.00037602283],"domain_scores_gemma":[0.99892485,0.00007171747,0.00019276261,0.000069852234,0.00066280283,0.000078039],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002664072,0.00029710395,0.00032667175,0.000099351615,0.00007990232,0.000054547207,0.0006898077,0.00022100328,0.000012466185],"category_scores_gemma":[0.00017454609,0.0002585778,0.00036284872,0.00032642545,0.00014447352,0.00045820748,0.00010928481,0.00025625245,0.000003934203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000140564225,0.000032244072,0.00017878698,0.0004733311,0.00017168108,3.955543e-8,0.00009453802,0.00024462276,0.7993607,0.19753967,0.001624452,0.00026586125],"study_design_scores_gemma":[0.0005586239,0.000096213575,0.00047136468,0.00017498272,0.00007006898,0.00001668885,0.0008776505,0.0044224574,0.9611059,0.002540014,0.029324489,0.00034158558],"about_ca_topic_score_codex":0.0000032223234,"about_ca_topic_score_gemma":2.4697007e-7,"teacher_disagreement_score":0.19499967,"about_ca_system_score_codex":0.00021682266,"about_ca_system_score_gemma":0.00000995821,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W2053133453","doi":"10.1007/s00542-007-0396-z","title":"Study of an eletrostatically actuated torsional micromirror with compliant planar springs","year":2007,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Torsion (gastropod); Torsion spring; Cantilever; Finite element method; Planar; Fabrication; Optics; Voltage; Materials science; Microelectromechanical systems; Beam (structure); Structural engineering; Acoustics; Physics; Engineering; Optoelectronics; Computer science; Electrical engineering","score_opus":0.01095093465859022,"score_gpt":0.23462487156566156,"score_spread":0.22367393690707132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053133453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926842,0.0001904815,0.0018591974,0.000025817159,0.00007626988,0.00054957566,0.000027119142,0.004494929,0.000092447954],"genre_scores_gemma":[0.965392,0.00001775184,0.03448368,0.0000036920692,0.0000056878125,0.000026295333,0.0000065522568,0.000045401015,0.00001892709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985127,0.0000040549826,0.00047215767,0.00032849956,0.00022325771,0.00045934573],"domain_scores_gemma":[0.9990485,0.00008241516,0.0001091893,0.00063382107,0.000090394875,0.000035727622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205507,0.00028862595,0.00044024666,0.00032749012,0.000085365384,0.000023471937,0.00054720434,0.00025612098,0.0000026786984],"category_scores_gemma":[0.000038922903,0.00022222092,0.000033648434,0.00043138882,0.00018854703,0.00014684009,0.00009338291,0.00033909848,0.000008903073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006797721,0.00019695246,0.0012199837,0.000118476506,0.00007287191,0.00013474845,0.00024023841,0.000057225316,0.9936308,0.0002938096,0.00004682366,0.0039200513],"study_design_scores_gemma":[0.0009736342,0.0011683612,0.007594567,0.0001616334,0.000022512451,0.00010553957,0.025531698,0.000020680247,0.9629966,0.000214377,0.0008329069,0.00037751286],"about_ca_topic_score_codex":0.000040449006,"about_ca_topic_score_gemma":0.0005289761,"teacher_disagreement_score":0.03262448,"about_ca_system_score_codex":0.00010103532,"about_ca_system_score_gemma":0.000012018813,"threshold_uncertainty_score":0.9061906},"labels":[],"label_agreement":null},{"id":"W2053183194","doi":"10.1109/icsens.2012.6411580","title":"Heater power and thermal gyroscope sensitivity","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Sensitivity (control systems); Deflection (physics); Thermal; Vibrating structure gyroscope; Rotation (mathematics); Materials science; Power (physics); Physics; Microelectromechanical systems; Acoustics; Optics; Optoelectronics; Electronic engineering; Engineering; Aerospace engineering; Computer science","score_opus":0.00624103632095582,"score_gpt":0.2045192817193945,"score_spread":0.1982782453984387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053183194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848163,0.00031567976,0.0011986733,0.000038922764,0.00011607944,0.000027182885,7.3212743e-7,0.0004992582,0.012987157],"genre_scores_gemma":[0.9971015,0.00003273782,0.0026253213,0.000035999634,0.000020209598,0.0000017068257,2.0681972e-7,0.000009015595,0.00017328953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975276,0.0000010860349,0.000032589764,0.00003891333,0.000022649627,0.00015200138],"domain_scores_gemma":[0.99988216,0.000011035768,0.0000022842428,0.00007496271,0.0000030859767,0.00002648042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003490311,0.000054203945,0.00005243287,0.000014408296,0.000015831494,0.0000050807253,0.000011741756,0.000037989917,0.000047034748],"category_scores_gemma":[0.0000039470524,0.000040502535,0.000008184628,0.000021138796,0.00002268144,0.00013919413,0.000021712867,0.000052821015,0.000025086976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001265871,0.0000063821813,0.0013999338,0.0000059814033,0.0000070827423,0.0000020285045,0.00009395106,0.000049117654,0.98972934,0.00077293534,0.00049354153,0.0074384054],"study_design_scores_gemma":[0.00010328329,0.000013358195,0.04727836,0.0000045574184,0.0000031489476,0.000014926166,0.00009925981,0.00015556102,0.93770623,0.00009012206,0.014372602,0.00015858836],"about_ca_topic_score_codex":0.0000026017065,"about_ca_topic_score_gemma":0.000001982278,"teacher_disagreement_score":0.05202314,"about_ca_system_score_codex":0.00000562104,"about_ca_system_score_gemma":4.2901252e-7,"threshold_uncertainty_score":0.16516455},"labels":[],"label_agreement":null},{"id":"W2053254070","doi":"10.1109/iros.2006.282628","title":"Design of a Micro-Gripper and an Ultrasonic Manipulator for Handling Micron Sized Objects","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Ultrasonic sensor; Grippers; Materials science; Fabrication; Robotics; Robot; Nanotechnology; Process (computing); Mechanical engineering; Computer science; Acoustics; Engineering; Artificial intelligence; Physics","score_opus":0.013370909520580376,"score_gpt":0.2279063004507513,"score_spread":0.21453539093017093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053254070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8590126,0.001380351,0.13880049,0.0000074043955,0.00004651319,0.00027007874,0.0000034858833,0.0003726623,0.0001063839],"genre_scores_gemma":[0.8257836,0.000081819635,0.17395328,0.0000057121633,0.000022918855,0.00001996505,0.0000028912266,0.000022089645,0.00010769696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995323,0.0000017539581,0.00013624258,0.00012202229,0.00003072167,0.00017697175],"domain_scores_gemma":[0.99976486,0.00006219136,0.000019646228,0.00011795135,0.000017758055,0.000017604058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050161005,0.00010567363,0.00015562835,0.00005025869,0.000030015843,0.00001097654,0.00005762827,0.00008389753,0.0000046842833],"category_scores_gemma":[0.00001138933,0.00009305207,0.000023066728,0.000051082174,0.000028187682,0.00009173209,0.000008820492,0.000046741836,6.522327e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001316099,0.000010826446,0.00003448661,0.00004956647,0.000007898183,4.5128021e-7,0.000030735664,0.0043891096,0.9939974,0.00015187333,0.00009411552,0.0012203847],"study_design_scores_gemma":[0.0005624721,0.00007159568,0.00026901258,0.000020824154,0.0000102394,0.0000039173788,0.000081913095,0.00301638,0.99411005,0.0014438105,0.00027726995,0.00013252512],"about_ca_topic_score_codex":0.000017863309,"about_ca_topic_score_gemma":0.000031767475,"teacher_disagreement_score":0.035152793,"about_ca_system_score_codex":0.000015952986,"about_ca_system_score_gemma":0.000005729236,"threshold_uncertainty_score":0.37945533},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.023991338283027852,"score_gpt":0.2493928475537738,"score_spread":0.22540150927074595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053944415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9267636,0.006805628,0.03081823,0.00065718923,0.000326787,0.0007739222,0.00004013379,0.027712934,0.006101601],"genre_scores_gemma":[0.96270514,0.00062106876,0.036158964,0.000022261685,0.00004262039,0.00026366336,0.000017229571,0.00005902822,0.00011002156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836826,0.000005187976,0.00046688353,0.0004023071,0.00020962012,0.0005477341],"domain_scores_gemma":[0.9989622,0.000049716,0.00008653726,0.0008122053,0.000046137564,0.000043151525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001546169,0.00036926992,0.00046985163,0.00028682125,0.00013443662,0.0000754275,0.00072015513,0.0004975804,0.0000067645915],"category_scores_gemma":[0.0000622779,0.00032661515,0.000097964585,0.00037730552,0.00017336944,0.00026021895,0.00024325647,0.0005560395,0.000050650255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032979378,0.00007469107,0.000246392,0.0003040249,0.00008501725,0.0000050812764,0.00006577303,0.005104326,0.95868504,0.002892251,0.002584124,0.029949997],"study_design_scores_gemma":[0.00092198,0.00008662559,0.0007196656,0.00023465707,0.000029942337,0.00006438519,0.00636509,0.009748888,0.875558,0.0008113438,0.10441235,0.001047082],"about_ca_topic_score_codex":0.000010786796,"about_ca_topic_score_gemma":0.00001655568,"teacher_disagreement_score":0.10182822,"about_ca_system_score_codex":0.00027200888,"about_ca_system_score_gemma":0.000017295597,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W2054689673","doi":"10.1117/12.570271","title":"Repulsive force actuated rotary micromirror","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Surface micromachining; Rotation (mathematics); Optics; Microfabrication; Materials science; Voltage; Fabrication; Physics; Computer science","score_opus":0.009081221729986223,"score_gpt":0.2206704906955598,"score_spread":0.2115892689655736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054689673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563956,0.00020203275,0.00007919759,0.0011787058,0.00028619956,0.0005479995,0.00004766626,0.00051385135,0.0015047821],"genre_scores_gemma":[0.72061616,0.0005361168,0.27769035,0.00010363683,0.0003322935,0.0002823125,0.000015837153,0.00016204303,0.0002612392],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981001,1.9250965e-9,0.00062690227,0.00035300496,0.0004330698,0.00048693648],"domain_scores_gemma":[0.9987224,0.00007095043,0.0002083079,0.00008142935,0.0008133812,0.0001035343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023161239,0.00038125107,0.00044036063,0.00012370507,0.00007852738,0.000062125604,0.0009101052,0.00028110412,0.000007955106],"category_scores_gemma":[0.00034852687,0.00032827968,0.00054225355,0.00037039127,0.00022912999,0.0005831763,0.00015454604,0.00043359053,0.0000030001238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039960876,0.000051281615,0.00001787559,0.00032358992,0.00032833833,2.3479228e-7,0.00016334363,0.0010374894,0.8880127,0.108415544,0.0012583487,0.00035126414],"study_design_scores_gemma":[0.0012545765,0.00022670513,0.0003353518,0.00034858912,0.000081104656,0.000027927701,0.0012062863,0.0025028049,0.98231804,0.0079483725,0.0033019406,0.00044829276],"about_ca_topic_score_codex":0.00000884841,"about_ca_topic_score_gemma":3.2879424e-7,"teacher_disagreement_score":0.27761117,"about_ca_system_score_codex":0.00027215885,"about_ca_system_score_gemma":0.000022525574,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W2055149613","doi":"10.1002/adfm.200890059","title":"Cover Picture: A Birefringent and Transparent Electrical Conductor (Adv. Funct. Mater. 15/2008)","year":2008,"lang":"en","type":"paratext","venue":"Advanced Functional Materials","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Materials science; Birefringence; Indium tin oxide; Substrate (aquarium); Conductor; Transparent conducting film; Optoelectronics; Thin film; Deposition (geology); Nanotechnology; Optics; Composite material","score_opus":0.021429376063846938,"score_gpt":0.23092705780355136,"score_spread":0.20949768173970443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055149613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87356716,0.052464057,0.012778307,0.00020035237,0.03728439,0.0027291311,0.0043775,0.0032783933,0.013320695],"genre_scores_gemma":[0.7992004,0.105184026,0.0061558145,0.00057791773,0.0034170258,0.0017314282,0.0030825408,0.0008973288,0.079753526],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973044,0.000020035755,0.00071901764,0.0007435415,0.00048563103,0.00072738813],"domain_scores_gemma":[0.99901086,0.0000944849,0.00016641471,0.00044557612,0.00012367462,0.00015900796],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000077797515,0.0008502613,0.0010479967,0.00026469113,0.00018303536,0.000073472496,0.00022129346,0.0007177455,0.0044665528],"category_scores_gemma":[0.00003505985,0.0007661008,0.00012400912,0.00021717692,0.00017310178,0.00028716432,0.00007884734,0.0004914489,0.0020067622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002488323,0.000044672088,9.58232e-7,0.00036990386,0.00026632726,0.00003321614,0.00002904503,0.009333578,0.82388943,0.000103841034,0.16374235,0.0019378269],"study_design_scores_gemma":[0.00087825255,0.00017278337,0.00022514515,0.00014978928,0.00007220132,0.00012935966,0.000012329297,0.000017165748,0.45139644,0.000274859,0.5458071,0.00086455664],"about_ca_topic_score_codex":0.000006465817,"about_ca_topic_score_gemma":0.0000022664367,"teacher_disagreement_score":0.38206476,"about_ca_system_score_codex":0.00030925704,"about_ca_system_score_gemma":0.00009191296,"threshold_uncertainty_score":0.999479},"labels":[],"label_agreement":null},{"id":"W2056090196","doi":"10.1088/0960-1317/16/11/n01","title":"Non-uniform residual stresses for parallel assembly of out-of-plane surface-micromachined structures","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Residual stress; Deflection (physics); Cantilever; Stiffness; Materials science; Microelectromechanical systems; Residual; Neutral plane; Surface (topology); Structural engineering; Mechanical engineering; Composite material; Nanotechnology; Fabrication; Optics; Geometry; Engineering; Computer science; Physics; Mathematics","score_opus":0.006758770294166329,"score_gpt":0.21327732187515866,"score_spread":0.20651855158099233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056090196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.914089,0.0036247305,0.08163316,0.000015579335,0.00036582715,0.00013251675,0.000084313804,0.00004196805,0.000012872538],"genre_scores_gemma":[0.90232694,0.0011780729,0.09634665,0.0000017183789,0.00007408944,0.00000126595,0.000007809823,0.000043322598,0.000020154595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890345,0.0000018047663,0.0006262111,0.00010652637,0.00010345144,0.00025856303],"domain_scores_gemma":[0.99937814,0.00006235215,0.00025788043,0.00013893907,0.000120595476,0.000042102354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000126308,0.00022189195,0.00050441,0.00019345444,0.000030122492,0.000016451855,0.00020049325,0.00013579802,0.00000192726],"category_scores_gemma":[0.000015023695,0.00019915334,0.00010848691,0.00009365935,0.000024290342,0.00012503524,0.000041429754,0.00020936418,1.0895468e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003518749,0.000017937371,0.000008569513,0.00036313347,0.00008001901,0.000006698635,0.00005153827,0.04484368,0.952276,0.00039520444,0.0003707859,0.0015512799],"study_design_scores_gemma":[0.0008837412,0.000207579,0.00010575018,0.00018094816,0.000051410338,0.00010467892,0.000120460165,0.0024939654,0.9931845,0.0014150371,0.001054386,0.0001975196],"about_ca_topic_score_codex":0.0000110866,"about_ca_topic_score_gemma":0.000016218506,"teacher_disagreement_score":0.042349715,"about_ca_system_score_codex":0.000029634684,"about_ca_system_score_gemma":0.00001548175,"threshold_uncertainty_score":0.8121237},"labels":[],"label_agreement":null},{"id":"W2056527965","doi":"10.1007/s11071-006-9079-z","title":"Dynamic pull-in phenomenon in MEMS resonators","year":2006,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":419,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Resonator; Voltage; Electrical engineering; Materials science; Engineering; Optoelectronics","score_opus":0.0035614210082096495,"score_gpt":0.20836281909983925,"score_spread":0.20480139809162962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056527965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992928,0.00052783545,0.0014952495,0.000069860136,0.00019214624,0.00014537011,0.00002424093,0.00048823928,0.0041290275],"genre_scores_gemma":[0.978874,0.00036158046,0.020158287,0.00001129551,0.000035183304,0.000017971912,0.00008555259,0.00006717124,0.00038893006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906,0.0000028604813,0.0002782248,0.0001947491,0.00010445033,0.00035973056],"domain_scores_gemma":[0.9996802,0.000026983284,0.000023838458,0.00023589592,0.000011142418,0.000021939155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008311168,0.00017098279,0.00020142693,0.00027296954,0.000016276083,0.000012744529,0.00017118744,0.000169189,0.0000072911457],"category_scores_gemma":[0.000014607651,0.00018404199,0.00003260589,0.00045026533,0.000040482617,0.00010386337,0.000037494126,0.00034453682,0.000020041283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051764033,0.0004682328,0.018855127,0.0002641756,0.00002927691,0.00038688374,0.00020697924,0.7978862,0.04328647,0.014988695,0.0001766276,0.123399585],"study_design_scores_gemma":[0.0005872839,0.000027163995,0.0075427815,0.000049749586,0.0000030253382,0.0000053476924,0.00017299296,0.9763954,0.0010337055,0.010017746,0.0037987388,0.000366058],"about_ca_topic_score_codex":0.00014164022,"about_ca_topic_score_gemma":0.011040827,"teacher_disagreement_score":0.17850922,"about_ca_system_score_codex":0.00044769968,"about_ca_system_score_gemma":0.000011341562,"threshold_uncertainty_score":0.75050145},"labels":[],"label_agreement":null},{"id":"W2056652050","doi":"10.1016/j.sna.2008.11.014","title":"Displacement sensing of a micro-electro-thermal actuator using a monolithically integrated thermal sensor","year":2008,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Division of Materials Research","keywords":"Actuator; Displacement (psychology); Thermal; Materials science; Acoustics; Electrical engineering; Engineering; Physics","score_opus":0.010634369289328226,"score_gpt":0.22086144805680405,"score_spread":0.21022707876747582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056652050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977458,0.000073941934,0.0014965889,0.000032557833,0.00006019804,0.0001818675,0.000017357886,0.0003111497,0.00008053594],"genre_scores_gemma":[0.9879619,0.000072509036,0.011748363,0.000021381655,0.00010741562,0.0000025584834,0.0000038555095,0.000059465146,0.000022580063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987825,0.000017151078,0.00027710738,0.00028110147,0.00018552801,0.00045661634],"domain_scores_gemma":[0.99943364,0.000084596024,0.000073202544,0.00024322954,0.000057248584,0.000108103486],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000046570396,0.0003310126,0.00047198124,0.000105832434,0.00012833526,0.000015552456,0.00009373643,0.00014701555,0.000006241303],"category_scores_gemma":[0.000034090346,0.0002705808,0.00012322869,0.00023371087,0.00028391744,0.00012411237,0.000054691285,0.00039584102,0.0000037825487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054616292,0.00005782174,0.00006227716,0.000032586555,0.00007633131,0.000034485915,0.00085026963,0.0010196576,0.9883543,0.000072042436,0.000022045617,0.009363517],"study_design_scores_gemma":[0.0006126031,0.00015207892,0.00083132327,0.00007841756,0.00005072823,0.00008962831,0.00047196198,0.06325418,0.9333601,0.0001625825,0.00047940426,0.00045702403],"about_ca_topic_score_codex":0.000032387245,"about_ca_topic_score_gemma":0.0000010971544,"teacher_disagreement_score":0.062234517,"about_ca_system_score_codex":0.000067121175,"about_ca_system_score_gemma":0.00003327438,"threshold_uncertainty_score":0.99997467},"labels":[],"label_agreement":null},{"id":"W2057348410","doi":"10.1117/12.591787","title":"Design and fabrication of giant micromirrors using electroplating-based technology","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Fabrication; Electroplating; Computer science; Materials science; Optoelectronics; Nanotechnology","score_opus":0.012235884448791954,"score_gpt":0.22835067739971562,"score_spread":0.21611479295092367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057348410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99458486,0.00033196545,0.0035768773,0.0006962812,0.000061960534,0.0004038425,0.000009781369,0.00023102498,0.00010341898],"genre_scores_gemma":[0.5052673,0.00011150834,0.49446306,0.000011976866,0.000053852345,0.00004488983,0.0000011627598,0.000038595004,0.00000764454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986692,4.952357e-9,0.00052682386,0.00023894137,0.00025728004,0.000307751],"domain_scores_gemma":[0.9988478,0.00008710728,0.00024769772,0.000054081167,0.00071710534,0.000046211975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023726953,0.0002444783,0.00034602173,0.00020125031,0.00004948108,0.000024928957,0.00045406906,0.00023465708,0.0000026409125],"category_scores_gemma":[0.00027003247,0.0002193299,0.0001848171,0.000396628,0.00024245596,0.00030197733,0.000072265124,0.00026482574,2.6744837e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028736868,0.000036695317,0.00006343984,0.00028021255,0.00013629087,2.9276718e-8,0.000043779542,0.00709082,0.9472126,0.043716047,0.00015491889,0.0012364495],"study_design_scores_gemma":[0.00042726842,0.00013124148,0.00014977533,0.00015115143,0.00005442414,0.000008364351,0.0002964167,0.21601076,0.78145766,0.0008195502,0.0003148976,0.00017850111],"about_ca_topic_score_codex":0.0000028348263,"about_ca_topic_score_gemma":1.0372163e-7,"teacher_disagreement_score":0.49088618,"about_ca_system_score_codex":0.00014574641,"about_ca_system_score_gemma":0.000019240942,"threshold_uncertainty_score":0.8944014},"labels":[],"label_agreement":null},{"id":"W2057680014","doi":"10.1115/imece2008-68081","title":"A Linearly Tunable MEMS Capacitor With Segmented Electrode and Enhanced Structure","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Capacitor; Capacitance; Cantilever; Microelectromechanical systems; Stiffness; Materials science; Linearity; Voltage; Electrode; Node (physics); Electronic engineering; Optoelectronics; Structural engineering; Electrical engineering; Engineering; Physics; Composite material","score_opus":0.004519845598679709,"score_gpt":0.16963657380590905,"score_spread":0.16511672820722934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057680014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97730976,0.020179853,0.00072976365,0.000080766236,0.00016768779,0.0004699268,0.000048375452,0.0009780625,0.000035814734],"genre_scores_gemma":[0.99020755,0.007548614,0.0012537299,0.000016540642,0.0000639754,0.000064191554,0.000009881321,0.00005334477,0.0007821571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983487,0.000008457906,0.00033237017,0.0005776586,0.00011529895,0.0006174913],"domain_scores_gemma":[0.9993963,0.000026262303,0.00010192259,0.00031344395,0.00004168744,0.000120353674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000060965616,0.00046698542,0.00060681824,0.00042839217,0.00044659694,0.00008521627,0.00012577632,0.00049527915,0.0000041739618],"category_scores_gemma":[0.000012750169,0.00036459582,0.000024910609,0.00021282972,0.00050557806,0.00023150735,0.00010641143,0.00038868218,0.000001645621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040978823,0.000014658794,0.0010347202,0.0003287865,0.00010946083,0.000036140744,0.0002478912,0.000024953828,0.99274945,0.00004648192,0.00042282144,0.004943627],"study_design_scores_gemma":[0.0011409324,0.0003513537,0.00057014386,0.00027079965,0.00004416696,0.0012891109,0.00049041194,0.00011496922,0.9687979,0.00014580341,0.026223462,0.0005609139],"about_ca_topic_score_codex":0.00010599768,"about_ca_topic_score_gemma":0.00006861769,"teacher_disagreement_score":0.025800642,"about_ca_system_score_codex":0.000035343808,"about_ca_system_score_gemma":0.000018750885,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W2058163584","doi":"10.1109/icsens.2013.6688275","title":"Design of CMOS capacitance to frequency converter for high-temperature MEMS sensors","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CMOS; Capacitance; Capacitive sensing; Electrical engineering; Electronic engineering; Parasitic capacitance; SIGNAL (programming language); Computer science; Engineering; Physics; Electrode","score_opus":0.010962597646998468,"score_gpt":0.20182711031478193,"score_spread":0.19086451266778345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058163584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8507893,0.00011610239,0.14677915,0.00024000615,0.00027038335,0.00084532134,0.000011982052,0.00062827766,0.00031946125],"genre_scores_gemma":[0.86430204,0.000034494955,0.13483752,0.000065959066,0.000022674367,0.00018075484,0.0000014198463,0.000023679167,0.00053148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946976,0.0000014485644,0.00014683956,0.00012385246,0.000056734956,0.00020135492],"domain_scores_gemma":[0.99961066,0.000053446278,0.000015100852,0.00020983048,0.00007328551,0.00003766624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028146107,0.00012234521,0.00017180153,0.000051830775,0.000020243144,0.000009725873,0.0001135749,0.00011562701,0.000096632844],"category_scores_gemma":[0.000030478186,0.00009770162,0.000025086152,0.0001045209,0.000025814545,0.00013383865,0.0000066684584,0.00007877102,0.000041032894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019001585,0.000004067272,0.0000043839327,0.000032415977,0.000014395764,4.3396517e-7,0.000060943275,0.002289597,0.98819095,0.00178507,0.0066273347,0.0009885025],"study_design_scores_gemma":[0.00016278958,0.00007100924,0.00009250118,0.000019458448,0.0000036232063,0.0000012132911,0.00013779158,0.00047488324,0.9921811,0.0064573195,0.00024452092,0.00015374324],"about_ca_topic_score_codex":0.000034451157,"about_ca_topic_score_gemma":0.0000064833675,"teacher_disagreement_score":0.013512695,"about_ca_system_score_codex":0.000026212849,"about_ca_system_score_gemma":0.000004488172,"threshold_uncertainty_score":0.39841565},"labels":[],"label_agreement":null},{"id":"W2058202323","doi":"10.1115/detc2010-28487","title":"Dynamic Switching of MEMS Shunt Switches","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Voltage; Capacitive sensing; Shunt (medical); Fast switching; Switching time; Microelectromechanical systems; Computer science; Electronic engineering; Materials science; Control theory (sociology); Electrical engineering; Engineering; Optoelectronics","score_opus":0.004990687528385877,"score_gpt":0.21696714076847515,"score_spread":0.21197645324008926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058202323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799732,0.00007133902,0.0117462985,0.00003736758,0.0002720298,0.000043827007,6.6403595e-7,0.00075579487,0.007099491],"genre_scores_gemma":[0.98152226,0.00005616104,0.018289262,0.0000053814897,0.000009175796,0.000004698483,4.0211546e-7,0.000015495049,0.000097166136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996359,2.0061003e-7,0.00011378304,0.000072169874,0.000052850304,0.00012512482],"domain_scores_gemma":[0.99973726,0.000018938605,0.000014348222,0.00019942122,0.0000110827095,0.000018939436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038091977,0.00007634388,0.00010453461,0.0000540943,0.00001584624,0.000004705469,0.00011621269,0.000076928955,0.000043656197],"category_scores_gemma":[0.000021918398,0.000062602965,0.000028640943,0.00007341515,0.000015086781,0.00007841275,0.000027492835,0.00020400302,0.000010500291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.939453e-7,0.000004006274,0.000045702407,0.000014813407,0.000006320138,4.833427e-7,0.000027702847,0.00030011387,0.9739134,0.0012387132,0.000027741593,0.024420543],"study_design_scores_gemma":[0.00008286938,0.000011553037,0.00096956897,0.000008299401,0.0000032251294,0.0000034976729,0.00013889618,0.0040411106,0.98715556,0.005157041,0.0023161832,0.00011217922],"about_ca_topic_score_codex":0.000013995713,"about_ca_topic_score_gemma":0.00020492314,"teacher_disagreement_score":0.024308365,"about_ca_system_score_codex":0.0000074220643,"about_ca_system_score_gemma":0.0000031744758,"threshold_uncertainty_score":0.25528747},"labels":[],"label_agreement":null},{"id":"W2058377865","doi":"10.1088/0960-1317/21/7/075025","title":"Micromachined three-axis thermal accelerometer with a single composite heater","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Materials science; Accelerometer; Fabrication; Bulk micromachining; Cantilever; Microprobe; Polyimide; Substrate (aquarium); Layer (electronics); Microelectromechanical systems; Silicon; Optoelectronics; Composite number; Thermal; Amorphous silicon; Sensitivity (control systems); Composite material; Electronic engineering; Engineering; Crystalline silicon; Chemistry; Computer science","score_opus":0.014004284262152623,"score_gpt":0.1635710695015955,"score_spread":0.1495667852394429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058377865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96404344,0.0023063065,0.033134587,0.000015550126,0.00021047502,0.00007834341,0.0000054082207,0.00013172156,0.00007417373],"genre_scores_gemma":[0.9448109,0.00032441915,0.054730296,0.000017636092,0.000041076786,0.0000021357087,7.610743e-7,0.00006246324,0.000010269736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991576,0.00000253607,0.0003237897,0.00012418484,0.00008418155,0.0003077],"domain_scores_gemma":[0.9995995,0.000013623893,0.00008697128,0.00015331233,0.00005864525,0.000087952234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000883442,0.0002473886,0.0003346084,0.00024381651,0.000041105188,0.000035169982,0.00019820798,0.000094909985,0.000018680134],"category_scores_gemma":[0.000003213687,0.00019011176,0.00007522595,0.00013932557,0.000029127383,0.00022933485,0.000056724894,0.0003254125,0.0000019476931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039892057,0.000030036717,0.000044371252,0.00005307608,0.000115784125,0.00006769667,0.00022797339,0.00021145359,0.9927129,0.000022288677,0.000024428602,0.006450061],"study_design_scores_gemma":[0.0007045388,0.000427158,0.00076665345,0.00017346308,0.000053777727,0.00095737074,0.000059473397,0.0005137719,0.99504566,0.00017920186,0.00082770514,0.0002912174],"about_ca_topic_score_codex":0.0000040641385,"about_ca_topic_score_gemma":0.0000054647303,"teacher_disagreement_score":0.021595709,"about_ca_system_score_codex":0.000044288096,"about_ca_system_score_gemma":0.0000059244603,"threshold_uncertainty_score":0.7752533},"labels":[],"label_agreement":null},{"id":"W2059784610","doi":"10.1116/1.1380226","title":"Micro-electro-mechanical system fabrication technology applied to large area x-ray image sensor arrays","year":2001,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Xerox (Canada)","funders":"","keywords":"Microelectromechanical systems; Fabrication; Materials science; Wafer; Photoresist; Surface micromachining; Electronics; Optoelectronics; Silicon; Photolithography; Nanotechnology; Electrical engineering; Engineering","score_opus":0.006352065839883909,"score_gpt":0.22361081481651487,"score_spread":0.21725874897663097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059784610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268566,0.0010664867,0.06849404,0.001559406,0.00038311377,0.00032448268,0.000016619548,0.0010829882,0.00021628189],"genre_scores_gemma":[0.92784095,0.0009146121,0.07105435,0.000040833762,0.0000358341,0.000027406912,7.2619713e-7,0.000037049987,0.000048240734],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99735713,0.0000070858323,0.0007369074,0.0005135306,0.00037667537,0.0010086618],"domain_scores_gemma":[0.99849683,0.000048199636,0.00030948012,0.0005745068,0.00038107802,0.00018992389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000749968,0.00038039905,0.0006915582,0.002352617,0.00039714048,0.00007063268,0.0011178624,0.00055541424,0.00001350017],"category_scores_gemma":[0.00013703869,0.00031780064,0.00008604447,0.004230668,0.0005652284,0.00042589768,0.00029069235,0.00094945746,0.000025233341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003120729,0.000050598195,0.00032716378,0.000026568918,0.000031348292,0.00006382799,0.000054914406,0.00037453132,0.992714,0.0034239448,0.00033020362,0.002571703],"study_design_scores_gemma":[0.001040367,0.0007103128,0.00081988296,0.00017166762,0.00006198396,0.0014829151,0.0063181794,0.0039308365,0.9677996,0.003525854,0.013473055,0.00066533627],"about_ca_topic_score_codex":0.0000011794068,"about_ca_topic_score_gemma":0.0000024052063,"teacher_disagreement_score":0.024914378,"about_ca_system_score_codex":0.00020339176,"about_ca_system_score_gemma":0.00007835035,"threshold_uncertainty_score":0.9999274},"labels":[],"label_agreement":null},{"id":"W2059797407","doi":"10.3390/s7030319","title":"Studying the Effect of Deposition Conditions on the Performance and Reliability of MEMS Gas Sensors","year":2007,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multiphysics; Microelectromechanical systems; Microfabrication; Microheater; Reliability (semiconductor); Finite element method; Nonlinear system; Coupling (piping); Parametric statistics; Field (mathematics); Mechanical engineering; Electronic engineering; Thermal; Process (computing); Computer science; Engineering; Materials science; Nanotechnology; Structural engineering; Fabrication; Physics","score_opus":0.0069873963912997,"score_gpt":0.22937066831537437,"score_spread":0.22238327192407467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059797407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882764,0.000040079733,0.000034075925,0.000059462007,0.00006473865,0.00023369981,0.000004586388,0.00009585326,0.00063989207],"genre_scores_gemma":[0.99975795,0.00010931129,0.00009056073,0.000004033065,0.000011846429,0.0000058348746,7.58297e-7,0.000008958798,0.000010733756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954957,0.000012219997,0.00014916067,0.00007700694,0.00009377705,0.00011829548],"domain_scores_gemma":[0.9991001,0.00060429634,0.00004033087,0.0002235579,0.000019912835,0.000011791957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468768,0.00008397495,0.00011801266,0.000037893347,0.0000854079,0.00000296623,0.00006114312,0.000045994977,0.0000024653539],"category_scores_gemma":[0.00010451624,0.00004529486,0.000030578263,0.00012265354,0.00017021237,0.00003115863,0.000015753516,0.00014918728,0.0000013013287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011075244,0.00003475113,0.011225529,0.000397215,0.00007415736,0.0000052203895,0.0012830612,0.22280844,0.753825,0.000590084,0.00014452802,0.009501269],"study_design_scores_gemma":[0.00013179345,0.00020995806,0.032548968,0.000053328058,0.000016458142,0.000005160806,0.00052690436,0.0022370114,0.9640608,0.00009053731,0.00006055333,0.000058549387],"about_ca_topic_score_codex":0.000009363416,"about_ca_topic_score_gemma":0.000005343612,"teacher_disagreement_score":0.22057143,"about_ca_system_score_codex":0.000016729433,"about_ca_system_score_gemma":0.0000011625089,"threshold_uncertainty_score":0.18470708},"labels":[],"label_agreement":null},{"id":"W2060072331","doi":"10.1109/tie.2011.2178210","title":"Development of a Vector Display System Based on a Surface-Micromachined Micromirror","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Surface micromachining; Microelectromechanical systems; Settling time; Actuator; Digital micromirror device; Voltage; Optics; Materials science; Engineering; Optoelectronics; Electrical engineering; Physics; Fabrication; Step response","score_opus":0.03290023697397091,"score_gpt":0.21993810768225106,"score_spread":0.18703787070828015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060072331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88891464,0.00004641583,0.10881225,0.000010610293,0.0006536278,0.00039172242,0.00004696828,0.0007485649,0.00037521418],"genre_scores_gemma":[0.9892589,0.0000149611915,0.010567027,0.0000051172824,0.000015204416,0.00004607197,0.0000029677112,0.000049091017,0.000040665625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887854,0.000011450032,0.00036941227,0.00021018051,0.00015135908,0.00037906083],"domain_scores_gemma":[0.9995067,0.000050631123,0.00006581972,0.0002938361,0.000025725814,0.00005725831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010804816,0.00024725543,0.00028756593,0.00015171997,0.000108162065,0.0000075430316,0.00019075673,0.00029931185,0.000025367715],"category_scores_gemma":[0.0000036123106,0.0002342484,0.00009656011,0.00030098294,0.000036881338,0.000055290067,8.67147e-7,0.0006289478,0.000017593535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005435793,0.00029630493,0.0000016184357,0.00008093285,0.0001747944,0.0000058886826,0.00034435463,0.04058109,0.9381686,0.00020871003,0.00006570651,0.019528437],"study_design_scores_gemma":[0.0011373999,0.00030520718,0.0000105061345,0.00012148035,0.00003299779,0.0000028096208,0.00007211158,0.005558538,0.99107456,0.0000068971467,0.0014374173,0.00024009483],"about_ca_topic_score_codex":0.0000162195,"about_ca_topic_score_gemma":0.0000811766,"teacher_disagreement_score":0.10034427,"about_ca_system_score_codex":0.00044628835,"about_ca_system_score_gemma":0.00016679734,"threshold_uncertainty_score":0.9552372},"labels":[],"label_agreement":null},{"id":"W2060396779","doi":"10.1088/0960-1317/21/3/035009","title":"Dynamic actuation methods for capacitive MEMS shunt switches","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive sensing; Voltage; Shunt (medical); Microelectromechanical systems; Switching time; Reduction (mathematics); Fast switching; Control theory (sociology); Engineering; Materials science; Electronic engineering; Electrical engineering; Computer science; Optoelectronics; Mathematics","score_opus":0.018734585410514325,"score_gpt":0.26067140410691675,"score_spread":0.24193681869640243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060396779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35500062,0.0028671185,0.6415604,0.0000110556,0.0003796209,0.000090842484,0.000005602867,0.000068006666,0.00001677211],"genre_scores_gemma":[0.5437709,0.0026474842,0.45347768,0.000008688678,0.000027219774,0.000007833314,0.0000011116908,0.000043616372,0.000015495629],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933743,0.0000017937624,0.00031071727,0.00009406347,0.000040962528,0.00021500654],"domain_scores_gemma":[0.9996185,0.00004828695,0.00009877605,0.00009215961,0.00008619498,0.0000561353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026977944,0.00016307468,0.00026503386,0.00021003642,0.000036185,0.000015866368,0.0001209899,0.00010217673,0.0000042064585],"category_scores_gemma":[0.00004704942,0.00014940875,0.000088890694,0.00008934713,0.000014282885,0.00017367973,0.000024724062,0.0002047242,4.2222376e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009792411,0.000007782826,3.0283e-7,0.00006343414,0.000064151114,0.0000021235721,0.00041561143,0.00019597626,0.9347026,0.00020944253,0.000021525919,0.06430726],"study_design_scores_gemma":[0.0003623254,0.00014660094,0.000027586964,0.00009603467,0.000045783898,0.00016432168,0.00045814263,0.008270225,0.98271674,0.004715599,0.002810239,0.00018640165],"about_ca_topic_score_codex":0.0000011673862,"about_ca_topic_score_gemma":0.0000016470334,"teacher_disagreement_score":0.18877026,"about_ca_system_score_codex":0.00007040013,"about_ca_system_score_gemma":0.000008977868,"threshold_uncertainty_score":0.6092712},"labels":[],"label_agreement":null},{"id":"W2061657749","doi":"10.1177/1045389x10391497","title":"Experimental Measurement of Resonance Frequencies of Asymmetric Micro-bridge Resonators","year":2010,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Toronto; University of Waterloo","funders":"CMC Microsystems","keywords":"Resonator; Resonance (particle physics); Vibration; Acoustics; Physics; Coupling coefficient of resonators; Excited state; Beam (structure); Optics; Atomic physics","score_opus":0.017247815486977215,"score_gpt":0.237752864066385,"score_spread":0.22050504857940778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061657749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831869,0.013903741,0.00020595663,0.000003563129,0.002474437,0.00010135121,0.000027684877,0.000020297071,0.00007606928],"genre_scores_gemma":[0.99770266,0.0005925973,0.0015290737,0.0000012117574,0.00015315934,0.0000019757372,4.5737175e-7,0.0000150265105,0.0000038353455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875814,0.000009769775,0.00069032656,0.0000809676,0.00032278165,0.00013801907],"domain_scores_gemma":[0.9992855,0.000018881965,0.0003216765,0.00013911824,0.00018722669,0.000047588805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645071,0.00014684568,0.00040632562,0.00021814926,0.000025446801,0.000023828276,0.00017883482,0.00011669966,0.000012400638],"category_scores_gemma":[0.00006157409,0.00010702899,0.00007126878,0.000107542204,0.00010383804,0.00009026957,0.000030385265,0.00016339366,1.5970093e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045937868,0.0000113620235,0.00015149776,0.0001768188,0.000041665073,0.0000048228667,0.00014738209,0.00010033384,0.9949617,0.0018953854,0.00015003612,0.0023130828],"study_design_scores_gemma":[0.00014408193,0.00016559973,0.0031959936,0.00014453306,0.00001063503,0.000093470495,0.00037794965,0.000007711942,0.99159217,0.00046770115,0.0037019895,0.00009816343],"about_ca_topic_score_codex":0.00007659648,"about_ca_topic_score_gemma":0.000005184043,"teacher_disagreement_score":0.014515763,"about_ca_system_score_codex":0.000040748713,"about_ca_system_score_gemma":0.000017851891,"threshold_uncertainty_score":0.43645155},"labels":[],"label_agreement":null},{"id":"W2061818451","doi":"10.1117/12.769331","title":"RF-MEMS switches with new beam geometries: improvement of yield and lowering of actuation voltage","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wafer; Materials science; Microelectromechanical systems; Fabrication; Cantilever; Voltage; Optoelectronics; Insertion loss; Beam (structure); Surface micromachining; Radio frequency; Electrical engineering; Optics; Physics; Engineering; Composite material","score_opus":0.010025705604138402,"score_gpt":0.2164285242461371,"score_spread":0.2064028186419987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061818451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966065,0.0002319449,0.0018931956,0.00014365901,0.00010662871,0.00038492944,0.000017515555,0.00012380791,0.00049179344],"genre_scores_gemma":[0.99069273,0.0002947022,0.008763203,0.000010555413,0.00010721929,0.000025515657,0.0000022422294,0.000048432878,0.000055394717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983496,1.3352777e-10,0.0006385591,0.00023404502,0.00046394198,0.00031385955],"domain_scores_gemma":[0.99875706,0.00014970089,0.00031033732,0.000060042497,0.0006390441,0.00008382304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039932848,0.00026593206,0.00041174958,0.00018480222,0.000032752952,0.000027159147,0.00042077363,0.0001794885,0.00000484228],"category_scores_gemma":[0.0003916482,0.00021644394,0.00020580497,0.00040275988,0.00020262529,0.0004286155,0.00011129241,0.00023860802,1.2335346e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000802052,0.000044665718,0.00034980092,0.00079339975,0.00030794003,4.811284e-8,0.00015604314,0.00043068462,0.9910903,0.00374625,0.00016936209,0.002831319],"study_design_scores_gemma":[0.00056407455,0.00046652366,0.0012407417,0.0003803036,0.00007111525,0.000004200722,0.0015881325,0.00019706217,0.9942078,0.00072429306,0.00034748093,0.00020827964],"about_ca_topic_score_codex":0.000022325727,"about_ca_topic_score_gemma":9.723492e-7,"teacher_disagreement_score":0.0068700076,"about_ca_system_score_codex":0.00009228248,"about_ca_system_score_gemma":0.000018156075,"threshold_uncertainty_score":0.8826328},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2062018871","doi":"10.1117/12.605108","title":"Hybrid micropackaging technology for uncooled FPAs","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Materials science; Wafer; Optoelectronics; Ceramic; Fabrication; Microelectromechanical systems; Thermocompression bonding; Wafer bonding; Thermistor; Pressure sensor; Composite material; Electrical engineering; Mechanical engineering; Layer (electronics)","score_opus":0.007991978230033047,"score_gpt":0.22148887617787777,"score_spread":0.2134968979478447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062018871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339336,0.0005491386,0.00048357557,0.0028908395,0.00026340847,0.00066558545,0.00006272366,0.0006630363,0.001028311],"genre_scores_gemma":[0.54418117,0.0004973991,0.45374188,0.0000860594,0.0006031472,0.00050304265,0.000010108126,0.00015451049,0.00022266842],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99812174,1.9107174e-9,0.0006407853,0.0003608576,0.0003272332,0.00054938236],"domain_scores_gemma":[0.99859816,0.00010442293,0.00020401264,0.0000815656,0.00093289855,0.00007896752],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029587137,0.0003700917,0.00046553166,0.0002140699,0.0000889026,0.00006358657,0.0009850342,0.00024284513,0.0000058233145],"category_scores_gemma":[0.00041257683,0.00032874008,0.0005102042,0.00032888996,0.00024721323,0.0004797928,0.00015266791,0.00038077577,0.000002239258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031328294,0.000043191343,0.00003076316,0.00036885176,0.0002665641,6.290861e-8,0.000040828196,0.00075584237,0.81216455,0.17830859,0.0044100434,0.0035793919],"study_design_scores_gemma":[0.0009672504,0.00016304801,0.000048130056,0.00021836406,0.00009310798,0.000022834602,0.0005823258,0.02048115,0.9239031,0.005127072,0.047999993,0.00039363556],"about_ca_topic_score_codex":0.0000011259957,"about_ca_topic_score_gemma":1.6493509e-7,"teacher_disagreement_score":0.4532583,"about_ca_system_score_codex":0.00022113355,"about_ca_system_score_gemma":0.000017058097,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W2063074728","doi":"10.1117/12.807497","title":"Micro-assembly of three-dimensional rotary MEMS mirrors","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fastener; Microelectromechanical systems; Process (computing); Flexibility (engineering); Mechanical engineering; Computer science; Surface micromachining; SMT placement equipment; Construct (python library); Robot; Materials science; Engineering; Artificial intelligence; Nanotechnology; Fabrication","score_opus":0.012654944387131144,"score_gpt":0.22891976566616817,"score_spread":0.21626482127903704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063074728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640787,0.00039217086,0.000075031596,0.0010398092,0.00024879465,0.00042356554,0.000042100924,0.0002961602,0.001074517],"genre_scores_gemma":[0.822587,0.0001844226,0.17673193,0.0000707631,0.0001818658,0.00007069365,0.000008214796,0.00007654024,0.00008854552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99791825,3.0304732e-9,0.0007438879,0.00032096877,0.0005755989,0.00044126602],"domain_scores_gemma":[0.9985942,0.000086690714,0.00025854,0.00008115127,0.0008838473,0.00009555033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030142767,0.00037163935,0.00052380445,0.00014594397,0.000057306555,0.00003148135,0.0008808292,0.00027451717,0.000008243507],"category_scores_gemma":[0.00022193007,0.0003186866,0.0005934742,0.0003692336,0.00020861089,0.00047901535,0.00011197095,0.000386273,0.0000013767448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050250128,0.00008499459,0.00008284903,0.00028216172,0.00026234408,1.5017655e-7,0.000050758732,0.00089708314,0.9142276,0.08109715,0.001858613,0.0011060406],"study_design_scores_gemma":[0.0007924488,0.00034828842,0.0018543972,0.00035462997,0.000096205964,0.000017594974,0.000277138,0.019840831,0.9710343,0.0037028992,0.0012825575,0.00039871086],"about_ca_topic_score_codex":0.000008560312,"about_ca_topic_score_gemma":4.172126e-7,"teacher_disagreement_score":0.1766569,"about_ca_system_score_codex":0.00012300219,"about_ca_system_score_gemma":0.000019467916,"threshold_uncertainty_score":0.9999265},"labels":[],"label_agreement":null},{"id":"W2063725334","doi":"10.1117/1.1610476","title":"New design for surface micromachined bistable and multistable switches","year":2003,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"University of British Columbia; Simon Fraser University","keywords":"Bistability; Microelectromechanical systems; Microsystem; Computer science; Mechanism (biology); Electronic engineering; Extension (predicate logic); Materials science; Engineering; Nanotechnology; Optoelectronics; Physics","score_opus":0.012732582951985602,"score_gpt":0.21804633385944125,"score_spread":0.20531375090745566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063725334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8701148,0.03524102,0.09380579,0.000044383938,0.00032336285,0.0002507718,0.000013503866,0.000091164926,0.000115201205],"genre_scores_gemma":[0.5203422,0.010962474,0.4681218,0.000024217743,0.00007068389,0.0000061467376,0.0000011969753,0.000070451104,0.0004009049],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989829,0.000007892651,0.00038750452,0.00016919292,0.00008950918,0.0003629829],"domain_scores_gemma":[0.999358,0.00011160197,0.0001435269,0.00014485733,0.000079703765,0.00016231573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034635537,0.00024147485,0.00040845125,0.00020431823,0.00011139763,0.000071528666,0.000114295646,0.00014571799,0.000004582111],"category_scores_gemma":[0.00004354945,0.00019927132,0.00012240441,0.00021562405,0.00006794183,0.00023997614,0.000016467613,0.00020950657,3.151258e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005146782,0.000027278029,0.00046142057,0.00007825286,0.000112184876,0.0000071821205,0.00013989293,0.0005389587,0.99123144,0.00021045862,0.0027254925,0.0044159708],"study_design_scores_gemma":[0.0022549827,0.00047946736,0.00089116255,0.000117679134,0.000087577224,0.00039984603,0.00036902766,0.000087488675,0.86182123,0.0049453634,0.12813824,0.0004079041],"about_ca_topic_score_codex":0.000020446048,"about_ca_topic_score_gemma":0.000008591926,"teacher_disagreement_score":0.37431598,"about_ca_system_score_codex":0.000018017272,"about_ca_system_score_gemma":0.00003475817,"threshold_uncertainty_score":0.81260484},"labels":[],"label_agreement":null},{"id":"W2063765338","doi":"10.1007/s00707-005-0311-6","title":"Surface energy-driven adhesion of two opposing microcantilevers","year":2006,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adhesion; Cantilever; Surface energy; Materials science; Strain energy; Energy (signal processing); Mechanical energy; Surface (topology); Nanotechnology; Mechanics; Composite material; Thermodynamics; Geometry; Physics; Mathematics","score_opus":0.008467992257109822,"score_gpt":0.21123891326982563,"score_spread":0.20277092101271582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063765338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796052,0.0004065283,0.017154273,0.00005205058,0.00024068335,0.000061264225,0.000009976842,0.0006229612,0.0018470384],"genre_scores_gemma":[0.98180944,0.00026043068,0.017762586,0.000009134862,0.00002326949,0.0000020088935,0.0000053059134,0.000028504042,0.00009929651],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994224,0.0000028860047,0.00016585375,0.00012829104,0.000085652515,0.00019496065],"domain_scores_gemma":[0.99965644,0.000029467568,0.000041518208,0.00023064991,0.000020810205,0.000021114914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031339423,0.000116115356,0.00015667308,0.00004678144,0.0000323868,0.000006940752,0.00016618578,0.00006938276,0.000015409234],"category_scores_gemma":[0.00000668591,0.00011695366,0.00004757405,0.00012780419,0.000019056915,0.00009718751,0.000052638083,0.00008542041,0.0000031483964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027239098,0.000009333983,0.000006023154,0.000012686523,0.000008287195,0.0000034095801,0.0000056830113,0.002964422,0.9904938,0.0038894187,0.000918132,0.001686116],"study_design_scores_gemma":[0.0001898293,0.000023804247,0.000016262651,0.000039840754,0.000009367327,0.0000040763102,0.000024558129,0.003480669,0.9847017,0.0033517547,0.008026245,0.00013190265],"about_ca_topic_score_codex":0.000103275954,"about_ca_topic_score_gemma":0.000056598827,"teacher_disagreement_score":0.007108113,"about_ca_system_score_codex":0.000034487355,"about_ca_system_score_gemma":0.000008080763,"threshold_uncertainty_score":0.4769232},"labels":[],"label_agreement":null},{"id":"W2064625151","doi":"10.1109/icsens.2013.6688301","title":"Microfabrication of capacitive pressure sensors using ferrofluid sacrificial layers","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microfabrication; Ferrofluid; Materials science; Capacitive sensing; Capacitance; Fabrication; Parylene; Layer (electronics); Surface micromachining; Optoelectronics; Photolithography; Pressure sensor; Electrode; Nanotechnology; Composite material; Polymer; Electrical engineering; Mechanical engineering; Chemistry","score_opus":0.011928787756712023,"score_gpt":0.21187447355491984,"score_spread":0.19994568579820782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064625151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98565274,0.0002887478,0.010713035,0.000022645125,0.000091444235,0.00015036909,0.0000058035944,0.0003442864,0.002730895],"genre_scores_gemma":[0.98812413,0.00006395181,0.01156944,0.000006440557,0.000019105983,0.000007393744,0.0000012858223,0.000014462198,0.00019378125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961144,0.0000021578026,0.00012191536,0.000082598846,0.00005341538,0.00012849632],"domain_scores_gemma":[0.99976647,0.000015212998,0.000022010378,0.00012801816,0.000050752824,0.000017559558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017840615,0.000079902115,0.000106601816,0.00005981506,0.000021982018,0.000005843001,0.00006210781,0.00007750044,0.00007213562],"category_scores_gemma":[0.000016541871,0.000072755545,0.000026043079,0.00010224685,0.000046201185,0.00013159512,0.000012665034,0.00007385675,0.000015160931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.9221635e-7,0.000004176955,0.000027744314,0.000019692041,0.000017623059,2.0224113e-7,0.000105279374,0.0060392977,0.9910306,0.00031145616,0.00061950734,0.0018235329],"study_design_scores_gemma":[0.00006359402,0.000009886843,0.0004448566,0.000011308366,0.000008848237,0.000001997117,0.00072746165,0.008601602,0.9882329,0.00044202828,0.0013567171,0.00009877354],"about_ca_topic_score_codex":0.00016686629,"about_ca_topic_score_gemma":0.0000032719072,"teacher_disagreement_score":0.0027976702,"about_ca_system_score_codex":0.000017558414,"about_ca_system_score_gemma":0.000003904557,"threshold_uncertainty_score":0.2966885},"labels":[],"label_agreement":null},{"id":"W2064704889","doi":"10.1109/mwsym.2006.249391","title":"An Embedded Suspended Micromachined Solenoid Inductor","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Asylum, Migration and Integration Fund","keywords":"Solenoid; Inductor; Inductance; Materials science; Q factor; Fabrication; Plating (geology); Surface micromachining; Optoelectronics; Silicon; Substrate (aquarium); Electrical engineering; Solenoid valve; Electrical resistivity and conductivity; Engineering; Physics; Resonator","score_opus":0.003127240813300628,"score_gpt":0.20106091865114492,"score_spread":0.1979336778378443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064704889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716412,0.00013209588,0.0026120509,0.000026856993,0.00014484745,0.000081620805,0.0000037199036,0.0027842715,0.022573354],"genre_scores_gemma":[0.9800803,0.000013649126,0.019096704,0.000015929043,0.0000770315,0.000008026783,0.0000133120075,0.000028709308,0.00066633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994681,0.000001689166,0.00012282873,0.00013097675,0.0000574918,0.00021891952],"domain_scores_gemma":[0.9996794,0.0000081046355,0.00001106459,0.00026077675,0.000011821227,0.00002883748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002516494,0.0001243417,0.00011315964,0.00006540953,0.000035681,0.000019395618,0.00014370856,0.00009406822,0.00015858037],"category_scores_gemma":[0.0000041524636,0.00010772309,0.000026004474,0.00009797588,0.000026376432,0.00015939857,0.000016216047,0.000121319965,0.000041284504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018107538,0.000018958859,0.000031887266,0.000005318787,0.0000045798156,0.000004981255,0.000013063012,0.00079862756,0.9916084,0.0030433985,0.0017609661,0.0027080157],"study_design_scores_gemma":[0.00025534758,0.000034240562,0.0012311835,0.0000033211952,0.0000035528872,0.0000060149937,0.00009181129,0.001089588,0.9826243,0.009837022,0.0046028253,0.0002207718],"about_ca_topic_score_codex":0.00004559241,"about_ca_topic_score_gemma":0.00013539763,"teacher_disagreement_score":0.021907024,"about_ca_system_score_codex":0.000026000302,"about_ca_system_score_gemma":0.0000040615305,"threshold_uncertainty_score":0.439282},"labels":[],"label_agreement":null},{"id":"W2065827037","doi":"10.1115/imece2009-10155","title":"Novel Design of Polysilicon Microphone With Corrugated Diaphragm","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Diaphragm (acoustics); Microphone; Materials science; Finite element method; Fabrication; Silicon; Microelectromechanical systems; Structural engineering; Enhanced Data Rates for GSM Evolution; Residual stress; Acoustics; Engineering; Composite material; Electrical engineering; Vibration; Optoelectronics; Telecommunications; Physics","score_opus":0.0090901727062,"score_gpt":0.18800376489418155,"score_spread":0.17891359218798156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065827037","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43768707,0.0002687572,0.5600993,0.00003979773,0.00003239061,0.00011166811,0.0000020880545,0.0007218233,0.0010371353],"genre_scores_gemma":[0.8937942,0.00009885787,0.10591427,0.000023252134,0.0000060535085,0.0000026461803,9.3604046e-7,0.000010725263,0.0001490888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964035,6.516301e-7,0.00009858227,0.00007917498,0.00004858851,0.00013267143],"domain_scores_gemma":[0.99977493,0.000015689562,0.000016203285,0.00015622904,0.00001769418,0.000019244528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018676157,0.00009089702,0.00013009965,0.00005754249,0.000011733616,0.0000034751197,0.0000762573,0.000051817773,0.0000150444685],"category_scores_gemma":[0.000005944076,0.00006749971,0.000014756413,0.00018614394,0.000029846806,0.000051655483,0.0000056431086,0.00006687627,0.000004709046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012271321,0.000019275078,0.0000046691866,0.000004258162,0.000009270201,0.000001895563,0.000016951257,0.014139817,0.9797054,0.000119782875,0.00016084059,0.0058055557],"study_design_scores_gemma":[0.00027036158,0.00012067332,0.000700989,0.000014928931,0.0000049760806,0.000008421358,0.00004127213,0.0011785013,0.9972443,0.00015073882,0.00015977118,0.00010507091],"about_ca_topic_score_codex":0.000011640055,"about_ca_topic_score_gemma":0.0000037483005,"teacher_disagreement_score":0.4561071,"about_ca_system_score_codex":0.000011427814,"about_ca_system_score_gemma":0.000004559165,"threshold_uncertainty_score":0.27525586},"labels":[],"label_agreement":null},{"id":"W2066128161","doi":"10.1117/12.708253","title":"Study on a symmetrically supported electrostatic actuated micro-platform","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Actuator; Microelectromechanical systems; Sensitivity (control systems); Voltage; Displacement (psychology); Computer science; Process (computing); Repeatability; Materials science; Mechanical engineering; Electronic engineering; Optoelectronics; Electrical engineering; Engineering","score_opus":0.011064522124276627,"score_gpt":0.2302107896221807,"score_spread":0.21914626749790406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066128161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580693,0.00007193068,0.00004618969,0.00038338237,0.00018312618,0.0008267339,0.000037177426,0.00051295396,0.002131602],"genre_scores_gemma":[0.9617404,0.000068415335,0.03749006,0.000036088564,0.00019345223,0.00020579228,0.000012860852,0.00010116106,0.00015177607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977222,3.8050736e-9,0.0007508754,0.00036664988,0.0006140394,0.00054622215],"domain_scores_gemma":[0.9986795,0.00015751875,0.00022507818,0.00007992215,0.0007781896,0.00007978683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031530802,0.0004119037,0.0004902443,0.00024454188,0.00007695233,0.00009017836,0.00080155244,0.00021631306,0.0000059436306],"category_scores_gemma":[0.00033241353,0.0003407103,0.00041941108,0.0007152165,0.00013525093,0.0003952145,0.00009482561,0.00046828613,0.0000030203742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006376959,0.00027926886,0.00026782003,0.00018382119,0.00037992452,4.7494066e-7,0.00009067868,0.00036800874,0.9103339,0.08409291,0.0035363864,0.00040309512],"study_design_scores_gemma":[0.0019466428,0.0012048992,0.004651476,0.00019208634,0.00018402385,0.00002070728,0.0017891704,0.005269176,0.97801137,0.003954704,0.0021514741,0.00062424806],"about_ca_topic_score_codex":0.00000949294,"about_ca_topic_score_gemma":4.0309985e-7,"teacher_disagreement_score":0.0801382,"about_ca_system_score_codex":0.0002495013,"about_ca_system_score_gemma":0.000018123288,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W2066218427","doi":"10.1088/0960-1317/16/2/027","title":"Novel MEMS filters for on-chip transceiver architecture, modeling and experiments","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Microelectromechanical systems; Cantilever; Passband; Band-pass filter; Coupling (piping); Filter (signal processing); Finite element method; Prototype filter; Electronic engineering; Acoustics; Materials science; Coupling coefficient of resonators; Engineering; Filter design; Optoelectronics; Mechanical engineering; Structural engineering; Physics; Electrical engineering","score_opus":0.011426262065855494,"score_gpt":0.20514686331666201,"score_spread":0.19372060125080653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066218427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5571432,0.0025278847,0.44000602,0.00002178432,0.00016332603,0.000075282725,0.000010061565,0.00004281064,0.000009628639],"genre_scores_gemma":[0.95555913,0.0006892092,0.043584105,0.000016655338,0.00008651265,0.0000050796507,0.0000014624158,0.00004616417,0.000011654946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933916,7.2346296e-7,0.0002637798,0.00011075996,0.00006313565,0.00022244746],"domain_scores_gemma":[0.99977976,0.000026502927,0.00004370316,0.000073411866,0.000028662576,0.000047929676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076547054,0.00017889492,0.00023140483,0.00019169589,0.000043284927,0.000028566421,0.000085800835,0.00007682576,7.386874e-7],"category_scores_gemma":[0.000006269083,0.00016354038,0.00006989079,0.00005234309,0.000010939584,0.00007867967,0.000013618626,0.00019538707,1.08634424e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000165079,0.0000124355065,2.038296e-7,0.000053918826,0.000030111449,0.0000031288546,0.00006235825,0.089720555,0.9053297,0.0002463535,0.00003664107,0.004488061],"study_design_scores_gemma":[0.001462294,0.00018690103,0.000006203627,0.00024933394,0.000032230764,0.00027518338,0.00012491249,0.064770214,0.9292405,0.0014851076,0.0018720301,0.00029508467],"about_ca_topic_score_codex":0.0000026824457,"about_ca_topic_score_gemma":0.0000014048554,"teacher_disagreement_score":0.39841595,"about_ca_system_score_codex":0.000030257912,"about_ca_system_score_gemma":0.0000042278625,"threshold_uncertainty_score":0.66689825},"labels":[],"label_agreement":null},{"id":"W2066608618","doi":"10.1109/apmc.2007.4554572","title":"Novel Beam Design for Compact RF MEMS Series Switches","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cantilever; Insertion loss; Microelectromechanical systems; Materials science; Return loss; Fabrication; Surface micromachining; RF switch; Beam (structure); Radio frequency; Voltage; Optoelectronics; Electrical engineering; Optics; Engineering; Physics; Antenna (radio)","score_opus":0.03759825787154045,"score_gpt":0.25821183999447206,"score_spread":0.2206135821229316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066608618","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08089296,0.00017397413,0.9139631,0.00006630757,0.00017643937,0.00021157862,0.0000042639845,0.0014866279,0.0030248007],"genre_scores_gemma":[0.83636934,0.00006348965,0.16236053,0.000031424832,0.00007229261,0.000014637971,0.0000028479226,0.00003841911,0.0010470211],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999457,1.1569157e-7,0.0001264698,0.00009659989,0.000051619812,0.00026816363],"domain_scores_gemma":[0.9996974,0.00009257581,0.000013056586,0.00014265948,0.000020221347,0.000034106906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011730162,0.00011739914,0.00013001799,0.000057326524,0.00004561659,0.000012889497,0.00010018687,0.00008263967,0.000011388903],"category_scores_gemma":[0.00003420355,0.0000979992,0.000036798032,0.00008940008,0.000033080178,0.00015127093,0.0000107126125,0.000070483205,0.0000069589196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001489183,0.000010990254,0.000010374875,0.0000193694,0.00001805377,6.576791e-7,0.000030941614,0.0069966936,0.98509836,0.0009829175,0.002224899,0.004591853],"study_design_scores_gemma":[0.00019814208,0.000062671075,0.00032015258,0.000007648562,0.0000044208386,0.0000070458523,0.00027648627,0.00020132354,0.97496164,0.0022642373,0.021544063,0.00015215563],"about_ca_topic_score_codex":0.0000073830515,"about_ca_topic_score_gemma":0.000032595384,"teacher_disagreement_score":0.75547636,"about_ca_system_score_codex":0.0000306325,"about_ca_system_score_gemma":0.0000041667927,"threshold_uncertainty_score":0.39962912},"labels":[],"label_agreement":null},{"id":"W2067581414","doi":"10.1116/1.582168","title":"Residual strain and resultant postrelease deflection of surface micromachined structures","year":2000,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Residual stress; Materials science; Composite material; Deflection (physics); Microstructure; Structural engineering; Optics","score_opus":0.0047913058777474486,"score_gpt":0.22724647326852582,"score_spread":0.22245516739077836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067581414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945146,0.0043420624,0.00011983839,0.00050874613,0.00013158593,0.000101835176,0.000036538735,0.00015940297,0.000085405314],"genre_scores_gemma":[0.9791187,0.0040867953,0.016716639,0.000010421098,0.00001204915,7.606037e-7,5.311903e-7,0.000015239012,0.000038863644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985932,0.000009091003,0.00052047457,0.00024972775,0.00025205148,0.00037546552],"domain_scores_gemma":[0.9992842,0.00005362326,0.00020065345,0.00022727237,0.00013792091,0.00009629686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042217496,0.0002207188,0.0004021942,0.0005552808,0.00020443996,0.000041690942,0.00039251475,0.00025140317,0.000029133998],"category_scores_gemma":[0.00007433238,0.0001734146,0.000042234882,0.0011078647,0.001081065,0.0004374993,0.00007594032,0.000523915,6.5911524e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061205785,0.000019638685,0.0007486018,0.00002386354,0.000025637273,0.000022127533,0.00014064104,0.0017832662,0.9781738,0.00039045743,0.000058363188,0.01855241],"study_design_scores_gemma":[0.0011821254,0.0010718612,0.021090487,0.00013308994,0.000056809204,0.0010631869,0.0016898622,0.0020728607,0.9551369,0.015121563,0.0009767956,0.00040449252],"about_ca_topic_score_codex":0.000015756363,"about_ca_topic_score_gemma":0.000013507892,"teacher_disagreement_score":0.023036921,"about_ca_system_score_codex":0.000030922292,"about_ca_system_score_gemma":0.00006677313,"threshold_uncertainty_score":0.7071642},"labels":[],"label_agreement":null},{"id":"W2067906008","doi":"10.1117/12.472728","title":"Reliability and qualification of an integrated MEMS attenuator for optical component applications","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Attenuator (electronics); Microelectromechanical systems; Actuator; Reliability engineering; Reliability (semiconductor); Deflection (physics); Electronic engineering; Device under test; Engineering; Electrical engineering; Computer science; Power (physics); Materials science","score_opus":0.01300665248524059,"score_gpt":0.24375201081333023,"score_spread":0.23074535832808965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067906008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551743,0.0001254947,0.0024012763,0.00030479088,0.00009628288,0.0009272079,0.00008598282,0.00019093309,0.00035062162],"genre_scores_gemma":[0.671437,0.0001504899,0.32767,0.000013358273,0.00007398965,0.00056119927,0.000017830576,0.00005197266,0.000024145222],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984421,9.783118e-9,0.00065723405,0.00032273834,0.00030349637,0.0002744272],"domain_scores_gemma":[0.9982865,0.00018051453,0.00020518935,0.00008984726,0.0011416345,0.00009634037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005500456,0.0002524244,0.00038869752,0.000083858155,0.00006220928,0.000037667753,0.0004594733,0.00021221381,0.0000025711824],"category_scores_gemma":[0.000608334,0.00021556068,0.00025565407,0.000254156,0.00029445748,0.0003718783,0.000048995018,0.00023036741,2.8258287e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027906925,0.00008558903,0.00003105696,0.00044259283,0.0001010201,6.945743e-9,0.00005779448,0.00038754317,0.66188985,0.33594722,0.00017707277,0.00085233466],"study_design_scores_gemma":[0.0010371645,0.0003331184,0.0006243054,0.00016354964,0.000131229,0.000008747054,0.0021706042,0.030773679,0.94445944,0.007835191,0.012067493,0.0003954776],"about_ca_topic_score_codex":0.0000037065774,"about_ca_topic_score_gemma":1.9523351e-7,"teacher_disagreement_score":0.32811204,"about_ca_system_score_codex":0.000115421186,"about_ca_system_score_gemma":0.00001766082,"threshold_uncertainty_score":0.87903094},"labels":[],"label_agreement":null},{"id":"W2068749213","doi":"10.1117/12.549813","title":"Infrastructure for the design and fabrication of MEMS for RF/microwave and millimeter wave applications","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Microelectromechanical systems; Microwave; Systems engineering; Computer science; Surface micromachining; Software; Engineering; Fabrication; Telecommunications; Materials science; Nanotechnology","score_opus":0.011726034895566052,"score_gpt":0.21917257365215687,"score_spread":0.2074465387565908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068749213","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93037546,0.00052793435,0.06645809,0.00082127465,0.00007775213,0.0015187513,0.000061734834,0.000088507215,0.00007047936],"genre_scores_gemma":[0.407206,0.0007558418,0.59078133,0.000032082156,0.0001599964,0.0009789119,0.000006436461,0.00005451109,0.000024893416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990103,3.0184786e-9,0.00038031713,0.00021966296,0.00017023759,0.0002194792],"domain_scores_gemma":[0.99875504,0.00026083295,0.00017097993,0.000052299834,0.00071788457,0.000042937572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024845096,0.00020633654,0.00026089157,0.00006259387,0.0000805183,0.000040414303,0.00032674475,0.00015943308,6.823587e-7],"category_scores_gemma":[0.00024277664,0.00015135655,0.0002021739,0.00015294277,0.0002388543,0.00023151553,0.00006957641,0.00014897932,5.174511e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034849138,0.000016390712,0.00000908627,0.0005090465,0.00022478115,4.0681054e-9,0.00013980152,0.0016472596,0.83107245,0.16238447,0.00048490183,0.0034769562],"study_design_scores_gemma":[0.0011291155,0.00024901112,0.00037315284,0.00013668746,0.00018439595,0.0000101585065,0.000980342,0.027161516,0.9336,0.031031676,0.004888971,0.00025498134],"about_ca_topic_score_codex":0.0000016340784,"about_ca_topic_score_gemma":8.677637e-8,"teacher_disagreement_score":0.5243232,"about_ca_system_score_codex":0.00007183314,"about_ca_system_score_gemma":0.000011530736,"threshold_uncertainty_score":0.6172141},"labels":[],"label_agreement":null},{"id":"W2069137233","doi":"10.1115/imece2008-67553","title":"Static and Dynamic Analysis of a Bistable Micro-Actuator","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Bistability; Equilibrium point; Linearization; Controller (irrigation); Beam (structure); Voltage; Actuator; Operating point; Galerkin method; Stability (learning theory); Mechanics; Physics; Engineering; Computer science; Nonlinear system; Optics; Electronic engineering","score_opus":0.0067922653462671395,"score_gpt":0.19806176721920024,"score_spread":0.1912695018729331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069137233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729467,0.025403649,0.0005081054,0.00007554768,0.00011321531,0.0003087797,0.00010289447,0.0005114955,0.000029589977],"genre_scores_gemma":[0.98100144,0.016867457,0.0014705273,0.000011869171,0.0000092919045,0.000041363375,0.000013370111,0.00003486504,0.0005498241],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984563,0.000010901286,0.00048638802,0.00048422554,0.00009760199,0.00046460677],"domain_scores_gemma":[0.99931914,0.00005380409,0.00014626366,0.00034613386,0.00003584468,0.000098795324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121922756,0.00037248238,0.0008605831,0.0011611572,0.00027736445,0.00004720748,0.0001295071,0.00037331393,0.000005329848],"category_scores_gemma":[0.000020959993,0.00032523912,0.00005684458,0.00047702747,0.0005742305,0.00016352002,0.00015366466,0.00021303624,0.0000015748999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030121173,0.000043356646,0.0069944654,0.00092625566,0.0008104547,0.000047984027,0.00045574846,0.00008265736,0.98140925,0.000103203805,0.0004526813,0.008643848],"study_design_scores_gemma":[0.0021106787,0.00043873247,0.014018485,0.000613429,0.0009419337,0.0009730267,0.0020389243,0.0026616743,0.9017271,0.00048581764,0.072536305,0.0014539008],"about_ca_topic_score_codex":0.00013725206,"about_ca_topic_score_gemma":0.00007185425,"teacher_disagreement_score":0.07968213,"about_ca_system_score_codex":0.000031832402,"about_ca_system_score_gemma":0.000015232095,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W2069186520","doi":"10.1115/imece2008-66292","title":"Experimental Analysis of Vibration of Micromachined Resonators","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Resonator; Beam (structure); Vibration; Inertia; Microelectromechanical systems; Resonance (particle physics); Residual stress; Surface micromachining; Comb drive; Materials science; Acoustics; Range (aeronautics); Stress (linguistics); Excitation; Mechanics; Physics; Engineering; Optics; Optoelectronics; Classical mechanics; Electrical engineering; Atomic physics; Fabrication","score_opus":0.007542178834546256,"score_gpt":0.2036079983362171,"score_spread":0.19606581950167085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069186520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97384053,0.025150314,0.0002717165,0.000024105842,0.00010485876,0.0002116893,0.000045631394,0.0003115659,0.000039596773],"genre_scores_gemma":[0.9962875,0.002707956,0.0007948974,0.0000040423415,0.000011024076,0.000023506049,0.000011465197,0.000020389403,0.00013919767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890035,0.000009281175,0.00044757922,0.00030721506,0.00008848255,0.00024709877],"domain_scores_gemma":[0.99949753,0.000026928057,0.00014643409,0.00025375848,0.000026226537,0.000049113496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008408229,0.00024603656,0.000629045,0.00096664083,0.00015442827,0.000014204561,0.00010866205,0.00030800272,0.000004692077],"category_scores_gemma":[0.0000108867425,0.0002157883,0.00006214736,0.00037989172,0.00039588293,0.00012584106,0.000101799655,0.00012709493,5.543884e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018935149,0.00003133594,0.0043463735,0.0001679806,0.0002851893,0.000007352476,0.00025222573,0.00007297175,0.992975,0.0001855599,0.00014501266,0.0015120737],"study_design_scores_gemma":[0.0004595003,0.00013414213,0.004058,0.00009614436,0.00011563742,0.000087978726,0.0004755412,0.00028870694,0.98948306,0.000053738462,0.0045096544,0.00023791664],"about_ca_topic_score_codex":0.0001034205,"about_ca_topic_score_gemma":0.000016138203,"teacher_disagreement_score":0.022447,"about_ca_system_score_codex":0.000019471388,"about_ca_system_score_gemma":0.000008437139,"threshold_uncertainty_score":0.8799591},"labels":[],"label_agreement":null},{"id":"W2069337138","doi":"10.3390/s150204253","title":"Differential Wide Temperature Range CMOS Interface Circuit for Capacitive MEMS Pressure Sensors","year":2015,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CMOS; Capacitive sensing; Linearity; Materials science; Capacitance; Microelectromechanical systems; Electrical engineering; Interface (matter); Pressure sensor; Optoelectronics; Electronic engineering; Biasing; Voltage; Engineering; Chemistry; Mechanical engineering","score_opus":0.02118914740771866,"score_gpt":0.23688788736746394,"score_spread":0.21569873995974528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069337138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945133,0.0006004948,0.0010847514,0.00014163283,0.0009018529,0.00050615467,0.00014260817,0.0011254913,0.0009837135],"genre_scores_gemma":[0.9963933,0.00006396355,0.00055567303,0.000018433879,0.00018624173,0.00005561349,0.000012788385,0.00007415226,0.002639814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998986,0.000008047189,0.00017070422,0.00027347577,0.00015762832,0.00040416804],"domain_scores_gemma":[0.99934995,0.0000921148,0.00003778179,0.0003044798,0.0001028808,0.00011280797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005102303,0.00027724993,0.00030810115,0.00008672559,0.00006095151,0.000038970476,0.0001694725,0.0002751309,0.00002060669],"category_scores_gemma":[0.00019879312,0.00024746027,0.00009534564,0.00012286198,0.00009201633,0.00012542884,0.000034700926,0.0003384041,0.000023205175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020084847,0.000071200986,0.00016252261,0.00040966074,0.0005915378,0.000048081296,0.0061164936,0.10875071,0.83226794,0.00084261084,0.046892118,0.003646291],"study_design_scores_gemma":[0.0016493149,0.00016050292,0.00024728433,0.000106560736,0.000099184035,0.000025443002,0.0032744214,0.0040681246,0.89694875,0.001706533,0.090992495,0.00072138134],"about_ca_topic_score_codex":0.000010634795,"about_ca_topic_score_gemma":0.000019717007,"teacher_disagreement_score":0.10468259,"about_ca_system_score_codex":0.000058931804,"about_ca_system_score_gemma":0.000010890164,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W2069601597","doi":"10.3390/s90402389","title":"Thermal Actuation Based 3-DoF Non-Resonant Microgyroscope Using MetalMUMPs","year":2009,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Higher Education Commision, Pakistan; Pakistan Institute of Engineering and Applied Sciences","keywords":"Gyroscope; Actuator; Voltage; Sensitivity (control systems); Displacement (psychology); Oscillation (cell signaling); Thermal; Bandwidth (computing); Parametric statistics; Control theory (sociology); Proof mass; Amplifier; Acoustics; Physics; Microelectromechanical systems; Materials science; Engineering; Electronic engineering; Electrical engineering; Optoelectronics; CMOS; Aerospace engineering; Computer science","score_opus":0.013460608702975026,"score_gpt":0.2413326373782157,"score_spread":0.22787202867524067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069601597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494076,0.00019919267,0.00356142,0.00006887297,0.00013105264,0.000109145105,0.0000035865348,0.0004732329,0.0005127234],"genre_scores_gemma":[0.98055506,0.000028667457,0.019250512,0.000050054347,0.000040717325,0.0000018296411,0.0000035394455,0.000021266862,0.00004837507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943435,0.0000026590178,0.00012486608,0.00012615845,0.0000827048,0.00022925157],"domain_scores_gemma":[0.9997201,0.000017557182,0.000023775523,0.000191833,0.000017593165,0.000029146153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004516169,0.0001340843,0.00013765623,0.00008275637,0.00005104138,0.000014185641,0.000081286686,0.00008856985,0.00001837618],"category_scores_gemma":[0.00001791993,0.00011938753,0.000048183305,0.00013506082,0.00002571968,0.00007953963,0.000007743584,0.00012217952,0.00002128481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000417212,0.000007971645,0.0000072980697,0.0000051930224,0.0000062840313,0.0000070301876,0.000035616402,0.09293678,0.88663447,0.000012783575,0.000024453084,0.020317966],"study_design_scores_gemma":[0.00021746066,0.000033011976,0.0019536936,0.00002304704,0.000013249724,0.0000023727534,0.000053417905,0.12508513,0.8707349,0.00009762791,0.0016176279,0.00016847001],"about_ca_topic_score_codex":0.0000070492774,"about_ca_topic_score_gemma":0.0000026643381,"teacher_disagreement_score":0.03214835,"about_ca_system_score_codex":0.000047167076,"about_ca_system_score_gemma":0.000008494844,"threshold_uncertainty_score":0.4868482},"labels":[],"label_agreement":null},{"id":"W2070105378","doi":"10.1115/imece2009-12676","title":"Axial Force Regulation in MEMS Resonant Sensors","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Finite element method; Mechanism (biology); Thermal; Materials science; Mechanical engineering; Structural engineering; Mechanics; Engineering; Physics; Optoelectronics","score_opus":0.007749470277555248,"score_gpt":0.21704411115781305,"score_spread":0.20929464088025782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070105378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97896206,0.00010982546,0.0069268225,0.00018897926,0.00007448174,0.000077759934,4.0183775e-7,0.0008564502,0.012803205],"genre_scores_gemma":[0.99381065,0.000074294,0.005148634,0.000016233986,0.000023252682,0.0000021368476,0.0000011571886,0.0000061457654,0.0009174872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996671,6.4071554e-7,0.00009043266,0.00006967779,0.000046348283,0.00012581697],"domain_scores_gemma":[0.9998646,0.000008770247,0.000006148581,0.00010353862,0.0000050831018,0.000011876989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002849888,0.000057204954,0.00006589574,0.00006283583,0.000011284433,0.0000045740303,0.00004012791,0.00006098879,0.000016252114],"category_scores_gemma":[0.000013531638,0.000049645976,0.000013619205,0.000112230395,0.000007909506,0.00008095636,0.0000050532553,0.000068665664,0.0000093924755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011346116,0.000013091587,0.000095323594,0.00000765965,0.000003003721,0.000011420144,0.00010287253,0.031446487,0.7599694,0.016079105,0.0013625025,0.19089776],"study_design_scores_gemma":[0.00063921406,0.000096972515,0.07125306,0.00004304066,0.0000028641932,0.00000949835,0.00020241395,0.030946476,0.8072204,0.06704508,0.022142882,0.00039811686],"about_ca_topic_score_codex":0.0000054534494,"about_ca_topic_score_gemma":0.000032328993,"teacher_disagreement_score":0.19049963,"about_ca_system_score_codex":0.000030214545,"about_ca_system_score_gemma":0.0000013939792,"threshold_uncertainty_score":0.20245041},"labels":[],"label_agreement":null},{"id":"W2070251644","doi":"10.5539/mas.v3n9p16","title":"Optimal Design of Capacitive Micro Cantilever Beam Accelerometer","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Sains Malaysia","keywords":"Cantilever; Accelerometer; Finite element method; Capacitive sensing; Proof mass; Deflection (physics); Beam (structure); Capacitance; Acceleration; Optimal design; Materials science; Acoustics; Computer science; Structural engineering; Electrode; Physics; Engineering; Optics; Composite material; Classical mechanics","score_opus":0.019934738781484294,"score_gpt":0.22509236253181503,"score_spread":0.20515762375033073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070251644","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49577132,0.000048659793,0.502084,0.000008407046,0.000036142428,0.00012218654,0.0000031681698,0.00020046918,0.0017256478],"genre_scores_gemma":[0.91288227,0.00002510966,0.08700926,0.000027843182,0.000008268115,0.00001016332,3.0154484e-7,0.000008302778,0.000028467639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991361,7.5020654e-7,0.00012995694,0.00022180655,0.00018923909,0.00032217972],"domain_scores_gemma":[0.99964255,0.000018025428,0.000027144697,0.00023629847,0.00003204835,0.000043925927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120365396,0.00011946492,0.00014691784,0.00014351579,0.00007094099,0.00001935979,0.00036726598,0.00005397942,0.0000073589576],"category_scores_gemma":[0.000011037844,0.00010900993,0.000019810841,0.00037109983,0.00033518297,0.00016918207,0.000036813784,0.00011930377,0.0000072004186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044378357,0.000008615263,7.9680393e-7,0.0000030879703,0.0000020190257,9.365068e-7,0.00021817557,0.052062243,0.93532234,0.00015016444,0.000042645093,0.012184512],"study_design_scores_gemma":[0.000106631334,0.000031202562,0.00045156997,0.000007356345,0.0000027406998,0.000002269834,0.000053878528,0.025756089,0.97080415,0.0026071384,0.000042196272,0.0001347768],"about_ca_topic_score_codex":0.0000018337178,"about_ca_topic_score_gemma":3.3063762e-7,"teacher_disagreement_score":0.41711095,"about_ca_system_score_codex":0.000052922518,"about_ca_system_score_gemma":0.000024577088,"threshold_uncertainty_score":0.4445296},"labels":[],"label_agreement":null},{"id":"W2070311181","doi":"10.1109/eumc.2014.6986632","title":"A constant-Q tunable combline bandpass filter using angular tuning technique","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Band-pass filter; Insertion loss; Bandwidth (computing); Center frequency; Fine-tuning; Filter (signal processing); Materials science; m-derived filter; Enhanced Data Rates for GSM Evolution; Control theory (sociology); Low-pass filter; Optoelectronics; Optics; Computer science; Physics; Telecommunications","score_opus":0.014674831907370586,"score_gpt":0.22725236071790034,"score_spread":0.21257752881052974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070311181","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11650095,0.00019207124,0.8618189,0.00003921143,0.000115794544,0.00018484499,0.000003039887,0.0021990559,0.018946104],"genre_scores_gemma":[0.8656721,0.00003603646,0.13387653,0.000057429606,0.00003785543,0.000021839944,0.0000027929386,0.00003596207,0.00025942532],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993597,0.0000039329084,0.00015477804,0.00013661604,0.000073535775,0.00027142413],"domain_scores_gemma":[0.99961233,0.00003575113,0.00001894923,0.00026696533,0.000026704804,0.00003929098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011383107,0.00014217503,0.00018112418,0.00010933562,0.000060179125,0.000021671989,0.000121909856,0.00011611556,0.00009676178],"category_scores_gemma":[0.000037085774,0.00012642176,0.000045075718,0.00016938533,0.000053927037,0.00013413117,0.0000526346,0.0001697197,0.000009960222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019892486,0.0000074180643,0.00004371372,0.0000326028,0.000015079101,0.0000061538394,0.000013238868,0.004439219,0.98707104,0.003878721,0.0006927834,0.0037980408],"study_design_scores_gemma":[0.00033927243,0.00004236578,0.000020534944,0.00009144518,0.000013041685,0.000038589125,0.00009721831,0.09903936,0.84057647,0.005996562,0.05337546,0.00036969132],"about_ca_topic_score_codex":0.00001551986,"about_ca_topic_score_gemma":0.0000075089997,"teacher_disagreement_score":0.7491712,"about_ca_system_score_codex":0.00003608327,"about_ca_system_score_gemma":0.0000054717534,"threshold_uncertainty_score":0.5155329},"labels":[],"label_agreement":null},{"id":"W2070620299","doi":"10.1109/iecon.2012.6389255","title":"Low voltage electrostatic actuation and angular displacement measurement of micromirror coupled with resonant drive circuit","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Voltage; Capacitance; Electronic circuit; Materials science; Physics; Optics; Electrical engineering; Engineering","score_opus":0.010476780452418183,"score_gpt":0.20086461326858274,"score_spread":0.19038783281616456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070620299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90967846,0.00072856696,0.08904484,0.000014673198,0.000027115957,0.000250955,0.0000024249966,0.00013879931,0.00011415336],"genre_scores_gemma":[0.99606943,0.0001676762,0.003656641,0.000008458501,0.0000072417024,0.00002990524,0.000003518882,0.000017242295,0.0000398816],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993799,0.0000016423364,0.00012964959,0.00008832252,0.00017321273,0.00022728874],"domain_scores_gemma":[0.9997349,0.000014309597,0.000033225224,0.00013593864,0.000042266573,0.0000393577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119830205,0.00011231325,0.00013861469,0.000050661794,0.000024643627,0.000005697645,0.00004111269,0.000038251423,0.00001676096],"category_scores_gemma":[0.000016203803,0.000082824154,0.000013453021,0.0000772757,0.00003560448,0.00011576861,0.000013326804,0.00006250318,0.0000019650415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001552407,0.0000307552,0.00018052693,0.00007309903,0.000036812417,5.8017287e-7,0.00021133828,0.00003770776,0.9953828,0.000381405,0.000044468678,0.0036049774],"study_design_scores_gemma":[0.00050217716,0.00013754383,0.0061781057,0.00006259304,0.000027377966,0.0000032343978,0.0003137752,0.0010155349,0.99097633,0.00015244221,0.00048266602,0.00014818666],"about_ca_topic_score_codex":0.0000107681935,"about_ca_topic_score_gemma":0.000046150246,"teacher_disagreement_score":0.08639096,"about_ca_system_score_codex":0.00008540557,"about_ca_system_score_gemma":0.000008385603,"threshold_uncertainty_score":0.3377471},"labels":[],"label_agreement":null},{"id":"W2070715120","doi":"10.1088/0960-1317/14/10/010","title":"Operation of electrothermal and electrostatic MUMPs microactuators underwater","year":2004,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Underwater; Deflection (physics); Microelectromechanical systems; Acoustics; Root mean square; Square wave; Voltage; Comb drive; Materials science; Mechanical engineering; Engineering; Optics; Electrical engineering; Physics; Optoelectronics; Fabrication","score_opus":0.0021188512254428737,"score_gpt":0.16018335837389236,"score_spread":0.1580645071484495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070715120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90797704,0.0043949066,0.08741039,0.00003819169,0.000078472476,0.000061545616,0.00000238008,0.00003304539,0.000004048098],"genre_scores_gemma":[0.97833896,0.0040195165,0.017574765,0.000011864788,0.000021038399,0.0000010162994,5.953553e-7,0.000028355593,0.000003896671],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939674,0.0000016836669,0.00028801072,0.000073014075,0.000055413017,0.00018510882],"domain_scores_gemma":[0.99978113,0.000011060552,0.000065894965,0.000062685605,0.00003559192,0.000043643675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009031505,0.00013310854,0.00022663327,0.00017614143,0.000024176872,0.000018923076,0.00006781551,0.00006729305,0.000002086582],"category_scores_gemma":[0.0000069426314,0.000118945834,0.000036984326,0.00007558159,0.000017434975,0.00014162809,0.000019620342,0.00019482388,2.723119e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070210162,0.000008638669,0.0000019331421,0.00007685114,0.000039368428,0.000006282589,0.00016582546,0.003356251,0.9926806,0.00036322582,0.0000069817856,0.0032870274],"study_design_scores_gemma":[0.00059648853,0.00016315874,0.00003925374,0.00010607877,0.000021427259,0.00040898184,0.00010321849,0.00060759985,0.99649006,0.0010725773,0.0002696445,0.00012150625],"about_ca_topic_score_codex":0.0000019833371,"about_ca_topic_score_gemma":0.0000020314856,"teacher_disagreement_score":0.070361935,"about_ca_system_score_codex":0.000050701634,"about_ca_system_score_gemma":0.000013718854,"threshold_uncertainty_score":0.48504704},"labels":[],"label_agreement":null},{"id":"W2071074271","doi":"10.1115/detc2008-49272","title":"Novel Linearly Tunable MEMS Capacitors With Flexible Moving Electrodes","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Linearity; Capacitor; Capacitance; Microelectromechanical systems; Displacement (psychology); Finite element method; Nonlinear system; Voltage; Materials science; Topology (electrical circuits); Electrode; Electronic engineering; Engineering; Electrical engineering; Structural engineering; Optoelectronics; Physics","score_opus":0.013718796090856553,"score_gpt":0.19120201858548255,"score_spread":0.177483222494626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071074271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8692987,0.00028603405,0.11275742,0.000030898515,0.00009180811,0.00009149606,0.0000016721966,0.0027932876,0.014648698],"genre_scores_gemma":[0.9283416,0.00025331846,0.06736166,0.000024083685,0.00007935827,0.000022809778,0.0000017198702,0.000045782886,0.0038696253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929893,4.7265348e-7,0.0001087305,0.00014772253,0.00010804158,0.00033608833],"domain_scores_gemma":[0.9996883,0.000018499506,0.000013890634,0.00020917894,0.00002853894,0.000041579657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025390507,0.00014906596,0.00014595802,0.000085433036,0.00009789845,0.000013604861,0.00011731324,0.0000782654,0.000028768296],"category_scores_gemma":[0.000013091941,0.000114655304,0.000025199875,0.00024546284,0.00006536116,0.00023913359,0.000017581608,0.00018356682,0.000020353642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005363754,0.000015844154,0.00018042521,0.000015304624,0.000024686733,0.000008609206,0.00007272678,0.011487287,0.9855555,0.0006831984,0.0008379933,0.0011130564],"study_design_scores_gemma":[0.00023502063,0.00008512512,0.0003860491,0.000014104691,0.000004124967,0.000074868614,0.00012324673,0.0012308507,0.9882744,0.0001560705,0.009182657,0.00023349862],"about_ca_topic_score_codex":0.00010287868,"about_ca_topic_score_gemma":0.00003485553,"teacher_disagreement_score":0.059042957,"about_ca_system_score_codex":0.00004522429,"about_ca_system_score_gemma":0.000014875973,"threshold_uncertainty_score":0.46755075},"labels":[],"label_agreement":null},{"id":"W2071527909","doi":"10.1007/s10470-007-9067-3","title":"A new formulation of fringing capacitance and its application to the control of parallel-plate electrostatic micro actuators","year":2007,"lang":"en","type":"article","venue":"Analog Integrated Circuits and Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Actuator; Control theory (sociology); Deflection (physics); Backstepping; Capacitance; Capacitor; Computer science; Stability (learning theory); Voltage; Engineering; Physics; Control (management); Electrical engineering; Optics; Adaptive control","score_opus":0.006991895218559917,"score_gpt":0.22137432738273005,"score_spread":0.21438243216417013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071527909","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4012228,0.0016604417,0.5968639,0.000021838125,0.0000058553796,0.00013086319,0.0000025882155,0.000042327203,0.000049366387],"genre_scores_gemma":[0.99840415,0.00009399665,0.001432036,0.000028781094,0.000012677966,0.000006222506,0.0000026250295,0.000012561666,0.000006961945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999358,0.0000028083102,0.00025266927,0.00012303794,0.000079254336,0.00018423294],"domain_scores_gemma":[0.99965906,0.000059926853,0.000091059104,0.00005991413,0.00008760062,0.00004242469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015939762,0.00011489936,0.00017731711,0.00011426109,0.00006815633,0.000015322626,0.00006961708,0.00008405978,0.0000012954365],"category_scores_gemma":[0.000024889683,0.00008392705,0.000016797192,0.00031942554,0.000022385217,0.00014537659,0.000004522158,0.00017115659,2.654397e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009508628,0.000002716655,0.0001146615,0.00006565685,0.000015686115,4.1119634e-7,0.00042137882,0.0020659745,0.67667496,0.00073343026,0.000004131969,0.3198915],"study_design_scores_gemma":[0.00059013267,0.00014823746,0.002646465,0.00036530086,0.000057769113,0.000015556689,0.00090995536,0.07446728,0.9140988,0.0061307517,0.00029853568,0.00027124473],"about_ca_topic_score_codex":0.00002968986,"about_ca_topic_score_gemma":0.00005201369,"teacher_disagreement_score":0.5971814,"about_ca_system_score_codex":0.000021473792,"about_ca_system_score_gemma":0.00001907903,"threshold_uncertainty_score":0.34224457},"labels":[],"label_agreement":null},{"id":"W2071949192","doi":"10.4028/www.scientific.net/amr.403-408.1122","title":"Modelling of Adhesive Forces in Nanotweezer","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"van der Waals force; Cantilever; Tweezers; Nano-; Materials science; Adhesive; Nanotechnology; Object (grammar); Carbon nanotube; Composite material; Physics; Optics; Computer science; Molecule","score_opus":0.13716134228462143,"score_gpt":0.326743283182225,"score_spread":0.18958194089760358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071949192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937155,0.00042519846,0.0017254858,0.0000042537986,0.00013429609,0.00023207601,0.000010917869,0.0001358319,0.0036164343],"genre_scores_gemma":[0.9797522,0.001408205,0.018636303,0.0000012970692,0.000014794814,0.00008849866,0.000003105736,0.000029808793,0.000065808395],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989335,0.000015350994,0.00027955687,0.00016815627,0.00018163094,0.00042179378],"domain_scores_gemma":[0.99952155,0.000072390925,0.000025707292,0.00026645436,0.000083564526,0.00003033832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003132619,0.000107960936,0.00023679221,0.00028291033,0.000030007861,0.0000071077993,0.00024175865,0.000099041004,0.00014065119],"category_scores_gemma":[0.00005972519,0.000100213336,0.000019573896,0.00029167987,0.00011761329,0.00023927535,0.000085491236,0.00015705785,0.000016845328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048575715,0.000015710646,0.000008196796,0.00010465977,0.000005685552,0.000009497266,0.00032361998,0.018422425,0.9770354,0.0016035256,0.000013787602,0.0024089338],"study_design_scores_gemma":[0.00020663448,0.00006271809,0.00005537478,0.00008705134,8.8832707e-7,9.150008e-7,0.00034882675,0.00038285568,0.9774052,0.021065073,0.0002820361,0.000102417755],"about_ca_topic_score_codex":0.00009631852,"about_ca_topic_score_gemma":0.000017355373,"teacher_disagreement_score":0.019461546,"about_ca_system_score_codex":0.000041966712,"about_ca_system_score_gemma":0.000010845442,"threshold_uncertainty_score":0.40865812},"labels":[],"label_agreement":null},{"id":"W2072288121","doi":"10.1016/j.sna.2007.08.032","title":"Boundary characterization of MEMS structures through electro-mechanical testing","year":2007,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microelectromechanical systems; Characterization (materials science); Boundary (topology); Materials science; Mechanical engineering; Engineering; Geology; Forensic engineering; Nanotechnology; Mathematics","score_opus":0.009755079650090343,"score_gpt":0.23416767833403077,"score_spread":0.22441259868394042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072288121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912858,0.000029684465,0.008035409,0.00001593091,0.00007675714,0.00007407955,0.000006889006,0.00027128874,0.00020416561],"genre_scores_gemma":[0.9966996,0.00003979897,0.003052795,0.000017624552,0.0001519552,0.0000016062513,0.000006044382,0.000023979455,0.000006652595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935085,0.0000021388003,0.00015728187,0.0001434364,0.00010705592,0.00023923689],"domain_scores_gemma":[0.999703,0.00007714472,0.00004199652,0.00011540756,0.000025348361,0.000037133548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004199031,0.00013960846,0.00020564909,0.000039226677,0.0000563871,0.000013261615,0.00005890957,0.00008045358,0.0000026256753],"category_scores_gemma":[0.000045250592,0.00011937011,0.000036523135,0.00018214226,0.00008520041,0.0001322877,0.00002664526,0.00018161775,9.5342506e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000814774,0.000014626949,0.000017857044,0.000022323446,0.000012627692,0.0000029476253,0.00014837208,0.000016809707,0.9562142,0.002824151,0.000010996483,0.040706962],"study_design_scores_gemma":[0.00013781204,0.00008877892,0.0028471893,0.000014728994,0.000011329308,0.000009085056,0.00007432897,0.0009777305,0.97690576,0.017374266,0.0013979884,0.00016098302],"about_ca_topic_score_codex":0.0000040517316,"about_ca_topic_score_gemma":6.5583856e-7,"teacher_disagreement_score":0.04054598,"about_ca_system_score_codex":0.000016545373,"about_ca_system_score_gemma":0.000005997877,"threshold_uncertainty_score":0.4867772},"labels":[],"label_agreement":null},{"id":"W2072416923","doi":"10.1016/j.simpat.2011.10.008","title":"Simulation and modelling of pn junction actuators","year":2011,"lang":"en","type":"article","venue":"Simulation Modelling Practice and Theory","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Multiphysics; Actuator; Cantilever; Finite element method; Schottky diode; Mechanical engineering; Computer science; Electronic engineering; Diode; Engineering; Electrical engineering; Structural engineering","score_opus":0.06431302299830356,"score_gpt":0.2735976187304055,"score_spread":0.20928459573210195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072416923","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26255918,0.0004267494,0.735958,0.0000032221967,0.000059654034,0.00008092907,7.7097235e-7,0.00016205263,0.00074947526],"genre_scores_gemma":[0.9626159,0.0005945438,0.036710005,0.000010747351,0.00002123188,0.000002975267,0.0000020433733,0.00002157047,0.000020948217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944806,0.000016140619,0.00020217811,0.00014189078,0.00008356482,0.00010813555],"domain_scores_gemma":[0.9990106,0.00066811824,0.00008805624,0.0001284134,0.00007575923,0.00002902169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873282,0.000112652255,0.00012149454,0.0001086265,0.00006895206,0.000011545361,0.000031345597,0.000110231886,0.0000068638906],"category_scores_gemma":[0.00009077611,0.00011107111,0.000019700641,0.00008844485,0.000047909212,0.0007695393,0.000016102469,0.00013499954,0.0000015601363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007925983,0.000012166247,0.000006764766,0.000033702683,0.000022094287,4.441544e-7,0.0012327502,0.97004074,0.0001707098,0.010830975,1.5696652e-7,0.017570216],"study_design_scores_gemma":[0.00015023098,0.000028672961,0.0000040734662,0.000021856767,0.00004351554,8.42418e-7,0.00052207883,0.90846705,0.0012955591,0.08909688,0.0002616067,0.00010764722],"about_ca_topic_score_codex":0.0000124073495,"about_ca_topic_score_gemma":4.0545098e-7,"teacher_disagreement_score":0.70005673,"about_ca_system_score_codex":0.000011882169,"about_ca_system_score_gemma":0.000004226312,"threshold_uncertainty_score":0.45293483},"labels":[],"label_agreement":null},{"id":"W2073077800","doi":"10.1117/12.478256","title":"Double-sided MEMS mirror for L-switching matrix","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Silicon on insulator; Materials science; Microelectromechanical systems; Deep reactive-ion etching; Wafer; Fabrication; Optoelectronics; Bulk micromachining; Surface micromachining; Silicon nitride; Torsion spring; Torsion (gastropod); Layer (electronics); Silicon; Etching (microfabrication); Nanotechnology; Reactive-ion etching; Mechanical engineering; Engineering","score_opus":0.015144354994396859,"score_gpt":0.24924307518214706,"score_spread":0.2340987201877502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073077800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945207,0.00029571707,0.0004769321,0.00057462096,0.00047239228,0.0008646953,0.000035884303,0.00046269142,0.002296369],"genre_scores_gemma":[0.5567609,0.00032004697,0.4413684,0.000050674058,0.0002585709,0.0006589803,0.000008929526,0.00018888642,0.00038457123],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979066,2.9381078e-9,0.00070843054,0.0003723408,0.0004489266,0.0005636709],"domain_scores_gemma":[0.9985356,0.00018416686,0.00023014729,0.000080727375,0.0008606451,0.000108716995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049413217,0.00040421146,0.0004982344,0.0001356326,0.00010567553,0.00009514346,0.00080144516,0.0002901621,0.00000850798],"category_scores_gemma":[0.00059775874,0.00035014207,0.00066549954,0.00032836827,0.0001274003,0.0005664218,0.000084168205,0.00037315142,0.0000015498999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046994286,0.000035195822,0.000026175381,0.0004388329,0.000247096,5.0107396e-8,0.00008250669,0.0002838342,0.64009666,0.3571838,0.0013461491,0.00021268189],"study_design_scores_gemma":[0.002170886,0.00021356986,0.00007929388,0.00031482126,0.00014162919,0.000019273146,0.0013985398,0.010335501,0.95502305,0.009078583,0.020669345,0.0005554846],"about_ca_topic_score_codex":0.0000056610666,"about_ca_topic_score_gemma":3.531249e-7,"teacher_disagreement_score":0.44089147,"about_ca_system_score_codex":0.00017910851,"about_ca_system_score_gemma":0.000021153897,"threshold_uncertainty_score":0.99989504},"labels":[],"label_agreement":null},{"id":"W2073355226","doi":"10.1109/tmtt.2014.2378253","title":"Monolithic Millimeter-Wave MEMS Waveguide Switch","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Insertion loss; Microelectromechanical systems; Cantilever; Actuator; Materials science; Waveguide; Extremely high frequency; Optoelectronics; Coplanar waveguide; Wafer; Millimeter; Wideband; Optics; Electrical engineering; Microwave; Engineering; Physics; Telecommunications","score_opus":0.01077878149772551,"score_gpt":0.21890137365125714,"score_spread":0.20812259215353163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073355226","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2391816,0.00018678645,0.75349796,0.000033048585,0.00013789012,0.00017410485,0.000009784381,0.002073411,0.004705447],"genre_scores_gemma":[0.9826399,0.0011429221,0.015582335,0.000113239614,0.000034263623,0.000080195015,0.0000012623354,0.000055450237,0.00035042528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991288,0.000028467663,0.00022666367,0.0002557326,0.00007636287,0.00028393444],"domain_scores_gemma":[0.999333,0.00018441906,0.000028986065,0.0003625667,0.000027884354,0.00006310785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036008618,0.0002619938,0.00024293126,0.00020830959,0.00014919072,0.000028219938,0.00011805264,0.00023208412,0.000026259318],"category_scores_gemma":[0.000008493167,0.00023943411,0.00008568032,0.00013976867,0.00016006446,0.00013327158,0.0000024087938,0.0004174903,0.000013295355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023751154,0.000020127292,2.0717232e-7,0.00002734179,0.00002941824,0.0000023373927,0.00007047999,0.000043491425,0.77837026,0.0024662383,0.00005259053,0.21889375],"study_design_scores_gemma":[0.00011803694,0.0001407174,0.0000023704686,0.000060580798,0.000026715174,0.00003834127,0.00005481587,0.00007486469,0.92156625,0.07276821,0.004880962,0.0002681373],"about_ca_topic_score_codex":0.0000045286606,"about_ca_topic_score_gemma":0.000009719162,"teacher_disagreement_score":0.74345833,"about_ca_system_score_codex":0.000038839866,"about_ca_system_score_gemma":0.0000045980346,"threshold_uncertainty_score":0.976384},"labels":[],"label_agreement":null},{"id":"W2074317648","doi":"10.1080/10255840802010447","title":"Development of a MEMS-based sensor array to characterise<i>in situ</i>loads during scoliosis correction surgery","year":2008,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Piezoresistive effect; Instrumentation (computer programming); Microelectromechanical systems; Finite element method; Sensor array; Computer science; Acoustics; Simulation; Electronic engineering; Engineering; Materials science; Electrical engineering; Structural engineering; Nanotechnology; Physics","score_opus":0.023026646601268262,"score_gpt":0.275990376281697,"score_spread":0.25296372968042874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074317648","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45428565,0.000101403246,0.5436651,0.000015672655,0.0014164405,0.00014296999,0.0000017248838,0.00036841186,0.0000025890934],"genre_scores_gemma":[0.38761282,0.00008210449,0.6120952,0.000017137825,0.00006991663,0.00006615997,0.0000057197262,0.000048875714,0.000002051687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978475,0.000022645647,0.00087840704,0.00039274202,0.00026996597,0.00058872823],"domain_scores_gemma":[0.9991669,0.00022874896,0.000072206356,0.0003235737,0.00003516768,0.00017341189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069008896,0.0003432924,0.00067293213,0.0019087536,0.000044924232,0.000010737217,0.0002626843,0.00028767085,0.0000049658565],"category_scores_gemma":[0.00014903414,0.00037274725,0.0001032565,0.002040083,0.00003678858,0.00010357155,0.000113323455,0.00039232575,0.0000040884916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000127193825,0.00006238289,0.000015610492,0.00023236028,0.00001812728,0.00004151384,0.0002868636,0.0047785603,0.9181986,0.0000025852605,0.0000127063895,0.076337986],"study_design_scores_gemma":[0.00032454202,0.000028560788,0.0014582315,0.00064118253,0.0000033924778,0.000026581565,0.000022253389,0.08717124,0.90771896,0.000007527566,0.0022049972,0.00039254106],"about_ca_topic_score_codex":0.0000043482087,"about_ca_topic_score_gemma":0.0000034210511,"teacher_disagreement_score":0.08239268,"about_ca_system_score_codex":0.00030967896,"about_ca_system_score_gemma":0.00005714976,"threshold_uncertainty_score":0.99987245},"labels":[],"label_agreement":null},{"id":"W2074631937","doi":"10.1109/cjece.2006.259191","title":"Out-of-plane electrothermal actuators in silicon-on-insulator technology","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Silicon on insulator; Materials science; Actuator; Silicon; Plane (geometry); Optoelectronics; Engineering physics; Electrical engineering; Engineering; Geometry; Mathematics","score_opus":0.0027274273642165117,"score_gpt":0.16001150282431376,"score_spread":0.15728407546009723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074631937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98142123,0.0014404496,0.016753575,0.000048180675,0.00018637672,0.000045978002,0.0000014497912,0.00005445749,0.000048305763],"genre_scores_gemma":[0.99783623,0.000041970212,0.0019907688,0.000009568157,0.000099422476,0.0000015188261,3.4700648e-7,0.000016792284,0.0000033570593],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930596,0.0000016580675,0.00025561755,0.0000755908,0.000054061216,0.00030708898],"domain_scores_gemma":[0.9997298,0.000044466477,0.000033646014,0.00007036067,0.000021846357,0.00009985572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039491715,0.00012311756,0.00023622454,0.00073252537,0.00001423391,0.000009963551,0.00012598425,0.000116252035,0.000002462199],"category_scores_gemma":[0.000016560503,0.0001152386,0.000032978034,0.00033416867,0.00002343141,0.000051498955,0.0000051190746,0.0003536109,6.117711e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004482557,0.00009307094,0.014739227,0.00018100494,0.00021080671,0.001206341,0.00021954117,0.34170306,0.18445763,0.036770567,0.0011847486,0.41918918],"study_design_scores_gemma":[0.004696091,0.0031852438,0.10422157,0.00097606785,0.00006774345,0.0012379416,0.00004481737,0.31630924,0.5162018,0.009401069,0.041346435,0.0023119757],"about_ca_topic_score_codex":0.00005584625,"about_ca_topic_score_gemma":0.00022045127,"teacher_disagreement_score":0.41687718,"about_ca_system_score_codex":0.000081868435,"about_ca_system_score_gemma":0.0000447598,"threshold_uncertainty_score":0.46992937},"labels":[],"label_agreement":null},{"id":"W2074948757","doi":"10.1109/mikon.2006.4345126","title":"Radio Frequency MicroElectroMechanical Systems Components","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microelectromechanical systems; Radio frequency; Fabrication; Inductor; Electronic engineering; Electrical engineering; Materials science; Computer science; Optoelectronics; Engineering; Voltage","score_opus":0.006364971237909961,"score_gpt":0.1779905891245906,"score_spread":0.17162561788668063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074948757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404142,0.0015256096,0.04078055,0.000030674113,0.00041819277,0.00013703156,0.000003670033,0.002785319,0.013904777],"genre_scores_gemma":[0.9925138,0.000068336274,0.006845899,0.000004573986,0.000060155762,0.000014848584,0.000006443289,0.000020120826,0.00046583873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994815,0.0000014577091,0.00013542963,0.000098794895,0.00006188918,0.00022092697],"domain_scores_gemma":[0.9997995,0.000011502685,0.000009813049,0.00015045228,0.000009421395,0.000019333158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021962203,0.00009643713,0.00012058266,0.000048292444,0.000026184936,0.0000152587645,0.00010582602,0.000078703255,0.000016098891],"category_scores_gemma":[0.0000025182453,0.000085099564,0.000027132364,0.00009190552,0.000014859265,0.000060656745,0.000012445763,0.000106900785,0.00005626338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.28892e-7,0.000008208373,0.000021423546,0.000012013418,0.0000060473017,0.000006380078,0.0000010203364,0.0006012257,0.9769433,0.020188153,0.0018961416,0.00031566733],"study_design_scores_gemma":[0.00072375376,0.00009919922,0.0015662735,0.000049926366,0.000014827886,0.00012563942,0.000051557145,0.012914591,0.92714596,0.025235794,0.031346295,0.0007261655],"about_ca_topic_score_codex":0.00011349522,"about_ca_topic_score_gemma":0.000013686971,"teacher_disagreement_score":0.05209961,"about_ca_system_score_codex":0.000054290536,"about_ca_system_score_gemma":0.0000020015368,"threshold_uncertainty_score":0.34702596},"labels":[],"label_agreement":null},{"id":"W2076644318","doi":"10.1115/imece2008-68798","title":"Design and Characterization of a Polymeric Photo-Thermal Microgripper for Micromanipulation","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Grippers; Materials science; Thermal; Deflection (physics); Laser; Finite element method; Polymer; Composite material; Absorption (acoustics); Mechanical engineering; Optics; Structural engineering; Engineering","score_opus":0.01203246204480217,"score_gpt":0.19204240981338824,"score_spread":0.1800099477685861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076644318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98135954,0.012336384,0.00498445,0.00005541188,0.00013969556,0.00069505844,0.000032615444,0.00039048266,0.0000063769007],"genre_scores_gemma":[0.99148256,0.005566123,0.0025313823,0.000013163556,0.000029159544,0.00009659142,0.000017509796,0.000038034803,0.00022549708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989091,0.000009901105,0.00035688173,0.0003472058,0.000054621036,0.0003222675],"domain_scores_gemma":[0.99957895,0.000032067386,0.00012965561,0.00017683598,0.000030205541,0.00005227306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000093766255,0.0002808941,0.00043762402,0.0003952426,0.00025087112,0.00003365846,0.00007713702,0.00034998712,0.0000018246018],"category_scores_gemma":[0.0000074261557,0.00025364442,0.000027825441,0.00012316236,0.00029929233,0.00017496158,0.000067672576,0.00011156571,6.6705906e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031305,0.000015146374,0.0009332572,0.00032280237,0.00004408156,0.0000038423564,0.00015224052,0.000014858528,0.98892236,0.00002805729,0.000061899096,0.009470181],"study_design_scores_gemma":[0.0007717723,0.00018215353,0.0032657182,0.00017987734,0.000036086745,0.00037125393,0.000105069674,0.0004888181,0.9818065,0.00004831584,0.012419289,0.0003251262],"about_ca_topic_score_codex":0.000027920343,"about_ca_topic_score_gemma":0.0000017619184,"teacher_disagreement_score":0.01235739,"about_ca_system_score_codex":0.00001545542,"about_ca_system_score_gemma":0.000009544817,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W2076795421","doi":"10.1109/cjece.2006.259186","title":"Hybrid integration of RF MEMS multiport switches","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Electrical engineering; Engineering; Electronic engineering; Computer science; Materials science; Optoelectronics","score_opus":0.004404086803443066,"score_gpt":0.15981961180236767,"score_spread":0.1554155249989246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076795421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7407373,0.001577611,0.25740275,0.00001719964,0.0001615635,0.000027284354,0.0000012355823,0.000034877572,0.000040200186],"genre_scores_gemma":[0.9924288,0.000052859086,0.0073556122,0.0000047428903,0.00013883541,8.0257286e-7,7.8927707e-7,0.000011221715,0.000006380002],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949455,5.636876e-7,0.00023096107,0.000050661038,0.00005304892,0.00017022985],"domain_scores_gemma":[0.9997393,0.000028543,0.00003608465,0.000049772178,0.000043539614,0.00010278963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042127278,0.000090503214,0.0001682455,0.00024062632,0.00001666466,0.000014579364,0.000079719306,0.00004083539,0.0000017016126],"category_scores_gemma":[0.000015195655,0.00008061313,0.000040614996,0.00012241314,0.000014858401,0.00008807392,0.000004051713,0.00018225376,2.1244487e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067474307,0.00001912469,0.0011202062,0.00008529715,0.00009490254,0.00020268686,0.00007707352,0.32572794,0.43717572,0.0032966651,0.0021303936,0.23006324],"study_design_scores_gemma":[0.00068302377,0.00038239575,0.024992974,0.0002330211,0.000038038925,0.0007424617,0.000012014935,0.37912792,0.57668996,0.002480592,0.014095311,0.00052228203],"about_ca_topic_score_codex":0.00020676838,"about_ca_topic_score_gemma":0.0001636872,"teacher_disagreement_score":0.25169146,"about_ca_system_score_codex":0.000047646572,"about_ca_system_score_gemma":0.00003086513,"threshold_uncertainty_score":0.32873082},"labels":[],"label_agreement":null},{"id":"W2076880657","doi":"10.1080/00140130701528602","title":"Application of pressure mapping techniques to measure push and gripping forces with precision","year":2008,"lang":"en","type":"article","venue":"Ergonomics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Perugia; University of Southampton; Institut national de la recherche scientifique","keywords":"Coupling (piping); Vibration; Measure (data warehouse); Metrology; Circuit breaker; Engineering; Transmission (telecommunications); Pressure measurement; Computer science; Mechanical engineering; Simulation; Structural engineering; Acoustics; Electrical engineering; Physics; Data mining; Optics","score_opus":0.011133288698027644,"score_gpt":0.20224279962356048,"score_spread":0.19110951092553283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076880657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75743896,0.0005196798,0.24089733,0.000019964264,0.000020338211,0.0002650783,0.000003461073,0.0004085629,0.00042664475],"genre_scores_gemma":[0.91429293,0.0003997928,0.0851849,0.000007297131,0.00002115209,0.000047479032,0.000001238781,0.000016731115,0.000028470215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996255,0.0000011333769,0.0001159039,0.00011752256,0.00004475808,0.00009515726],"domain_scores_gemma":[0.9997414,0.000016059423,0.00003097919,0.00016371072,0.00002491552,0.000022938453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004256241,0.000083495914,0.00012313921,0.000075839656,0.00004009246,0.0000046551795,0.00008169945,0.00006507952,4.3303694e-7],"category_scores_gemma":[0.000012226807,0.00007473422,0.000011396941,0.000094348616,0.000031680942,0.00010293046,0.00003348222,0.000070348215,6.043773e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000743557,0.0000155554,0.0015343569,0.00018186626,0.000059768878,0.0000013741334,0.0009048634,0.025183083,0.6419425,0.0007032349,0.0004636267,0.3289354],"study_design_scores_gemma":[0.00023504703,0.00012731957,0.011133491,0.00019928558,0.000015547826,0.00002794573,0.00024588365,0.0052909967,0.89284664,0.0006185574,0.08890084,0.00035843783],"about_ca_topic_score_codex":0.0000069928756,"about_ca_topic_score_gemma":0.00000965306,"teacher_disagreement_score":0.32857698,"about_ca_system_score_codex":0.000016306309,"about_ca_system_score_gemma":0.0000048531037,"threshold_uncertainty_score":0.3047573},"labels":[],"label_agreement":null},{"id":"W2077179360","doi":"10.1115/imece2007-42186","title":"A Discretization Approach to Modeling Capacitive MEMS Filters","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Galerkin method; Discretization; Boundary value problem; Capacitive sensing; Nonlinear system; Microbeam; Mathematical analysis; Mathematics; Filter (signal processing); Control theory (sociology); Topology (electrical circuits); Physics; Computer science; Optics","score_opus":0.015661686200511768,"score_gpt":0.2224917953071099,"score_spread":0.20683010910659816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077179360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16062658,0.000022551469,0.78784394,0.000015684562,0.00005421091,0.00009272021,0.0000013089857,0.0007223057,0.05062071],"genre_scores_gemma":[0.9189641,0.000014877304,0.08076321,0.000033212404,0.000024524763,0.000011192705,0.0000047507224,0.000016209831,0.00016794224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955505,3.991383e-7,0.000094638606,0.00010295971,0.000062600404,0.00018436684],"domain_scores_gemma":[0.99982464,0.00000907564,0.0000048288657,0.00010569735,0.000015893873,0.000039859922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005913438,0.0000783834,0.000069506714,0.00008467867,0.00002696248,0.000008765931,0.000063990396,0.000051862502,0.000004515476],"category_scores_gemma":[0.000017932956,0.000068399626,0.000017408523,0.00016743178,0.000010920637,0.00009018572,0.00001704952,0.00007202495,0.0000095551895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005582441,0.000011776003,0.0000064659807,0.000017240276,0.000013566407,0.0000012963945,0.00071893295,0.8130313,0.15679114,0.008905808,0.00030780956,0.020189077],"study_design_scores_gemma":[0.0001999624,0.000033461434,0.000062898296,0.000024913576,0.000006654529,0.0000051699085,0.0049435324,0.66603106,0.32320082,0.0029363441,0.0021350677,0.0004200891],"about_ca_topic_score_codex":0.000012345787,"about_ca_topic_score_gemma":0.000013554697,"teacher_disagreement_score":0.7583375,"about_ca_system_score_codex":0.000039711653,"about_ca_system_score_gemma":0.0000013123324,"threshold_uncertainty_score":0.2789256},"labels":[],"label_agreement":null},{"id":"W2077766894","doi":"10.1109/iceaa.2009.5297811","title":"CMOS-MEMS force microsensor for magnetic resonance detection","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"CMOS; Microelectromechanical systems; Materials science; Surface micromachining; Fabrication; Capacitive sensing; Magnetic field; Detector; Optoelectronics; Sensitivity (control systems); Amplifier; Displacement (psychology); Electrical engineering; Electronic engineering; Engineering; Physics","score_opus":0.006275920514689988,"score_gpt":0.20953884730166203,"score_spread":0.20326292678697205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077766894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82134664,0.0070918575,0.1593752,0.00024217204,0.0006396627,0.0006638487,0.000010375437,0.004064408,0.006565843],"genre_scores_gemma":[0.9683259,0.00027313156,0.025768155,0.0000818679,0.000060601298,0.000036118152,0.0000012243885,0.00001985411,0.005433106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955237,3.9248818e-7,0.000097046344,0.00011599487,0.000035198616,0.00019901777],"domain_scores_gemma":[0.99978673,0.000019207657,0.000008184428,0.0001503688,0.00001659062,0.000018906321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002253426,0.00009077701,0.00008549616,0.000038409078,0.000043037944,0.000011105682,0.00006801804,0.00007692935,0.000008100988],"category_scores_gemma":[0.00002118793,0.000084006904,0.00003475063,0.000089662295,0.000014824638,0.00006960128,0.000005147644,0.00006531567,0.000011320714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048099814,0.000002836268,6.4697264e-7,0.0000052552573,5.96376e-7,4.1617167e-7,0.000006477537,0.00012961567,0.64212847,0.00016482317,0.0005210816,0.35703495],"study_design_scores_gemma":[0.00025133637,0.00017253817,0.00056499406,0.000007956621,0.000002821084,0.0000054914694,0.000036147158,0.0020493686,0.8957184,0.0046798927,0.09637329,0.00013776228],"about_ca_topic_score_codex":0.0000015265354,"about_ca_topic_score_gemma":0.000017241768,"teacher_disagreement_score":0.3568972,"about_ca_system_score_codex":0.000025952264,"about_ca_system_score_gemma":0.0000014788629,"threshold_uncertainty_score":0.34257022},"labels":[],"label_agreement":null},{"id":"W2078474374","doi":"10.1115/detc2014-35004","title":"Adjustable Sensitivity MEMS Magnetic Sensor","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lorentz force; Sensitivity (control systems); Magnetic field; Microelectromechanical systems; Lorentz transformation; Physics; DC bias; Vibration; Range (aeronautics); Materials science; Acoustics; Optoelectronics; Electronic engineering; Voltage; Engineering; Classical mechanics; Quantum mechanics","score_opus":0.005793710590261828,"score_gpt":0.18550388441959328,"score_spread":0.17971017382933147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078474374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8319007,0.00022847144,0.06403946,0.0001181882,0.00029998767,0.000108145745,0.000002491735,0.0036008449,0.09970168],"genre_scores_gemma":[0.98479974,0.000075090975,0.012631044,0.0000429958,0.000046550467,0.000004931699,8.806243e-7,0.00001960648,0.0023791438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995775,0.0000023829277,0.000070696144,0.000097389806,0.000053468797,0.00019851499],"domain_scores_gemma":[0.99970365,0.000047071248,0.0000057323714,0.00020010507,0.000012849407,0.000030582436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006548782,0.0000889672,0.00010461278,0.000035291916,0.000025917601,0.00000944857,0.000037191803,0.000061453975,0.00007767831],"category_scores_gemma":[0.00003653684,0.00007766496,0.0000216046,0.000078160134,0.000025837615,0.00006441212,0.00002241357,0.0000923295,0.00012517638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014729183,0.0000081887065,0.000043711185,0.00003146801,0.000005835386,0.000007590594,0.000017414326,0.0057617035,0.87209296,0.002334498,0.0030909653,0.116604194],"study_design_scores_gemma":[0.00028902484,0.00007243076,0.0017639059,0.000013712507,0.000009631867,0.000026297028,0.00015776475,0.034215707,0.7904513,0.002504213,0.17011574,0.00038027094],"about_ca_topic_score_codex":0.000015413598,"about_ca_topic_score_gemma":0.000038887527,"teacher_disagreement_score":0.16702478,"about_ca_system_score_codex":0.000014166168,"about_ca_system_score_gemma":0.0000013996048,"threshold_uncertainty_score":0.31670853},"labels":[],"label_agreement":null},{"id":"W2079084255","doi":"10.1115/detc2005-85380","title":"Instabilities in a Class of Dual-Axis MEMS Gyroscopes","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Vibrating structure gyroscope; Control theory (sociology); Instability; Parametric statistics; Physics; Angular velocity; Amplitude; Stability (learning theory); Natural frequency; Ring laser gyroscope; Acoustics; Mechanics; Computer science; Mathematics; Optics; Classical mechanics; Vibration; Quantum mechanics","score_opus":0.009081123883467502,"score_gpt":0.22255809330034246,"score_spread":0.21347696941687497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079084255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978876,0.0005272319,0.0002274384,0.0001059034,0.00004889529,0.000065740314,0.0000025414863,0.0004037408,0.01974253],"genre_scores_gemma":[0.9933987,0.00022795082,0.005941081,0.000012872019,0.000014256488,0.000013981169,4.9123145e-7,0.000010623963,0.00038003596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956715,9.511518e-7,0.00016521908,0.00007406861,0.00005297858,0.00013963073],"domain_scores_gemma":[0.9997873,0.000031951877,0.000010068525,0.00014802355,0.000009982594,0.000012684976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038750615,0.00007469797,0.00013234215,0.0000903862,0.000009112469,0.0000047436706,0.00006127258,0.000061766026,0.000070430855],"category_scores_gemma":[0.000029464627,0.00006467007,0.000020779944,0.00012877256,0.00006806094,0.00013414556,0.000025810754,0.000085111555,0.000009253741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000991612,0.00007346369,0.00079583534,0.00016257519,0.000020417567,0.000003911644,0.0011999637,0.040575422,0.8612622,0.011417487,0.0013619503,0.08311685],"study_design_scores_gemma":[0.000257712,0.000034978362,0.0010506468,0.000027428381,0.0000014595157,0.0000014560395,0.0011069119,0.0015151923,0.9414784,0.0014684836,0.052914828,0.00014251914],"about_ca_topic_score_codex":0.000030696046,"about_ca_topic_score_gemma":0.0007107583,"teacher_disagreement_score":0.08297434,"about_ca_system_score_codex":0.000037271966,"about_ca_system_score_gemma":0.0000059598888,"threshold_uncertainty_score":0.2637169},"labels":[],"label_agreement":null},{"id":"W2079336984","doi":"10.1109/lascas.2013.6519037","title":"Capacitance measurements of an SOI based CMUT","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitance; Silicon on insulator; Materials science; Wafer; Dielectric; Microelectromechanical systems; Differential capacitance; Optoelectronics; Electric field; Capacitive micromachined ultrasonic transducers; Oxide; Silicon; Electrode; Composite material; Physics","score_opus":0.024855976683892625,"score_gpt":0.215628120332535,"score_spread":0.19077214364864237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079336984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759665,0.00007571967,0.009141906,0.000024413845,0.00007548565,0.00010133387,0.0000010388871,0.0006102231,0.014003361],"genre_scores_gemma":[0.9590897,0.0000041025723,0.040763617,0.000018318953,0.000006522531,0.00001815085,6.950959e-7,0.00001005807,0.00008880966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996701,9.915566e-7,0.00008482232,0.00006086056,0.00007509754,0.00010815992],"domain_scores_gemma":[0.999751,0.0000061748287,0.00001045517,0.00017916012,0.000031162184,0.000022098242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025053358,0.000059810765,0.00007535819,0.000032541135,0.00001035922,0.0000040871314,0.00008577655,0.000039168783,0.00013774176],"category_scores_gemma":[0.000012531912,0.000050356713,0.000014821698,0.000059886188,0.00002247477,0.00015085934,0.000003515277,0.00004408144,0.000026956957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.8305515e-7,0.000010172753,0.00011229631,0.0000166208,0.000005051669,1.9382625e-7,0.000008568089,0.0021639608,0.9843625,0.000078206416,0.00041427405,0.01282769],"study_design_scores_gemma":[0.00011855852,0.000022474062,0.0012533903,0.0000088172355,0.0000013870557,1.9866604e-7,0.00004328857,0.0030037547,0.9943877,0.0007879969,0.0002995158,0.000072912146],"about_ca_topic_score_codex":0.000028654888,"about_ca_topic_score_gemma":0.00002687192,"teacher_disagreement_score":0.03162171,"about_ca_system_score_codex":0.000014072934,"about_ca_system_score_gemma":0.0000028472832,"threshold_uncertainty_score":0.20534873},"labels":[],"label_agreement":null},{"id":"W2079471272","doi":"10.1117/12.567508","title":"Optical MEMS-based bimorph for thermal sensing","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microelectromechanical systems; Bimorph; Thermal; Parametric statistics; Computer science; Electronic engineering; Temperature measurement; Temperature control; Turbine; Mechanical engineering; Materials science; Engineering; Actuator; Optoelectronics; Physics","score_opus":0.011800201942462783,"score_gpt":0.2275372343027738,"score_spread":0.21573703236031103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079471272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373484,0.0001387285,0.0018549112,0.0016430416,0.00033397356,0.0006788529,0.000046332105,0.00050315703,0.00106616],"genre_scores_gemma":[0.58173347,0.000061215,0.4174979,0.00007368357,0.00035018267,0.00013036997,0.000008270121,0.00011385747,0.0000310616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979723,2.42287e-9,0.0006294787,0.0003586455,0.00047564003,0.0005639051],"domain_scores_gemma":[0.9985701,0.00016182614,0.00017563283,0.000080048805,0.00089875853,0.0001136221],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035151394,0.00039654487,0.0004692449,0.00012992973,0.00009835542,0.000085465,0.0007293237,0.00030130165,0.0000040502937],"category_scores_gemma":[0.0004699435,0.0003399971,0.0006699896,0.00030355924,0.0002788144,0.00042010154,0.00009900341,0.00037895323,0.0000014439888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058303922,0.00005309414,0.000012390349,0.00044353603,0.0002283541,1.4944166e-7,0.000053913976,0.008096427,0.80598503,0.18348284,0.0004550567,0.0011309127],"study_design_scores_gemma":[0.0016366416,0.00025278123,0.00013685676,0.00032600397,0.00011303398,0.000011271324,0.000528839,0.028932944,0.9609331,0.0041504237,0.002541482,0.000436617],"about_ca_topic_score_codex":0.000004028281,"about_ca_topic_score_gemma":2.3002794e-7,"teacher_disagreement_score":0.41564298,"about_ca_system_score_codex":0.0002458156,"about_ca_system_score_gemma":0.00003391799,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W2079702576","doi":"10.1117/12.628262","title":"Electro thermal analysis of rotary type micro thermal actuator","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Finite element method; Actuator; Microelectromechanical systems; Mechanical engineering; Materials science; Thermal; Heat transfer; Thermal analysis; Deflection (physics); Rotation (mathematics); Joule heating; Mechanics; Optics; Engineering; Structural engineering; Electrical engineering; Optoelectronics; Physics; Computer science; Composite material","score_opus":0.007841402227659241,"score_gpt":0.22048520449715897,"score_spread":0.21264380226949972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079702576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699974,0.00034813833,0.000029452167,0.0005098245,0.00012347719,0.00029041097,0.000040059775,0.00023294392,0.0014259508],"genre_scores_gemma":[0.8987155,0.0002712029,0.10048591,0.000039753148,0.00025650478,0.000059870687,0.000009580704,0.00007080636,0.00009087018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982368,5.3592335e-9,0.0006331296,0.00027716212,0.00043333595,0.00041959772],"domain_scores_gemma":[0.9987106,0.000093912284,0.0002335432,0.00008170601,0.0008047485,0.0000755246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027016594,0.00032024985,0.00054746115,0.00022477719,0.00004649306,0.000035277902,0.00084253715,0.00023132922,0.000028205903],"category_scores_gemma":[0.00019168471,0.00026730064,0.0007030796,0.0007770704,0.00018359147,0.0004442807,0.00011529053,0.00034716816,0.000001478379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006447626,0.000068280686,0.00017309627,0.00018440354,0.0019323891,5.7229606e-8,0.00012651253,0.0040742117,0.9598221,0.031202044,0.0007809135,0.0015715007],"study_design_scores_gemma":[0.00048466554,0.0002124008,0.0018547005,0.00008591042,0.00054033916,0.0000032092025,0.00036681278,0.028448373,0.9641626,0.00018437825,0.0033335967,0.00032301637],"about_ca_topic_score_codex":0.0000048433367,"about_ca_topic_score_gemma":2.903959e-7,"teacher_disagreement_score":0.10045646,"about_ca_system_score_codex":0.0001441649,"about_ca_system_score_gemma":0.000018523324,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W2079935413","doi":"10.1117/1.3256006","title":"Novel approach for microassembly of three-dimensional rotary MOEMS mirrors","year":2009,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Fastener; Process (computing); Surface micromachining; Mechanical engineering; Flexibility (engineering); Computer science; Displacement (psychology); Materials science; Engineering; Fabrication","score_opus":0.018910726843700952,"score_gpt":0.233765723885645,"score_spread":0.21485499704194405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079935413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952925,0.011414533,0.034702186,0.00009382478,0.00030229954,0.00029859057,0.000050314255,0.000083582854,0.00012962671],"genre_scores_gemma":[0.79901063,0.0009974255,0.19973902,0.00006157977,0.00011068154,0.000009296795,0.0000071271165,0.000041728254,0.000022515322],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984928,0.0000035507373,0.00069806166,0.00020764364,0.00020514293,0.0003928312],"domain_scores_gemma":[0.9990959,0.00005324359,0.0003073529,0.00022535701,0.00019473647,0.00012338729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028329983,0.0002992278,0.0006070136,0.0005035351,0.00007731358,0.000021420885,0.00026077748,0.0002292194,0.0000018503653],"category_scores_gemma":[0.000020842319,0.00024319506,0.0003924025,0.00032618493,0.0001333158,0.00022833051,0.000028427952,0.00031825126,1.7956722e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098628734,0.00021353406,0.0002432656,0.00009055451,0.00015405325,0.000005192063,0.000057814224,0.0006854863,0.98433083,0.00014616009,0.0007040354,0.0132704135],"study_design_scores_gemma":[0.004202575,0.0020872941,0.029398771,0.00037578313,0.00023957664,0.0010820323,0.00028446392,0.0012309549,0.94419724,0.0051177926,0.010882861,0.00090065645],"about_ca_topic_score_codex":0.000013712453,"about_ca_topic_score_gemma":0.000006759879,"teacher_disagreement_score":0.16503684,"about_ca_system_score_codex":0.0000191966,"about_ca_system_score_gemma":0.000025541653,"threshold_uncertainty_score":0.9917207},"labels":[],"label_agreement":null},{"id":"W2080016403","doi":"10.1115/imece2006-15379","title":"Modeling and Analytical Study of Scratch Drive Actuators","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Actuator; Scratch; Deflection (physics); Mode (computer interface); Voltage; Boundary value problem; Bending; Mechanics; Beam (structure); Mechanical engineering; Computer science; Structural engineering; Optics; Materials science; Engineering; Physics; Electrical engineering","score_opus":0.009439844130880334,"score_gpt":0.23153218209681056,"score_spread":0.22209233796593023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080016403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96872663,0.000042143034,0.029364454,0.000007820821,0.0000146213915,0.000060223054,3.503445e-7,0.0002327151,0.0015510293],"genre_scores_gemma":[0.9969694,0.000017160133,0.0029495126,0.0000017387441,0.00000840944,0.0000026456294,2.1475613e-7,0.0000071101817,0.000043810433],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970126,6.2071905e-7,0.00010007005,0.000069315836,0.000048286285,0.00008046947],"domain_scores_gemma":[0.9998762,0.000009426498,0.0000045700176,0.00008726604,0.000011303292,0.000011257347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018267932,0.000055889854,0.00009663878,0.000046273955,0.000013027285,0.0000040242858,0.00003418104,0.0000327636,0.0000043808423],"category_scores_gemma":[0.0000050649633,0.00004553356,0.000009355646,0.00007521814,0.0000149332745,0.000046568504,0.000020987662,0.000052841973,7.191185e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011971917,0.00034956977,0.006815442,0.000059088066,0.00011339235,0.000017714625,0.0004900334,0.9027156,0.042068336,0.015248137,0.0006227225,0.031487945],"study_design_scores_gemma":[0.00040208432,0.00010895688,0.0010049994,0.000007801364,0.000018685065,8.326939e-7,0.0030829632,0.9737532,0.013992535,0.0074466723,0.000029724382,0.00015154912],"about_ca_topic_score_codex":0.00008113114,"about_ca_topic_score_gemma":0.000107805885,"teacher_disagreement_score":0.071037546,"about_ca_system_score_codex":0.0000070042015,"about_ca_system_score_gemma":0.0000012110461,"threshold_uncertainty_score":0.18568048},"labels":[],"label_agreement":null},{"id":"W2080054179","doi":"10.1109/jsen.2012.2225043","title":"Strain Transfer Analysis of Surface-Bonded MEMS Strain Sensors","year":2012,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Finite element method; Strain gauge; Adhesive; Microelectromechanical systems; Trench; Sensitivity (control systems); Deep reactive-ion etching; Strain (injury); Layer (electronics); Etching (microfabrication); Composite material; Optoelectronics; Electronic engineering; Structural engineering; Reactive-ion etching; Engineering","score_opus":0.0201502258229045,"score_gpt":0.2504854679727846,"score_spread":0.2303352421498801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080054179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399424,0.0005122821,0.003774411,0.000049004717,0.00055865187,0.00007991469,0.00015426411,0.00024224225,0.00063500885],"genre_scores_gemma":[0.99635166,0.0004988835,0.0028149376,0.000009405198,0.00014963928,8.892308e-7,0.000004825618,0.000043604818,0.00012615869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984233,0.000022039463,0.00051346986,0.00013077391,0.0003134504,0.00059695914],"domain_scores_gemma":[0.99933314,0.00008221478,0.00006482889,0.00025616077,0.00006986185,0.00019380536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038144155,0.00025324183,0.00052626035,0.0004310834,0.000077312776,0.000024085499,0.00018311915,0.00019971529,0.00019695537],"category_scores_gemma":[0.000028725219,0.00022531091,0.00034310564,0.00077048916,0.00009980001,0.00027786687,0.0000070574265,0.00057398505,0.000010232295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000880917,0.000030197107,0.00027564372,0.000014604191,0.00078470766,0.00001624419,0.0005113178,0.251189,0.74496424,0.000066354674,0.00017284391,0.0019660627],"study_design_scores_gemma":[0.0009355326,0.00010029787,0.012512331,0.000054351585,0.0011428122,0.00022140681,0.0027078784,0.007743703,0.96998495,0.00041919496,0.0034051342,0.00077239546],"about_ca_topic_score_codex":0.0000058175374,"about_ca_topic_score_gemma":0.000019283283,"teacher_disagreement_score":0.24344529,"about_ca_system_score_codex":0.00007310754,"about_ca_system_score_gemma":0.000013005552,"threshold_uncertainty_score":0.91879123},"labels":[],"label_agreement":null},{"id":"W2080401490","doi":"10.1116/1.2366608","title":"Fabrication of nanoelectromechanical resonators using a cryogenic etching technique","year":2006,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Microelectronics and Nanometer Structures Processing Measurement and Phenomena","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Applied Nanotools (Canada); National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Fabrication; Resonator; Etching (microfabrication); Nanoelectromechanical systems; Materials science; Nanotechnology; Optoelectronics; Nanoparticle","score_opus":0.01062714303380548,"score_gpt":0.22375091168391484,"score_spread":0.21312376865010935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080401490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9457,0.022576207,0.031328443,0.000052313575,0.00008044118,0.00015294988,0.0000011315599,0.00008243342,0.000026099133],"genre_scores_gemma":[0.9759339,0.0005716045,0.023424404,0.0000054878105,0.000037615286,0.000004915026,1.825645e-7,0.000020662266,0.0000012361097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981611,0.0000065927966,0.0005599176,0.00027838684,0.00046588486,0.00052813155],"domain_scores_gemma":[0.9988268,0.000009759361,0.0003839543,0.00017947028,0.00054083165,0.000059211074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010496296,0.00022780779,0.0003804039,0.0019020116,0.00032688704,0.00007733028,0.00045885955,0.00015134396,0.0000010471902],"category_scores_gemma":[0.00005245329,0.00018861223,0.000046037294,0.0019512237,0.00077975047,0.00043925626,0.000107512635,0.00046600655,2.4529346e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014920804,0.000015647067,0.000115521405,0.000057677964,0.000017170507,0.0000010089287,0.00004125753,0.00004741172,0.9702468,0.002173634,0.0000019079523,0.027267072],"study_design_scores_gemma":[0.00030601866,0.00032210053,0.0003416267,0.00009444479,0.000046926052,0.00021002756,0.00007554613,0.00043713264,0.91846156,0.07933412,0.00017061344,0.00019988764],"about_ca_topic_score_codex":0.0000027599249,"about_ca_topic_score_gemma":0.0000020407804,"teacher_disagreement_score":0.077160485,"about_ca_system_score_codex":0.00039152382,"about_ca_system_score_gemma":0.00034580255,"threshold_uncertainty_score":0.7691384},"labels":[],"label_agreement":null},{"id":"W2080434013","doi":"10.3390/s131216641","title":"A Novel Comb Architecture for Enhancing the Sensitivity of Bulk Mode Gyroscopes","year":2013,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; McGill University","funders":"CMC Microsystems","keywords":"Sensitivity (control systems); Gyroscope; Materials science; Transducer; Capacitance; Vibration; Microelectromechanical systems; Optoelectronics; Electronic engineering; Electrical engineering; Electrode; Acoustics; Engineering; Physics","score_opus":0.008907234408607023,"score_gpt":0.22642836052692297,"score_spread":0.21752112611831595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080434013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127088,0.000066245884,0.086146474,0.00020976027,0.000098955745,0.00029136764,0.000021038819,0.0002538309,0.0002035161],"genre_scores_gemma":[0.98153114,0.000019726165,0.018244285,0.000023363482,0.00003315333,0.000026711657,0.0000014301074,0.000021562122,0.00009859639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995404,0.000003422147,0.0001192967,0.00009349622,0.000058415295,0.00018498844],"domain_scores_gemma":[0.9994665,0.00024795727,0.000026404721,0.0002078079,0.000033716973,0.0000176596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068545385,0.000103182116,0.00014646424,0.00003405837,0.00004680405,0.000008119771,0.000067306915,0.00006332326,0.0000030872686],"category_scores_gemma":[0.000108280794,0.00007002074,0.000050425486,0.0000715177,0.00006800057,0.00003421119,0.0000244101,0.00012843312,0.000004335509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019955019,0.0000054120046,0.0000018468323,0.00003604975,0.000013047014,2.4871287e-7,0.00020968504,0.12922592,0.86487603,0.0001535539,0.00012044981,0.0053557465],"study_design_scores_gemma":[0.00014602739,0.000021585565,0.00022591116,0.0000316028,0.000007156191,0.000007184382,0.0003335132,0.034306217,0.9613253,0.0022630873,0.001220169,0.00011224962],"about_ca_topic_score_codex":0.00010714125,"about_ca_topic_score_gemma":0.00026132903,"teacher_disagreement_score":0.09644926,"about_ca_system_score_codex":0.00001220642,"about_ca_system_score_gemma":0.0000039131032,"threshold_uncertainty_score":0.28553626},"labels":[],"label_agreement":null},{"id":"W2080655355","doi":"10.1109/mcas.2002.1045855","title":"Microelectromechanical systems and system-on-chip connectivity","year":2002,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"CMC Microsystems","keywords":"Microelectromechanical systems; Modular design; Interconnection; Chip; Engineering; Die (integrated circuit); Electronic engineering; CMOS; Embedded system; Computer science; Electrical engineering; Computer hardware; Mechanical engineering; Telecommunications; Materials science; Nanotechnology","score_opus":0.02168572437860906,"score_gpt":0.20843481702720643,"score_spread":0.18674909264859738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080655355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969662,0.01510094,0.004228375,0.00003362881,0.0019550396,0.00064675603,0.000043508964,0.0014958668,0.0068338704],"genre_scores_gemma":[0.99829185,0.0007586503,0.000012112706,0.000010198308,0.00022105411,0.00008190974,0.000001472068,0.000054242362,0.00056853564],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986182,0.00002519933,0.00035359224,0.0003896052,0.00017084245,0.0004425493],"domain_scores_gemma":[0.99928015,0.00012777462,0.000065979955,0.00034565327,0.00004141132,0.00013903341],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019880335,0.00031095493,0.0005469919,0.00015166623,0.00012786036,0.0001262116,0.00011639845,0.00022581626,0.0000034070813],"category_scores_gemma":[0.000028602622,0.00027182174,0.000039637274,0.00017061058,0.000064247404,0.0001279846,0.000020918249,0.00028776083,0.00006663654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008640469,0.00007597265,0.0001373105,0.0030881276,0.00019386684,0.00017594532,0.0001938016,0.002733019,0.94411474,0.024274178,0.007817843,0.017186528],"study_design_scores_gemma":[0.00992824,0.003482195,0.0041687065,0.006275055,0.00038601988,0.011013595,0.0029363586,0.7453207,0.058377396,0.00072310015,0.1507813,0.0066073635],"about_ca_topic_score_codex":0.000015887208,"about_ca_topic_score_gemma":0.00000527428,"teacher_disagreement_score":0.88573736,"about_ca_system_score_codex":0.000089616355,"about_ca_system_score_gemma":0.000003121293,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W2081445686","doi":"10.1115/imece2010-38400","title":"On-Chip Structures for the Determination of the Dopant-Dependent Young’s Modulus of Heavily Phosphorus Doped Polysilicon With Stress Compensation","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Microelectromechanical systems; Wafer; Modulus; Fabrication; Polysilicon depletion effect; Cantilever; Optoelectronics; Doping; Dopant; Stress (linguistics); Young's modulus; Thin film; Chip; Composite material; Voltage; Electronic engineering; Electrical engineering; Nanotechnology; Transistor","score_opus":0.0073067415941132745,"score_gpt":0.21971747248040324,"score_spread":0.21241073088628998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081445686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881878,0.00005130262,0.0103869615,0.000058401612,0.0003926549,0.0004377526,0.000042989013,0.00008984117,0.0003522788],"genre_scores_gemma":[0.9978671,0.000020690415,0.0019550135,0.000008101221,0.000014541303,0.000031674223,0.000002279475,0.000014870349,0.00008570122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994854,0.0000028046106,0.00015758227,0.00009564994,0.00014613829,0.00011245222],"domain_scores_gemma":[0.99942267,0.00008618557,0.000079809346,0.00034242927,0.000057811205,0.00001111787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054368065,0.00010516724,0.0001243335,0.000034219505,0.00005906368,0.000008929116,0.00021379504,0.00006581827,0.000009178412],"category_scores_gemma":[0.000037827635,0.00005115165,0.00004037333,0.00007519222,0.00008786761,0.000056023728,0.000019895093,0.00014816869,2.4861072e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080198326,0.000025788451,0.00050706515,0.00005020871,0.000033835608,2.3854372e-7,0.00016908831,0.009134293,0.9382454,0.018330138,0.000042087177,0.033381633],"study_design_scores_gemma":[0.00033172252,0.00008009352,0.015206423,0.000015405712,0.000019669927,0.0000030275112,0.00025866594,0.007143097,0.973618,0.0032170808,0.000032507476,0.00007430727],"about_ca_topic_score_codex":0.00010037258,"about_ca_topic_score_gemma":0.0009341766,"teacher_disagreement_score":0.035372574,"about_ca_system_score_codex":0.0000135542605,"about_ca_system_score_gemma":0.0000087817425,"threshold_uncertainty_score":0.20859037},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011389651399324787,"score_gpt":0.23138384571526155,"score_spread":0.21999419431593675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081873083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388431,0.0009630606,0.05750027,0.00011026731,0.000042623247,0.00029032337,0.00010756849,0.0021293089,0.000013488594],"genre_scores_gemma":[0.9827777,0.0005046091,0.01665534,0.000008873337,0.0000039973515,0.000012218984,0.000012544089,0.000016363521,0.000008319308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988274,0.00002794036,0.00033533998,0.00039864983,0.00010959928,0.00030105276],"domain_scores_gemma":[0.99900824,0.00027837345,0.00013647843,0.00043668083,0.00011480747,0.000025393698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037468452,0.00028755332,0.00065573544,0.00068655406,0.00011131593,0.000057394926,0.00010205664,0.00036165316,6.0003214e-7],"category_scores_gemma":[0.00020032744,0.00026770128,0.000070571274,0.0009650398,0.00038765484,0.00023123198,0.00009684178,0.00024265349,7.937351e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013327209,0.000014406786,0.0016455583,0.00006847336,0.0002448002,0.000013830229,0.00011883713,0.0008867795,0.96733075,0.00016110262,0.000012581928,0.029489556],"study_design_scores_gemma":[0.00020501907,0.000085482396,0.12136594,0.000048908852,0.00015769612,0.000029369787,0.00048925536,0.0031565463,0.8735696,0.0006095831,0.000012557391,0.00027000305],"about_ca_topic_score_codex":0.00008298638,"about_ca_topic_score_gemma":0.000080807506,"teacher_disagreement_score":0.119720384,"about_ca_system_score_codex":0.00008216381,"about_ca_system_score_gemma":0.0000058205487,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W2082095663","doi":"10.1109/tcsii.2014.2387551","title":"A Flexible Charge-Balanced Ratiometric Open-Loop Readout System for Capacitive Inertial Sensors","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accelerometer; Capacitive sensing; Linearity; SIGNAL (programming language); Electronic engineering; Voltage; Electrical engineering; Delta-sigma modulation; Power (physics); Charge (physics); Inertial measurement unit; Physics; Computer science; Engineering; CMOS","score_opus":0.051557615293994635,"score_gpt":0.26700783841926284,"score_spread":0.2154502231252682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082095663","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12611517,0.00073080783,0.856858,0.000036481822,0.005574979,0.003198576,0.00079333683,0.0034421452,0.0032505114],"genre_scores_gemma":[0.99390984,0.000054456756,0.00043832656,0.000018854962,0.0002419068,0.0020978092,0.00001764272,0.00014551923,0.0030756483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99754024,0.00004136665,0.00070315285,0.0006102111,0.00041965643,0.000685376],"domain_scores_gemma":[0.9983411,0.00017022261,0.00015882195,0.0007439121,0.0003227626,0.00026317197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034244044,0.0004876177,0.0007941593,0.00069225207,0.0003937389,0.0002029222,0.0006037455,0.00036579242,0.0000058725136],"category_scores_gemma":[0.00004305848,0.0004907238,0.00015377217,0.0010948889,0.00008995266,0.000674069,0.000007460396,0.00039797652,0.000060512917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018135607,0.00027298703,0.0000033343538,0.0011108961,0.0004515811,0.00003406464,0.002229061,0.3483026,0.62833464,0.0014620784,0.006170216,0.01144716],"study_design_scores_gemma":[0.004464442,0.0005609913,0.0000061860223,0.0008583949,0.000112719856,0.00013873853,0.0030849266,0.012006715,0.95528394,0.00003930108,0.0223414,0.0011022688],"about_ca_topic_score_codex":0.0002895769,"about_ca_topic_score_gemma":0.00001189605,"teacher_disagreement_score":0.86779463,"about_ca_system_score_codex":0.0005557629,"about_ca_system_score_gemma":0.00009809462,"threshold_uncertainty_score":0.9997544},"labels":[],"label_agreement":null},{"id":"W2082869854","doi":"10.1108/03056121011087186","title":"RF‐MEMS switches on a printed circuit board platform","year":2010,"lang":"en","type":"article","venue":"Circuit World","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Printed circuit board; Radio frequency; Interconnection; Electronic engineering; Fabrication; Electrical engineering; Engineering; Materials science; Telecommunications; Nanotechnology","score_opus":0.02380788855384102,"score_gpt":0.2274245805314871,"score_spread":0.20361669197764606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082869854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077084,0.0001519681,0.0010703993,0.00007890948,0.001293131,0.0002533347,0.000007811608,0.0038363307,0.08559973],"genre_scores_gemma":[0.99771905,0.000042375817,0.00009017508,0.00006697865,0.00015087865,0.000065303815,0.0000051875945,0.000071582945,0.0017884581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882203,5.229439e-7,0.00023717794,0.0002938116,0.0001768998,0.00046953038],"domain_scores_gemma":[0.99913186,0.000086643966,0.00004039535,0.0006297925,0.000027996766,0.000083337465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000106399355,0.0002622622,0.00025458756,0.0002743315,0.00008505856,0.000045027547,0.0003549265,0.00016636841,0.0001448049],"category_scores_gemma":[0.00009101345,0.00025219316,0.00009175517,0.00039786965,0.000089451845,0.0001707964,0.000043785636,0.0008881928,0.00033393502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005073047,0.00003349061,0.00032480786,0.000042444553,0.000036522302,0.000016955157,0.000090465095,0.00015340775,0.88597655,0.012937868,0.0013564974,0.09902593],"study_design_scores_gemma":[0.00049777253,0.000045625566,0.005699546,0.00009459829,0.000016105963,0.0000146147895,0.00011754123,0.0000861311,0.68935984,0.0318465,0.27159467,0.0006270258],"about_ca_topic_score_codex":0.000006691077,"about_ca_topic_score_gemma":0.00026912222,"teacher_disagreement_score":0.2702382,"about_ca_system_score_codex":0.00006793891,"about_ca_system_score_gemma":0.000013807766,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2083054331","doi":"10.1016/j.sna.2006.05.018","title":"Polymer MEMS processing for multi-user applications","year":2006,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microelectromechanical systems; Materials science; Photoresist; Wafer; Actuator; Nanotechnology; Electronics; Layer (electronics); Mechanical engineering; Electrical engineering; Engineering","score_opus":0.009639644131824651,"score_gpt":0.2488668819933642,"score_spread":0.23922723786153954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083054331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252938,0.00040583767,0.07316838,0.000058706606,0.000028616347,0.0002771465,0.000018001892,0.000573703,0.00017581579],"genre_scores_gemma":[0.99185145,0.000018389273,0.007383678,0.000010926763,0.00021387605,0.0001263105,0.000006473762,0.000030944637,0.00035796603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953353,6.890446e-7,0.00008482735,0.00014687363,0.000047636837,0.00018643175],"domain_scores_gemma":[0.99981725,0.000023223418,0.000017266693,0.00009670688,0.000015612692,0.000029951081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011914848,0.000119934535,0.00013144102,0.000033503053,0.00008995213,0.000022427805,0.000047055026,0.00005200372,8.9795407e-7],"category_scores_gemma":[0.000003138038,0.000101344885,0.000041149957,0.00008780216,0.000060898383,0.00008278191,0.000013082162,0.00007814847,0.0000033311524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011218776,0.0002287795,0.000078686055,0.00018829606,0.000030117277,0.0000017675586,0.00022814547,0.00073371583,0.62660587,0.023982698,0.0014098157,0.3465009],"study_design_scores_gemma":[0.00093608676,0.0000529486,0.00061670213,0.00003495579,0.00004823666,0.0000059990175,0.00035110392,0.045792248,0.82012254,0.009938096,0.12144374,0.0006573408],"about_ca_topic_score_codex":0.0000065728104,"about_ca_topic_score_gemma":0.0000031671327,"teacher_disagreement_score":0.34584355,"about_ca_system_score_codex":0.000011273645,"about_ca_system_score_gemma":0.0000037018733,"threshold_uncertainty_score":0.41327244},"labels":[],"label_agreement":null},{"id":"W2083460199","doi":"10.1108/02602280610640698","title":"Microfabrication influence on the behavior of capacitive type MEMS sensors and actuators","year":2006,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microfabrication; Actuator; Capacitive sensing; Microelectromechanical systems; Process (computing); Surface micromachining; Capacitance; Mechanical engineering; Computer science; Electronic engineering; Control engineering; Engineering; Materials science; Electrical engineering; Nanotechnology; Fabrication","score_opus":0.011443745622234288,"score_gpt":0.23701324367095528,"score_spread":0.22556949804872098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083460199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807432,0.018191904,0.000012812582,0.00012232346,0.000030510699,0.0003622152,0.0000068138397,0.000102884514,0.00042729656],"genre_scores_gemma":[0.9410155,0.058283854,0.000505453,0.00007094149,0.000011669838,0.000037082762,0.0000024150947,0.000014801052,0.00005827194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999614,0.0000056204804,0.00014630434,0.000085943306,0.000059409846,0.00008873957],"domain_scores_gemma":[0.9996578,0.00005810358,0.000045561595,0.00018652894,0.00004145246,0.0000105731615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005432233,0.000089247595,0.00015024241,0.000024360268,0.000024326746,0.0000034399347,0.000056127265,0.000035124343,0.0000094389225],"category_scores_gemma":[0.000072402894,0.000058985428,0.000024717212,0.00015827356,0.00007301597,0.00003449314,0.00000927132,0.00009216575,0.000014160558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004685934,0.00003650048,0.00038088116,0.0014837302,0.000029468085,0.000008597329,0.000077500044,0.000256478,0.8435137,0.0042807083,0.0022499117,0.14767781],"study_design_scores_gemma":[0.00014592742,0.00009461203,0.012569433,0.0027005929,0.00013742832,0.000035395882,0.00014238566,0.000036283334,0.8964469,0.0006965519,0.086593695,0.00040082226],"about_ca_topic_score_codex":0.000016988603,"about_ca_topic_score_gemma":0.0000022167424,"teacher_disagreement_score":0.14727698,"about_ca_system_score_codex":0.000015936102,"about_ca_system_score_gemma":0.0000025236923,"threshold_uncertainty_score":0.24053559},"labels":[],"label_agreement":null},{"id":"W2083875920","doi":"10.1116/1.1468654","title":"Heat transfer analysis and optimization of two-beam microelectromechanical thermal actuators","year":2002,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nortel (Canada)","funders":"","keywords":"Actuator; Microelectromechanical systems; Deflection (physics); Heat transfer; Thermal; Materials science; Voltage; Beam (structure); Mechanical engineering; Thermal expansion; Enhanced heat transfer; Bending; Structural engineering; Mechanics; Engineering; Electrical engineering; Composite material; Thermodynamics; Physics; Optics; Optoelectronics","score_opus":0.0067358469939142315,"score_gpt":0.21537189725919278,"score_spread":0.20863605026527857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083875920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521761,0.0026704324,0.044542193,0.00030365473,0.000090485606,0.00007355592,0.0000048197253,0.000113566326,0.000025195919],"genre_scores_gemma":[0.97371805,0.0041538635,0.022087818,0.000010405084,0.0000073026813,0.0000020076077,2.3205907e-7,0.000012570506,0.000007736719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987592,0.0000055269315,0.00044559277,0.00021785998,0.00022027096,0.00035154173],"domain_scores_gemma":[0.9995049,0.000040827697,0.00005036982,0.00020008103,0.00012075471,0.000083029896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032459546,0.00018754823,0.00048574232,0.0013685275,0.00013777225,0.000032040563,0.00036622884,0.00020515033,0.00005080084],"category_scores_gemma":[0.00002945887,0.000146355,0.000091098686,0.0025620246,0.0006515725,0.00043720435,0.00006498231,0.00039291914,4.15566e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008709899,0.000035121775,0.000755318,0.000012091815,0.00012487707,0.000007780338,0.000115477036,0.02427217,0.97042567,0.00021790809,0.00000968749,0.0040152194],"study_design_scores_gemma":[0.0006517847,0.0005677204,0.0007076791,0.000036496604,0.00024921095,0.00016652871,0.0004434346,0.117300995,0.87904364,0.00052384206,0.00005823018,0.00025040735],"about_ca_topic_score_codex":0.0000031594961,"about_ca_topic_score_gemma":0.0000036497943,"teacher_disagreement_score":0.09302883,"about_ca_system_score_codex":0.000028619897,"about_ca_system_score_gemma":0.00001659132,"threshold_uncertainty_score":0.5968184},"labels":[],"label_agreement":null},{"id":"W2084024294","doi":"10.1117/12.628604","title":"Multi-parameter synthesis of microsystems","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microsystem; Computer science; Microelectromechanical systems; Control theory (sociology); Control engineering; Materials science; Engineering","score_opus":0.011808275385847753,"score_gpt":0.22684866857558322,"score_spread":0.21504039318973547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084024294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721897,0.00031745073,0.00012597324,0.00047667677,0.00020197972,0.00039629466,0.00006095048,0.00026706432,0.00093462254],"genre_scores_gemma":[0.6668945,0.00026946687,0.33225393,0.000019484782,0.00020885476,0.00016412942,0.0000020152313,0.000075733944,0.000111867994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981748,3.499392e-9,0.00075644674,0.00027982783,0.00040493824,0.00038399387],"domain_scores_gemma":[0.9986588,0.00019328881,0.00026099142,0.0000779607,0.0007333821,0.00007557618],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031833613,0.0003213891,0.0005170826,0.00012954167,0.000043052856,0.000042517288,0.0008565631,0.00025306767,0.0000075858766],"category_scores_gemma":[0.00058587483,0.00027115043,0.00056731765,0.00027201648,0.00022286065,0.00046082315,0.00012252611,0.0002903214,0.0000021106798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024776695,0.0000795306,0.00008794832,0.0007081464,0.000358443,4.1726246e-8,0.00010013578,0.00087339507,0.95970154,0.035148323,0.0013682522,0.0015494663],"study_design_scores_gemma":[0.0005054449,0.000086552456,0.00028457906,0.00035984942,0.00008927024,0.000009805345,0.00064636423,0.031719387,0.96034133,0.00022572975,0.005435106,0.00029659623],"about_ca_topic_score_codex":0.0000050198337,"about_ca_topic_score_gemma":3.0861042e-7,"teacher_disagreement_score":0.332128,"about_ca_system_score_codex":0.00014409589,"about_ca_system_score_gemma":0.00001127555,"threshold_uncertainty_score":0.9999741},"labels":[],"label_agreement":null},{"id":"W2084192785","doi":"10.1002/mop.20352","title":"High‐Q LIGA‐MEMS vertical cantilever variable capacitors for upper microwave frequencies","year":2004,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"LIGA; Microelectromechanical systems; Variable capacitor; Capacitor; Microwave; Capacitance; Cantilever; Materials science; Fabrication; Electrical engineering; Optoelectronics; Voltage; Engineering; Physics; Electrode; Composite material; Telecommunications","score_opus":0.006656147851227358,"score_gpt":0.19428513848258516,"score_spread":0.1876289906313578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084192785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8821158,0.00054155564,0.11097811,0.0044898186,0.00038235722,0.00027763643,0.000018198798,0.0010486508,0.0001478776],"genre_scores_gemma":[0.83487654,0.0001819018,0.1639642,0.00070644123,0.00009050963,0.00009249747,0.000009106867,0.000057573376,0.000021216414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984493,0.0000018315121,0.000296577,0.00041259214,0.0000887268,0.00075097196],"domain_scores_gemma":[0.999434,0.00007115983,0.000018879451,0.0003468759,0.000040272385,0.00008882155],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000685889,0.0003279411,0.00039642557,0.0002757183,0.00013687582,0.00003763416,0.00024505027,0.00056306267,0.0000057664042],"category_scores_gemma":[0.00010395931,0.000306236,0.000080658945,0.0002981798,0.0008034898,0.00014063832,0.000095803916,0.00050630077,0.000020619354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000958727,0.000020246498,0.00005139028,0.000047389614,0.00006661891,0.000026874697,0.00003178481,0.0001968118,0.94876957,0.047209073,0.0007976745,0.0027729804],"study_design_scores_gemma":[0.00076140894,0.000097390606,0.000083294166,0.000058134585,0.00004313633,0.00008750412,0.00014523,0.000024988745,0.9558094,0.037062738,0.0054313717,0.00039537458],"about_ca_topic_score_codex":0.000018635152,"about_ca_topic_score_gemma":0.000017883282,"teacher_disagreement_score":0.05298608,"about_ca_system_score_codex":0.0001442311,"about_ca_system_score_gemma":0.00002021552,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W2084328678","doi":"10.1117/12.474303","title":"A Low-voltage high-torque two-degree-of-freedom scanning micromirror for ECOM applications","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Raster scan; Scanner; Microelectromechanical systems; Voltage; Optics; Actuator; Materials science; Digital micromirror device; Comb drive; Optoelectronics; Engineering; Physics; Electrical engineering; Fabrication","score_opus":0.012608990521714165,"score_gpt":0.23423071119160577,"score_spread":0.2216217206698916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084328678","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99175906,0.00020218658,0.004680219,0.00025563766,0.0002558763,0.0010824697,0.00012961635,0.0002979118,0.0013370084],"genre_scores_gemma":[0.33755085,0.00015090116,0.66074497,0.000024973686,0.00025402196,0.0009704148,0.000013707297,0.0001328288,0.00015734103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980432,6.240969e-9,0.00075413426,0.00037427514,0.00035526959,0.00047313987],"domain_scores_gemma":[0.99826086,0.0001867054,0.00030821603,0.00010398471,0.0010412261,0.0000989931],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039424028,0.0003737609,0.00052546477,0.00014999579,0.00009321642,0.00005456923,0.00089089415,0.00024198108,0.00000791463],"category_scores_gemma":[0.0003642327,0.00034272077,0.0005648687,0.00037406958,0.00023454092,0.00040319588,0.00010084391,0.00032418335,0.0000011173082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020999623,0.000057607307,0.00002388378,0.00060212525,0.00022108553,2.9126685e-8,0.0000535164,0.0015857661,0.6364185,0.3596946,0.000895866,0.00042600697],"study_design_scores_gemma":[0.0016268006,0.00020939755,0.00012523624,0.00035635725,0.00014176384,0.000012550777,0.000980477,0.016231276,0.96129096,0.006856552,0.011669942,0.0004986865],"about_ca_topic_score_codex":0.000008926159,"about_ca_topic_score_gemma":4.8914615e-7,"teacher_disagreement_score":0.65606475,"about_ca_system_score_codex":0.0001714773,"about_ca_system_score_gemma":0.000028277866,"threshold_uncertainty_score":0.9999025},"labels":[],"label_agreement":null},{"id":"W2084883374","doi":"10.1115/imece2006-14503","title":"On-Off Control for Full-Gap Positioning of Parallel-Plate Electrostatic MEMS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ripple; Actuator; Microelectromechanical systems; Bandwidth (computing); Position (finance); Control theory (sociology); Computer science; Residual; Electronic engineering; Engineering; Materials science; Electrical engineering; Control (management); Optoelectronics; Voltage; Artificial intelligence; Telecommunications; Algorithm","score_opus":0.005613160677136639,"score_gpt":0.21622690764541166,"score_spread":0.21061374696827503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084883374","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43249822,0.0004468897,0.56012094,0.00012448736,0.000083517174,0.00035055945,0.000019450601,0.00073254097,0.005623423],"genre_scores_gemma":[0.9806504,0.000036978443,0.018915849,0.000033641052,0.00002190094,0.00006107606,0.000010334643,0.000020939111,0.0002488258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994722,9.885606e-7,0.0001676749,0.00009066082,0.000057504833,0.00021097173],"domain_scores_gemma":[0.99970025,0.000122040336,0.000027716893,0.00011225378,0.000024327708,0.000013422905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035601486,0.00009961124,0.00015842752,0.00005952345,0.000034693614,0.000007766289,0.000061949,0.000056841593,0.000016783144],"category_scores_gemma":[0.000016437014,0.000087583525,0.00004761637,0.00006405942,0.000021617649,0.000056007335,0.000004077607,0.00006824949,0.000005481537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048035166,0.000020005107,0.0000056099257,0.000035900797,0.00003141374,0.000001588814,0.000008168468,0.18528669,0.7493622,0.060411606,0.0021081045,0.002680733],"study_design_scores_gemma":[0.0031387352,0.0007567468,0.00026171224,0.0000713076,0.000040536375,0.000010024758,0.00005791715,0.07033937,0.7246101,0.19722669,0.0030421095,0.00044474617],"about_ca_topic_score_codex":0.000009546465,"about_ca_topic_score_gemma":0.000024026813,"teacher_disagreement_score":0.5481522,"about_ca_system_score_codex":0.000024588635,"about_ca_system_score_gemma":0.0000037675,"threshold_uncertainty_score":0.35715523},"labels":[],"label_agreement":null},{"id":"W2085589550","doi":"10.1007/s00542-012-1490-4","title":"Non-uniform residual stress assembly for free-space optical systems","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perpendicular; Fabrication; Materials science; Residual stress; Surface micromachining; Substrate (aquarium); Surface (topology); Optics; Interlock; Plane (geometry); Free space; Optoelectronics; Space (punctuation); Composite material; Mechanical engineering; Geometry; Computer science; Physics; Engineering","score_opus":0.011726077128152192,"score_gpt":0.23036608274571377,"score_spread":0.21864000561756158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085589550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9026096,0.014616009,0.05451173,0.0004654104,0.0022476255,0.0020095864,0.0003882773,0.020710498,0.002441266],"genre_scores_gemma":[0.97401386,0.0003578465,0.024401538,0.0000031865654,0.00014775209,0.0006330906,0.000015929087,0.000095623145,0.0003311929],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99799085,0.0000029173966,0.0004448854,0.00031308344,0.00020328026,0.0010449807],"domain_scores_gemma":[0.99848235,0.00016746599,0.00009281619,0.0011086944,0.00008812546,0.000060545706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028454338,0.00040075197,0.00052625296,0.00027590172,0.0001684639,0.00010063606,0.00092785654,0.0008003468,9.963701e-7],"category_scores_gemma":[0.00023346754,0.00034873307,0.00010325399,0.00030945896,0.00016256272,0.00040235184,0.0003465833,0.00041632607,0.000036282072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026183307,0.00008437841,0.0007176389,0.0023445138,0.00016903886,0.000011554527,0.00016549094,0.0019000272,0.9291558,0.037639584,0.021717612,0.006068156],"study_design_scores_gemma":[0.0005310155,0.000097702774,0.000092675866,0.00033734972,0.000030934956,0.000048894082,0.0075607407,0.0006495147,0.9570321,0.0005036668,0.032564964,0.00055048475],"about_ca_topic_score_codex":0.000015857528,"about_ca_topic_score_gemma":0.000031774314,"teacher_disagreement_score":0.07140424,"about_ca_system_score_codex":0.00021272514,"about_ca_system_score_gemma":0.000015094482,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W2085610212","doi":"10.1109/iecon.2012.6389253","title":"Performance of an electrostatic actuated micromirror in a vacuum and non-vacuum packaging","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"CMC Microsystems","keywords":"Overshoot (microwave communication); Settling time; Materials science; Optics; Voltage; Optoelectronics; Physics; Electrical engineering; Engineering","score_opus":0.005306777708926327,"score_gpt":0.2136808181105719,"score_spread":0.2083740404016456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085610212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991388,0.00016305335,0.00015700165,0.000013883077,0.00003545744,0.00008912646,0.0000011752637,0.00018181029,0.00021971358],"genre_scores_gemma":[0.9878614,0.00020967628,0.01185137,0.000009584384,0.000006509244,0.000009491482,0.0000019128709,0.000016513057,0.000033557895],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994804,0.0000015991569,0.00012947325,0.00007283562,0.000037855207,0.00027778352],"domain_scores_gemma":[0.9998024,0.000015624619,0.000016188862,0.00012265122,0.0000080747195,0.000035025583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006509156,0.00009678328,0.00013886786,0.00010371358,0.000014730764,0.000004446696,0.000058719103,0.00005089734,0.000007689448],"category_scores_gemma":[0.000004588905,0.00008399604,0.000009653272,0.00014420805,0.00002420216,0.00032568688,0.000020938747,0.0001093776,0.0000029860462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058463775,0.000016322963,0.003923441,0.000056924084,0.000005299038,5.4081966e-7,0.00025842414,0.000015900405,0.9918276,0.00001642037,0.000011911671,0.003861344],"study_design_scores_gemma":[0.0002810224,0.000070726994,0.069970444,0.000029567424,0.000004093649,0.000006676315,0.00019212517,0.0056726686,0.92349124,0.000074727555,0.000072512456,0.00013418506],"about_ca_topic_score_codex":0.000011115411,"about_ca_topic_score_gemma":0.000017717712,"teacher_disagreement_score":0.068336375,"about_ca_system_score_codex":0.000022290402,"about_ca_system_score_gemma":0.0000038837597,"threshold_uncertainty_score":0.34252593},"labels":[],"label_agreement":null},{"id":"W2086372548","doi":"10.1115/detc2010-28299","title":"Using an In-Situ Micromirror to Assist the Measurement of In-Plane Vibration of Microstructures","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Optics; Cantilever; Materials science; Microelectromechanical systems; Perpendicular; Interferometry; Laser; Laser Doppler vibrometer; Heterodyne (poetry); Substrate (aquarium); Surface micromachining; Vibration; Displacement (psychology); Optoelectronics; Distributed feedback laser; Acoustics; Physics","score_opus":0.027795272178013072,"score_gpt":0.260747684135307,"score_spread":0.23295241195729394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086372548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987213,0.00002220627,0.0007242958,0.00002633659,0.000092935945,0.00011261837,0.0000019454426,0.000033893204,0.00026446924],"genre_scores_gemma":[0.9664052,0.000002885522,0.033565905,0.0000093119415,0.000005802465,0.0000025902098,7.129248e-7,0.000006530611,0.0000010723951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996206,0.0000019496697,0.00015666665,0.00006527836,0.00007078481,0.00008468486],"domain_scores_gemma":[0.9997763,0.000007768389,0.000021861071,0.00016043178,0.000023193666,0.0000104407745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009687312,0.000059142363,0.000098827404,0.00008575243,0.000009041589,0.00000401036,0.0000981907,0.00005298026,0.0000064355913],"category_scores_gemma":[0.000019336085,0.000041926138,0.0000111389145,0.000115181596,0.0000253842,0.000056782785,0.000017127346,0.00010448272,2.8149287e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054987186,0.000009107035,0.0003487462,0.000013607108,0.0000023386656,3.0888415e-7,0.00009352488,0.0014067577,0.99657065,0.00015071942,0.000005272532,0.0013934774],"study_design_scores_gemma":[0.000096436364,0.000014260787,0.04814355,0.000014730164,0.0000014844896,0.0000012195329,0.00012688166,0.00008643228,0.9510616,0.00033159868,0.000074270065,0.000047512935],"about_ca_topic_score_codex":0.0001309774,"about_ca_topic_score_gemma":0.009044885,"teacher_disagreement_score":0.047794804,"about_ca_system_score_codex":0.000019933774,"about_ca_system_score_gemma":0.0000072791922,"threshold_uncertainty_score":0.5047258},"labels":[],"label_agreement":null},{"id":"W2086431109","doi":"10.1007/s00542-009-0823-4","title":"Resonant frequency sensitive MEMS bandpass filter using capacitive sensing scheme","year":2009,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Band-pass filter; Capacitive sensing; Resonator; Bandwidth (computing); Materials science; Microelectromechanical systems; Center frequency; Capacitance; Electronic engineering; Optoelectronics; Prototype filter; Surface micromachining; Filter (signal processing); Mechanical filter; Acoustics; Low-pass filter; Electrical engineering; Engineering; Physics; Electrode; Telecommunications","score_opus":0.014621787683503067,"score_gpt":0.2230744812966295,"score_spread":0.20845269361312643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086431109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96727407,0.0026847105,0.016961044,0.00028888602,0.00032563478,0.00043014463,0.000081668426,0.0110059,0.0009479587],"genre_scores_gemma":[0.94280314,0.0002814186,0.056729097,0.000030122736,0.00004285865,0.0000071095933,0.0000068830927,0.00005168156,0.00004765584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998126,0.000008578402,0.00044837504,0.0004795968,0.00019883865,0.0007386363],"domain_scores_gemma":[0.99897546,0.000070962225,0.00010739535,0.0006763623,0.0001344012,0.000035448007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016023117,0.00045277417,0.0005312487,0.00036691577,0.00022131136,0.00007728934,0.00032169453,0.0006224531,0.0000026998666],"category_scores_gemma":[0.00014913562,0.00040800282,0.000118902484,0.0005435698,0.00024486682,0.00026839902,0.00010484309,0.0006365628,0.00003267193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048632915,0.000008470855,0.000017583929,0.000054405624,0.00003544811,0.00013390015,0.00013049548,0.00011209539,0.9798762,0.0006557066,0.00021505196,0.018755762],"study_design_scores_gemma":[0.00025635934,0.00006884153,0.00007636235,0.00048938004,0.000017204717,0.00026881477,0.0044156825,0.0020215206,0.9858884,0.0045980276,0.0013363366,0.00056302303],"about_ca_topic_score_codex":0.000032574157,"about_ca_topic_score_gemma":0.000031409098,"teacher_disagreement_score":0.039768055,"about_ca_system_score_codex":0.00036600378,"about_ca_system_score_gemma":0.000021355914,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W2086794322","doi":"10.1063/1.1584091","title":"Surface pattern evolution during thermal Cl2 etching of GaAs(001)","year":2003,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Etching (microfabrication); Anisotropy; Materials science; Surface (topology); Thermal; Limiting; Crystal (programming language); Gallium arsenide; Isotropic etching; Orientation (vector space); Optoelectronics; Optics; Nanotechnology; Geometry; Physics; Thermodynamics","score_opus":0.006020339537345174,"score_gpt":0.18560290404644103,"score_spread":0.17958256450909585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086794322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695734,0.000050108756,0.028472597,0.000019631121,0.00010080337,0.000104620965,0.000003385749,0.00034630578,0.0013291915],"genre_scores_gemma":[0.9984634,0.000012356287,0.001376253,0.000047066285,0.000043600594,0.000010079716,0.0000033969018,0.000038690985,0.0000051822904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935025,0.0000033458095,0.00014490861,0.00014393314,0.000107980435,0.00024960618],"domain_scores_gemma":[0.999667,0.00002253838,0.000044109478,0.00023753286,0.000007828338,0.000021028689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038216556,0.0001496824,0.00015713068,0.000023504395,0.00004769717,0.000007542333,0.00010797287,0.000053120457,0.0000059269173],"category_scores_gemma":[0.0000021462401,0.0001576231,0.000040846422,0.00012494416,0.000043309385,0.000088480105,0.00002230246,0.00020186187,0.000014954186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001695509,0.00001048252,0.00014139607,0.000041429354,0.000019730845,0.0000011293781,0.00008496108,0.13206899,0.86418325,0.0014660441,0.000044033273,0.0019368647],"study_design_scores_gemma":[0.00034897728,0.000004441864,0.0014621214,0.00001797226,0.000009424317,9.26278e-7,0.00008241714,0.00019533132,0.9969638,0.00052554073,0.00017062676,0.00021842016],"about_ca_topic_score_codex":0.0000095748655,"about_ca_topic_score_gemma":9.553552e-7,"teacher_disagreement_score":0.13278055,"about_ca_system_score_codex":0.000056115296,"about_ca_system_score_gemma":0.0000029891626,"threshold_uncertainty_score":0.6427684},"labels":[],"label_agreement":null},{"id":"W2086833775","doi":"10.1117/12.692301","title":"An investigation of phenomenal parasitics and robust control of parallel-plate electrostatic micro-actuators","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Actuator; Capacitor; Computer science; Backstepping; Stability (learning theory); Parasitic extraction; Displacement (psychology); State variable; Control engineering; Electronic engineering; Engineering; Control (management); Adaptive control; Physics; Voltage; Electrical engineering; Artificial intelligence","score_opus":0.007271783267609715,"score_gpt":0.2061362331330363,"score_spread":0.1988644498654266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086833775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976148,0.00021011176,0.0012533924,0.00019727787,0.00006140136,0.0003471116,0.000055050656,0.00011353347,0.00014729051],"genre_scores_gemma":[0.8386364,0.00013937517,0.16103211,0.000013291127,0.00007547961,0.000044245804,0.000008082189,0.00004095522,0.000010070065],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985087,9.711024e-9,0.00066392095,0.00021448496,0.0003207665,0.00029215286],"domain_scores_gemma":[0.9988485,0.00009927266,0.00030551365,0.0000509812,0.0006306979,0.00006505863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025062106,0.00025354928,0.0004297459,0.00010999701,0.000036518362,0.000029856019,0.00038332425,0.00016258263,0.0000022200095],"category_scores_gemma":[0.00009887059,0.00022601506,0.00019668492,0.0002200466,0.00032525824,0.00041514254,0.00003566564,0.00021368275,1.2641303e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004266285,0.00003744592,0.0008512374,0.0005272148,0.00017942321,4.498911e-8,0.00011079267,0.0057119103,0.85733515,0.13489918,0.00014281874,0.00016211592],"study_design_scores_gemma":[0.0013271136,0.00044640075,0.003568583,0.00023685543,0.00014886037,0.000009432282,0.0007628785,0.065192044,0.9180136,0.009863271,0.00009824966,0.0003327698],"about_ca_topic_score_codex":0.000010306668,"about_ca_topic_score_gemma":3.0376992e-7,"teacher_disagreement_score":0.15977871,"about_ca_system_score_codex":0.00007475836,"about_ca_system_score_gemma":0.000015966953,"threshold_uncertainty_score":0.9216627},"labels":[],"label_agreement":null},{"id":"W2087140196","doi":"10.1088/0960-1317/21/3/035022","title":"MEMS earthworm: a thermally actuated peristaltic linear micromotor","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Thrust; Clamping; Voltage; Linear motor; Engineering; Electrical engineering; Mechanical engineering","score_opus":0.01242142281439387,"score_gpt":0.17874513840880218,"score_spread":0.1663237155944083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087140196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97611463,0.0042281738,0.018850895,0.000012415346,0.00045770427,0.0000898963,0.000007707991,0.00017579272,0.00006281325],"genre_scores_gemma":[0.9645068,0.0035459797,0.03173849,0.000016668168,0.000076143806,0.0000024504402,9.140833e-7,0.000069653506,0.000042903655],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990423,0.0000026975417,0.00043526315,0.00011660436,0.00008502523,0.00031813805],"domain_scores_gemma":[0.99953246,0.00001609063,0.0001056475,0.00015686643,0.00008006758,0.00010884053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015328027,0.00023377185,0.00033451951,0.0002341644,0.00004296976,0.000022205768,0.00021204533,0.00012777717,0.00003113726],"category_scores_gemma":[0.000019667827,0.00020871001,0.00010399639,0.00014770754,0.000024943234,0.00019113,0.000055570537,0.00038919796,0.0000049749797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014501719,0.000018828552,0.000003309227,0.00006407361,0.000078067715,0.00006689407,0.00043910646,0.00012072424,0.9936422,0.00005249958,0.00004789365,0.005451868],"study_design_scores_gemma":[0.0005145216,0.00019624199,0.00009139619,0.00015857175,0.000039732215,0.0007889349,0.00023929415,0.0010963992,0.99057317,0.0002229235,0.005794522,0.00028427521],"about_ca_topic_score_codex":0.0000022629497,"about_ca_topic_score_gemma":0.0000030022316,"teacher_disagreement_score":0.012887596,"about_ca_system_score_codex":0.000041384177,"about_ca_system_score_gemma":0.0000151065,"threshold_uncertainty_score":0.8510947},"labels":[],"label_agreement":null},{"id":"W2087346214","doi":"10.1117/12.648409","title":"Enhancement of structural stiffness in MEMS structures","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Materials science; Surface micromachining; Curvature; Residual stress; Microelectromechanical systems; Stiffening; Flatness (cosmology); Optics; Stiffness; Radius of curvature; Surface roughness; Surface finish; Electroplating; Optoelectronics; Composite material; Fabrication; Mean curvature; Geometry; Layer (electronics); Physics","score_opus":0.0078071770851512404,"score_gpt":0.22351783766831262,"score_spread":0.21571066058316138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087346214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764943,0.00032107756,0.00004060429,0.00022593029,0.00026077186,0.00036197403,0.00003303563,0.00013422553,0.0009729331],"genre_scores_gemma":[0.95232344,0.000104408886,0.047211587,0.000009973836,0.00016526139,0.00007918372,0.000007305044,0.0000476086,0.000051257353],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820805,2.7253135e-9,0.0007249879,0.0002535285,0.00045339414,0.00036005242],"domain_scores_gemma":[0.99907917,0.000064938424,0.00021845127,0.00005443959,0.0005414301,0.00004156135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018517324,0.00029275578,0.00042946317,0.00013584885,0.000032639688,0.000033546894,0.00067970034,0.00019013512,0.00001006576],"category_scores_gemma":[0.00013758175,0.00024327998,0.0003043851,0.00032712353,0.00020691648,0.00036931835,0.00010961993,0.000284079,2.7477614e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029503664,0.000026025524,0.00013848025,0.00042431158,0.00010370647,6.83706e-8,0.000060439048,0.0015454963,0.7829334,0.21339063,0.00080833526,0.000539579],"study_design_scores_gemma":[0.0007733998,0.000100555124,0.003553271,0.00016182549,0.00004101332,0.0000042686916,0.0006084862,0.006084249,0.97594357,0.01150929,0.00092500873,0.00029507832],"about_ca_topic_score_codex":0.000023215487,"about_ca_topic_score_gemma":8.4345476e-7,"teacher_disagreement_score":0.20188135,"about_ca_system_score_codex":0.0001478311,"about_ca_system_score_gemma":0.000011842177,"threshold_uncertainty_score":0.992067},"labels":[],"label_agreement":null},{"id":"W2088132290","doi":"10.1115/detc2013-12201","title":"Characterization of Static Behavior of a Nonlinear Doubly Clamped Microbeam Under Electrostatic Actuation and Detection","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microbeam; Deflection (physics); Nonlinear system; Galerkin method; Instability; Gyroscope; Boundary value problem; Voltage; Mechanics; Physics; Beam (structure); Materials science; Classical mechanics; Optics","score_opus":0.006221583013757032,"score_gpt":0.2076002550610004,"score_spread":0.20137867204724338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088132290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9291391,0.000012605983,0.07040505,0.000013415006,0.000025979762,0.00025993955,0.0000039319157,0.000121874546,0.000018134226],"genre_scores_gemma":[0.9937169,0.00009077445,0.0060846177,0.0000062450554,0.000004268474,0.000039485327,0.000015971375,0.000012726681,0.000029005969],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962085,0.0000017666787,0.00017720759,0.00006610669,0.00004854903,0.00008553005],"domain_scores_gemma":[0.99978733,0.000016153732,0.000053162894,0.00008019923,0.000050220122,0.000012915786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020070069,0.000069570284,0.00010850998,0.00008582811,0.000011763927,0.0000063880175,0.000026828935,0.000053733507,0.000022814356],"category_scores_gemma":[0.000008300694,0.00006294696,0.0000129408845,0.000106467094,0.00002970077,0.0001840821,0.00000808489,0.000050178583,0.0000020794482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003200891,0.000014157756,0.000023416911,0.000047652662,0.000006563755,4.0923872e-8,0.00006062072,0.000063366024,0.97933424,0.000022276765,9.937293e-7,0.020423453],"study_design_scores_gemma":[0.00018514774,0.00007405918,0.0101344315,0.000011227923,0.000013831086,0.0000015258798,0.00010361248,0.0037395007,0.98540026,0.00026337962,0.000010270506,0.00006278221],"about_ca_topic_score_codex":0.000025140356,"about_ca_topic_score_gemma":0.000023011984,"teacher_disagreement_score":0.06457783,"about_ca_system_score_codex":0.000017090806,"about_ca_system_score_gemma":0.0000042993333,"threshold_uncertainty_score":0.25669023},"labels":[],"label_agreement":null},{"id":"W2088191181","doi":"10.1115/imece2010-40510","title":"An Electrostatic Torsional Microresonator With Improved Quality Factor","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resonator; Q factor; Finite element method; Dissipation; Boosting (machine learning); Microelectromechanical systems; Quality (philosophy); Reduction (mathematics); Limit (mathematics); Work (physics); Computer science; Mechanical engineering; Electronic engineering; Structural engineering; Materials science; Physics; Engineering; Optoelectronics; Mathematics","score_opus":0.004914849621548159,"score_gpt":0.24629200108438834,"score_spread":0.24137715146284017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088191181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938216,0.000021142214,0.004659651,0.00003169025,0.000094111456,0.00008401744,0.000012076358,0.0009856778,0.00029002916],"genre_scores_gemma":[0.9568498,0.0000060235043,0.04294223,0.000030141931,0.000022462684,0.000012127872,0.000005338186,0.000020258098,0.00011157979],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951226,0.0000014499889,0.00009505418,0.00012485978,0.000066827975,0.00019956238],"domain_scores_gemma":[0.99965835,0.000024387917,0.000013393097,0.00022464192,0.00002368269,0.000055545188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029345641,0.000107849606,0.000099183446,0.000031656833,0.00003353598,0.000015731115,0.00011403246,0.00007608617,0.00013764102],"category_scores_gemma":[0.000013531676,0.00007572685,0.000016638256,0.00006613262,0.000040329476,0.00014008112,0.000009301187,0.00024209218,0.000008558949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007875982,0.00001337772,0.00025615096,0.0000076154015,0.0000065385852,7.298284e-7,0.000020621654,0.0000062743015,0.99346715,0.0011806932,0.00005737707,0.004975622],"study_design_scores_gemma":[0.00021173747,0.00010022484,0.012978172,0.0000019484357,0.0000019213514,0.0000039455936,0.00005978715,0.0005824424,0.9809604,0.0006377538,0.0042733774,0.00018827387],"about_ca_topic_score_codex":0.000021331898,"about_ca_topic_score_gemma":0.0003632425,"teacher_disagreement_score":0.03828258,"about_ca_system_score_codex":0.000014969991,"about_ca_system_score_gemma":0.000012143274,"threshold_uncertainty_score":0.30880514},"labels":[],"label_agreement":null},{"id":"W2088349343","doi":"10.1109/tmag.2004.824563","title":"Analysis of the Performance of a MEMS Micromirror","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Benchmark (surveying); Electric field; Computer science; Materials science; Optics; Electronic engineering; Optoelectronics; Physics; Engineering","score_opus":0.008289123122998607,"score_gpt":0.2071952618753008,"score_spread":0.19890613875230218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088349343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96533966,0.000064633765,0.034152117,0.000026477515,0.00014106216,0.00006379866,0.000025021182,0.000073792275,0.0001134318],"genre_scores_gemma":[0.9964933,0.00039652298,0.0030136022,0.0000052757932,0.0000019057389,0.0000061681317,2.276198e-7,0.000008789424,0.00007420412],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962074,0.0000011809535,0.00015064231,0.000060329203,0.0000802808,0.00008680258],"domain_scores_gemma":[0.9996688,0.000014305873,0.000026633123,0.0002560609,0.000022931828,0.000011316269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019884494,0.00007062993,0.00013699189,0.00014118792,0.000027388598,0.0000017037096,0.00012665121,0.00005431109,0.000022556853],"category_scores_gemma":[0.0000010532981,0.000054792155,0.000108526685,0.000642148,0.00008232233,0.000026181397,6.419186e-7,0.00011483796,0.0000016521527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033804768,0.000026793974,0.000010889619,0.00001968472,0.00008252673,9.851119e-8,0.00007146255,0.53598976,0.45839772,0.000007518629,0.0000014930062,0.0053886683],"study_design_scores_gemma":[0.00015497608,0.00008724231,0.0018056283,0.000017881506,0.00023122574,6.3552017e-7,0.000041488718,0.0024694987,0.9949982,0.000027586866,0.00010585347,0.000059743346],"about_ca_topic_score_codex":0.000012068838,"about_ca_topic_score_gemma":0.00007189996,"teacher_disagreement_score":0.53660053,"about_ca_system_score_codex":0.000021095779,"about_ca_system_score_gemma":0.0000074242253,"threshold_uncertainty_score":0.22343592},"labels":[],"label_agreement":null},{"id":"W2088614758","doi":"10.1109/tasc.2012.2231896","title":"Low Temperature Superconducting RF MEMS Devices","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Applied Superconductivity","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Capacitor; Capacitive sensing; Capacitance; Niobium; Optoelectronics; Microelectromechanical systems; Superconducting radio frequency; Electrical engineering; Superconductivity; Electronics; Radio frequency; Voltage; Electrode; Optics; Condensed matter physics; Particle accelerator; Physics","score_opus":0.018656353176170756,"score_gpt":0.23173314833474898,"score_spread":0.21307679515857822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088614758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794504,0.00024000893,0.014807959,0.00006490004,0.0016544289,0.00033899132,0.000036939753,0.0019727296,0.0014336655],"genre_scores_gemma":[0.99764854,0.00012180599,0.00160035,0.00006179697,0.00018709748,0.00018706193,0.0000040633845,0.000095709,0.000093576666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998405,0.0000075991543,0.00026490312,0.00035918594,0.00022847715,0.0007348592],"domain_scores_gemma":[0.9991416,0.000104284416,0.000019607154,0.000526381,0.00003117506,0.00017696194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018687097,0.0004269892,0.0003754333,0.00021360737,0.0003237318,0.000047890742,0.00022473477,0.0003772395,0.00020104156],"category_scores_gemma":[0.0000051280026,0.00040692193,0.0001318325,0.0004427856,0.00013935217,0.0012094751,0.0000027863916,0.0010193905,0.0001637958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000084489775,0.00016168057,0.000006006819,0.000071603135,0.000060374325,0.000001328316,0.00037231992,0.0067047994,0.97577846,0.00012457585,0.00009672058,0.01661371],"study_design_scores_gemma":[0.000281966,0.000021597069,0.00011186962,0.000029432993,0.000032811087,0.000017609858,0.0018060587,0.000038148988,0.9957664,0.00010364522,0.001300493,0.00048995],"about_ca_topic_score_codex":0.000017140077,"about_ca_topic_score_gemma":0.00005218871,"teacher_disagreement_score":0.019987985,"about_ca_system_score_codex":0.00014671126,"about_ca_system_score_gemma":0.00001668876,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W2088617749","doi":"10.1088/1742-6596/276/1/012182","title":"MEMS-based flexible reflective analog modulators (FRAM) for projection displays: a technology review and scale-down study","year":2011,"lang":"en","type":"review","venue":"Journal of Physics Conference Series","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Institut National d'Optique","funders":"","keywords":"Microelectromechanical systems; Projector; Materials science; Video Graphics Array; Schlieren; Pixel; Optics; Dot pitch; Spatial light modulator; Voltage; Lithography; Modulation (music); Waveform; Computer science; Optoelectronics; Acoustics; Electrical engineering; Physics; Engineering; CMOS","score_opus":0.05912632236389946,"score_gpt":0.3371720247519741,"score_spread":0.27804570238807463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088617749","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001226204,0.9826061,0.015021144,0.000024745816,0.00024325089,0.0016192087,0.000045777884,0.00022754955,0.000089594636],"genre_scores_gemma":[0.00084634486,0.9951537,0.0034978213,0.000006511194,0.000091391936,0.0002871587,0.000008475066,0.00006739668,0.000041202115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849343,0.00002078486,0.0007860685,0.000279547,0.0001343158,0.00028585343],"domain_scores_gemma":[0.9983992,0.000057448273,0.00071005896,0.0003671566,0.00041087525,0.00005525527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021770598,0.0004971119,0.002155678,0.00037119398,0.000100968966,0.000040885454,0.00037138374,0.0003035643,0.000004428989],"category_scores_gemma":[0.00008988454,0.00037706358,0.00027455005,0.00067384366,0.00019470518,0.00044664126,0.000069936934,0.0007800323,0.000001296401],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015824024,0.00009150261,0.0000037129205,0.018292932,0.00035621182,0.000003956731,0.00007177749,0.000011414092,0.00008413735,0.0011893425,0.00010178305,0.9797774],"study_design_scores_gemma":[0.0011889202,0.005549993,0.000014782831,0.072661236,0.0074412692,0.0002855171,0.0013196361,0.000037245245,0.010574887,0.044037327,0.8548814,0.0020078083],"about_ca_topic_score_codex":0.0000028605943,"about_ca_topic_score_gemma":0.000016191952,"teacher_disagreement_score":0.9777696,"about_ca_system_score_codex":0.000118335796,"about_ca_system_score_gemma":0.0002211126,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W2089153356","doi":"10.1115/imece2013-62216","title":"Static and Dynamic Analysis of a Clamp-Clamp Nano-Beam Under Electrostatic Actuation and Detection Considering Intermolecular Forces","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Gyroscope; Nanoelectromechanical systems; Voltage; Microelectromechanical systems; Nonlinear system; Oscillation (cell signaling); Materials science; Control theory (sociology); Physics; Mechanics; Nanotechnology; Engineering; Aerospace engineering; Computer science; Electrical engineering; Chemistry","score_opus":0.003715183256619513,"score_gpt":0.20647923556992234,"score_spread":0.20276405231330283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089153356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74943763,0.00015875231,0.2500798,0.000021005591,0.000011909425,0.00011558674,8.31066e-7,0.00013931537,0.000035166322],"genre_scores_gemma":[0.9959764,0.0003399961,0.0036038407,0.000016422697,9.594202e-7,0.000025377454,0.0000037642226,0.00001270765,0.000020534555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951607,0.0000030117214,0.0001678427,0.0001223193,0.00005779579,0.00013297003],"domain_scores_gemma":[0.99973184,0.000069667294,0.000038375052,0.00010404084,0.000032863532,0.000023198629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033305845,0.000103418184,0.00018720486,0.00027015628,0.000029255732,0.00002596906,0.000027845788,0.000053413845,0.000016743521],"category_scores_gemma":[0.000032740823,0.000092511546,0.000023726223,0.0003063627,0.000055570465,0.00017729659,0.000020302563,0.000065860804,7.4602383e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020407085,0.0000028349748,0.000041612115,0.000047409292,0.00021013168,2.8377224e-7,0.0001235412,0.003458161,0.98169833,0.00006359938,0.0000016246672,0.014350409],"study_design_scores_gemma":[0.00020740998,0.00009006553,0.007469764,0.000022784656,0.00022136485,0.0000050282824,0.0010965044,0.24239913,0.74095064,0.0073607285,0.000008585283,0.00016801494],"about_ca_topic_score_codex":0.00005128144,"about_ca_topic_score_gemma":0.00036621554,"teacher_disagreement_score":0.24653876,"about_ca_system_score_codex":0.000032858454,"about_ca_system_score_gemma":0.0000035086691,"threshold_uncertainty_score":0.37725112},"labels":[],"label_agreement":null},{"id":"W2089839542","doi":"10.1115/imece2003-41304","title":"Analysis of Flexible Joints for Micromachined Devices","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stiction; Revolute joint; Stiffness; Surface micromachining; Materials science; Mechanical engineering; Structural engineering; Reliability (semiconductor); Computer science; Engineering; Microelectromechanical systems; Nanotechnology; Fabrication; Physics","score_opus":0.01370080420258324,"score_gpt":0.25439671775229544,"score_spread":0.2406959135497122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089839542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906626,0.0004708902,0.081599094,0.000007701717,0.000066637636,0.00008840619,0.000009461608,0.00043611918,0.010695725],"genre_scores_gemma":[0.9560436,0.00002414419,0.043302067,0.00000904649,0.000002255947,0.000013472507,0.0000030204594,0.000008035238,0.00059434376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996944,7.1730835e-7,0.00010304881,0.0000650625,0.00002656239,0.00011020605],"domain_scores_gemma":[0.9998031,0.000028295028,0.000014406831,0.00012466083,0.000016286855,0.000013224061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038993996,0.00005536326,0.00014637758,0.00014885388,0.000013098839,0.0000029754722,0.000050495157,0.0000356885,0.0000814889],"category_scores_gemma":[0.00002219072,0.00004617914,0.00007125618,0.00034242784,0.000011535547,0.00003819743,0.0000048424795,0.000022851127,0.0000018691485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007639209,0.0000460114,0.0046353294,0.000115829804,0.0019724786,8.4025004e-7,0.00012622078,0.020223426,0.92733943,0.031312864,0.0010966635,0.013123268],"study_design_scores_gemma":[0.00015926125,0.000022865273,0.0033624405,0.0000039692386,0.00018894693,3.2904512e-7,0.00016638491,0.0029025737,0.98148763,0.0011788375,0.01041425,0.00011248664],"about_ca_topic_score_codex":0.0000064870565,"about_ca_topic_score_gemma":0.000050510334,"teacher_disagreement_score":0.054148223,"about_ca_system_score_codex":0.000008535569,"about_ca_system_score_gemma":0.0000022335594,"threshold_uncertainty_score":0.18831305},"labels":[],"label_agreement":null},{"id":"W2090273507","doi":"10.1088/0960-1317/21/11/115033","title":"Design and implementation of a novel sliding mode sensing architecture for capacitive MEMS accelerometers","year":2011,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AUTO21 Network of Centres of Excellence; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Accelerometer; Microelectromechanical systems; Capacitive sensing; Electronic engineering; Materials science; Mode (computer interface); Engineering; Computer science; Electrical engineering; Optoelectronics; Embedded system; Acoustics; Physics","score_opus":0.029364143002306217,"score_gpt":0.24243154331738437,"score_spread":0.21306740031507815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090273507","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47332856,0.00045713657,0.5260137,0.0000044875624,0.00007681821,0.000092559276,0.00000775184,0.00001809733,9.238511e-7],"genre_scores_gemma":[0.63859147,0.0005764048,0.36079037,0.0000033802976,0.0000134780985,0.0000013820284,4.3688226e-7,0.000022454837,6.593644e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939615,0.0000017354828,0.00029017334,0.00008469822,0.000047232716,0.00018002893],"domain_scores_gemma":[0.9996735,0.000045645233,0.00011962149,0.00005652579,0.0000619489,0.0000427566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014660637,0.00013880093,0.00024510134,0.00024484162,0.000030100287,0.000012098319,0.00006210159,0.00006171252,8.0019015e-7],"category_scores_gemma":[0.000011548673,0.00013140241,0.000047448717,0.00007810529,0.000012230288,0.000119821656,0.000024639776,0.00014213915,1.5324789e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014934063,0.0000048576167,6.948075e-7,0.000108510125,0.00007207499,0.000002205841,0.0013016004,0.0024505781,0.9790659,0.00010282507,0.0000073374686,0.016868517],"study_design_scores_gemma":[0.0006813344,0.00016732774,0.000009839724,0.00013790776,0.000042421165,0.00027768916,0.0011329369,0.015126846,0.98162013,0.0006025886,0.00006806827,0.00013289976],"about_ca_topic_score_codex":0.0000053944414,"about_ca_topic_score_gemma":0.0000020891994,"teacher_disagreement_score":0.16526286,"about_ca_system_score_codex":0.000029683539,"about_ca_system_score_gemma":0.000007544732,"threshold_uncertainty_score":0.5358435},"labels":[],"label_agreement":null},{"id":"W2090572573","doi":"10.1115/imece2003-42798","title":"Construction of a 3D MEMS Microcoil Using Sequential Robotic Microassembly Operations","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microcoil; Microelectromechanical systems; Planar; Surface micromachining; Microfabrication; Mechanical engineering; Loop (graph theory); Computer science; Workstation; Chip; Engineering drawing; Engineering; Materials science; Electrical engineering; Nanotechnology; Computer graphics (images); Fabrication","score_opus":0.0186029759155562,"score_gpt":0.24327109715326714,"score_spread":0.22466812123771093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090572573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7847034,0.00018598839,0.21273425,0.000005417817,0.00023624781,0.00008049115,0.000001728784,0.0002520343,0.0018004964],"genre_scores_gemma":[0.6922545,0.00006912498,0.30757752,0.0000045648685,0.000010561151,0.0000035971684,0.0000015434471,0.000012985696,0.000065602544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957603,0.000002552726,0.0001608339,0.00008729147,0.000042819305,0.00013049148],"domain_scores_gemma":[0.9998059,0.0000074259437,0.000013586157,0.00012304618,0.000032922657,0.00001707009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029174433,0.0000854654,0.0001190061,0.00007289478,0.000044209915,0.000011150308,0.00004642447,0.0000718905,0.000040050756],"category_scores_gemma":[0.000012500479,0.000082977596,0.000027583857,0.00013945269,0.000056859477,0.000115345465,0.000009940197,0.000072275565,0.00000426379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.289282e-7,0.00000538238,0.000021360695,0.00001620223,0.000013555806,6.734129e-7,0.000015520463,0.11446969,0.881707,0.0028671275,0.000012672751,0.0008703513],"study_design_scores_gemma":[0.00014737963,0.000009455312,0.00000773287,0.000016421565,0.000013151692,0.000050685147,0.00017234797,0.004024096,0.9945795,0.00031202164,0.00056424655,0.00010298476],"about_ca_topic_score_codex":0.000027552735,"about_ca_topic_score_gemma":0.00004388789,"teacher_disagreement_score":0.112872444,"about_ca_system_score_codex":0.000037903024,"about_ca_system_score_gemma":0.000017971146,"threshold_uncertainty_score":0.33837283},"labels":[],"label_agreement":null},{"id":"W2090974225","doi":"10.4028/www.scientific.net/amr.403-408.3411","title":"Simulation and Characterization of a Novel Large Stroke Micromirror","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microelectromechanical systems; Finite element method; Cantilever; Piston (optics); Materials science; Voltage; Optics; Spectrum analyzer; Acoustics; Engineering; Structural engineering; Optoelectronics; Electrical engineering; Physics; Composite material","score_opus":0.08194314240217304,"score_gpt":0.3455132204786092,"score_spread":0.2635700780764362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090974225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360466,0.000044336633,0.0055462765,0.000004572665,0.00010408613,0.0002389188,0.00013903511,0.00015757927,0.00016055394],"genre_scores_gemma":[0.987958,0.0002492625,0.011623662,0.0000021006392,0.0000148730405,0.000035200257,0.000018413553,0.000024622683,0.0000738417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928933,0.000008295891,0.00018822536,0.00013483201,0.00011976781,0.00025952698],"domain_scores_gemma":[0.99961656,0.00004992673,0.00003145522,0.00017558609,0.00009795083,0.000028493356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021775386,0.00008462586,0.00015504453,0.00015036682,0.000047126516,0.000010815317,0.00009212639,0.00007985292,0.000056005872],"category_scores_gemma":[0.00007704394,0.000081534265,0.000010395291,0.00012602513,0.00006665117,0.00024400315,0.0000759604,0.00008414479,0.000005002944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041138777,0.000028492686,0.000009816833,0.00008725567,0.000006593143,8.28315e-7,0.0001541396,0.00011649743,0.9970839,0.0005216219,6.352463e-7,0.0019490622],"study_design_scores_gemma":[0.00040326762,0.000056064815,0.0025356868,0.000033899625,0.000001762587,6.6637637e-7,0.00007357948,0.00053093967,0.99524355,0.00030374614,0.0007370301,0.0000797971],"about_ca_topic_score_codex":0.00000562919,"about_ca_topic_score_gemma":0.0000032127577,"teacher_disagreement_score":0.0060773855,"about_ca_system_score_codex":0.000018815841,"about_ca_system_score_gemma":0.0000052943406,"threshold_uncertainty_score":0.33248708},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.006133299194349706,"score_gpt":0.20532252642722104,"score_spread":0.19918922723287133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091746407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822991,0.0055306256,0.008604966,0.00007197092,0.000038389175,0.00011559141,0.00002266218,0.0031904909,0.00012620325],"genre_scores_gemma":[0.9922039,0.00069493416,0.0070376107,0.000005054917,0.000005775308,0.000013700353,0.000005155731,0.000013929406,0.000019975972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991134,0.0000026010696,0.00029837704,0.0002241565,0.000095018455,0.00026648463],"domain_scores_gemma":[0.9995582,0.000025901825,0.000045882403,0.00030819493,0.00004756719,0.000014262839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008552724,0.0001843098,0.00041442376,0.00067967316,0.000056996836,0.000019514806,0.00020987066,0.00025836402,0.000002250691],"category_scores_gemma":[0.00003659617,0.00016758879,0.000097965145,0.0009057029,0.000073025076,0.000097288495,0.000044617784,0.00020226011,0.0000014338094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005331262,0.000011171789,0.00015616843,0.00003541896,0.00023118842,0.000001979145,0.000033273238,0.009457793,0.9723744,0.00048078835,0.000024555653,0.017187936],"study_design_scores_gemma":[0.00016026448,0.00006848264,0.00060930185,0.000048927195,0.00017236639,0.000014119708,0.00058568007,0.043915085,0.9529623,0.0008888779,0.00031979106,0.00025484184],"about_ca_topic_score_codex":0.000009178111,"about_ca_topic_score_gemma":0.000013472081,"teacher_disagreement_score":0.034457292,"about_ca_system_score_codex":0.000057008398,"about_ca_system_score_gemma":0.000007496798,"threshold_uncertainty_score":0.68340725},"labels":[],"label_agreement":null},{"id":"W2092016613","doi":"10.1109/jmems.2012.2211577","title":"Design and Demonstration of an In-Plane Silicon-on-Insulator Optical MEMS Fabry–Pérot-Based Accelerometer Integrated With Channel Waveguides","year":2012,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Canadian Space Agency","keywords":"Accelerometer; Proof mass; Microelectromechanical systems; Materials science; Wafer; Optoelectronics; Acceleration; Fabrication; Fabry–Pérot interferometer; Silicon on insulator; Optics; Sensitivity (control systems); Silicon; Electronic engineering; Physics; Engineering","score_opus":0.01602608322988977,"score_gpt":0.22427750950040845,"score_spread":0.20825142627051868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092016613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.863433,0.0006285239,0.1354461,0.000021129843,0.00014266581,0.00025441943,0.0000030013248,0.00005758822,0.000013534252],"genre_scores_gemma":[0.99186945,0.00006940816,0.007928832,0.000010048484,0.00007114581,0.000012436594,0.0000023483221,0.000033645127,0.0000026603984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99856853,0.00003960877,0.00064436084,0.00013206969,0.00022456275,0.000390878],"domain_scores_gemma":[0.99920183,0.0001747168,0.00020833532,0.00015720027,0.00010063735,0.00015729696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993974,0.00022469838,0.0005366094,0.00030285493,0.000025429877,0.000029717008,0.0001680094,0.0002204973,0.0000030783453],"category_scores_gemma":[0.00005038075,0.00015816215,0.000045533845,0.00027531135,0.00004705944,0.00030001765,0.000010292929,0.0004583951,9.3713584e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021787659,0.000120030425,0.000029388815,0.000063957894,0.00005479503,0.000015411133,0.000031999312,0.0027979494,0.99418706,0.00027505934,0.000014606796,0.0021918516],"study_design_scores_gemma":[0.0010375805,0.0024931591,0.0001760968,0.00029958747,0.000029878189,0.00042234446,0.00015755775,0.010563755,0.9844671,0.000105880594,0.000039655923,0.00020743345],"about_ca_topic_score_codex":0.000008393055,"about_ca_topic_score_gemma":0.0000042952074,"teacher_disagreement_score":0.12843645,"about_ca_system_score_codex":0.00012358579,"about_ca_system_score_gemma":0.00003747423,"threshold_uncertainty_score":0.64496654},"labels":[],"label_agreement":null},{"id":"W2092027610","doi":"10.1115/gt2012-70036","title":"Development and Evaluation of a High Frequency Response Signal Conditioning Amplifier for Miniature, Silicon Bridge-Type Pressure Transducers","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Frequency response; Transducer; Signal conditioning; Amplifier; Linear phase; SIGNAL (programming language); Bandwidth (computing); Electronic engineering; Low-pass filter; Acoustics; Band-pass filter; Phase response; Pressure sensor; Filter (signal processing); Electrical engineering; Computer science; Engineering; Physics; Telecommunications","score_opus":0.03841115189297849,"score_gpt":0.28632677376475024,"score_spread":0.24791562187177174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092027610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926245,0.0013681218,0.0052383984,0.000020445244,0.000118339754,0.00032385704,0.0000140030825,0.00014878943,0.00014354722],"genre_scores_gemma":[0.9657046,0.000016633217,0.034103196,0.000008578305,0.00002032725,0.00006866677,0.000015791053,0.000014004752,0.00004815977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945474,0.000008437065,0.00015401765,0.000091929345,0.0001260467,0.0001648131],"domain_scores_gemma":[0.99967676,0.000092393624,0.0000269627,0.000084240186,0.00008729593,0.00003231561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039912233,0.00009273777,0.00011685291,0.000065380904,0.00003987485,0.0000058262926,0.000040139446,0.00009775069,0.00004854178],"category_scores_gemma":[0.000066191016,0.00008561188,0.00001637355,0.0000725241,0.000028402272,0.00016056534,0.0000062559507,0.00006153476,9.107304e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011934663,0.000020842195,0.00012929254,0.00010457764,0.00008934733,1.2855976e-7,0.00095057365,0.0017062535,0.9723338,0.0017707406,0.0002728499,0.022502284],"study_design_scores_gemma":[0.0007809915,0.000056025863,0.049266387,0.000038728955,0.00008624735,0.0000032503588,0.00021325279,0.0006178663,0.9424764,0.0012585962,0.0050037582,0.00019852186],"about_ca_topic_score_codex":0.0000041330313,"about_ca_topic_score_gemma":0.0000058469295,"teacher_disagreement_score":0.049137093,"about_ca_system_score_codex":0.000030340014,"about_ca_system_score_gemma":0.00002963517,"threshold_uncertainty_score":0.34911513},"labels":[],"label_agreement":null},{"id":"W2092032626","doi":"10.1109/mwsym.2006.249415","title":"C-type and R-type RF MEMS Switches for Redundancy Switch Matrix Applications","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Insertion loss; Redundancy (engineering); Microelectromechanical systems; Crossover switch; Port (circuit theory); Optical switch; Analogue switch; Computer science; RF switch; Electrical engineering; Fabrication; Electronic engineering; Crossbar switch; Radio frequency; Engineering; Materials science; Optoelectronics; Voltage","score_opus":0.009452605890064065,"score_gpt":0.24938895000279743,"score_spread":0.23993634411273337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092032626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77848744,0.009501412,0.18811242,0.00051415735,0.00046299008,0.0013968244,0.000015134194,0.004541564,0.016968042],"genre_scores_gemma":[0.9612126,0.0006105305,0.03389678,0.000014101731,0.00013301738,0.00014705642,0.000017388284,0.00004217675,0.0039263912],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951136,1.9512538e-7,0.0001288773,0.00014056147,0.000041746578,0.00017728363],"domain_scores_gemma":[0.9996919,0.00003419025,0.000015487825,0.00018483835,0.000051287137,0.000022309881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029655703,0.000106912354,0.00011402335,0.0000507251,0.00006675475,0.000019181734,0.000078533325,0.00008915249,0.000011279288],"category_scores_gemma":[0.000013492903,0.00009572941,0.00001772225,0.00021650133,0.00002930438,0.000077720986,0.000021170737,0.00006618146,0.000014872995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008184474,0.000019403005,0.00018737224,0.00009462495,0.000017450488,4.2675774e-7,0.00001207607,0.0010419978,0.95237094,0.016326712,0.009533687,0.020387141],"study_design_scores_gemma":[0.00035662422,0.00007331136,0.00088932045,0.0000139868935,0.000022054814,0.000008754799,0.00012693458,0.0006785603,0.41629398,0.067069404,0.51411283,0.0003542358],"about_ca_topic_score_codex":0.000021467147,"about_ca_topic_score_gemma":0.00004172245,"teacher_disagreement_score":0.53607696,"about_ca_system_score_codex":0.000018158218,"about_ca_system_score_gemma":0.000007003059,"threshold_uncertainty_score":0.3903732},"labels":[],"label_agreement":null},{"id":"W2093491278","doi":"10.1115/imece2008-68090","title":"Development of a Linearly Tunable Modified Butterfly-Shape MEMS Capacitor","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Capacitor; Microelectromechanical systems; Capacitance; Electrode; Stiffness; Voltage; Materials science; Actuator; Acoustics; Optoelectronics; Electrical engineering; Physics; Engineering; Composite material","score_opus":0.014148897788675733,"score_gpt":0.19351652003641495,"score_spread":0.17936762224773922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093491278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836367,0.01392997,0.00085702445,0.00004776164,0.00029072174,0.000367906,0.000026781656,0.00077258813,0.00007056187],"genre_scores_gemma":[0.99165535,0.0033573094,0.0040834937,0.0000088143,0.0000465123,0.00008207298,0.000006587685,0.000042080657,0.000717776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833924,0.0000063938955,0.00056232134,0.0004486958,0.00012538006,0.0005179636],"domain_scores_gemma":[0.9993817,0.000027173917,0.00013260746,0.0003145405,0.000044280736,0.00009968471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011798697,0.00038929275,0.00063672557,0.00052951905,0.00036768997,0.000041061303,0.0001748062,0.00048356695,0.0000047218227],"category_scores_gemma":[0.000016424061,0.000337792,0.00003929614,0.00018415808,0.00040331698,0.00017488476,0.00016524688,0.0002646042,0.0000053334347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022366912,0.00003723744,0.0009593426,0.00061577855,0.00011744787,0.00002981641,0.00063519616,0.000030057377,0.97634697,0.000087704386,0.0005117261,0.020606363],"study_design_scores_gemma":[0.00076988415,0.0001020737,0.00062190735,0.00031251516,0.00002428357,0.0003896203,0.00059828936,0.00031971573,0.90955245,0.000091255286,0.08673294,0.0004850925],"about_ca_topic_score_codex":0.000064177046,"about_ca_topic_score_gemma":0.000018483839,"teacher_disagreement_score":0.08622121,"about_ca_system_score_codex":0.000036759822,"about_ca_system_score_gemma":0.00002826914,"threshold_uncertainty_score":0.99990743},"labels":[],"label_agreement":null},{"id":"W2093758446","doi":"10.1115/imece2007-41139","title":"Thermal Drift of Convection-Based Micromachined Accelerometer","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Sensitivity (control systems); Thermal; Buoyancy; Mechanics; Computational fluid dynamics; Materials science; Convection; Acoustics; Computer science; Engineering; Physics; Electronic engineering; Meteorology","score_opus":0.006733338069625809,"score_gpt":0.21603564833437755,"score_spread":0.20930231026475174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093758446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94785225,0.00006129669,0.04195311,0.000014497179,0.000120404904,0.000051750947,0.0000012240534,0.00059710594,0.009348327],"genre_scores_gemma":[0.9876732,0.0000050313924,0.012119526,0.000024481937,0.000013611875,0.0000021199692,0.0000012023377,0.000013136326,0.0001476843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996417,6.46724e-7,0.00012105849,0.000060346632,0.00004477177,0.00013145276],"domain_scores_gemma":[0.9997873,0.000042769316,0.000014310561,0.00012377878,0.000014423201,0.000017442911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005359927,0.00006985307,0.000088911,0.00008573258,0.000013400808,0.0000027883912,0.00007221133,0.000061534454,0.00012311418],"category_scores_gemma":[0.000008793154,0.000057357443,0.00003366826,0.000112256595,0.000031302552,0.00004222269,0.0000087182525,0.000074515585,0.000008296952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005118397,0.000008644429,0.00029400148,0.000010089775,0.000009651632,0.0000013124526,0.000011277468,0.0011895722,0.98733747,0.00016362451,0.00008294883,0.010886291],"study_design_scores_gemma":[0.00019727353,0.000025842844,0.0078677805,0.0000045522047,0.000002594591,4.7017699e-7,0.000026033174,0.0006916662,0.988891,0.00005539092,0.0021631622,0.00007422434],"about_ca_topic_score_codex":0.000012966187,"about_ca_topic_score_gemma":0.000019803198,"teacher_disagreement_score":0.039820924,"about_ca_system_score_codex":0.000011705628,"about_ca_system_score_gemma":0.0000027442024,"threshold_uncertainty_score":0.23389687},"labels":[],"label_agreement":null},{"id":"W2094097574","doi":"10.1116/1.3503612","title":"Controlled sacrificial sidewall surface micromachining for the release of high length-to-thickness aspect ratio bridges","year":2010,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology B Nanotechnology and Microelectronics Materials Processing Measurement and Phenomena","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Surface micromachining; Photoresist; Materials science; Layer (electronics); Ashing; Composite material; Etching (microfabrication); Aspect ratio (aeronautics); Nanotechnology; Fabrication","score_opus":0.009377149295877909,"score_gpt":0.2283017736266709,"score_spread":0.218924624330793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094097574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711998,0.0077898134,0.017258534,0.0024515155,0.00054142304,0.00054919056,0.000007845872,0.00019656743,0.0000053241656],"genre_scores_gemma":[0.9908058,0.0012185471,0.00781054,0.000033405904,0.00006737436,0.000030787163,3.8252048e-7,0.000028243325,0.00000493793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980216,0.000012976705,0.0007576059,0.00032727898,0.00027193152,0.000608598],"domain_scores_gemma":[0.99846977,0.00009742808,0.000508336,0.00029041377,0.0005751958,0.00005887995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025469298,0.00029465958,0.00075028057,0.0007543114,0.00056269893,0.00010023642,0.0007555543,0.0003906189,0.000002711764],"category_scores_gemma":[0.0005003319,0.00021079823,0.000050323393,0.000723432,0.0012653178,0.000260506,0.00013315352,0.0007287357,3.2687953e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025003264,0.000033163473,0.000014747395,0.00007289443,0.00005710135,0.0000016201467,0.00011070923,0.000109332635,0.9594255,0.00478278,0.000012026506,0.035130076],"study_design_scores_gemma":[0.0017068671,0.0005595658,0.000052353105,0.00009372679,0.00011014562,0.00017641469,0.00031150747,0.00021289135,0.9830546,0.012575472,0.0009223804,0.0002240771],"about_ca_topic_score_codex":0.000006063985,"about_ca_topic_score_gemma":0.000039428374,"teacher_disagreement_score":0.034905996,"about_ca_system_score_codex":0.000096217904,"about_ca_system_score_gemma":0.0003300874,"threshold_uncertainty_score":0.8596102},"labels":[],"label_agreement":null},{"id":"W2095064175","doi":"10.1115/imece2010-40493","title":"Analysis of Mechanical Nonlinearities of a Micro-Beam in Longitudinal Mode","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microbeam; Resonator; Instability; Mechanical system; Perturbation (astronomy); Quadratic equation; Control theory (sociology); Nonlinear system; Displacement (psychology); Beam (structure); Physics; Mechanics; Mathematics; Computer science; Optics; Engineering; Mechanical engineering; Geometry","score_opus":0.010021130455019518,"score_gpt":0.25351765916027363,"score_spread":0.24349652870525412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095064175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99412113,0.000040554478,0.005213154,0.000010493164,0.00004073083,0.00003061761,0.000013144327,0.00009687304,0.00043329527],"genre_scores_gemma":[0.9730318,0.000050837276,0.026869237,0.0000016552474,0.000005231571,0.0000032844107,0.0000026052148,0.000006080595,0.000029268425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995701,6.7293007e-7,0.00019548708,0.000076419085,0.000056622273,0.000100730475],"domain_scores_gemma":[0.99973524,0.000031924887,0.000019639961,0.00017818839,0.000022524842,0.000012480542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042697437,0.00006314774,0.00024512436,0.00027539444,0.000004364054,0.0000017175998,0.000101633814,0.00008928595,0.000047445516],"category_scores_gemma":[0.0000270906,0.0000558989,0.000068420435,0.00042224853,0.000044621236,0.000044129167,0.00003083295,0.00015025721,5.354026e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035611567,0.000026186111,0.0020526352,0.000019852389,0.00009250809,0.000001124796,0.000022213855,0.009367958,0.9857865,0.0017174669,0.000007146021,0.00090285536],"study_design_scores_gemma":[0.000108815155,0.000016613934,0.0068729324,0.0000065830436,0.000053783802,6.7497444e-7,0.000098672564,0.031705026,0.9603354,0.0006799743,0.000049023456,0.000072517054],"about_ca_topic_score_codex":0.00013804372,"about_ca_topic_score_gemma":0.0023655284,"teacher_disagreement_score":0.025451109,"about_ca_system_score_codex":0.0000059947224,"about_ca_system_score_gemma":0.000004250617,"threshold_uncertainty_score":0.2279491},"labels":[],"label_agreement":null},{"id":"W2095137133","doi":"10.1115/esda2014-20569","title":"Free Vibration of Micro Cantilever Beam With Electromagnetic Actuators","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Vibration; Equations of motion; Actuator; Natural frequency; Physics; Control theory (sociology); Beam (structure); Mechanics; Normal mode; Sensitivity (control systems); Frequency response; Input shaping; Acoustics; Vibration control; Classical mechanics; Engineering; Computer science; Structural engineering; Optics; Electronic engineering","score_opus":0.002554950748523499,"score_gpt":0.1632952781334775,"score_spread":0.160740327384954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095137133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940663,0.000038435373,0.05582954,0.000027061958,0.000028382856,0.000055156568,0.0000013916017,0.00035812496,0.0029989278],"genre_scores_gemma":[0.9699236,0.00002894857,0.029863792,0.000013570559,0.000010853203,0.0000051104184,0.0000012770992,0.000013534916,0.00013929026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970496,7.334264e-7,0.00007250371,0.00006421917,0.0000489404,0.00010864015],"domain_scores_gemma":[0.9997542,0.0000149142525,0.000013408537,0.00019082072,0.00001316628,0.000013527909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016410215,0.00006741103,0.00008407982,0.00004253458,0.000011247735,0.0000036842175,0.000082710074,0.000041715048,0.000031477048],"category_scores_gemma":[0.000013316803,0.000050688774,0.000011520506,0.00008177482,0.000025350506,0.00006367848,0.0000117311665,0.000052224845,0.0000024335234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002960532,0.00000449133,0.000050706247,0.000017170614,0.000007944276,2.1768497e-7,0.000015863448,0.00040628173,0.99090546,0.00084489404,0.0006973867,0.007046608],"study_design_scores_gemma":[0.00016962121,0.00014892552,0.0012028427,0.000008055734,0.0000051779934,0.0000019963366,0.000015490501,0.00039153287,0.99519527,0.0010847232,0.0016942036,0.000082166676],"about_ca_topic_score_codex":0.000016320315,"about_ca_topic_score_gemma":0.00007967967,"teacher_disagreement_score":0.029260645,"about_ca_system_score_codex":0.000009700651,"about_ca_system_score_gemma":0.00000402657,"threshold_uncertainty_score":0.20670281},"labels":[],"label_agreement":null},{"id":"W2095309740","doi":"10.1117/12.628601","title":"Thermo-electrical influence on static and dynamic behaviour of cantilever type silicon waveguide","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Materials science; Microelectromechanical systems; Capacitive sensing; Stiffness; Thermal; Waveguide; Microsystem; Voltage; Electrostatics; Electric field; Acoustics; Optoelectronics; Mechanics; Electrical engineering; Composite material; Physics; Engineering; Nanotechnology","score_opus":0.007416576464370671,"score_gpt":0.22942111783299846,"score_spread":0.2220045413686278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095309740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808425,0.00019283348,0.000012679362,0.00043382513,0.00007648271,0.00029608235,0.000022878565,0.0001488906,0.00073209486],"genre_scores_gemma":[0.96741796,0.00041748624,0.03188405,0.00003860182,0.000057276466,0.00003877505,0.0000022274662,0.000049468385,0.00009417157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985991,4.950315e-9,0.00049229997,0.00023899798,0.00036362692,0.0003059618],"domain_scores_gemma":[0.9990268,0.00010446406,0.0001594326,0.00005506805,0.00058613066,0.00006812027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018490419,0.00025369338,0.0003402202,0.00010416745,0.000035933044,0.000028438417,0.00044165828,0.0001711445,0.0000061637274],"category_scores_gemma":[0.0003250001,0.00021146357,0.00018782218,0.00024181209,0.00018759654,0.00027521714,0.00007899297,0.00030801533,9.730536e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045123477,0.000058562888,0.00019578112,0.00026453283,0.00015886914,8.69516e-8,0.00011135444,0.0017137553,0.94048953,0.05462092,0.00050279347,0.0018386795],"study_design_scores_gemma":[0.0010303794,0.00065613765,0.007963567,0.00045986724,0.0001461304,0.000018049484,0.0005588571,0.109125786,0.87613285,0.0016150541,0.0017702862,0.0005230421],"about_ca_topic_score_codex":0.0000061403894,"about_ca_topic_score_gemma":4.3014137e-7,"teacher_disagreement_score":0.10741203,"about_ca_system_score_codex":0.00013957277,"about_ca_system_score_gemma":0.000015017946,"threshold_uncertainty_score":0.8623234},"labels":[],"label_agreement":null},{"id":"W2095634803","doi":"10.1117/12.909171","title":"Design and analysis of a micromachined gyroscope","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multiphysics; Gyroscope; Microelectromechanical systems; Vibrating structure gyroscope; Sensitivity (control systems); Rapid prototyping; Software; Transducer; Computer science; Surface micromachining; Electronic engineering; Mechanical engineering; Engineering; Materials science; Finite element method; Electrical engineering; Aerospace engineering; Fabrication; Structural engineering; Optoelectronics","score_opus":0.01188139895407015,"score_gpt":0.23231521209129247,"score_spread":0.22043381313722232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095634803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972852,0.00059430645,0.00083019596,0.00018293387,0.00012585254,0.00031979787,0.00003172977,0.00016152159,0.00046847865],"genre_scores_gemma":[0.70969015,0.0003730474,0.2896682,0.000016899576,0.00008487809,0.000074787335,0.000004625006,0.000047542882,0.000039836825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986235,4.516967e-9,0.0005120368,0.00019788455,0.0003111471,0.00035546388],"domain_scores_gemma":[0.99907243,0.0001408962,0.00019385022,0.000054439,0.00044934405,0.00008901953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042184372,0.000257364,0.0004965064,0.0002087662,0.00004048818,0.000030841547,0.00047540484,0.0001757998,0.0000062171493],"category_scores_gemma":[0.00024021743,0.00021372065,0.00039325212,0.00059015077,0.0001954588,0.00046013913,0.00011615356,0.0002172068,3.3674235e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031215106,0.00005334938,0.0005424925,0.00030233053,0.0013643608,1.9617799e-8,0.0001994178,0.0010634774,0.92061996,0.07491403,0.0004796137,0.0004297555],"study_design_scores_gemma":[0.00061685726,0.00017604165,0.0037549436,0.00014383724,0.0008470777,0.0000063088437,0.00067017664,0.05705828,0.93455553,0.0007235666,0.0010852491,0.00036210794],"about_ca_topic_score_codex":0.0000038430776,"about_ca_topic_score_gemma":6.207658e-8,"teacher_disagreement_score":0.288838,"about_ca_system_score_codex":0.00007350578,"about_ca_system_score_gemma":0.0000071689046,"threshold_uncertainty_score":0.8715275},"labels":[],"label_agreement":null},{"id":"W2096016646","doi":"10.1109/mikon.2004.1358483","title":"RF MEMS tunable inductor","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inductor; RFIC; Inductance; Radio frequency; Q factor; Microelectromechanical systems; Materials science; Electrical engineering; Wafer; Quality (philosophy); Optoelectronics; Surface micromachining; Engineering; Physics; Voltage; Medicine; Resonator","score_opus":0.009985485338059112,"score_gpt":0.20508208310873538,"score_spread":0.19509659777067626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096016646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94762886,0.00025877298,0.006052713,0.00015576516,0.00022850542,0.000056881086,8.562021e-7,0.0023153455,0.043302294],"genre_scores_gemma":[0.9917561,0.000115603965,0.007169647,0.000025457903,0.000045923247,0.000008904799,6.818337e-7,0.0000151014265,0.00086259044],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996993,6.63234e-8,0.00005698422,0.0000633744,0.000039518247,0.00014077625],"domain_scores_gemma":[0.99983674,0.0000036621382,0.000003858113,0.00012855991,0.000006351947,0.00002084089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000012676319,0.000061180326,0.000060463317,0.000032653974,0.000018735798,0.0000070276346,0.00007022646,0.000054131997,0.000066113156],"category_scores_gemma":[0.000008616401,0.000050879084,0.00001533237,0.00008841994,0.000015886608,0.00009516359,0.000016292843,0.00008018687,0.00010779224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.969547e-7,0.0000054173734,0.000006677707,0.000009895992,0.0000082301585,0.00000585791,0.000028630802,0.00893675,0.97511905,0.005588524,0.0009020666,0.009388406],"study_design_scores_gemma":[0.0001511367,0.000012791034,0.00010130461,0.000006080365,0.0000012510812,0.0000033735298,0.00008906123,0.00001019207,0.931883,0.015739119,0.0519019,0.00010080689],"about_ca_topic_score_codex":0.000017095394,"about_ca_topic_score_gemma":0.000016261343,"teacher_disagreement_score":0.050999835,"about_ca_system_score_codex":0.000035810706,"about_ca_system_score_gemma":0.0000040637465,"threshold_uncertainty_score":0.20747888},"labels":[],"label_agreement":null},{"id":"W2096069389","doi":"10.1109/ias.1989.96667","title":"Frequency domain study of the relative effect of microstepping on the vibration spectra of stepping motors","year":2003,"lang":"en","type":"article","venue":"Conference Record of the IEEE Industry Applications Society Annual Meeting","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Acceleration; Frequency domain; Integrator; Vibration; Microprocessor; Displacement (psychology); Computer science; SIGNAL (programming language); Control theory (sociology); Time domain; Amplifier; Acoustics; Physics; Engineering; Electrical engineering; Computer hardware; Telecommunications; Control (management); Voltage","score_opus":0.014679604854610506,"score_gpt":0.24016297829882874,"score_spread":0.22548337344421823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096069389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99376756,0.00005347698,0.003495956,0.00009721361,0.00011057308,0.001258331,0.00002525179,0.000042027837,0.0011495813],"genre_scores_gemma":[0.99694246,0.00002763463,0.0028299054,0.0000067336846,0.00001889642,0.00014437335,3.7698348e-7,0.0000149418365,0.000014701904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988355,0.00011610664,0.0005146834,0.0001695827,0.00020111498,0.00016303515],"domain_scores_gemma":[0.9980715,0.0006280175,0.0005323134,0.0006020809,0.0001499496,0.000016163394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005667891,0.00016867985,0.0002872488,0.000027077649,0.00020327336,0.0000063920534,0.00052834145,0.00025687172,0.000004551883],"category_scores_gemma":[0.0002904631,0.000101515354,0.00016359668,0.0006175093,0.00029808455,0.00010269419,0.000058213496,0.0007727443,2.8377272e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006800176,0.00009544922,0.004452316,0.00018027316,0.000131136,3.9298108e-8,0.00424088,0.003369788,0.9793288,0.006148115,0.000051870447,0.0019945172],"study_design_scores_gemma":[0.00027758686,0.00017879168,0.0016285488,0.0005564161,0.000055211814,9.459086e-7,0.019730989,0.00017077032,0.97231483,0.0048879744,0.000068063826,0.00012983714],"about_ca_topic_score_codex":0.0000438752,"about_ca_topic_score_gemma":0.000014410197,"teacher_disagreement_score":0.015490109,"about_ca_system_score_codex":0.00006379504,"about_ca_system_score_gemma":0.00005434577,"threshold_uncertainty_score":0.41396758},"labels":[],"label_agreement":null},{"id":"W2096981997","doi":"10.1109/newcas.2005.1496723","title":"Design and Analysis of Planar and Lattice-Electrostatic Comb Drive Actuators","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Comb drive; Actuator; Planar; Lattice (music); Capacitance; Electric field; Control theory (sociology); Materials science; Computer science; Physics; Engineering; Acoustics; Electrical engineering; Electrode","score_opus":0.00864255714686964,"score_gpt":0.2220022752728831,"score_spread":0.21335971812601345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096981997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75371486,0.00040979034,0.24535112,0.000051175837,0.0000049675396,0.000059292102,0.000002132678,0.00016723518,0.0002394559],"genre_scores_gemma":[0.8809045,0.00069695036,0.11833165,0.000016630194,0.0000023295736,0.0000030501722,0.0000015737371,0.000006641984,0.000036669135],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996946,0.000001961469,0.000090421345,0.00007436914,0.000037821377,0.00010081558],"domain_scores_gemma":[0.99978304,0.00009122407,0.0000144620735,0.00008056171,0.000007786262,0.000022945926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033521683,0.00006850247,0.00016027986,0.00014917369,0.000016242948,0.00000548369,0.00003055458,0.000038373943,0.000012138931],"category_scores_gemma":[0.000009918688,0.00005738895,0.000013853368,0.00020865446,0.000039309678,0.00006589853,0.000008255687,0.000049723927,7.1512534e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004890605,0.00007862208,0.0049165906,0.00017524176,0.0040075956,0.00001311168,0.002659142,0.05632191,0.43322304,0.021189272,0.0015161673,0.4758504],"study_design_scores_gemma":[0.00090780016,0.0002977671,0.020235503,0.000028197275,0.0012532715,0.000008411645,0.0008451416,0.42432728,0.5424557,0.0064767115,0.0025440857,0.000620131],"about_ca_topic_score_codex":0.000004076691,"about_ca_topic_score_gemma":0.000025214855,"teacher_disagreement_score":0.47523028,"about_ca_system_score_codex":0.000009860216,"about_ca_system_score_gemma":0.0000018922171,"threshold_uncertainty_score":0.23402534},"labels":[],"label_agreement":null},{"id":"W2097578828","doi":"10.1109/iscas.2000.857393","title":"A MEMS micromagnetic actuator for use in a bionic interface","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Magnet; Modular design; Realization (probability); Acoustics; Gyroscope; Electromagnet; Mechanical engineering; Materials science; Electrical engineering; Computer science; Engineering; Physics; Optoelectronics; Aerospace engineering","score_opus":0.024792490055502044,"score_gpt":0.2262735862586065,"score_spread":0.20148109620310445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097578828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889778,0.0007549852,0.008926855,0.00006920384,0.00008699501,0.00018955565,0.0000032446937,0.00057383935,0.00041756034],"genre_scores_gemma":[0.96887004,0.00028538588,0.029599626,0.0000175631,0.000008242422,0.000051557978,4.1928072e-7,0.000018778284,0.0011483985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996149,4.847177e-7,0.00009647257,0.00009434109,0.000022395989,0.00017139055],"domain_scores_gemma":[0.9997969,0.000041091134,0.0000064012515,0.00013283697,0.0000061761048,0.000016545442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000149949165,0.0000793807,0.000087699744,0.000074491625,0.000009851366,0.00001397292,0.000076229546,0.000059529262,0.000095548356],"category_scores_gemma":[0.000028853068,0.000069914444,0.00002372123,0.00009941513,0.000016704329,0.00010353736,0.000017080549,0.000066178414,0.000036234196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037153097,0.000027686894,0.000023085508,0.000033572218,0.000008569075,0.0000027454764,0.000108177526,0.00047375503,0.96077174,0.00016588598,0.0052607018,0.033120353],"study_design_scores_gemma":[0.0010501234,0.00020032517,0.00031751563,0.000058363046,0.0000067955993,0.000009958742,0.00023080401,0.036022346,0.871864,0.0010773294,0.08876198,0.00040041836],"about_ca_topic_score_codex":0.000009304477,"about_ca_topic_score_gemma":0.00012502212,"teacher_disagreement_score":0.08890771,"about_ca_system_score_codex":0.00003267272,"about_ca_system_score_gemma":8.2867786e-7,"threshold_uncertainty_score":0.2851028},"labels":[],"label_agreement":null},{"id":"W2097798968","doi":"10.1109/mwsym.2009.5165922","title":"Thermally-actuated latching RF MEMS switch","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; University of Waterloo; University of Alberta","funders":"","keywords":"Microelectromechanical systems; Actuator; RF switch; Crossover switch; Insertion loss; Materials science; Radio frequency; Coplanar waveguide; Optoelectronics; Electrical engineering; Voltage; SIGNAL (programming language); Return loss; Optical switch; Computer science; Engineering; Telecommunications; Microwave","score_opus":0.009449201163712924,"score_gpt":0.22254684639969552,"score_spread":0.2130976452359826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097798968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220902,0.00022603542,0.010296061,0.00026969693,0.000114258015,0.000072432646,6.195329e-7,0.0032948297,0.063635916],"genre_scores_gemma":[0.99520946,0.00014046488,0.004011802,0.00011602894,0.000029128314,0.000002812942,0.0000013591977,0.000014133325,0.00047480667],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995582,3.9101266e-7,0.000097178265,0.000091124304,0.00005956266,0.00019355283],"domain_scores_gemma":[0.999776,0.000012045921,0.000008643283,0.00016773777,0.000009057445,0.000026528185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029118057,0.00010260885,0.000099367746,0.00004043064,0.00003192539,0.0000149192265,0.000115828625,0.000071770795,0.00007912497],"category_scores_gemma":[0.000009711031,0.00008255135,0.00002663169,0.00010342716,0.000008965547,0.00012339703,0.000012423092,0.0001350153,0.000045237124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015167939,0.000006781164,0.000007983709,0.0000028481127,0.000007793364,0.0000059498147,0.00004708411,0.0025079409,0.87768424,0.000851193,0.00062503415,0.11825166],"study_design_scores_gemma":[0.00031944012,0.00006639289,0.0032739593,0.00002346962,0.000006269663,0.000010476138,0.00014867698,0.0022779068,0.95058197,0.014669063,0.028220199,0.00040216965],"about_ca_topic_score_codex":0.0000060780953,"about_ca_topic_score_gemma":0.000006347537,"teacher_disagreement_score":0.11784949,"about_ca_system_score_codex":0.000018917633,"about_ca_system_score_gemma":0.0000024088745,"threshold_uncertainty_score":0.33663464},"labels":[],"label_agreement":null},{"id":"W2097981499","doi":"10.1109/ccece.2005.1556963","title":"Self-locking vertical operation single crystal silicon micromirrors using silicon-on-insulator technology","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Microelectromechanical systems; Optics; Flatness (cosmology); Optoelectronics; Polycrystalline silicon; Silicon on insulator; Crystalline silicon; Wafer; Silicon; Computer science; Nanotechnology; Physics; Layer (electronics)","score_opus":0.010727542231857444,"score_gpt":0.22167055783200262,"score_spread":0.21094301560014517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097981499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910938,0.0001769926,0.0030513043,0.00010183079,0.00019595145,0.00018981504,0.0000025139918,0.0034762817,0.001711485],"genre_scores_gemma":[0.98091817,0.000012250564,0.018880276,0.000026973641,0.00006391273,0.00001253652,0.0000041508847,0.000049977334,0.0000317621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893665,0.0000034933466,0.00027783087,0.0002739371,0.000108841,0.00039922044],"domain_scores_gemma":[0.99959433,0.000031702548,0.000017391343,0.0002906323,0.000031406893,0.00003454651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038285867,0.00022916052,0.00021774879,0.00025527374,0.00011562576,0.000039746657,0.00014565076,0.00030870718,0.000024493616],"category_scores_gemma":[0.000027160238,0.00021967605,0.000050189003,0.00029081124,0.000073294046,0.0001776067,0.00005635652,0.0002410341,0.000031035233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040412942,0.00006110257,0.00013777036,0.000017726608,0.000013085234,0.000008234352,0.00001060666,0.010648629,0.98486507,0.003356396,0.000055524666,0.0008217904],"study_design_scores_gemma":[0.0003483761,0.00007903491,0.00027546802,0.000023944996,0.0000117372265,0.000026315167,0.00009805945,0.031104127,0.963793,0.00083553913,0.0031117888,0.00029260205],"about_ca_topic_score_codex":0.000022784112,"about_ca_topic_score_gemma":0.00003311348,"teacher_disagreement_score":0.021072084,"about_ca_system_score_codex":0.00021424345,"about_ca_system_score_gemma":0.0000128856445,"threshold_uncertainty_score":0.8958129},"labels":[],"label_agreement":null},{"id":"W2098343998","doi":"10.1109/mwscas.2007.4488664","title":"Flatness-based control of an electrostatic torsional micro-mirror with voltage feedback","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"","keywords":"Flatness (cosmology); Control theory (sociology); Tilt (camera); Voltage; Computer science; Angular velocity; Point (geometry); Optics; Physics; Engineering; Control (management); Mathematics; Electrical engineering; Artificial intelligence; Mechanical engineering; Classical mechanics","score_opus":0.007843189915253906,"score_gpt":0.22308941808293792,"score_spread":0.21524622816768402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098343998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94985676,0.00006243042,0.04848719,0.000032110518,0.000039652954,0.00020344593,0.000008549714,0.0004334509,0.0008764035],"genre_scores_gemma":[0.98334146,0.000008450363,0.016493104,0.000036667458,0.000015314412,0.000018037728,0.0000049623623,0.000029662406,0.000052355877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906313,5.1852567e-7,0.00021533211,0.00019679203,0.00016159208,0.00036263646],"domain_scores_gemma":[0.99948055,0.00003413921,0.000071432994,0.00009872366,0.0002359219,0.000079265905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012398939,0.00018890775,0.00024220697,0.00012302192,0.00004328107,0.00002464236,0.00020429642,0.0001075018,0.0000317173],"category_scores_gemma":[0.000032259566,0.00015893154,0.00002822331,0.00021562392,0.00014046677,0.00024813702,0.000009178742,0.0001968487,0.000004564419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010725077,0.00002784959,0.0014263002,0.00011427285,0.000014187855,0.0000036999218,0.00012011824,0.000019110863,0.9929332,0.0011633534,0.000024256175,0.0040463745],"study_design_scores_gemma":[0.0009923854,0.00037805282,0.0069828057,0.00010972609,0.00001550413,0.000008867708,0.00044043313,0.0027915724,0.9863373,0.0010950633,0.0005889576,0.00025930948],"about_ca_topic_score_codex":0.0000082974575,"about_ca_topic_score_gemma":0.000022405131,"teacher_disagreement_score":0.03348468,"about_ca_system_score_codex":0.000041336287,"about_ca_system_score_gemma":0.00003961195,"threshold_uncertainty_score":0.648104},"labels":[],"label_agreement":null},{"id":"W2099075282","doi":"10.1109/iciss.1996.552413","title":"Towards an integrated sub-nanogram mass measurement system","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; CMOS; Silicon; Substrate (aquarium); Planar; Bulk micromachining; Electromagnetic coil; Materials science; Optoelectronics; Electrical engineering; Computer science; Engineering; Fabrication","score_opus":0.03283540847987469,"score_gpt":0.20934288406181606,"score_spread":0.17650747558194135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099075282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48455468,0.0029847866,0.35960728,0.00016331367,0.001442723,0.00069898006,0.000013262025,0.027290652,0.1232443],"genre_scores_gemma":[0.9871315,0.00013988737,0.012517775,0.000008435505,0.00002435504,0.000031785374,0.000001619015,0.000025730844,0.0001189627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931353,0.0000031852035,0.00014578848,0.0001304242,0.00017885739,0.00022822812],"domain_scores_gemma":[0.99961525,0.0000026998775,0.000011932148,0.00025938326,0.00005748837,0.000053264986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007908908,0.00013835703,0.00013750941,0.00006946377,0.000033384695,0.0000246754,0.00014123388,0.000094231495,0.000056517776],"category_scores_gemma":[0.000012417571,0.00010861401,0.000032613767,0.00017750071,0.00001962734,0.00012934422,0.00001194226,0.00012208775,0.00007326431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030661106,0.00004547111,0.000023842624,0.00013839503,0.00006057622,0.000026144846,0.0000909378,0.0028738682,0.6347084,0.0035881526,0.0040614223,0.35437974],"study_design_scores_gemma":[0.00037332112,0.00014096998,0.0001334644,0.00010638105,0.000016548001,0.000014496381,0.0015416795,0.06306988,0.8717772,0.00021369697,0.062129818,0.00048258112],"about_ca_topic_score_codex":0.000016960355,"about_ca_topic_score_gemma":0.000039387007,"teacher_disagreement_score":0.50257677,"about_ca_system_score_codex":0.00017575394,"about_ca_system_score_gemma":0.0000028168108,"threshold_uncertainty_score":0.44291508},"labels":[],"label_agreement":null},{"id":"W2099097872","doi":"10.1109/tepm.2008.926118","title":"Automatic Microassembly Using Visual Servo Control","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Electronics Packaging Manufacturing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Micromanipulator; Cartesian coordinate system; GRASP; Servo; Microelectromechanical systems; Process (computing); Computer science; Position (finance); Servo control; Artificial intelligence; Computer vision; Position sensor; Control engineering; Engineering; Mechanical engineering","score_opus":0.010956569851079198,"score_gpt":0.22506049361791242,"score_spread":0.2141039237668332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099097872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61115813,0.00023144009,0.38666898,0.000020635844,0.0002455102,0.000143733,0.0000043910554,0.0014676228,0.000059565158],"genre_scores_gemma":[0.9963647,0.00050410425,0.0028418351,0.000055219243,0.000041565465,0.000030489904,0.0000011557299,0.000104086495,0.00005683457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983695,0.000011394179,0.0003081093,0.0003101317,0.00020608821,0.00079478265],"domain_scores_gemma":[0.99943846,0.00007792063,0.000051263243,0.00032643173,0.000020319869,0.000085610845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000075549935,0.00036280815,0.00032837555,0.00030803462,0.0004278643,0.00003326397,0.00019914076,0.0001607332,0.00003105986],"category_scores_gemma":[0.0000016990714,0.00038776684,0.00014699835,0.00017914899,0.00006234015,0.00028706618,0.000001498185,0.0007390013,0.000034364082],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012577111,0.0000613047,0.000003542308,0.00007555509,0.00015142572,0.000036774283,0.000103904255,0.5358835,0.43730557,0.000008387077,0.000024852568,0.0263326],"study_design_scores_gemma":[0.0005715549,0.00007074501,0.000054133558,0.000055609977,0.00004293492,0.0001632338,0.00003878064,0.12346255,0.8746377,0.00013109212,0.00038761357,0.0003840113],"about_ca_topic_score_codex":0.000012994927,"about_ca_topic_score_gemma":0.000026940406,"teacher_disagreement_score":0.43733215,"about_ca_system_score_codex":0.00043445313,"about_ca_system_score_gemma":0.00004735067,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W2099171915","doi":"10.1109/jmems.2011.2148162","title":"Nonlinear Dynamics of Spring Softening and Hardening in Folded-MEMS Comb Drive Resonators","year":2011,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Resonator; MATLAB; Control theory (sociology); Coil spring; Mathematical analysis; Phase plane; Softening; Spring (device); Physics; Mechanics; Mathematics; Computer science; Mechanical engineering; Engineering","score_opus":0.00982333218492769,"score_gpt":0.19987925503449436,"score_spread":0.19005592284956666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099171915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806628,0.0032131656,0.015574831,0.000010820811,0.00029478996,0.000105992745,0.0000029134962,0.00006183958,0.00007279594],"genre_scores_gemma":[0.98879653,0.00060529954,0.010503021,0.0000027450312,0.000047156173,0.0000024588228,3.3264567e-7,0.00003402829,0.00000843386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986453,0.000013269015,0.000744438,0.0001229605,0.00016459057,0.00030941068],"domain_scores_gemma":[0.9993766,0.00007101882,0.00027227725,0.00012925404,0.000077586985,0.00007325273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039435033,0.0001643008,0.0005274692,0.0002860256,0.000025529253,0.000014157106,0.00022410575,0.00017472151,0.000002587742],"category_scores_gemma":[0.00007163021,0.0001484382,0.0000851663,0.00022589166,0.000035804227,0.00014828387,0.00005753147,0.0005589382,5.5945395e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053472242,0.000048713457,0.0008892094,0.00018904684,0.00009761881,0.00009596157,0.00022501014,0.00027318386,0.99098176,0.002616012,0.000017751538,0.004512273],"study_design_scores_gemma":[0.0027698514,0.0018699974,0.001517237,0.0025398033,0.0001015509,0.0013368872,0.0022494986,0.041815974,0.93882024,0.0051345425,0.0010251759,0.00081922155],"about_ca_topic_score_codex":0.00005620868,"about_ca_topic_score_gemma":0.00007899677,"teacher_disagreement_score":0.05216149,"about_ca_system_score_codex":0.00016213949,"about_ca_system_score_gemma":0.000018367642,"threshold_uncertainty_score":0.60531336},"labels":[],"label_agreement":null},{"id":"W2099194430","doi":"10.1109/jmems.2011.2127458","title":"A Single-Polarity Piezoresistive Three-Dimensional Stress-Sensing Rosette","year":2011,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rosette (schizont appearance); Piezoresistive effect; Polarity (international relations); Compensation (psychology); Stress (linguistics); Materials science; Analytical Chemistry (journal); Biological system; Chemistry; Computer science; Optoelectronics; Chromatography; Biology; Cell; Biochemistry","score_opus":0.023042463959992432,"score_gpt":0.19982300101519732,"score_spread":0.17678053705520488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099194430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406056,0.00386423,0.053766567,0.00003129109,0.0010947087,0.00017305795,0.000017763501,0.0002526553,0.00019417354],"genre_scores_gemma":[0.99035597,0.00005130394,0.009305762,0.000016288523,0.00020678104,0.000001332139,0.0000013375283,0.000044037326,0.000017162141],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839103,0.000021385464,0.00068520935,0.00016461189,0.00028810493,0.0004496427],"domain_scores_gemma":[0.9991099,0.00008016782,0.00027847392,0.00020939267,0.00018947317,0.00013253964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029372177,0.00023651194,0.00051270705,0.00018190482,0.000073471274,0.000033221946,0.00027552122,0.00022945133,0.000015323296],"category_scores_gemma":[0.0000919042,0.00019645097,0.00017401943,0.00022396285,0.000049411632,0.00019356479,0.000051401566,0.00069162674,0.000010485445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006155427,0.00006793331,0.000028588063,0.000044989727,0.00013688343,0.0001362499,0.00003259315,0.00011181833,0.99457055,0.00039700253,0.000316136,0.0040956866],"study_design_scores_gemma":[0.0008535121,0.0012120457,0.0005347635,0.00052665,0.00009488753,0.0016523405,0.00010153446,0.0027558662,0.9840279,0.0058168573,0.0019169729,0.0005066598],"about_ca_topic_score_codex":0.00004019724,"about_ca_topic_score_gemma":0.000054375978,"teacher_disagreement_score":0.049750444,"about_ca_system_score_codex":0.0002216715,"about_ca_system_score_gemma":0.000030436462,"threshold_uncertainty_score":0.80110383},"labels":[],"label_agreement":null},{"id":"W2099391127","doi":"10.1364/oe.16.007361","title":"High-dynamic range image projection using an auxiliary MEMS mirror array","year":2008,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Projector; Brightness; Optics; Microelectromechanical systems; Digital Light Processing; Structured light; Projection (relational algebra); Computer science; High dynamic range; Dynamic range; Physics; Computer vision; Optoelectronics","score_opus":0.02373778135984124,"score_gpt":0.2560638108610519,"score_spread":0.23232602950121067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099391127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527562,0.00014928724,0.044880617,0.000009808533,0.0004499585,0.00018993887,0.000013885887,0.0010537596,0.0004965443],"genre_scores_gemma":[0.74890804,0.00036728985,0.25041837,0.0000057369157,0.000048655507,0.000029787736,0.000010491143,0.00005986398,0.00015178618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999224,0.000004300889,0.00016362306,0.00020333458,0.00012367468,0.00028107068],"domain_scores_gemma":[0.9995127,0.000015309048,0.000031778985,0.00035111565,0.000039781742,0.00004933906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044046912,0.00017603594,0.00017673068,0.000102795595,0.00013001726,0.0000208837,0.00016167355,0.00013891545,0.000009870708],"category_scores_gemma":[0.000016392996,0.00017753075,0.00003999241,0.00013893102,0.0000902121,0.00043707734,0.00002894801,0.00021308556,0.000010300102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006238323,0.000033125245,0.000010107137,0.00003318481,0.000011566561,0.000025728135,0.00019046826,0.0032501896,0.99583113,0.000038859445,0.000030423087,0.00053894956],"study_design_scores_gemma":[0.00055536546,0.00007846693,0.00041958794,0.00005590409,0.000022908454,0.000091117756,0.00033237776,0.035711456,0.96029913,0.0007627325,0.0011498982,0.00052104605],"about_ca_topic_score_codex":0.000058057634,"about_ca_topic_score_gemma":0.000017233691,"teacher_disagreement_score":0.20553774,"about_ca_system_score_codex":0.000078418794,"about_ca_system_score_gemma":0.000010829306,"threshold_uncertainty_score":0.7239494},"labels":[],"label_agreement":null},{"id":"W2099809776","doi":"10.1109/ccece.2003.1226361","title":"Design &amp; fabrication of out-of-plane electrostatic actuators for optical application","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Cantilever; Microelectromechanical systems; Actuator; Fabrication; Materials science; Electrostatics; Stress (linguistics); Displacement (psychology); Optical fiber; Mechanical engineering; Optoelectronics; Optics; Engineering; Composite material; Electrical engineering; Physics","score_opus":0.019595611720421298,"score_gpt":0.2603241933168967,"score_spread":0.24072858159647542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099809776","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07440516,0.00003297859,0.9249229,0.000027710168,0.000025315649,0.000278345,0.0000020366622,0.00016284287,0.0001427034],"genre_scores_gemma":[0.6480662,0.000030943334,0.35180846,0.000002218511,0.0000055268065,0.00005490496,0.00000782003,0.000008237187,0.000015677437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996405,5.607466e-7,0.00014451875,0.000069134105,0.000047730213,0.00009755796],"domain_scores_gemma":[0.9997222,0.000063378466,0.000030288676,0.00013408766,0.000036742207,0.000013311009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042493277,0.000058311,0.00010172791,0.000045024113,0.000009483832,0.0000016042493,0.00006244674,0.00005232289,0.0000026003888],"category_scores_gemma":[0.00003854773,0.00005238212,0.000018778319,0.0000783373,0.000024186507,0.00004149106,0.0000045334523,0.000035401983,0.0000062141753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009329559,0.000019426894,0.0000026824691,0.000052639083,0.000011522837,2.2848464e-8,0.000057828012,0.011644122,0.9357148,0.012972321,0.000062888874,0.039452463],"study_design_scores_gemma":[0.00018828145,0.000064135864,0.000037290087,0.000006636865,0.00000886964,6.227552e-7,0.000023015578,0.00076356024,0.97514963,0.02327747,0.00041842108,0.000062077685],"about_ca_topic_score_codex":0.0000022919278,"about_ca_topic_score_gemma":0.000005268834,"teacher_disagreement_score":0.573661,"about_ca_system_score_codex":0.000031483527,"about_ca_system_score_gemma":0.000008745859,"threshold_uncertainty_score":0.21360809},"labels":[],"label_agreement":null},{"id":"W2100114705","doi":"10.1109/iembs.1993.978608","title":"Performance bounds of delay and sum beamformers for neuromuscular signals","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Control theory (sociology); Speech recognition; Artificial intelligence","score_opus":0.008235332077426178,"score_gpt":0.21064507870760765,"score_spread":0.20240974663018146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100114705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900294,0.00037469628,0.008811979,0.00004140014,0.00003166447,0.00009980855,0.0000025812972,0.00021156653,0.0014233381],"genre_scores_gemma":[0.9775423,0.00065282534,0.021572882,0.000019765412,0.00001636659,0.000015326912,0.0000010427565,0.000012538496,0.00016694529],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996603,3.3028883e-7,0.000102305414,0.00006704035,0.000038528924,0.00013145957],"domain_scores_gemma":[0.9998493,0.000019206558,0.000011814561,0.00008788032,0.000013747488,0.000018061393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035788413,0.000068024936,0.000095598225,0.000041828414,0.00002468254,0.0000043141667,0.000050402203,0.000041920648,0.000009303087],"category_scores_gemma":[0.000007939916,0.000057942343,0.000023410275,0.00004753284,0.000035523422,0.00013863496,0.000013126727,0.000040978433,0.000001077237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013594112,0.000017861947,0.0004965194,0.00026508945,0.000043363656,4.6027674e-7,0.00009195266,0.03942183,0.7680508,0.0007444049,0.0009747635,0.18987937],"study_design_scores_gemma":[0.0004163405,0.00017200595,0.0012743925,0.000020195685,0.000014303378,0.0000065911036,0.00009105464,0.0510533,0.84638315,0.00021623562,0.10014652,0.00020588786],"about_ca_topic_score_codex":0.0000013677488,"about_ca_topic_score_gemma":0.000005762908,"teacher_disagreement_score":0.18967348,"about_ca_system_score_codex":0.000007986067,"about_ca_system_score_gemma":0.0000024897113,"threshold_uncertainty_score":0.23628202},"labels":[],"label_agreement":null},{"id":"W2100772204","doi":"10.1109/ccece.2007.361","title":"Characterization of Work and Power Efficiency of Micromachined Polymer Thermal Actuators","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Microscale chemistry; Materials science; Surface micromachining; Thermal; Comb drive; Polymer; Deflection (physics); Mechanical engineering; Silicon; Optoelectronics; Electrical engineering; Composite material; Engineering; Fabrication; Optics; Physics","score_opus":0.0032380150523467046,"score_gpt":0.1937196095084722,"score_spread":0.1904815944561255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100772204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98143744,0.00010283589,0.017389573,0.000009053981,0.000048102793,0.00004188598,0.0000014933113,0.00011181148,0.0008578185],"genre_scores_gemma":[0.9990325,0.000018508417,0.0008801609,0.000004321647,0.0000035797423,4.6790151e-7,0.0000011210177,0.00000799392,0.000051337698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997099,5.879376e-7,0.000119088574,0.000047725065,0.000037291153,0.000085391184],"domain_scores_gemma":[0.9998629,0.000014430283,0.000024839339,0.00007663079,0.0000089097175,0.0000122560195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039367726,0.00005450885,0.000083570805,0.000060142534,0.000007925482,0.000001320162,0.000039724575,0.000046697623,0.000025375435],"category_scores_gemma":[0.000005492954,0.000043261294,0.000013570343,0.00012185385,0.00003764291,0.000043234635,0.000014093803,0.000036187797,4.2930418e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061128067,0.000008462627,0.00079498667,0.000008053995,0.0000050363356,2.6535056e-7,0.0000917408,0.000003829362,0.9870639,0.0003116985,0.0000011555304,0.0117047625],"study_design_scores_gemma":[0.00007798313,0.0000191448,0.042021643,0.000007902543,0.0000019608897,3.5940715e-7,0.000029934241,0.000009747898,0.95771587,0.000010795452,0.0000590844,0.00004555144],"about_ca_topic_score_codex":0.0000018471849,"about_ca_topic_score_gemma":7.2315083e-7,"teacher_disagreement_score":0.041226655,"about_ca_system_score_codex":0.000003775665,"about_ca_system_score_gemma":0.00000143483,"threshold_uncertainty_score":0.17641443},"labels":[],"label_agreement":null},{"id":"W2100829238","doi":"10.1109/robot.2006.1641723","title":"Calibration of multi-axis MEMS force sensors using the shape from motion method","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Calibration; Microelectromechanical systems; Capacitive sensing; Computer science; Linearity; Motion (physics); Acoustics; Electronic engineering; Physics; Artificial intelligence; Engineering; Optoelectronics","score_opus":0.0261694327462415,"score_gpt":0.27058492611336965,"score_spread":0.24441549336712814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100829238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44838044,0.00008273048,0.5510413,0.0000151462355,0.00004747997,0.000057237685,0.0000045283696,0.00022898168,0.00014216595],"genre_scores_gemma":[0.7759209,0.000015235458,0.22390835,0.0000050973663,0.00003020895,0.0000029774894,0.000005678977,0.000013200463,0.00009835297],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996093,0.000004643427,0.00014454195,0.00008483705,0.00006235229,0.0000943229],"domain_scores_gemma":[0.9997439,0.000056641053,0.000028689848,0.00014789491,0.00001570478,0.0000071925497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050580144,0.000076534845,0.00009367899,0.000033527165,0.00003359613,0.000007904788,0.00006267724,0.00007314864,0.000028782271],"category_scores_gemma":[0.000015291711,0.00005323553,0.000032464897,0.00010387565,0.00002173647,0.00012300813,0.000016764343,0.00006772304,7.728088e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.9333194e-7,0.0000044061453,0.000040505263,0.0000043249433,0.0000059945573,2.506112e-7,0.00002740246,0.26529884,0.7289541,0.00033688982,0.000025391224,0.005301095],"study_design_scores_gemma":[0.000061135455,0.0000026063938,0.00024782185,0.000003814644,0.000004251657,5.450538e-7,0.00011342581,0.51842034,0.47998887,0.0010490422,0.000067767236,0.000040407536],"about_ca_topic_score_codex":0.0005979219,"about_ca_topic_score_gemma":0.00010076898,"teacher_disagreement_score":0.32754046,"about_ca_system_score_codex":0.000020495858,"about_ca_system_score_gemma":0.0000018125282,"threshold_uncertainty_score":0.2170882},"labels":[],"label_agreement":null},{"id":"W2101808811","doi":"10.1109/jmems.2008.2008626","title":"Linear Bilayer ALD Coated MEMS Varactor With High Tuning Capacitance Ratio","year":2008,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Varicap; Capacitance; Materials science; Microelectromechanical systems; Optoelectronics; Deep reactive-ion etching; Bilayer; Dielectric; Atomic layer deposition; Composite material; Etching (microfabrication); Reactive-ion etching; Layer (electronics); Membrane; Chemistry; Electrode","score_opus":0.0129167138827096,"score_gpt":0.1983527641686266,"score_spread":0.185436050285917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101808811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183473,0.0015916874,0.078965515,0.00007564648,0.00054897607,0.00016883569,0.0000053215476,0.000253403,0.000043314427],"genre_scores_gemma":[0.9944771,0.0007685277,0.004231463,0.000021507487,0.00030190725,0.000008213552,0.0000017310285,0.00005919573,0.00013038078],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984181,0.000017726554,0.00064940506,0.00016102105,0.0003219565,0.00043182293],"domain_scores_gemma":[0.9990486,0.00008793958,0.00029357575,0.00022501354,0.00021767686,0.00012723102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020822774,0.00025167296,0.0005878643,0.00017211407,0.00010234566,0.000025174233,0.00029002535,0.00019852321,0.000013191244],"category_scores_gemma":[0.000056590725,0.00018247246,0.00009541788,0.00038789262,0.00004889645,0.0002805952,0.000013157064,0.00074063096,0.000012460823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054813016,0.000029701685,0.000011888331,0.000034684646,0.00012404795,0.00019217505,0.00005158669,0.0018879736,0.9966378,0.00020426103,0.0006247123,0.00014630728],"study_design_scores_gemma":[0.0009830055,0.0009919018,0.00004500223,0.00023920549,0.000036158453,0.0038064034,0.00011235199,0.002420097,0.98533773,0.000100701174,0.005585296,0.0003421572],"about_ca_topic_score_codex":0.000022177384,"about_ca_topic_score_gemma":0.000008228868,"teacher_disagreement_score":0.07612977,"about_ca_system_score_codex":0.00021267119,"about_ca_system_score_gemma":0.000055476303,"threshold_uncertainty_score":0.7441011},"labels":[],"label_agreement":null},{"id":"W2101881296","doi":"10.1109/icmens.2003.1222009","title":"Application of adaptive multilevel substructuring technique to model CMOS micromachined thermistor gas sensor, part (I): A feasibility study","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microheater; Nonlinear system; Parametric statistics; Computer science; Microelectromechanical systems; Speedup; Surface micromachining; CMOS; Electronic engineering; Materials science; Engineering; Mathematics; Parallel computing","score_opus":0.022405391008139347,"score_gpt":0.2598433050070481,"score_spread":0.23743791399890876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101881296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58532983,0.000011019491,0.4127903,0.000009795903,0.000014296067,0.0010573333,0.000011426301,0.0005749326,0.00020106924],"genre_scores_gemma":[0.8570859,0.0000038208314,0.14255688,0.0000065271015,0.000008819877,0.00028142368,0.0000012899726,0.000027091806,0.000028237375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917126,0.0000037539842,0.0002590841,0.00027156726,0.00010465893,0.0001896525],"domain_scores_gemma":[0.99937725,0.000015561975,0.00003983783,0.0004697408,0.000050132054,0.000047490666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084758765,0.00018200593,0.0002238201,0.00008050909,0.000040060146,0.000004393605,0.00017462434,0.00008946291,0.0000030964636],"category_scores_gemma":[0.000023294433,0.0001619462,0.000044739223,0.00013581317,0.000033441553,0.00009087566,0.000056510886,0.0001482117,0.0000035974354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025038977,0.00009596562,0.000091787595,0.000017752247,0.000015509098,0.0000010453192,0.00031835632,0.18678787,0.8084206,0.0002704998,0.0000037184207,0.0039518764],"study_design_scores_gemma":[0.00056429516,0.00012564698,0.0018116811,0.000017194141,0.000009562777,0.000003506405,0.00044022538,0.023132186,0.967631,0.0059943073,0.00002345031,0.0002469674],"about_ca_topic_score_codex":0.000114479415,"about_ca_topic_score_gemma":0.00014821455,"teacher_disagreement_score":0.27175608,"about_ca_system_score_codex":0.0001875436,"about_ca_system_score_gemma":0.00001245148,"threshold_uncertainty_score":0.6603974},"labels":[],"label_agreement":null},{"id":"W2101979570","doi":"10.1109/cjece.2004.1532523","title":"Modelling surface-micromachined electrothermal actuators","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Surface micromachining; Mechanical engineering; Process (computing); Materials science; Surface (topology); Computer science; Engineering; Electrical engineering; Fabrication","score_opus":0.0040639470416528566,"score_gpt":0.15369115963676397,"score_spread":0.1496272125951111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101979570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55195546,0.0014610139,0.44635808,0.000025356983,0.00010803527,0.00002390899,5.3562746e-7,0.000054385277,0.000013208082],"genre_scores_gemma":[0.9683263,0.00014092746,0.031372048,0.000017625181,0.0001153103,4.74172e-7,2.9615208e-7,0.000024489338,0.0000025383727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999331,0.0000013405975,0.00019146217,0.000075629076,0.000057663983,0.00034289435],"domain_scores_gemma":[0.9995948,0.00002357276,0.000023304216,0.000060926028,0.000026507581,0.00027086635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004417276,0.00013761585,0.00018684678,0.00019046424,0.00004217447,0.000035666526,0.00012451528,0.00007547549,0.0000022604602],"category_scores_gemma":[0.0000067665883,0.00012797414,0.000049967275,0.00020088258,0.000014596923,0.000120140656,0.0000055057376,0.00035671,8.7989594e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016208267,0.0000023663358,0.000021400725,0.000008497174,0.000028043467,0.00006266793,0.00005020488,0.98504484,0.004571358,0.00090129446,0.000024129962,0.0092835715],"study_design_scores_gemma":[0.0006381016,0.0002284043,0.00027578595,0.00009261414,0.000017685621,0.00053648464,0.0000046115024,0.9720144,0.021521632,0.0014476697,0.0028512022,0.0003713818],"about_ca_topic_score_codex":0.00011490551,"about_ca_topic_score_gemma":0.000047076726,"teacher_disagreement_score":0.41637084,"about_ca_system_score_codex":0.00013107371,"about_ca_system_score_gemma":0.00007571131,"threshold_uncertainty_score":0.5218634},"labels":[],"label_agreement":null},{"id":"W2103183826","doi":"10.1109/icmens.2005.67","title":"MEMS Design for Fabrication","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Microfabrication; Fabrication; Parametric statistics; Commercialization; Process (computing); Computer science; Parametric design; Focus (optics); Electronic engineering; Mechanical engineering; Systems engineering; Engineering; Materials science; Nanotechnology","score_opus":0.01719101659065665,"score_gpt":0.22249811253288584,"score_spread":0.2053070959422292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103183826","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010446536,0.00011540188,0.9829091,0.000031717365,0.00006279311,0.00011439538,6.6519857e-7,0.0009935237,0.005325864],"genre_scores_gemma":[0.7622777,0.000027749744,0.23623148,0.000008427404,0.000056737365,0.000085048196,0.0000034016057,0.000013086148,0.0012963637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998264,1.7520964e-7,0.000045176857,0.000040344818,0.000016955268,0.000070992355],"domain_scores_gemma":[0.99989617,0.000021050624,0.000004159487,0.0000633109,0.000010947409,0.000004358482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017252332,0.000033544136,0.000032877608,0.000019757974,0.000014126835,0.0000041326243,0.000032672262,0.000027521915,0.000006281949],"category_scores_gemma":[0.0000078104795,0.000029045055,0.000011102579,0.000039245027,0.0000056864205,0.000039490507,0.0000026491139,0.000015571191,0.00000806183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000209583,0.000008351039,0.000009156907,0.000014592949,0.00000472988,2.0345864e-7,0.0000048833886,0.057110596,0.824058,0.01643732,0.054616377,0.047733717],"study_design_scores_gemma":[0.00009182666,0.000013317317,0.00019725027,0.0000015194098,0.0000018723591,3.7922013e-7,0.000011579697,0.008590354,0.90327585,0.033570364,0.054173607,0.0000721093],"about_ca_topic_score_codex":0.0000040640384,"about_ca_topic_score_gemma":0.000002932182,"teacher_disagreement_score":0.7518312,"about_ca_system_score_codex":0.000011871027,"about_ca_system_score_gemma":9.3906004e-7,"threshold_uncertainty_score":0.1184423},"labels":[],"label_agreement":null},{"id":"W2103184464","doi":"10.1109/jmems.2003.820280","title":"Micro-Raman measurement of bending stresses in micromachined silicon flexures","year":2003,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Massachusetts Institute of Technology; National Science Foundation","keywords":"Bending; Microsystem; Materials science; Silicon; Raman spectroscopy; Stress (linguistics); Surface micromachining; Deep reactive-ion etching; Nanotechnology; Optoelectronics; Composite material; Reactive-ion etching; Optics; Etching (microfabrication); Fabrication; Physics","score_opus":0.01243766256719684,"score_gpt":0.21870368604432786,"score_spread":0.20626602347713102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103184464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98341274,0.012638219,0.0030997568,0.000021095206,0.0004811679,0.00017675712,0.000004037842,0.0000601765,0.00010606887],"genre_scores_gemma":[0.9977524,0.0006549957,0.0014935256,0.0000040974205,0.00004670165,0.0000048326906,4.3455876e-7,0.000033372522,0.00000960992],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813074,0.000047287802,0.00097269355,0.00013902286,0.0003229517,0.00038727626],"domain_scores_gemma":[0.9992163,0.00006897126,0.0003118924,0.00018670004,0.00014314172,0.00007295254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006250266,0.00021510915,0.0006269451,0.00034315206,0.000027553135,0.000024646319,0.0002828192,0.00017048353,0.000009414707],"category_scores_gemma":[0.00019953841,0.00018351688,0.0001429535,0.00032185414,0.000024790577,0.00012136688,0.000019307201,0.0004737685,0.0000015868716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000210737,0.00006962792,0.000092249116,0.00016186717,0.00008521964,0.000023137794,0.00003269318,0.0009918403,0.9968671,0.00076122367,0.00017554864,0.00071840076],"study_design_scores_gemma":[0.0007612304,0.00036454166,0.00014484402,0.000429754,0.000022614337,0.00024224342,0.0002103818,0.00007267643,0.99535066,0.00056649925,0.0016561706,0.00017836255],"about_ca_topic_score_codex":0.000019626976,"about_ca_topic_score_gemma":0.000037167767,"teacher_disagreement_score":0.01433971,"about_ca_system_score_codex":0.00032817753,"about_ca_system_score_gemma":0.00004675133,"threshold_uncertainty_score":0.7483601},"labels":[],"label_agreement":null},{"id":"W2103229376","doi":"10.1109/jstqe.2004.830616","title":"Three-Dimensional SOI-MEMS Constructed by Buckled Bridges and Vertical Comb Drive Actuator","year":2004,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Microelectromechanical systems; Actuator; Silicon on insulator; Comb drive; Vertical displacement; Photolithography; Displacement (psychology); Materials science; Bridge (graph theory); Structural engineering; Lithography; Silicon; Optoelectronics; Engineering; Electrical engineering; Fabrication","score_opus":0.006223706111794764,"score_gpt":0.21846318358668562,"score_spread":0.21223947747489086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103229376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893631,0.004546206,0.005100537,0.00041173177,0.00032638825,0.000111292626,0.0000042961233,0.00012620386,0.00001026195],"genre_scores_gemma":[0.9955666,0.0020764074,0.0021637303,0.000050591676,0.00009997592,0.0000030582792,0.0000030545482,0.000033320764,0.0000032249768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985346,0.000007657063,0.0005321748,0.00016299245,0.00025531,0.000507223],"domain_scores_gemma":[0.999334,0.000100156256,0.000094137074,0.00013781516,0.00023131806,0.00010259725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011203748,0.00023197492,0.00042183732,0.00018270634,0.000060117036,0.000028293036,0.0001968334,0.0002518806,0.000005313155],"category_scores_gemma":[0.00016837871,0.00021462914,0.00005338684,0.00037439066,0.00014478368,0.0001827016,0.000021267708,0.0011089029,0.0000014046088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013488029,0.00016432293,0.0006586943,0.000048576083,0.00021526351,0.00011937415,0.00009437849,0.00785803,0.9722628,0.007610363,0.0013018314,0.009531508],"study_design_scores_gemma":[0.0052618287,0.0013759147,0.005255858,0.0002592857,0.00008470333,0.0010400232,0.00008026336,0.013855996,0.9103901,0.059200857,0.0024589957,0.00073617033],"about_ca_topic_score_codex":0.000013578177,"about_ca_topic_score_gemma":0.0001845066,"teacher_disagreement_score":0.061872672,"about_ca_system_score_codex":0.00035101085,"about_ca_system_score_gemma":0.00021317173,"threshold_uncertainty_score":0.8752322},"labels":[],"label_agreement":null},{"id":"W2104052271","doi":"10.1186/s40486-015-0024-0","title":"Ultra low actuation voltage RF MEMS switch","year":2015,"lang":"en","type":"article","venue":"Micro and Nano Systems Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Voltage; Insertion loss; Electrical engineering; CMOS; Low voltage; Materials science; Electronic engineering; Optoelectronics; Engineering","score_opus":0.010654619937408783,"score_gpt":0.19697278398277387,"score_spread":0.18631816404536508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104052271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986024,0.0017470332,0.010251888,0.00016931588,0.0007694387,0.00018363875,0.0000072851994,0.00054521405,0.00030215466],"genre_scores_gemma":[0.99926764,0.0001354737,0.0001301534,0.00010595487,0.00011751642,0.000025474024,0.000007463854,0.000027928487,0.00018242579],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993306,0.0000018696019,0.00018028461,0.00015999244,0.00009727614,0.00022996982],"domain_scores_gemma":[0.9996767,0.000021515232,0.000034024448,0.00018294751,0.000020732794,0.00006409982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011322412,0.0001531168,0.0001820326,0.00009351449,0.000042362924,0.000047848,0.000093530434,0.00010060891,0.0000014657869],"category_scores_gemma":[0.000015818934,0.00013590149,0.000026084657,0.00011367673,0.000036406516,0.00015819147,0.000013941805,0.000105897925,0.00003052311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030291885,0.0000037161694,0.000068254725,0.000073651165,0.000015375284,0.000006412914,0.00017739357,0.0007037817,0.9878685,0.000010177415,0.009630496,0.0014392337],"study_design_scores_gemma":[0.00055498566,0.000028611787,0.0001300866,0.00011116965,0.000011086602,0.000045821915,0.0005295616,0.00015944416,0.93616664,0.00002785224,0.061922193,0.0003125551],"about_ca_topic_score_codex":0.000054877783,"about_ca_topic_score_gemma":0.000006116079,"teacher_disagreement_score":0.052291695,"about_ca_system_score_codex":0.000066883855,"about_ca_system_score_gemma":0.0000055447686,"threshold_uncertainty_score":0.5541902},"labels":[],"label_agreement":null},{"id":"W2104099389","doi":"10.1109/ccece.2008.4564712","title":"Design of a PZT-based MEMS Rotman lens","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Lens (geology); Microelectromechanical systems; Luneburg lens; Beam steering; Microstrip; Radar; Optics; Materials science; Engineering; Computer science; Optoelectronics; Beam (structure); Physics; Electrical engineering; Antenna (radio); Aerospace engineering","score_opus":0.027156436144813115,"score_gpt":0.18629685770033141,"score_spread":0.1591404215555183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104099389","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45133018,0.00037780753,0.5441093,0.000344439,0.00024138231,0.0006101741,0.0000129879245,0.0012168877,0.001756852],"genre_scores_gemma":[0.99084175,0.00032955175,0.00860981,0.00006685672,0.00004892208,0.000045245743,0.0000024435587,0.00003455068,0.000020884983],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863386,0.0000018270189,0.00026368332,0.00032457837,0.00016481112,0.0006112653],"domain_scores_gemma":[0.9993339,0.00004912375,0.000040278053,0.00012447308,0.00016253031,0.0002896935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000061283215,0.00032206977,0.00037654172,0.00045322726,0.00009241207,0.00004915164,0.0002827423,0.00018716807,0.00001811679],"category_scores_gemma":[0.000028767829,0.0003248734,0.000042044972,0.00040744955,0.00008724108,0.00017479896,0.000021992215,0.00040804571,0.0000055415976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013364022,0.00022156135,0.0021362382,0.0010814852,0.00039262985,0.00031387722,0.0023132113,0.16056335,0.43268773,0.20557778,0.0043262388,0.19025227],"study_design_scores_gemma":[0.00032338107,0.00036190945,0.0011136967,0.00014526791,0.000010187772,0.000038279206,0.000011824849,0.96875554,0.027462844,0.00041578474,0.0008883068,0.00047300302],"about_ca_topic_score_codex":0.00034541375,"about_ca_topic_score_gemma":0.000104244704,"teacher_disagreement_score":0.8081922,"about_ca_system_score_codex":0.00010667073,"about_ca_system_score_gemma":0.00019679975,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2104730839","doi":"10.1109/ccece.2006.277563","title":"Active Microgripper Interface Used in Microassembly of MEMS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Interface (matter); Grippers; Actuator; Microelectromechanical systems; Hinge; Mechanical engineering; Computer science; Interchangeability; Materials science; Engineering; Nanotechnology; Artificial intelligence","score_opus":0.006194259410260587,"score_gpt":0.2213473274558045,"score_spread":0.2151530680455439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104730839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99157387,0.00034831098,0.0022067353,0.000028103603,0.00005956243,0.00007277436,0.0000028919164,0.00027172,0.0054360423],"genre_scores_gemma":[0.99578726,0.000043446234,0.0038682835,0.0000030540061,0.000007864759,0.000006268034,0.0000010520304,0.000013324799,0.00026944056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996045,9.0394076e-7,0.00013646198,0.000082236416,0.000035176978,0.00014070373],"domain_scores_gemma":[0.999834,0.000018998775,0.0000144376,0.000114699,0.000010314872,0.0000075251883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001965306,0.0000812528,0.0001276295,0.00008667037,0.0000052524338,0.0000033991778,0.00008499501,0.00006980856,0.0000180107],"category_scores_gemma":[0.0000042607144,0.00007257836,0.000024570376,0.00013252458,0.000028344299,0.00007740015,0.00002380869,0.00009200766,0.000007920288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032076189,0.00001575441,0.00025093005,0.000010960588,0.000004646167,0.0000012784428,0.00003432117,0.0016937056,0.99362236,0.00013218279,0.000413076,0.0038175944],"study_design_scores_gemma":[0.0001980192,0.0000124115495,0.0025961108,0.000016370012,0.000001335985,0.0000012098802,0.00022542794,0.0000801663,0.9933344,0.00052810955,0.0029217552,0.000084699386],"about_ca_topic_score_codex":0.00014890208,"about_ca_topic_score_gemma":0.00047299376,"teacher_disagreement_score":0.005166602,"about_ca_system_score_codex":0.000035164074,"about_ca_system_score_gemma":0.000002771945,"threshold_uncertainty_score":0.29596597},"labels":[],"label_agreement":null},{"id":"W2104735782","doi":"10.1115/detc2012-71268","title":"Low Voltage Electrostatic Actuation and Displacement Measurement Through Resonant Drive Circuit","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Voltage; Capacitance; Comb drive; Microelectromechanical systems; Displacement (psychology); Capacitor; Control theory (sociology); Materials science; Electrical engineering; Engineering; Physics; Computer science; Optoelectronics","score_opus":0.0216334849154273,"score_gpt":0.22761910166141777,"score_spread":0.20598561674599047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104735782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51795006,0.0024241575,0.47421327,0.000084750885,0.00020684852,0.0003839975,0.0000030726428,0.0007477317,0.003986131],"genre_scores_gemma":[0.9971681,0.00065363024,0.001945401,0.00003845402,0.000028649752,0.00004199917,0.0000027750602,0.000016993938,0.00010396492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993161,0.0000016902031,0.00011708204,0.00009575128,0.00017499088,0.000294363],"domain_scores_gemma":[0.9997744,0.000016465445,0.000017258411,0.0001332476,0.000021376067,0.000037235503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106930514,0.00011424086,0.00009957155,0.00002844558,0.000045612138,0.0000124116295,0.000043199587,0.000045797253,0.00002914333],"category_scores_gemma":[0.000029694269,0.0000927744,0.000015639596,0.00006705697,0.000022548127,0.0002569128,0.000020555577,0.000085617954,0.000015336698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005650778,0.000040432424,0.00016164129,0.00006899059,0.000037269252,8.559117e-7,0.0007582922,0.000074594216,0.9335892,0.008421771,0.0010928005,0.055748507],"study_design_scores_gemma":[0.0003840258,0.00008227693,0.003814403,0.000048980142,0.000021822432,0.0000040752607,0.0005273921,0.0006308085,0.96963173,0.0052449023,0.019329581,0.00027997306],"about_ca_topic_score_codex":0.0000060022753,"about_ca_topic_score_gemma":0.000020271098,"teacher_disagreement_score":0.4792181,"about_ca_system_score_codex":0.00013443007,"about_ca_system_score_gemma":0.0000048410766,"threshold_uncertainty_score":0.378323},"labels":[],"label_agreement":null},{"id":"W2104996817","doi":"10.1109/sensor.2007.4300336","title":"Design and Fabrication of an Electrostatic Micromotor with a Low Operating Voltage","year":2007,"lang":"en","type":"article","venue":"TRANSDUCERS 2007 - 2007 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rotor (electric); Voltage; Fabrication; Torque; Electrical engineering; Low voltage; Computer science; Engineering; Materials science; Physics","score_opus":0.007695466716684546,"score_gpt":0.23574217945693993,"score_spread":0.22804671274025537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104996817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6512148,0.00017322713,0.3478413,0.000012177794,0.000152562,0.00033461204,0.000040106395,0.00012506955,0.000106178864],"genre_scores_gemma":[0.9848267,0.00062868197,0.014248975,0.000027379918,0.000053247153,0.000009145894,0.00002762613,0.00004754982,0.00013072639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854374,0.000015551524,0.00048678892,0.00034801709,0.00020533608,0.0004005584],"domain_scores_gemma":[0.99922216,0.00010164397,0.00013205546,0.00017429651,0.00023856756,0.00013127382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003525351,0.00030488122,0.00034033827,0.00020930891,0.000089777175,0.00008644345,0.00017540579,0.00011930288,0.000024390809],"category_scores_gemma":[0.000021120342,0.00027353736,0.000029615127,0.00012822966,0.00017654453,0.0003452344,0.000018138424,0.00021655994,0.000002546972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009138631,0.00003970843,0.00010287373,0.00015045199,0.00010422426,0.000023178849,0.0019540705,0.0015365563,0.979532,0.00012116142,0.000056352623,0.016288007],"study_design_scores_gemma":[0.0012158119,0.0003448381,0.0011073005,0.00031723277,0.000034790948,0.00014272938,0.001430592,0.02236145,0.97118324,0.00019265484,0.0011030994,0.00056626415],"about_ca_topic_score_codex":0.000118397584,"about_ca_topic_score_gemma":0.000066226115,"teacher_disagreement_score":0.3336119,"about_ca_system_score_codex":0.00008844769,"about_ca_system_score_gemma":0.000043814543,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W2105068986","doi":"10.3390/s6080823","title":"Single-crystal Sapphire Based Optical Polarimetric Sensor for High Temperature Measurement","year":2006,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Energy Technology Laboratory; U.S. Department of Energy","keywords":"Birefringence; Materials science; Interferometry; Polarimetry; Sapphire; Temperature measurement; Optoelectronics; Interference (communication); Optics; Electromagnetic interference; Electronic engineering; Laser; Computer science; Physics; Engineering; Telecommunications; Channel (broadcasting)","score_opus":0.014012747963055608,"score_gpt":0.1956417541953969,"score_spread":0.1816290062323413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105068986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994751,0.00039075874,0.002012974,0.00021880503,0.00032067837,0.00034653203,0.000037933285,0.0012308238,0.00069051556],"genre_scores_gemma":[0.9650942,0.000004913933,0.03444358,0.000024512725,0.00018428748,0.000017272281,0.000020104162,0.00005732018,0.00015382734],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989097,0.000004137309,0.00020738383,0.00022849519,0.0002580207,0.00039227714],"domain_scores_gemma":[0.99952954,0.00005215225,0.000024511817,0.0002453156,0.00009986302,0.00004863236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009132036,0.00022080823,0.00021745145,0.0001957035,0.000081577986,0.00003377664,0.00009795137,0.00021843147,0.000007597278],"category_scores_gemma":[0.00012642232,0.00020276748,0.00008818418,0.0003392367,0.000050502596,0.000050500792,0.000013357228,0.00020056768,0.00000850693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013344434,0.000047111018,0.000025678622,0.000046927962,0.000018693056,0.000011461099,0.000003426089,0.018874502,0.9776899,0.00067875447,0.0011530973,0.0014370828],"study_design_scores_gemma":[0.0007277536,0.000115411705,0.0015772356,0.000034450244,0.00002849512,0.000008024614,0.00006259456,0.0011270158,0.9840562,0.0006139984,0.011279834,0.00036900834],"about_ca_topic_score_codex":0.000024986946,"about_ca_topic_score_gemma":0.00003223833,"teacher_disagreement_score":0.032430604,"about_ca_system_score_codex":0.00016988096,"about_ca_system_score_gemma":0.0000131765455,"threshold_uncertainty_score":0.8268618},"labels":[],"label_agreement":null},{"id":"W2105325326","doi":"10.1109/mwscas.2007.4488764","title":"Design considerations in MEMS parallel plate variable capacitors","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Varicap; Capacitance; Capacitor; Microelectromechanical systems; Variable capacitor; Parasitic capacitance; Finite element method; Variable (mathematics); Electronic engineering; Expression (computer science); Residual stress; Etching (microfabrication); Computer science; Engineering; Electrical engineering; Materials science; Structural engineering; Optoelectronics; Physics; Mathematics; Layer (electronics); Nanotechnology; Mathematical analysis; Voltage","score_opus":0.036233948617137496,"score_gpt":0.2388385852737402,"score_spread":0.2026046366566027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105325326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50304884,0.00045170958,0.47003326,0.00015533836,0.00042253977,0.000540065,0.0000028864883,0.0018192721,0.023526084],"genre_scores_gemma":[0.91647434,0.00012515957,0.08319769,0.000025323545,0.000029212317,0.00003686977,7.7098423e-7,0.00001778475,0.00009283283],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917835,5.3790654e-7,0.00022062952,0.00016737296,0.00008411709,0.00034901878],"domain_scores_gemma":[0.9996997,0.00006936941,0.000028319917,0.000069045214,0.000082328464,0.000051210754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021999633,0.00014372573,0.00015864099,0.00015241424,0.00005814703,0.000052580574,0.000102641774,0.0001437071,0.00005026581],"category_scores_gemma":[0.00012879049,0.00014505812,0.000013634975,0.00022523532,0.000064076936,0.00030052595,0.00002196695,0.00025488535,0.000016319209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013905626,0.000027784208,0.0009401672,0.00007325302,0.000021859942,0.000018897841,0.002176409,0.003902943,0.87351125,0.11447608,0.002114793,0.0027226766],"study_design_scores_gemma":[0.001059473,0.00012369484,0.0025646577,0.00024281153,0.000016937467,0.000057214063,0.0033932622,0.014065757,0.63418037,0.33769625,0.005633621,0.0009659303],"about_ca_topic_score_codex":0.000012903826,"about_ca_topic_score_gemma":0.000016045251,"teacher_disagreement_score":0.4134255,"about_ca_system_score_codex":0.00005946491,"about_ca_system_score_gemma":0.000024706094,"threshold_uncertainty_score":0.59152985},"labels":[],"label_agreement":null},{"id":"W2105391861","doi":"10.1109/icmens.2003.1222013","title":"Nonlinear effects in MEMS capacitive microphone design","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Materials science; Nonlinear system; Microphone; Deflection (physics); Diaphragm (acoustics); Voltage; Residual stress; Acoustics; Finite element method; Spring (device); Structural engineering; Mechanics; Sound pressure; Engineering; Electrical engineering; Physics; Vibration; Optics; Composite material; Optoelectronics","score_opus":0.008522025083371422,"score_gpt":0.2054745512092048,"score_spread":0.1969525261258334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105391861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7457863,0.000406118,0.25066656,0.00004290504,0.00016792356,0.00022502424,0.00000134631,0.000860957,0.0018428564],"genre_scores_gemma":[0.7471918,0.00017569929,0.25245285,0.000031705626,0.000022423277,0.000028343517,9.322108e-7,0.00002262281,0.000073622505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958783,0.0000013233661,0.00008537883,0.00009743915,0.00004038508,0.00018762556],"domain_scores_gemma":[0.99981916,0.00003767458,0.0000062274653,0.00010939849,0.0000066400476,0.000020926775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032096763,0.00009821851,0.000114379865,0.00008016188,0.000013270907,0.0000052898354,0.000067741865,0.00007728865,0.0000063474376],"category_scores_gemma":[0.000025326399,0.00008672858,0.000018175535,0.00017070415,0.000031906628,0.000054445823,0.000013356029,0.00013649603,0.000058169066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029871455,0.00001679779,0.0000041015605,0.000018345223,0.0000061359638,0.00003956308,0.00009980936,0.029721865,0.9667392,0.00024362758,0.000051448744,0.0030561294],"study_design_scores_gemma":[0.00046521137,0.00004507956,0.000107772095,0.000034545985,0.000001411007,0.0000045633815,0.00007300884,0.00018533567,0.9942082,0.0043713907,0.00038270917,0.00012077326],"about_ca_topic_score_codex":0.00004005218,"about_ca_topic_score_gemma":0.000048510774,"teacher_disagreement_score":0.029536529,"about_ca_system_score_codex":0.0000798672,"about_ca_system_score_gemma":0.000006175676,"threshold_uncertainty_score":0.35366887},"labels":[],"label_agreement":null},{"id":"W2105907817","doi":"10.1088/0960-1317/15/4/012","title":"A closed-form model for the pull-in voltage of electrostatically actuated cantilever beams","year":2005,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Finite element method; Deflection (physics); Voltage; Beam (structure); Capacitance; Mechanics; Nonlinear system; Electrostatics; Electric field; Materials science; Physics; Structural engineering; Engineering; Classical mechanics; Electrical engineering","score_opus":0.006392348457330856,"score_gpt":0.20429640930862603,"score_spread":0.19790406085129517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105907817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58608717,0.0023688409,0.4112448,0.00007551234,0.00006820506,0.00011544153,0.000012496695,0.000024690711,0.0000028264037],"genre_scores_gemma":[0.96776485,0.0031736474,0.028935373,0.00002018231,0.000034003653,0.0000052597966,7.8327446e-7,0.000033785345,0.000032096294],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991737,8.2640236e-7,0.0004111706,0.00007467909,0.00007228857,0.0002673078],"domain_scores_gemma":[0.99963874,0.000064022126,0.00008900574,0.00010481852,0.00006626408,0.000037151764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018587775,0.00014403678,0.00026841662,0.00016344046,0.00002489892,0.000013597169,0.00016475914,0.00007964178,0.0000017677813],"category_scores_gemma":[0.000032135184,0.00010868964,0.000079262136,0.0001201941,0.000014783755,0.0001240986,0.000026147844,0.00026526803,1.7293878e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001745587,0.000012439605,0.0000010145033,0.000061203216,0.000039756946,0.0000021516344,0.00018251404,0.08572521,0.89530826,0.00033809358,0.00009372673,0.018218199],"study_design_scores_gemma":[0.0005594371,0.00007159864,0.000023339468,0.00008761466,0.000026222653,0.00005216781,0.000066878354,0.56022555,0.43645036,0.000733299,0.0015878972,0.00011562081],"about_ca_topic_score_codex":0.0000018926604,"about_ca_topic_score_gemma":0.00001639909,"teacher_disagreement_score":0.47450036,"about_ca_system_score_codex":0.000067058936,"about_ca_system_score_gemma":0.000020688289,"threshold_uncertainty_score":0.44322348},"labels":[],"label_agreement":null},{"id":"W2106326364","doi":"10.1109/35.965375","title":"MEMS optical switches","year":2001,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Optical switch; Scalability; Fabrication; Actuator; Surface micromachining; Computer science; Process (computing); Electronic engineering; Materials science; Nanotechnology; Engineering","score_opus":0.03475220941535977,"score_gpt":0.27656813883059356,"score_spread":0.24181592941523378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106326364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.595465,0.007925681,0.044168007,0.0057469243,0.0008875903,0.00043895945,0.000012863095,0.006625781,0.3387292],"genre_scores_gemma":[0.9633193,0.0076203267,0.027995918,0.000043473992,0.000050992618,0.000060756425,0.00000988755,0.000029285327,0.00087006495],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995075,0.0000023122673,0.00016001496,0.000085697546,0.00006413744,0.0001803665],"domain_scores_gemma":[0.9983823,0.000072387236,0.00001551437,0.0014552987,0.000033516604,0.00004100012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056100067,0.00010472376,0.000116840536,0.00007418614,0.000087849934,0.000017479399,0.0006609905,0.00007315328,0.00002899807],"category_scores_gemma":[0.000035309524,0.00010288358,0.000034684595,0.00026253238,0.00013199548,0.00012125382,0.000103877246,0.00024050285,0.00038836026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005347396,0.00012175575,0.00020227728,0.000018269984,0.000049197864,0.00000698296,0.0000874698,0.0020925456,0.8550747,0.007045659,0.017238202,0.118057586],"study_design_scores_gemma":[0.00028899233,0.00003140697,0.0019442685,0.000029277371,0.000017177428,0.00004774314,0.000078660414,0.0036036468,0.051922996,0.0054348577,0.9362888,0.00031222266],"about_ca_topic_score_codex":0.0000020587713,"about_ca_topic_score_gemma":0.000058630667,"teacher_disagreement_score":0.9190506,"about_ca_system_score_codex":0.000037341077,"about_ca_system_score_gemma":0.000005500115,"threshold_uncertainty_score":0.4991715},"labels":[],"label_agreement":null},{"id":"W2106411471","doi":"10.1109/icmens.2005.16","title":"A New Method of Electrostatic Force Modeling for MEMS Sensors and Actuators","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Microelectromechanical systems; Finite element method; Capacitance; Voltage; Actuator; Electrostatics; Interconnection; Electric field; Electronic engineering; Chip; Electric potential; Materials science; Computer science; Electrical engineering; Engineering; Physics; Structural engineering; Optoelectronics; Electrode","score_opus":0.009052016169192788,"score_gpt":0.2597116624175717,"score_spread":0.25065964624837894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106411471","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19096586,0.00016511306,0.80810815,0.000020340038,0.000016218582,0.00010523421,0.0000015587068,0.00023991446,0.0003775991],"genre_scores_gemma":[0.38691846,0.00004936549,0.61262876,0.000003644099,0.000012423021,0.0000070853807,0.0000010776878,0.00001547058,0.0003636811],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996134,6.5308427e-7,0.00012210592,0.0000813574,0.00003623576,0.00014627067],"domain_scores_gemma":[0.9998149,0.000062712,0.000013477626,0.000078270255,0.000013200256,0.000017411505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003937818,0.00007840394,0.00012986243,0.00005247541,0.000015742604,0.000004763483,0.0000344694,0.000047775804,0.0000027830845],"category_scores_gemma":[0.000017662422,0.000067546265,0.00002568126,0.000066491404,0.0000066616085,0.000057118556,0.000008266441,0.000041944542,2.0949697e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007935345,0.0000033834292,0.000004400051,0.000078209036,0.000019705485,2.4927155e-7,0.00005225511,0.225299,0.7083015,0.011087353,0.00038283356,0.05476317],"study_design_scores_gemma":[0.00021307197,0.00003290607,0.000003068085,0.00000819856,0.000010528424,0.000002832467,0.00010063398,0.41901258,0.52227163,0.05786448,0.0003865517,0.00009352475],"about_ca_topic_score_codex":0.00007344578,"about_ca_topic_score_gemma":0.000031638843,"teacher_disagreement_score":0.1959526,"about_ca_system_score_codex":0.000011538535,"about_ca_system_score_gemma":0.0000050891963,"threshold_uncertainty_score":0.27544567},"labels":[],"label_agreement":null},{"id":"W2107180104","doi":"10.1109/tro.2009.2034831","title":"Autonomous Robotic Pick-and-Place of Microobjects","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Robotics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microscale chemistry; SMT placement equipment; Microelectromechanical systems; Robot; Computer science; Mechanical engineering; Grippers; Nanotechnology; Simulation; Artificial intelligence; Engineering; Materials science","score_opus":0.00902596309908651,"score_gpt":0.21508210121997662,"score_spread":0.2060561381208901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107180104","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06688914,0.00027069193,0.9310764,0.0001962746,0.00037024828,0.00012971004,0.0000048878865,0.00066107046,0.00040160277],"genre_scores_gemma":[0.9627481,0.0004369887,0.036513496,0.000034420944,0.000010250821,0.0000032884839,4.106224e-7,0.000018590392,0.00023442598],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994478,0.000002644769,0.00017307559,0.00012235169,0.00006902155,0.0001851082],"domain_scores_gemma":[0.9996686,0.00004041446,0.00002244069,0.00020850953,0.000018576626,0.000041445015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025464302,0.00013988302,0.0001899782,0.000119932694,0.000050411876,0.000008201165,0.00008501489,0.00010930808,0.000006727483],"category_scores_gemma":[0.0000023996045,0.00014268463,0.00004873612,0.00015212035,0.000049655726,0.00007120213,4.5911216e-7,0.00021822742,0.000008942017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043804844,0.000039105103,4.2019752e-7,0.000020161955,0.000015328838,0.0000027021413,0.000051411524,0.9253115,0.05524505,0.00012372025,0.000038217368,0.019148014],"study_design_scores_gemma":[0.000665189,0.00046815386,0.00028603923,0.000107574706,0.00009417555,0.00004550494,0.00014048298,0.0666499,0.9296154,0.0012044754,0.0002482857,0.00047484087],"about_ca_topic_score_codex":0.0000026109183,"about_ca_topic_score_gemma":0.000013029603,"teacher_disagreement_score":0.895859,"about_ca_system_score_codex":0.00004348142,"about_ca_system_score_gemma":0.0000099609815,"threshold_uncertainty_score":0.581851},"labels":[],"label_agreement":null},{"id":"W2107669734","doi":"10.1109/mwsym.2005.1516777","title":"Multi-port RF MEMS waveguide switch","year":2005,"lang":"en","type":"article","venue":"IEEE MTT-S International Microwave Symposium Digest, 2005.","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Actuator; Return loss; Insertion loss; Extremely high frequency; Port (circuit theory); Redundancy (engineering); Bandwidth (computing); Communications satellite; Electrical engineering; Waveguide; Radio frequency; Electronic engineering; Materials science; Computer science; Optoelectronics; Engineering; Telecommunications; Satellite; Antenna (radio)","score_opus":0.012905477160833435,"score_gpt":0.24668371535959743,"score_spread":0.233778238198764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107669734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8335987,0.0013904058,0.019029243,0.0054712477,0.006848161,0.00065953156,0.00016860351,0.0032381003,0.12959604],"genre_scores_gemma":[0.97006315,0.0019128284,0.015319866,0.0003315112,0.0010694781,0.00007652547,0.000059569513,0.00013345016,0.011033603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99793977,0.000003841098,0.00058839645,0.00047026316,0.00034772622,0.0006500143],"domain_scores_gemma":[0.9990998,0.000051766638,0.00010785423,0.00047113065,0.00012763476,0.00014185204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014432264,0.00043262067,0.00031927245,0.00028931568,0.000091481,0.00008823713,0.00070594595,0.00026450885,0.0001410935],"category_scores_gemma":[0.000028581231,0.00044107402,0.000176833,0.00013613043,0.000113419475,0.0004851227,0.00009953805,0.00044125336,0.00057643733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012062867,0.00009315147,0.00019457513,0.000014227775,0.0001178983,0.000033300348,0.00009395704,0.011608726,0.97420686,0.00022249685,0.009910217,0.0034925358],"study_design_scores_gemma":[0.0005285575,0.000018072473,0.00038827912,0.000047858277,0.000015193805,0.00007329149,0.000037536418,0.0023320124,0.6921808,0.00013649403,0.30381808,0.00042380177],"about_ca_topic_score_codex":0.000036271005,"about_ca_topic_score_gemma":0.00032283584,"teacher_disagreement_score":0.29390785,"about_ca_system_score_codex":0.00047565956,"about_ca_system_score_gemma":0.000036547466,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W2107853533","doi":"10.1109/tmtt.2010.2079092","title":"Vertical High-$Q$ RF-MEMS Devices for Reactive Lumped-Element Circuits","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Capacitor; Inductor; Materials science; Variable capacitor; Electronic circuit; Q factor; Capacitive sensing; Optoelectronics; Cantilever; Microelectromechanical systems; Integrated circuit; Band-pass filter; Photoresist; Electrical engineering; Engineering; Layer (electronics); Resonator; Voltage; Nanotechnology","score_opus":0.008397034820445936,"score_gpt":0.24076000794842706,"score_spread":0.23236297312798113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107853533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51476115,0.000040832416,0.48305985,0.000037936654,0.00024077344,0.00031990407,0.000034208577,0.0010345943,0.00047077652],"genre_scores_gemma":[0.99279845,0.0002212963,0.0064447764,0.00006614457,0.000045151985,0.00030261645,0.0000031505351,0.000043122047,0.00007527738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992489,0.000006375237,0.0001826601,0.00023797675,0.00006487822,0.00025917578],"domain_scores_gemma":[0.999413,0.00023251021,0.0000142154395,0.0002440789,0.000039240756,0.0000569197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022533911,0.00021010265,0.00019436885,0.00013570793,0.00015979684,0.000026102221,0.00012431631,0.00021602734,0.00003405521],"category_scores_gemma":[0.000009259097,0.00019479441,0.00007071278,0.000089452355,0.00015841732,0.00015779707,0.0000018836905,0.0004500787,0.0000042518595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037685426,0.000042505737,3.0540562e-7,0.000031189993,0.000039064416,0.0000014196888,0.000053421372,0.000007902073,0.8291108,0.005163206,0.000049975697,0.16546254],"study_design_scores_gemma":[0.00018533957,0.00016415236,0.0000068415848,0.00003219513,0.00004126169,0.000014247649,0.000113038805,0.00000774338,0.95862013,0.0357688,0.0048160623,0.00023020047],"about_ca_topic_score_codex":0.0000041627886,"about_ca_topic_score_gemma":0.000067184825,"teacher_disagreement_score":0.47803733,"about_ca_system_score_codex":0.000031469695,"about_ca_system_score_gemma":0.0000086352775,"threshold_uncertainty_score":0.79434854},"labels":[],"label_agreement":null},{"id":"W2108081276","doi":"10.1007/s00542-012-1482-4","title":"Static characterization of microstructures using AOMSI and temporal phase-shifting (TPS) methods","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Toronto","funders":"","keywords":"Cantilever; Deflection (physics); Materials science; Interferometry; Voltage; Capacitor; Linearity; Characterization (materials science); Phase (matter); Acoustics; Optics; Electronic engineering; Physics; Engineering; Nanotechnology; Composite material; Electrical engineering","score_opus":0.02218597797984963,"score_gpt":0.3172843487922081,"score_spread":0.2950983708123585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108081276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945186,0.0034654278,0.04860662,0.000021713964,0.00024228366,0.00024932882,0.000043015836,0.0021711926,0.0000143901525],"genre_scores_gemma":[0.8625059,0.0002324512,0.13717492,0.0000034495145,0.000016945867,0.000015411862,0.000008812817,0.0000370532,0.000005042542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989133,0.000013174943,0.00041670215,0.00018093563,0.00008125009,0.0003946483],"domain_scores_gemma":[0.9993928,0.000050659033,0.00017102055,0.0003220621,0.000039819963,0.00002361816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026110042,0.00023862944,0.00039585461,0.0002633579,0.00008742897,0.000030164683,0.00020255877,0.0003049403,0.0000019251497],"category_scores_gemma":[0.000106272506,0.00021345366,0.000040444116,0.00031194594,0.00019239313,0.00033166338,0.00015096746,0.00021905356,9.56713e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039671445,0.0000118288945,0.0014680806,0.0004493082,0.00002709328,8.2350516e-7,0.00018564198,0.000013717927,0.959586,0.00019078165,0.0000050953117,0.038057618],"study_design_scores_gemma":[0.00027062962,0.0000314999,0.00061620184,0.00017779364,0.000021406811,0.000042546275,0.0015775698,0.00058701105,0.9947496,0.00038585166,0.0013084632,0.00023144422],"about_ca_topic_score_codex":0.000008098762,"about_ca_topic_score_gemma":0.00000147079,"teacher_disagreement_score":0.08856831,"about_ca_system_score_codex":0.000060278937,"about_ca_system_score_gemma":0.0000073351994,"threshold_uncertainty_score":0.87043875},"labels":[],"label_agreement":null},{"id":"W2108871335","doi":"10.1109/nano.2007.4601134","title":"Design of a High Sensitivity Capacitive Force Sensor","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"AUTO21 Network of Centres of Excellence; Networks of Centres of Excellence of Canada","keywords":"Capacitive sensing; Sensitivity (control systems); Microelectromechanical systems; Displacement (psychology); Capacitance; Finite element method; Fabrication; Reduction (mathematics); Materials science; Process (computing); Electronic engineering; Acoustics; Electrical engineering; Engineering; Computer science; Optoelectronics; Physics; Structural engineering; Mathematics","score_opus":0.014102380061641289,"score_gpt":0.21758586087599643,"score_spread":0.20348348081435513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108871335","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39047202,0.00001616748,0.60719615,0.0000068715112,0.00004010697,0.00006190551,0.000001925295,0.00037696154,0.0018278769],"genre_scores_gemma":[0.9060519,0.000022776454,0.09362361,0.000009443389,0.000012175819,0.0000014093375,4.4795624e-7,0.00001088036,0.00026737494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996102,0.0000022711677,0.000097974196,0.000071105846,0.00005403074,0.00016443149],"domain_scores_gemma":[0.9996752,0.0001491503,0.000014005313,0.000114267335,0.000027696593,0.000019679226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013498875,0.00007488702,0.00011634931,0.000053693686,0.0000140027905,0.000001660055,0.000025753148,0.000066655084,0.000009010797],"category_scores_gemma":[0.000033380125,0.00006583372,0.000018690926,0.00009643322,0.000047500977,0.000054129,0.000011407058,0.00007668096,0.000006214203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008557689,0.0000056291824,0.0000054660354,0.000011744167,0.000013652666,0.000020901729,0.00006193793,0.013501679,0.97638863,0.0020164938,0.000082184364,0.007883112],"study_design_scores_gemma":[0.00010449864,0.000027037102,0.00048462886,0.0000083330815,0.0000032247838,0.000010123594,0.00026461287,0.0015917505,0.99570143,0.0016386457,0.00007833494,0.000087388646],"about_ca_topic_score_codex":0.000027938197,"about_ca_topic_score_gemma":0.000022719008,"teacher_disagreement_score":0.5155799,"about_ca_system_score_codex":0.000022474767,"about_ca_system_score_gemma":0.0000023369976,"threshold_uncertainty_score":0.26846212},"labels":[],"label_agreement":null},{"id":"W2109028022","doi":"10.1088/0964-1726/16/5/029","title":"Millimeter-sized nanomanipulator with sub-nanometer positioning resolution and large force output","year":2007,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microactuator; Microelectromechanical systems; Materials science; Millimeter; Compliant mechanism; Capacitive sensing; Micrometer; Nanometre; Electronic engineering; Finite element method; Optics; Nanotechnology; Actuator; Engineering; Electrical engineering; Physics; Structural engineering","score_opus":0.006522434352897633,"score_gpt":0.20078256017418433,"score_spread":0.1942601258212867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109028022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953909,0.0007687888,0.003132057,0.00001096521,0.00020111841,0.00013042874,0.00003206626,0.00022830896,0.0001053902],"genre_scores_gemma":[0.9945851,0.00013959531,0.00511435,0.000023897108,0.00005954464,0.000005833587,0.000017916118,0.000024131275,0.000029643186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993305,0.0000043597456,0.0001624599,0.0001649523,0.000066868626,0.00027083352],"domain_scores_gemma":[0.99977535,0.000018683993,0.000032693686,0.000114473165,0.000014996867,0.000043775875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010732521,0.0001570485,0.00019393383,0.0000787228,0.00012872201,0.000060711,0.000040505816,0.00010225809,0.00000956654],"category_scores_gemma":[0.0000071611908,0.00011829979,0.000012995789,0.000050474897,0.00005402714,0.00012407235,0.000036183934,0.000054483306,6.25084e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006640978,0.000002005775,0.0002885597,0.000067685,0.000023295715,0.000008311664,0.00007436761,0.000012645739,0.9966143,0.0012205237,0.000024478346,0.0015974274],"study_design_scores_gemma":[0.0005818022,0.00010063146,0.06031186,0.00004446804,0.0000199713,0.000055262433,0.00007402433,0.000023398843,0.9337487,0.0032267526,0.001573867,0.00023923475],"about_ca_topic_score_codex":0.000009852093,"about_ca_topic_score_gemma":0.000041617237,"teacher_disagreement_score":0.06286556,"about_ca_system_score_codex":0.0000141153305,"about_ca_system_score_gemma":0.0000023698449,"threshold_uncertainty_score":0.48241252},"labels":[],"label_agreement":null},{"id":"W2109130690","doi":"10.1109/icmens.2005.43","title":"Dynamic Deflection of Electrostatic MEMS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microelectromechanical systems; Deflection (physics); Touchdown; Instability; Dielectric; Materials science; Voltage; Nonlinear system; Mechanics; Electrostatics; Membrane; Optics; Optoelectronics; Engineering; Electrical engineering; Physics; Chemistry","score_opus":0.0023615763064533807,"score_gpt":0.19899330998820594,"score_spread":0.19663173368175257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109130690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183798,0.00026082585,0.06702889,0.000012678865,0.00005644032,0.000042614618,5.8079837e-7,0.0006907172,0.013527455],"genre_scores_gemma":[0.99114406,0.00006469902,0.008387802,0.0000020156383,0.000003379791,0.0000043406567,0.0000014682355,0.0000082178985,0.00038400615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999768,2.957863e-7,0.0000753117,0.000039167546,0.00003099816,0.00008618578],"domain_scores_gemma":[0.9999066,0.000008107196,0.000008441598,0.00006484036,0.000007771987,0.0000042478578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000010611967,0.000041491196,0.000055668337,0.000044440123,0.000008814873,0.000001893314,0.000028053684,0.000028473865,0.0000122424135],"category_scores_gemma":[0.0000028647564,0.0000371214,0.000014465814,0.00010356726,0.000012332314,0.000037781978,0.0000036575082,0.000039300186,0.000004814665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.555681e-7,0.000004253261,0.000020962658,0.000011569341,0.0000027936503,2.839146e-7,0.0000024087776,0.0046647447,0.9893073,0.0014757235,0.0002666795,0.004242641],"study_design_scores_gemma":[0.00008496011,0.00002921101,0.0014246221,0.0000044141366,0.0000030506044,0.0000027779797,0.000019505092,0.0066296565,0.9716267,0.01910803,0.0009990528,0.00006804302],"about_ca_topic_score_codex":0.000039807648,"about_ca_topic_score_gemma":0.00019652351,"teacher_disagreement_score":0.07276427,"about_ca_system_score_codex":0.000022982646,"about_ca_system_score_gemma":0.0000016169114,"threshold_uncertainty_score":0.15137668},"labels":[],"label_agreement":null},{"id":"W2110160823","doi":"10.1109/eit.2009.5189606","title":"A Highly accurate method to calculate capacitance of MEMS sensors with circular membranes","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Deflection (physics); Capacitance; Capacitive sensing; Materials science; Microelectromechanical systems; Membrane; Voltage; Residual stress; Finite element method; Nonlinear system; Mechanics; Structural engineering; Optics; Physics; Optoelectronics; Composite material; Engineering; Electrical engineering; Chemistry; Electrode","score_opus":0.012134779347956525,"score_gpt":0.25001297138607464,"score_spread":0.2378781920381181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110160823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81197286,0.000269488,0.1831103,0.00025877048,0.00004725509,0.00019661874,0.0000046566734,0.00092345325,0.003216637],"genre_scores_gemma":[0.8685437,0.00006811562,0.13110483,0.00006276007,0.0000124199905,0.000008136626,6.90278e-7,0.000019405243,0.00017996455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992626,0.000003698045,0.0001788888,0.00017888848,0.00012502499,0.00025094967],"domain_scores_gemma":[0.9995384,0.00003066254,0.00002703147,0.0002995706,0.00004618789,0.00005813015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007409306,0.00016875913,0.00026885755,0.00010407075,0.000024113075,0.000008615429,0.00013458503,0.00007883848,0.000011269353],"category_scores_gemma":[0.00001845737,0.00012639322,0.000040302308,0.0003570264,0.000025289448,0.0001182726,0.000007222886,0.00010750161,0.000008646399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009958857,0.00000725971,0.0000031263971,0.000036866615,0.000026401241,0.000016190175,0.00010500407,0.12507582,0.86777365,0.0012466647,0.000061991486,0.00563709],"study_design_scores_gemma":[0.00019547188,0.00009519113,0.00030848026,0.00003890684,0.0000126151335,0.000017533892,0.00015093347,0.001658479,0.99285614,0.0009367947,0.003506873,0.00022254694],"about_ca_topic_score_codex":0.00002016748,"about_ca_topic_score_gemma":0.000011951026,"teacher_disagreement_score":0.12508254,"about_ca_system_score_codex":0.000024977751,"about_ca_system_score_gemma":0.0000053240124,"threshold_uncertainty_score":0.5154166},"labels":[],"label_agreement":null},{"id":"W2110417421","doi":"10.1088/0960-1317/16/3/002","title":"Fuse-tethers in MEMS","year":2006,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Joule heating; Fuse (electrical); Joule effect; Microelectromechanical systems; Fabrication; Substrate (aquarium); Reliability (semiconductor); Materials science; Electric heating; Process (computing); Joule (programming language); Silicon; Mechanical engineering; Structural engineering; Engineering; Composite material; Electrical engineering; Optoelectronics; Computer science; Physics; Power (physics)","score_opus":0.0020800641853121957,"score_gpt":0.15509793383880485,"score_spread":0.15301786965349265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110417421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816055,0.007841883,0.0100275865,0.000028717264,0.00030724856,0.00004145034,0.0000019699714,0.000073575255,0.000072040755],"genre_scores_gemma":[0.9903931,0.002217468,0.0072664153,0.0000065850577,0.00006364833,0.0000011347997,3.5573134e-7,0.00003136523,0.000019942214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993641,0.0000011543672,0.00030607724,0.000067080044,0.000056155994,0.0002054361],"domain_scores_gemma":[0.99980557,0.000016953963,0.000049560786,0.00007489715,0.000022651368,0.000030376095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011597945,0.00012524672,0.00021100584,0.00026026944,0.000013558843,0.000018287426,0.00010392116,0.00007742122,0.0000037985947],"category_scores_gemma":[0.000007702351,0.00011918551,0.00004555913,0.00014467402,0.000009826764,0.0001189022,0.000022634447,0.0002551494,8.3878314e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025545155,0.000008465601,0.0000116064975,0.00003144956,0.00000976519,0.00003732593,0.000031046504,0.008728356,0.98715675,0.0002879647,0.00017464327,0.0035200543],"study_design_scores_gemma":[0.0009829906,0.00008516672,0.0003911036,0.0002387359,0.000016752287,0.0005285794,0.00031377707,0.0032941757,0.9695872,0.003475312,0.020742811,0.00034340334],"about_ca_topic_score_codex":0.0000055427104,"about_ca_topic_score_gemma":0.00000862634,"teacher_disagreement_score":0.020568168,"about_ca_system_score_codex":0.00005496087,"about_ca_system_score_gemma":0.000005089619,"threshold_uncertainty_score":0.48602444},"labels":[],"label_agreement":null},{"id":"W2110550344","doi":"10.1109/eumc.2008.4751396","title":"A Novel Via-less Vertical Integration Method for MEMS Scanned Phased Array Modules","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Phased array; Bandwidth (computing); Interconnection; Coplanar waveguide; Capacitive sensing; Integrated circuit; Electronic engineering; Computer science; Electrical engineering; Engineering; Materials science; Optoelectronics; Telecommunications","score_opus":0.03464922173863846,"score_gpt":0.2825729043590334,"score_spread":0.24792368262039496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110550344","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0652099,0.0000643349,0.9321072,0.000109014705,0.00014688961,0.00019646787,0.0000064342735,0.000921471,0.001238256],"genre_scores_gemma":[0.5002827,0.000028634022,0.49940223,0.000025732561,0.000037628844,0.00007839304,0.000006124668,0.000021263102,0.00011729636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994104,0.0000013854901,0.00015349827,0.00015096253,0.000074224736,0.00020955344],"domain_scores_gemma":[0.99966794,0.00007988077,0.0000089615005,0.0001660321,0.000038642578,0.000038516973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055532575,0.00012989916,0.00016774022,0.00006909258,0.000065052125,0.000007733931,0.00009873243,0.000107918604,0.0000095444175],"category_scores_gemma":[0.000070127106,0.00010552305,0.00005982036,0.000112258975,0.000039896102,0.00012844597,0.000005319423,0.00009821936,0.000004222435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013713317,0.000027357113,9.83831e-7,0.000009775236,0.00001465565,4.264882e-7,0.000043168027,0.0010342494,0.96328425,0.0015853996,0.00021851608,0.0337675],"study_design_scores_gemma":[0.0005139251,0.0000497746,0.000043976943,0.000009305979,0.000007239987,0.00001355651,0.000114287825,0.026274325,0.9684907,0.0019022367,0.0024295175,0.0001511215],"about_ca_topic_score_codex":0.000022642007,"about_ca_topic_score_gemma":0.000053828575,"teacher_disagreement_score":0.4350728,"about_ca_system_score_codex":0.00004264185,"about_ca_system_score_gemma":0.0000059745958,"threshold_uncertainty_score":0.43031052},"labels":[],"label_agreement":null},{"id":"W2110891573","doi":"10.3390/s7123071","title":"Three Cavity Tunable MEMS Fabry Perot Interferometer","year":2007,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Fabry–Pérot interferometer; Interferometry; Optics; Microelectromechanical systems; Ranging; Range (aeronautics); Physics; Materials science; Optoelectronics; Computer science; Telecommunications; Wavelength","score_opus":0.01327760607952782,"score_gpt":0.22713220126777522,"score_spread":0.2138545951882474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110891573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96953315,0.00014843004,0.022363393,0.000029176548,0.00036486,0.00008977192,0.0000031318282,0.0010441225,0.0064239404],"genre_scores_gemma":[0.9956944,0.00004344353,0.0037402136,0.00001855605,0.00006654507,0.000003889077,0.0000014000984,0.0000310082,0.00040053297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992863,8.2685887e-7,0.0001413058,0.00014241594,0.0000884661,0.00034071872],"domain_scores_gemma":[0.9996206,0.000032885888,0.000014607665,0.00026486997,0.0000183347,0.000048707923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010618544,0.00013466859,0.00013985047,0.000099398996,0.000040383366,0.000012179969,0.000120776924,0.000116577365,0.00004953858],"category_scores_gemma":[0.000031098632,0.00012228251,0.000048444246,0.00014834056,0.000051661515,0.00007332602,0.000041019743,0.00022730841,0.00009649225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037524056,0.00004761944,0.0013996136,0.00011166279,0.00010702077,0.00017646514,0.00049668516,0.0051352787,0.63610524,0.0010266056,0.0033811203,0.3519752],"study_design_scores_gemma":[0.0005212196,0.00013941142,0.009256099,0.00006529502,0.000021511894,0.000052066076,0.00080631534,0.0040274784,0.9202761,0.0073142205,0.0567101,0.000810149],"about_ca_topic_score_codex":0.000033241053,"about_ca_topic_score_gemma":0.00016504832,"teacher_disagreement_score":0.35116503,"about_ca_system_score_codex":0.000058430865,"about_ca_system_score_gemma":0.0000022231175,"threshold_uncertainty_score":0.4986536},"labels":[],"label_agreement":null},{"id":"W2110942504","doi":"10.1109/sensor.2009.5285510","title":"A MEMS sensor for mean shear stress measurements in high-speed turbulent flows with backside interconnects","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Materials science; Shear stress; Fabrication; Shear (geology); Capacitance; Turbulence; Stress (linguistics); Acoustics; Interconnection; Optoelectronics; Electrical engineering; Engineering; Composite material; Mechanics; Telecommunications; Physics","score_opus":0.01766152012553465,"score_gpt":0.24438367415751924,"score_spread":0.2267221540319846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110942504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986587,0.000287855,0.010255621,0.0004687909,0.0004408401,0.00096721825,0.0003925347,0.00034349048,0.00025668528],"genre_scores_gemma":[0.995814,0.0006683526,0.0029490641,0.00010175257,0.00008764092,0.00003028133,0.00007811925,0.000060581096,0.00021017471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977021,0.000020985293,0.0006552172,0.0005996425,0.00036164248,0.00066041935],"domain_scores_gemma":[0.99910724,0.00006525829,0.00012750165,0.0002850686,0.00024544934,0.00016950439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021395225,0.0005409798,0.00061564904,0.00034568427,0.0000907867,0.00015767096,0.000339037,0.00019185017,0.000028802902],"category_scores_gemma":[0.000024607672,0.00047985403,0.0000985361,0.00017948575,0.00008662715,0.00036273093,0.000018829012,0.0003296158,0.00000836996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007294467,0.00029227365,0.00024476313,0.0003671373,0.00054150727,0.00012441499,0.005462857,0.030177174,0.92128164,0.00056659867,0.0009176723,0.03929452],"study_design_scores_gemma":[0.010172036,0.0010767222,0.0029515468,0.0024488473,0.00012839383,0.0002396768,0.0034123491,0.029722456,0.93734443,0.0020639948,0.007894135,0.002545436],"about_ca_topic_score_codex":0.0002447755,"about_ca_topic_score_gemma":0.00089355744,"teacher_disagreement_score":0.036749084,"about_ca_system_score_codex":0.00024238316,"about_ca_system_score_gemma":0.000051073035,"threshold_uncertainty_score":0.99976534},"labels":[],"label_agreement":null},{"id":"W2111135224","doi":"10.1109/ccece.1999.804969","title":"Elastic properties and vibration of micro-machined structures subject to residual stresses","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Residual stress; Materials science; Vibration; Finite element method; Square (algebra); Modulus; Structural engineering; Residual; Composite material; Elastic modulus; Young's modulus; Stress (linguistics); Strain (injury); Acoustics; Engineering; Physics; Mathematics; Geometry","score_opus":0.012570981147310912,"score_gpt":0.20510589702139229,"score_spread":0.19253491587408136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111135224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940929,0.0006287767,0.0041837916,0.000021570335,0.000047945683,0.000099922676,0.0000031436214,0.000224957,0.00069703435],"genre_scores_gemma":[0.9838329,0.00007430299,0.0159924,0.000008720131,0.000006943026,0.0000057606053,6.8761597e-7,0.000010470274,0.000067826826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996774,0.00000279859,0.00009894604,0.00008073895,0.000045608667,0.000094505944],"domain_scores_gemma":[0.99984676,0.000019301782,0.000010236379,0.000089901405,0.000015416019,0.000018365656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018782936,0.00007974776,0.00009510628,0.000063114654,0.000022616388,0.000010548951,0.00003837998,0.00003997326,0.000014016107],"category_scores_gemma":[0.00009599287,0.000058173624,0.000007905522,0.00007487897,0.000027680493,0.000070909926,0.000013525223,0.00004698584,8.8561455e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006256155,0.0000028054606,0.00012647324,0.000051078652,0.000008490233,4.3028655e-7,0.00008237442,0.004732591,0.99157625,0.0016724205,0.000103972736,0.0016368799],"study_design_scores_gemma":[0.000087884815,0.000050809427,0.0020475371,0.000015862008,0.0000039264,0.0000025003762,0.00019409029,0.00005913532,0.995805,0.0013325316,0.00031957714,0.00008114493],"about_ca_topic_score_codex":0.000011833922,"about_ca_topic_score_gemma":0.000068956,"teacher_disagreement_score":0.011808607,"about_ca_system_score_codex":0.00000675359,"about_ca_system_score_gemma":0.0000052953737,"threshold_uncertainty_score":0.23722516},"labels":[],"label_agreement":null},{"id":"W2111557542","doi":"10.1109/transducers.2011.5969372","title":"Delivery of an anti-cancer drug from a magnetically controlled MEMS device show cytotoxicity in PC3 and HUVEC cells","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polydimethylsiloxane; Cytotoxicity; Drug delivery; Drug; Docetaxel; Materials science; Microelectromechanical systems; Chemistry; Nanotechnology; Biomedical engineering; Cancer; Pharmacology; Medicine; In vitro; Biochemistry; Internal medicine","score_opus":0.013923519219515984,"score_gpt":0.2109178566072546,"score_spread":0.1969943373877386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111557542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656993,0.00076045014,0.0004224727,0.000011179805,0.00005557745,0.00023533292,0.000019093482,0.00023903232,0.0016869194],"genre_scores_gemma":[0.9856818,0.0009866763,0.013165418,0.000031717977,0.000012067541,0.00002994667,0.0000011159526,0.000017715434,0.00007357545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993035,0.0000058456003,0.00024035631,0.00018039544,0.00007612035,0.0001937745],"domain_scores_gemma":[0.99963546,0.000063016436,0.000030170191,0.00019494502,0.000028109536,0.00004830573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006764444,0.0001439557,0.00037285805,0.00007759298,0.000013639549,0.00000745053,0.0001349818,0.00010261985,0.00019836356],"category_scores_gemma":[0.000012173189,0.00012045402,0.000031392632,0.000091341295,0.00007718632,0.00015981594,0.00004814767,0.00013453458,0.0000027292406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006376862,0.00005162185,0.0006181469,0.000022313485,0.000023112305,0.0000068527675,0.00022041867,0.0001947632,0.9944283,0.000094444295,0.000024456589,0.0042518256],"study_design_scores_gemma":[0.0018628971,0.000050176495,0.010210754,0.000028140003,0.000015683,3.7158654e-7,0.00031405446,0.0037316934,0.98288745,0.00066823413,0.000052337182,0.00017821451],"about_ca_topic_score_codex":0.0010348855,"about_ca_topic_score_gemma":0.002133347,"teacher_disagreement_score":0.012742945,"about_ca_system_score_codex":0.000016560214,"about_ca_system_score_gemma":0.000008234233,"threshold_uncertainty_score":0.49119723},"labels":[],"label_agreement":null},{"id":"W2111956175","doi":"10.1109/wcica.2006.1713618","title":"Embedded Piezo-actuation System for Automatic Motion Control of a Fleet of Miniature Robots Operating on a Synchronized Vibrating Platform","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Actuator; Robot; Deflection (physics); Displacement (psychology); Microelectromechanical systems; Software; Engineering; Inertial measurement unit; Motion control; Computer science; Simulation; Acoustics; Electrical engineering; Materials science; Optics; Physics; Aerospace engineering","score_opus":0.007556539592724745,"score_gpt":0.21625864539872028,"score_spread":0.20870210580599552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111956175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5518742,0.00006767778,0.44630018,0.000008299502,0.000081975195,0.00052385376,0.000011687014,0.00053727196,0.0005948081],"genre_scores_gemma":[0.93986493,0.0000016412796,0.05994638,0.0000037453906,0.00003594596,0.00009035175,0.000016608823,0.000023983535,0.0000163915],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913466,0.0000030468525,0.0004569026,0.0001204274,0.00011820285,0.0001667732],"domain_scores_gemma":[0.99945897,0.00015000338,0.00014783481,0.00016439482,0.00006526717,0.000013502859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115545365,0.00014634516,0.00033564385,0.000102153506,0.000044051747,0.00001164582,0.00007568579,0.000140325,0.0000046526266],"category_scores_gemma":[0.00008812212,0.0001224099,0.00006660451,0.00012366791,0.000017167895,0.0001623675,0.000008407298,0.000077099176,7.659362e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012395666,0.000022567736,0.0000070521132,0.0007870909,0.000028619617,4.0553203e-7,0.000084677886,0.20269078,0.7827093,0.0037561394,0.00003453957,0.009866416],"study_design_scores_gemma":[0.0011186093,0.00010441386,0.00013184006,0.00029288945,0.000018037123,0.0000018366427,0.0004154121,0.60446525,0.39316782,0.00018505666,0.0000025353513,0.00009626036],"about_ca_topic_score_codex":0.000011657706,"about_ca_topic_score_gemma":0.000015321953,"teacher_disagreement_score":0.4017745,"about_ca_system_score_codex":0.0000827094,"about_ca_system_score_gemma":0.000010828895,"threshold_uncertainty_score":0.49917305},"labels":[],"label_agreement":null},{"id":"W21120663","doi":"10.5006/c2006-06326","title":"Remote Monitoring of Er Probes Using a 900MHz Mesh Network","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Computer science; Remote sensing; Materials science; Geology","score_opus":0.014102653937236621,"score_gpt":0.23253378341590278,"score_spread":0.21843112947866616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W21120663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501712,0.00081882597,0.043413043,0.000008512572,0.00023406825,0.000079893594,4.575697e-7,0.00076405925,0.004509973],"genre_scores_gemma":[0.73386747,0.00009462332,0.26559815,0.0000011097201,0.00017028967,0.0000011404255,3.079825e-7,0.000019094094,0.0002478168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999526,9.597375e-7,0.00014277702,0.00007834345,0.000060989478,0.00019092597],"domain_scores_gemma":[0.9997952,0.000014399959,0.000019823552,0.00014372302,0.00001589469,0.000010937758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003222226,0.00008575121,0.00012138105,0.000036301262,0.000025783607,0.000006134697,0.0000684284,0.00006478841,0.0000066832977],"category_scores_gemma":[0.0000059235335,0.00007644788,0.000029397235,0.00015408921,0.000021559594,0.000078339974,0.000027092701,0.00007376478,0.0000017526343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027261979,0.000008027077,0.0014547992,0.00006229036,0.000018931947,0.000004721924,0.000015598525,0.43769753,0.540011,0.0017890665,0.00032939296,0.018605938],"study_design_scores_gemma":[0.0001654226,0.000018512785,0.0024966523,0.00015634613,0.000012814328,0.0000057730776,0.00007776144,0.028575972,0.95476884,0.009566491,0.003915704,0.0002396942],"about_ca_topic_score_codex":0.000074190226,"about_ca_topic_score_gemma":0.000009711759,"teacher_disagreement_score":0.41475788,"about_ca_system_score_codex":0.00002376411,"about_ca_system_score_gemma":0.000003026903,"threshold_uncertainty_score":0.3117454},"labels":[],"label_agreement":null},{"id":"W2112346297","doi":"10.1109/ccece.1996.548044","title":"Magnetically actuated CMOS micromachined cantilever-in-cantilever devices","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cantilever; Deflection (physics); CMOS; Surface micromachining; Materials science; Lorentz force; Optoelectronics; Acoustics; Physics; Optics; Fabrication; Magnetic field; Composite material","score_opus":0.009562853954304494,"score_gpt":0.18201341785206476,"score_spread":0.17245056389776026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112346297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716068,0.000695853,0.000667922,0.00019116847,0.00015417553,0.00015143308,0.00000583644,0.0012599288,0.025266904],"genre_scores_gemma":[0.9897437,0.00043304623,0.007779788,0.000095773095,0.000018728204,0.000013898639,0.0000019822082,0.00003253498,0.0018805552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991474,0.0000026953987,0.00020773994,0.00018784817,0.000092553615,0.00036177642],"domain_scores_gemma":[0.9996464,0.000037686543,0.000014512065,0.00023557314,0.00001591188,0.00004987862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029237008,0.000183759,0.0001911626,0.00012169217,0.000027548003,0.000021006348,0.00018526206,0.00012521142,0.0016363087],"category_scores_gemma":[0.000023665107,0.00015923814,0.000036811794,0.00024400922,0.000044062323,0.00013597001,0.000040751624,0.00019851932,0.00024225946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011687002,0.00012311229,0.0031564226,0.00013522057,0.000060650593,0.00017250374,0.00023799353,0.0019716858,0.84197694,0.0010810135,0.016210802,0.13486198],"study_design_scores_gemma":[0.0033584828,0.00028834204,0.09557712,0.00023208084,0.00005682271,0.00009671063,0.00034229804,0.17302985,0.5292285,0.002124294,0.19313586,0.0025296176],"about_ca_topic_score_codex":0.00007309336,"about_ca_topic_score_gemma":0.00058496307,"teacher_disagreement_score":0.31274843,"about_ca_system_score_codex":0.000038275197,"about_ca_system_score_gemma":0.0000031435081,"threshold_uncertainty_score":0.99927634},"labels":[],"label_agreement":null},{"id":"W2113073180","doi":"10.1109/transducers.2011.5969619","title":"A MEMS microgripper with changeable gripping tips","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfabrication; Microelectromechanical systems; Modular design; Micrometer; Flexibility (engineering); Process (computing); Materials science; Computer science; Nanotechnology; Scanning electron microscope; Grippers; Mechanical engineering; Engineering drawing; Engineering; Fabrication","score_opus":0.024296372057271108,"score_gpt":0.1681980898824972,"score_spread":0.1439017178252261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113073180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7658574,0.0011839699,0.022104178,0.000048099835,0.00023500356,0.00022255367,0.0000021703338,0.004298494,0.20604813],"genre_scores_gemma":[0.94412816,0.00027553213,0.053644642,0.00005913612,0.000038306924,0.000045457567,0.0000012118478,0.000041897634,0.0017656337],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995794,4.1584323e-7,0.00006393471,0.000098268814,0.000043086773,0.00021487917],"domain_scores_gemma":[0.9997821,0.0000041768776,0.00000807234,0.00016621352,0.0000122928295,0.000027140908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022201186,0.000097582066,0.00009080993,0.00005261076,0.000028216791,0.000006882134,0.00008965183,0.000054031603,0.00018353292],"category_scores_gemma":[0.0000023540663,0.00006982917,0.000015619113,0.00011510946,0.00002954266,0.000118383476,0.000021567233,0.00008955731,0.000058984555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030943254,0.0000688067,0.0008484595,0.00013684298,0.00016701216,0.0000764381,0.0017228293,0.00018712913,0.8819217,0.0051162336,0.009574111,0.1001495],"study_design_scores_gemma":[0.00026204865,0.00008950734,0.0005661861,0.00004135318,0.0000092846285,0.000044074946,0.00064842525,0.0001641962,0.92226946,0.0009510548,0.07463868,0.0003157019],"about_ca_topic_score_codex":0.000028177552,"about_ca_topic_score_gemma":0.00007236362,"teacher_disagreement_score":0.20428249,"about_ca_system_score_codex":0.000015034103,"about_ca_system_score_gemma":0.0000023598925,"threshold_uncertainty_score":0.28475508},"labels":[],"label_agreement":null},{"id":"W2113097320","doi":"10.21307/ijssis-2017-303","title":"A Design Analysis Of Micromirrors In Stacked Configurations With Moving Electrodes","year":2008,"lang":"en","type":"article","venue":"International Journal on Smart Sensing and Intelligent Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Deflection (physics); Materials science; Deflection angle; Electrode; Voltage; Optoelectronics; Optics; Electrical engineering; Engineering; Physics","score_opus":0.027621356883818556,"score_gpt":0.2491669966306074,"score_spread":0.22154563974678884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113097320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8638249,0.00030424824,0.1352663,0.00004080916,0.0002480303,0.00007212959,0.0000032031824,0.000048675854,0.00019169984],"genre_scores_gemma":[0.9967487,0.0010056178,0.0021428803,0.000012448824,0.00002885373,0.000001313144,0.000003491681,0.000012578743,0.000044101067],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915093,0.00001998444,0.00037112538,0.000108704146,0.00021394492,0.00013528514],"domain_scores_gemma":[0.9994834,0.00011400881,0.00011040269,0.00008179155,0.00017429705,0.00003606797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001530192,0.00011638028,0.00025559124,0.00077794876,0.000054006523,0.00003921644,0.00008608556,0.000049646398,0.000004219319],"category_scores_gemma":[0.000035093093,0.00009362313,0.000048050533,0.0002837465,0.0000543073,0.00010798339,0.000007742012,0.00019815902,0.0000013516052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015520975,0.000052332558,0.0014178815,0.000014416458,0.0017573207,0.00025667888,0.0012094219,0.585156,0.4054087,0.0003796068,0.00013993778,0.004052458],"study_design_scores_gemma":[0.0009683804,0.000538446,0.010855447,0.0009967923,0.00023827839,0.0022578717,0.0024799502,0.5714768,0.40624338,0.0002114046,0.003088473,0.0006447656],"about_ca_topic_score_codex":0.00008931523,"about_ca_topic_score_gemma":0.000048263537,"teacher_disagreement_score":0.13312343,"about_ca_system_score_codex":0.000111952286,"about_ca_system_score_gemma":0.000019963023,"threshold_uncertainty_score":0.38178405},"labels":[],"label_agreement":null},{"id":"W2113126172","doi":"10.1109/dtip.2008.4753022","title":"Integrated RF MEMS/CMOS devices","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; CMOS; Microelectromechanical systems; Fabrication; Band-pass filter; Q factor; Chip; Filter (signal processing); Materials science; Electrical engineering; Electronic engineering; Optoelectronics; Engineering; Voltage; Resonator","score_opus":0.020530216965992904,"score_gpt":0.2392553703255777,"score_spread":0.21872515335958478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113126172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82524174,0.0048534637,0.027304597,0.00016361536,0.0021470939,0.0005708715,0.000051807823,0.015905112,0.123761676],"genre_scores_gemma":[0.9413318,0.014765244,0.040360827,0.00008739497,0.00017322386,0.00016749003,0.0000955021,0.00014094854,0.0028775865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910456,0.0000010915502,0.00023917005,0.00027799213,0.000110618406,0.0002665436],"domain_scores_gemma":[0.99934894,0.000025110525,0.000036683097,0.00050048344,0.000044827077,0.000043929464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002871237,0.00032651116,0.00033743645,0.00013702731,0.000036160844,0.000026315936,0.0003775986,0.00050002994,0.00009208124],"category_scores_gemma":[0.000026732327,0.00027129424,0.00009156958,0.00012695832,0.000058709407,0.0000655739,0.00029747386,0.00083558593,0.000094411065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023291992,0.00013997029,0.00043544732,0.0018849473,0.0010407614,0.00037769164,0.0006467086,0.19665483,0.24778624,0.0020165876,0.16724676,0.38174677],"study_design_scores_gemma":[0.00028815685,0.000035946123,0.0004787113,0.00040037095,0.000038920036,0.000038092978,0.00041888806,0.008656352,0.42967188,0.007576646,0.55089986,0.0014961787],"about_ca_topic_score_codex":0.00007931134,"about_ca_topic_score_gemma":0.00012333777,"teacher_disagreement_score":0.38365307,"about_ca_system_score_codex":0.00008240947,"about_ca_system_score_gemma":0.000025793517,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W2113763911","doi":"10.1109/mwscas.1994.518986","title":"Design of 2-D nonsymmetrical band-pass filters by a combination of 2-D all-pass filters","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; École de Technologie Supérieure; Concordia University","funders":"","keywords":"Network synthesis filters; Band-pass filter; Prototype filter; Low-pass filter; m-derived filter; Filtering theory; Chebyshev filter; Electronic engineering; Computer science; Passband; Mathematics; Filter (signal processing); Algorithm; Engineering; Mathematical analysis","score_opus":0.0255886925073318,"score_gpt":0.21416397171429502,"score_spread":0.1885752792069632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113763911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21609333,0.0013339645,0.76998323,0.0005051243,0.00032650834,0.0006068796,0.00003982363,0.001138016,0.009973145],"genre_scores_gemma":[0.9802355,0.00048303365,0.01884412,0.000026339969,0.0000043660107,0.000017210094,0.000005320892,0.000021260053,0.00036283367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992464,0.000006897324,0.00026373763,0.00012615767,0.0001588205,0.00019795791],"domain_scores_gemma":[0.99951154,0.00015787926,0.00005394913,0.00020566472,0.000035126573,0.00003581291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006813083,0.00013024814,0.00022880394,0.00019195717,0.000014958133,0.0000053904128,0.00016904765,0.000118261545,0.00013528169],"category_scores_gemma":[0.00006442216,0.00011942333,0.000049387203,0.00036148133,0.00006513448,0.000120803714,0.00002271981,0.000112307,0.000009302263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010562501,0.00016098043,0.00004341883,0.00007587064,0.00008862012,0.0000031934212,0.00011463019,0.00839009,0.9087751,0.0006913462,0.064920515,0.0167257],"study_design_scores_gemma":[0.00076526956,0.00023610903,0.00014303281,0.000027029422,0.000019449162,0.000002656967,0.00009855428,0.040015467,0.95569885,0.00049991574,0.002280106,0.00021356414],"about_ca_topic_score_codex":0.000012010584,"about_ca_topic_score_gemma":8.587369e-7,"teacher_disagreement_score":0.7641422,"about_ca_system_score_codex":0.000041296054,"about_ca_system_score_gemma":0.000002099098,"threshold_uncertainty_score":0.48699418},"labels":[],"label_agreement":null},{"id":"W2113922819","doi":"10.1049/iet-map:20060197","title":"Microstrip delay line phase shifter by actuating integrated ground plane membranes","year":2008,"lang":"en","type":"article","venue":"IET Microwaves Antennas & Propagation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; RTDS Technologies (Canada); University of Manitoba","funders":"Canadian Space Agency","keywords":"Phase shift module; Ground plane; Microstrip; Materials science; RFIC; Substrate (aquarium); Fabrication; Transmission line; Phase (matter); Optoelectronics; Air gap (plumbing); Silicon; Insertion loss; Electrical engineering; Engineering; Composite material; Physics; CMOS","score_opus":0.014685397851009994,"score_gpt":0.23534245016875474,"score_spread":0.22065705231774474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113922819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96695524,0.002088065,0.02915679,0.00010466325,0.00020195832,0.00032836336,0.000088938395,0.0009787349,0.000097259166],"genre_scores_gemma":[0.99232805,0.0016716578,0.0049185627,0.0000744871,0.00009136844,0.000030483232,0.00045385797,0.00006883921,0.00036269403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872077,0.000010600453,0.00041248437,0.00031055315,0.00013709057,0.00040853],"domain_scores_gemma":[0.9994579,0.00004412701,0.000099647055,0.0002502061,0.00008625866,0.00006184712],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009000848,0.00032029868,0.0002852394,0.00012837315,0.00017971163,0.000050369905,0.00018549376,0.00020273222,0.000031889937],"category_scores_gemma":[0.000054716475,0.00028192092,0.00006927722,0.00029865495,0.00014658886,0.00040900894,0.000035699886,0.0003508673,0.00003963738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049585484,0.00007901401,0.00001312945,0.000060032347,0.000033802462,0.00004182609,0.00030962905,0.00011333215,0.98785627,0.000007421039,0.0014187642,0.010017213],"study_design_scores_gemma":[0.0010375789,0.00019963425,0.000048560127,0.00009766456,0.00001789119,0.00020141137,0.00020750277,0.0036059502,0.9847625,0.00014609573,0.009297226,0.0003780163],"about_ca_topic_score_codex":0.000034648503,"about_ca_topic_score_gemma":0.000021384658,"teacher_disagreement_score":0.025372822,"about_ca_system_score_codex":0.000080885206,"about_ca_system_score_gemma":0.000021334186,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W2114207681","doi":"10.1109/cerma.2007.88","title":"Modeling of MEMS Thermal Actuation with External Heat Source","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Actuator; Microelectromechanical systems; Joule heating; Heat transfer; Mechanical engineering; Thermal; Electric heating; Work (physics); Current (fluid); Joule effect; Power (physics); Heat pipe; Computer science; Electrical engineering; Materials science; Engineering; Mechanics; Physics; Nanotechnology; Thermodynamics","score_opus":0.010127978425473022,"score_gpt":0.21626806496786954,"score_spread":0.20614008654239652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114207681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5172928,0.00004800946,0.48069745,0.0000029002806,0.000012481499,0.000020841588,8.538449e-8,0.00018722413,0.0017382108],"genre_scores_gemma":[0.98159933,0.00001871856,0.018274484,0.0000051571446,0.00001895178,0.0000013105943,3.164922e-7,0.000011818076,0.00006989637],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996841,2.2381472e-7,0.00008665833,0.000050503102,0.000068859175,0.00010965383],"domain_scores_gemma":[0.99986845,0.0000100968255,0.000005506184,0.000087525616,0.000014639594,0.000013762111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050052357,0.000055930548,0.0000629045,0.000040231385,0.000012838663,0.0000028952913,0.0000473759,0.000037174766,0.000016069065],"category_scores_gemma":[0.0000031113036,0.00004034829,0.000012461565,0.000052332256,0.000013363897,0.00007747773,0.000008562106,0.000060544528,0.0000013959996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059256477,0.0000025303234,0.000026331265,0.000004699206,0.0000037599893,5.5062094e-7,0.00004547861,0.52548313,0.4557382,0.000064705,9.951775e-7,0.018623715],"study_design_scores_gemma":[0.00014577956,0.000030565545,0.00020140722,0.000021404703,0.0000033182457,0.000003312354,0.00025131032,0.26407346,0.7349457,0.00017142059,0.000075171025,0.00007711492],"about_ca_topic_score_codex":0.000031704352,"about_ca_topic_score_gemma":0.000036979694,"teacher_disagreement_score":0.46430656,"about_ca_system_score_codex":0.000012785926,"about_ca_system_score_gemma":0.0000017947281,"threshold_uncertainty_score":0.16453555},"labels":[],"label_agreement":null},{"id":"W2114316504","doi":"10.1017/s175907870999050x","title":"A compact semi-lumped tunable complex-impedance transformer","year":2009,"lang":"en","type":"article","venue":"International Journal of Microwave and Wireless Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Varicap; Electrical impedance; Quarter-wave impedance transformer; Transformer; Diode; Transmission line; Materials science; Electrical engineering; Electronic engineering; Impedance matching; Voltage; High impedance; Characteristic impedance; Optoelectronics; Engineering; Damping factor; Capacitance; Physics; Electrode","score_opus":0.011698856597451051,"score_gpt":0.24832727184758943,"score_spread":0.2366284152501384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114316504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854887,0.0021888376,0.00783704,0.002621141,0.0002641451,0.00006749894,0.000012797113,0.0005673014,0.00095251773],"genre_scores_gemma":[0.9889881,0.008299751,0.0025498723,0.0000714809,0.000045098157,0.0000010488803,0.0000022521365,0.000012651006,0.000029753128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911916,0.000002753494,0.00036246137,0.000108179454,0.00019452361,0.00021293701],"domain_scores_gemma":[0.9995809,0.000037812035,0.000087581066,0.00011593195,0.00015007,0.000027687951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008215289,0.00017399693,0.00028595058,0.0002991048,0.000040539286,0.00005093008,0.00047851322,0.0001492437,0.0000065401196],"category_scores_gemma":[0.000032523574,0.00014514523,0.000086922046,0.00012403257,0.0001443626,0.0002968575,0.00002030286,0.0003633506,0.000002498338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024994693,0.000023103566,0.000053861146,0.000007861795,0.00006721052,0.00005116151,0.0000560488,0.00012205405,0.769899,0.00064450514,0.0016952674,0.22735493],"study_design_scores_gemma":[0.0007113791,0.00019218243,0.001629427,0.00016189246,0.000016201715,0.00052843854,0.001025843,0.0006451053,0.9623239,0.014047533,0.018475033,0.00024307556],"about_ca_topic_score_codex":0.000002702579,"about_ca_topic_score_gemma":0.000005723811,"teacher_disagreement_score":0.22711186,"about_ca_system_score_codex":0.00006750783,"about_ca_system_score_gemma":0.00001390733,"threshold_uncertainty_score":0.5918851},"labels":[],"label_agreement":null},{"id":"W2114715622","doi":"10.1557/opl.2014.58","title":"Submicron displacement measurements of MEMS using optical microphotographs in aqueous media: Enhancement using color image processing","year":2014,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Microelectromechanical systems; RGB color model; Displacement (psychology); Nanometre; Fast Fourier transform; Aqueous medium; Optics; Acoustics; Optoelectronics; Aqueous solution; Computer science; Composite material; Artificial intelligence; Algorithm","score_opus":0.02201883063588828,"score_gpt":0.25159918910189,"score_spread":0.22958035846600172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114715622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99023104,0.00059972465,0.007872499,0.000014680953,0.00016273485,0.00038383654,0.0000017753173,0.00018967799,0.0005440382],"genre_scores_gemma":[0.94721466,0.000064128006,0.052574597,0.000012691918,0.000039227278,0.000035215922,0.0000018155781,0.00005411685,0.00000352996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829054,0.0000022955026,0.0005092592,0.00033014026,0.00033062018,0.0005371276],"domain_scores_gemma":[0.9995247,0.00001785398,0.00013140003,0.000114662515,0.00014168338,0.00006969008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033357448,0.00029182283,0.0004073893,0.00030179444,0.000074306125,0.000044117733,0.00022119915,0.00015630691,0.000008221803],"category_scores_gemma":[0.00008578273,0.0002879153,0.000060017566,0.0005316063,0.00015702496,0.0002830279,0.00009291904,0.00024069092,0.0000017288685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003167662,0.00006439174,0.0006084553,0.00038220422,0.000017373162,0.0000017317889,0.00040934153,0.00032382627,0.9892155,0.00001726938,0.000015585718,0.008912627],"study_design_scores_gemma":[0.00065502874,0.00007173399,0.00016976643,0.00041254162,0.000027582857,0.00000850271,0.00047296795,0.016787712,0.9808056,0.00015858367,0.000129927,0.00030004935],"about_ca_topic_score_codex":0.00003464728,"about_ca_topic_score_gemma":0.000016139144,"teacher_disagreement_score":0.044702098,"about_ca_system_score_codex":0.00029628852,"about_ca_system_score_gemma":0.000024155324,"threshold_uncertainty_score":0.9999573},"labels":[],"label_agreement":null},{"id":"W2115319557","doi":"10.1177/1077546308091210","title":"Corotational Nonlinear Finite Element Formulation and Modeling of Electrostatically Actuated Microbeams","year":2009,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":true,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Finite element method; Nonlinear system; Linearization; Newmark-beta method; Virtual work; Timoshenko beam theory; Beam (structure); Newton's method; Classical mechanics; Mechanics; Physics; Control theory (sociology); Engineering; Structural engineering; Computer science","score_opus":0.006475526898855931,"score_gpt":0.22393248218884398,"score_spread":0.21745695528998804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115319557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47352016,0.00023054429,0.5259226,0.00023385172,0.000013431392,0.000050177005,0.0000023499342,0.000012370355,0.00001450968],"genre_scores_gemma":[0.98214024,0.00025862976,0.017487114,0.000084091465,0.000021713084,5.834302e-7,0.000002598351,0.0000032945507,0.0000017150905],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956757,0.0000027220851,0.00026439156,0.000032656422,0.00007263257,0.000060006852],"domain_scores_gemma":[0.9997469,0.000032169944,0.0000831856,0.000024651814,0.00009092664,0.000022160599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006832431,0.00005169087,0.00011505845,0.00006640627,0.000021129472,0.000013028625,0.000019885138,0.000032382784,0.0000030280646],"category_scores_gemma":[0.00003412019,0.00004312758,0.000018168632,0.000038618455,0.0000071807467,0.00018884153,0.0000017086242,0.000072598705,8.9537565e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007716406,0.000015436253,0.000029267112,0.000008722342,0.000022187573,7.708052e-7,0.00007065448,0.14703946,0.83054346,0.0006128002,0.0000069011885,0.021573199],"study_design_scores_gemma":[0.0012187249,0.00031024424,0.0008794316,0.000024253022,0.000017479902,0.0000096154645,0.00003290659,0.96175987,0.032086696,0.003562716,0.000047082973,0.0000509653],"about_ca_topic_score_codex":2.2849426e-7,"about_ca_topic_score_gemma":9.4320035e-7,"teacher_disagreement_score":0.8147204,"about_ca_system_score_codex":0.00000995005,"about_ca_system_score_gemma":0.00001042684,"threshold_uncertainty_score":0.17586917},"labels":[],"label_agreement":null},{"id":"W2115506926","doi":"10.1007/s11071-009-9567-z","title":"Nonlinear dynamics of a resonant gas sensor","year":2009,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Homoclinic orbit; Discretization; Nonlinear system; Mathematical analysis; Galerkin method; Mathematics; Floquet theory; Equations of motion; Microbeam; Bounded function; Classical mechanics; Physics; Bifurcation","score_opus":0.0066896716142317595,"score_gpt":0.22784807156906647,"score_spread":0.22115839995483472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115506926","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697307,0.00033693895,0.02446348,0.00057529676,0.00031515874,0.000249366,0.000270619,0.0012412501,0.002817218],"genre_scores_gemma":[0.40685982,0.0026868773,0.5885154,0.00013180231,0.0003201937,0.000010652373,0.00045618348,0.00016768038,0.0008513957],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877846,0.0000045678053,0.00039057495,0.00022918313,0.00020258583,0.0003945979],"domain_scores_gemma":[0.9992222,0.000043690477,0.00007340404,0.0005044202,0.0000854784,0.00007076176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008633908,0.00025663894,0.00035838952,0.00015642607,0.000045789344,0.000013784391,0.00027775977,0.00024823396,0.00001040709],"category_scores_gemma":[0.00006953036,0.00024768902,0.00011342801,0.00034315238,0.000087968234,0.00010343406,0.000045262404,0.00037926697,0.000017562194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001233407,0.0005764325,0.00051340775,0.00031558183,0.0001459542,0.00017789849,0.00024513065,0.036251936,0.07847522,0.013943566,0.0003962739,0.8688353],"study_design_scores_gemma":[0.00034549492,0.00017063679,0.00022716145,0.000058909634,0.00001899866,0.000023836426,0.00018639004,0.9852691,0.007671154,0.0018073828,0.0039133965,0.00030750284],"about_ca_topic_score_codex":0.000010116052,"about_ca_topic_score_gemma":0.00021424043,"teacher_disagreement_score":0.9490172,"about_ca_system_score_codex":0.00018562764,"about_ca_system_score_gemma":0.000024500434,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2116338662","doi":"10.1109/ccece.2007.44","title":"A Differential Mass Component for Signal Processing Using MEMS","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capacitor; Schematic; Component (thermodynamics); Topology (electrical circuits); Inertial frame of reference; Band-pass filter; Computer science; Electronic engineering; Control theory (sociology); Engineering; Electrical engineering; Physics","score_opus":0.024129882809647268,"score_gpt":0.2639795898228174,"score_spread":0.23984970701317013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116338662","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38580889,0.000068896064,0.6130323,0.000005245018,0.00007319297,0.00009416218,0.0000011806201,0.000499695,0.00041647462],"genre_scores_gemma":[0.9110632,0.000005430321,0.08876436,0.0000067157134,0.00007945072,0.0000066695716,0.0000021757755,0.000022174167,0.000049822134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943477,3.232127e-7,0.00013612534,0.00009868674,0.00006826692,0.00026182708],"domain_scores_gemma":[0.99984384,0.000022940456,0.000016291302,0.00006680461,0.000019541656,0.000030564715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004089488,0.000100853395,0.000110694426,0.00006454343,0.00006250834,0.000017846605,0.00007024476,0.00006787138,0.000024713578],"category_scores_gemma":[0.0000029386101,0.00008696851,0.00003648544,0.00006769276,0.000023479186,0.000079532605,0.00001441452,0.00007380706,0.0000012646913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008092169,0.000007212579,0.000010894434,0.000043907763,0.0000075037556,0.0000016150551,0.000017216424,0.0019790558,0.9468012,0.0002042526,0.00002659751,0.05089249],"study_design_scores_gemma":[0.00031261545,0.00002145864,0.000111051726,0.000027568016,0.000009694016,0.0000037757986,0.00014834001,0.096619785,0.8991783,0.0013459999,0.00204465,0.0001767216],"about_ca_topic_score_codex":0.0000032680573,"about_ca_topic_score_gemma":0.0000067023293,"teacher_disagreement_score":0.5252543,"about_ca_system_score_codex":0.00004639992,"about_ca_system_score_gemma":0.0000039974166,"threshold_uncertainty_score":0.35464728},"labels":[],"label_agreement":null},{"id":"W2116486710","doi":"10.1109/jmems.2004.825311","title":"Microassembly of 3-D Microstructures Using a Compliant, Passive Microgripper","year":2004,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"CMC Microsystems","keywords":"GRASP; Planar; Deflection (physics); Mechanical engineering; Interlocking; Developable surface; Computer science; Engineering; Engineering drawing; Surface (topology); Computer graphics (images); Geometry; Physics; Optics","score_opus":0.010632914427032738,"score_gpt":0.22840953306507317,"score_spread":0.21777661863804043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116486710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624974,0.008360118,0.028093027,0.00004422799,0.00072311156,0.00017142441,0.0000148394365,0.000079991885,0.000015848747],"genre_scores_gemma":[0.98766404,0.00044895982,0.011663035,0.000015800051,0.00015258063,0.000001864368,8.139973e-7,0.000048133355,0.0000047674616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824506,0.000014848013,0.00093635614,0.00014983371,0.0002188767,0.00043502887],"domain_scores_gemma":[0.99896866,0.000034264856,0.0004596845,0.00021991505,0.00021705776,0.00010040343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015879843,0.00025760598,0.0007177698,0.00024965583,0.00005332549,0.00003489545,0.00040243528,0.00023737518,0.000004021788],"category_scores_gemma":[0.00003705952,0.00021246447,0.00024838187,0.00031126066,0.00006887389,0.0001517459,0.00004579031,0.0004986208,0.000002759967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031682695,0.000037621703,0.000007765635,0.00013438481,0.00015330741,0.00004628928,0.000037548172,0.004334921,0.99394137,0.00038736107,0.00015170047,0.00073604786],"study_design_scores_gemma":[0.0009459521,0.00037247653,0.000045077035,0.00046083186,0.00005329423,0.002614315,0.00015525795,0.000099366,0.99220246,0.0016226172,0.0012044449,0.0002239276],"about_ca_topic_score_codex":0.000032504566,"about_ca_topic_score_gemma":0.000005327131,"teacher_disagreement_score":0.025166634,"about_ca_system_score_codex":0.0003087566,"about_ca_system_score_gemma":0.00007552915,"threshold_uncertainty_score":0.86640495},"labels":[],"label_agreement":null},{"id":"W2117348826","doi":"10.1109/ccece.2011.6030490","title":"A monolithic integration of a tunable MEMS capacitor with GaN technology","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada)","funders":"CMC Microsystems","keywords":"Microelectromechanical systems; Capacitor; Materials science; Optoelectronics; Electrical engineering; Engineering; Voltage","score_opus":0.017700655468987584,"score_gpt":0.19023882765353248,"score_spread":0.1725381721845449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117348826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92382807,0.00012233862,0.05986001,0.00002074957,0.000057472207,0.00010655759,0.000001246333,0.0012590423,0.014744491],"genre_scores_gemma":[0.9633586,0.000048014866,0.036368925,0.0000030196952,0.0000058941905,0.000030916366,4.5915726e-7,0.000014491113,0.00016968654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996264,5.960522e-7,0.000108270644,0.00008559786,0.00004361615,0.00013554376],"domain_scores_gemma":[0.9997173,0.0000050556055,0.000020954547,0.00020616107,0.000036168356,0.0000143936695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019542093,0.00008704592,0.00012271496,0.00016222504,0.0000138018095,0.0000020246232,0.00009951405,0.00011705294,0.00003352331],"category_scores_gemma":[0.000013508323,0.00006136479,0.000013649231,0.00025087115,0.000088339526,0.00009438327,0.000010347954,0.00012664012,0.0000067333444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010187366,0.000020010979,0.00018863672,0.000026536476,0.000024862951,0.0000034498034,0.0003611285,0.00006600111,0.9704182,0.012136663,0.000083574785,0.016660756],"study_design_scores_gemma":[0.0001094302,0.000121224926,0.000137995,0.000026216345,0.000005014188,0.000007769022,0.0015326313,0.0003595337,0.9902535,0.0068896897,0.00046951434,0.00008746765],"about_ca_topic_score_codex":0.00006423384,"about_ca_topic_score_gemma":0.00009111551,"teacher_disagreement_score":0.0395305,"about_ca_system_score_codex":0.000018025674,"about_ca_system_score_gemma":0.0000057093703,"threshold_uncertainty_score":0.2502384},"labels":[],"label_agreement":null},{"id":"W2117385088","doi":"10.1109/mwsym.2010.5516967","title":"A MEMS variable capacitor with piezoresistive position sensing fabricated in a standard 0.35 &amp;#x00B5;m CMOS process","year":2010,"lang":"en","type":"article","venue":"2010 IEEE MTT-S International Microwave Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; University of Waterloo","funders":"","keywords":"Variable capacitor; Piezoresistive effect; Capacitor; Microelectromechanical systems; CMOS; Electronic engineering; Materials science; Electrical engineering; Variable (mathematics); Optoelectronics; Engineering; Voltage","score_opus":0.006208834230315413,"score_gpt":0.22283409848842028,"score_spread":0.21662526425810488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117385088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92168933,0.000029176574,0.06943833,0.00039211081,0.0026113538,0.00038176635,0.00014498981,0.0005679954,0.004744921],"genre_scores_gemma":[0.9689406,0.000042042204,0.029970895,0.000056585635,0.00027189738,0.000044891854,0.000076319484,0.00007516692,0.00052157405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985013,0.0000072053176,0.00034659923,0.00039693908,0.00034211559,0.00040582952],"domain_scores_gemma":[0.99911934,0.00006204077,0.00010840279,0.00029420975,0.00033946,0.00007653136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001441014,0.00031808094,0.00028328708,0.00033006785,0.000082184786,0.00009192615,0.00031075723,0.00028027888,0.000040098454],"category_scores_gemma":[0.00005029828,0.00029588514,0.000048133614,0.00033786983,0.00015284333,0.00035516536,0.000036728576,0.00082393957,0.00003217564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013513974,0.00003929944,0.00015172095,0.00003877936,0.00007707651,0.00002649653,0.00030892534,0.0022533762,0.9951321,0.00030421486,0.0006444864,0.00088841526],"study_design_scores_gemma":[0.0010286035,0.000084503285,0.00030458084,0.00023118021,0.000028373419,0.00024653785,0.00013664416,0.0030152462,0.9831565,0.0021969948,0.0089965975,0.00057423103],"about_ca_topic_score_codex":0.000128195,"about_ca_topic_score_gemma":0.00083374034,"teacher_disagreement_score":0.04725127,"about_ca_system_score_codex":0.00025086186,"about_ca_system_score_gemma":0.00006749931,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W2118250967","doi":"10.1109/icma.2008.4798843","title":"A monolithic polymeric microgripper with photo-thermal actuation for biomanipulation","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Grippers; Deflection (physics); Fabrication; Finite element method; Thermal; Biocompatibility; Actuator; Nanotechnology; Optoelectronics; Composite material; Mechanical engineering; Structural engineering; Optics; Engineering; Electrical engineering","score_opus":0.017187816553177325,"score_gpt":0.20251264554030074,"score_spread":0.1853248289871234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118250967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307039,0.00018194511,0.0672963,0.000031229796,0.000041812596,0.00020109478,0.0000016576722,0.00079861406,0.00074349786],"genre_scores_gemma":[0.9784354,0.000054469718,0.02115434,0.000023801986,0.000024619389,0.00006986717,0.000008148048,0.000023207725,0.00020615675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963796,5.5791173e-7,0.000080658836,0.00009202901,0.00004576562,0.00014300365],"domain_scores_gemma":[0.99983186,0.000012953065,0.000014715362,0.00010662064,0.000017487922,0.00001638514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000130482085,0.00008874375,0.00007687296,0.00006279375,0.00005731122,0.0000052423907,0.000044064094,0.00006089959,0.00001788839],"category_scores_gemma":[0.0000039988386,0.000068507405,0.000021791893,0.00011053968,0.000029218969,0.00012857323,0.0000052074724,0.0000399822,0.0000073600877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015480507,0.000009208003,0.00015945986,0.000012670423,0.00001640237,0.0000013305141,0.0000904079,0.0016034389,0.98174137,0.000103913495,0.00012073521,0.016125556],"study_design_scores_gemma":[0.00042080905,0.00008870881,0.0057313815,0.000008450511,0.000007292618,0.000023116603,0.000072962226,0.006923412,0.9834682,0.00012631415,0.0029491393,0.00018025638],"about_ca_topic_score_codex":0.0000135137625,"about_ca_topic_score_gemma":0.000009147507,"teacher_disagreement_score":0.047731534,"about_ca_system_score_codex":0.000023925348,"about_ca_system_score_gemma":0.0000057365055,"threshold_uncertainty_score":0.2793651},"labels":[],"label_agreement":null},{"id":"W2118452385","doi":"10.1109/icmens.2004.1509033","title":"A High-Load Stress Sensor for Scoliosis Surgery Application","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Health Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Scoliosis; Stress (linguistics); Shear stress; SIGNAL (programming language); Shear (geology); Shear force; Materials science; Computer science; Structural engineering; Acoustics; Engineering; Physics; Surgery; Composite material; Medicine","score_opus":0.006646707602116798,"score_gpt":0.20083712628178538,"score_spread":0.19419041867966857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118452385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75104606,0.00037289906,0.24421914,0.00014892613,0.00014081073,0.0003579499,0.000026911193,0.0020148486,0.0016724674],"genre_scores_gemma":[0.9834456,0.00005418385,0.015774697,0.000010829646,0.00008247725,0.00021662525,0.000008563448,0.0000192309,0.00038778668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959946,4.603587e-7,0.00010873204,0.00009608893,0.000050051636,0.00014522533],"domain_scores_gemma":[0.9997588,0.000048108624,0.00001401281,0.00014062207,0.000027074317,0.000011379889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028800925,0.0000739107,0.00010237928,0.00004723848,0.0000273967,0.00000917917,0.000042678257,0.00006217716,0.00000527712],"category_scores_gemma":[0.0000121231205,0.00006780861,0.00003707214,0.00009758872,0.000012838193,0.000057567275,0.000007704775,0.000032611053,0.000013920087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001680878,0.000077228906,0.0009791056,0.00034251442,0.000038138125,0.0000023933337,0.000013336949,0.039484363,0.81144005,0.024329161,0.040427856,0.08284904],"study_design_scores_gemma":[0.00013952651,0.0000069749494,0.0016463798,0.000020532678,0.0000070640476,9.803327e-7,0.00003440097,0.002551247,0.96749216,0.0047902195,0.023119919,0.00019060433],"about_ca_topic_score_codex":0.00007942648,"about_ca_topic_score_gemma":0.00010147622,"teacher_disagreement_score":0.23239955,"about_ca_system_score_codex":0.000039676874,"about_ca_system_score_gemma":0.00000449714,"threshold_uncertainty_score":0.27651548},"labels":[],"label_agreement":null},{"id":"W2118607340","doi":"10.1109/iscas.2013.6572143","title":"A 5-V 555-&amp;#x03BC;W 0.8-&amp;#x03BC;m CMOS MEMS capacitive sensor interface using correlated level shifting","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capacitive sensing; Capacitor; CMOS; Capacitance; Operational amplifier; Electrical engineering; Electronic engineering; Engineering; Physics; Amplifier; Voltage","score_opus":0.0683354377283516,"score_gpt":0.2725411749076637,"score_spread":0.20420573717931212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118607340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7922833,0.00030632308,0.19867715,0.00008242473,0.0005497103,0.00045886336,0.000024758468,0.0024880106,0.0051294635],"genre_scores_gemma":[0.88823587,0.000091531394,0.10728686,0.00006803535,0.000085723404,0.000051591407,0.000013135605,0.00013320534,0.004034058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99792343,0.000012827561,0.0005323078,0.00046258705,0.00023342884,0.000835428],"domain_scores_gemma":[0.9988759,0.00016398467,0.00009684703,0.0005586542,0.0001564793,0.00014813937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012047208,0.0005006354,0.00047875242,0.00023065525,0.00018502567,0.00010771354,0.00031509402,0.00039635992,0.00065322284],"category_scores_gemma":[0.00022267229,0.0004575887,0.00012338195,0.00047916672,0.00017132769,0.000594911,0.00015835879,0.00074915,0.00088170473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007308008,0.00002722177,0.000079259815,0.00005549076,0.000120367775,0.0000045683887,0.0013061282,0.02252449,0.9678905,0.00015564928,0.0013813415,0.006447685],"study_design_scores_gemma":[0.0023677312,0.00015745472,0.0011295988,0.0008969527,0.00016282158,0.00031160872,0.012949315,0.07426587,0.8545876,0.004442806,0.04496827,0.0037599795],"about_ca_topic_score_codex":0.00073888095,"about_ca_topic_score_gemma":0.00021340868,"teacher_disagreement_score":0.113302894,"about_ca_system_score_codex":0.00024717554,"about_ca_system_score_gemma":0.000020868902,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W2118834669","doi":"10.1504/ijmtm.2005.006842","title":"Roughness characterisation of gas phase micromachining process suitable for fabricating silicon based microsystems","year":2005,"lang":"en","type":"article","venue":"International Journal of Manufacturing Technology and Management","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Industry Canada","keywords":"Surface micromachining; Microsystem; Microelectromechanical systems; Materials science; Bulk micromachining; Surface roughness; Microelectronics; Fabrication; Etching (microfabrication); Surface finish; Semiconductor device fabrication; Precision engineering; Machining; Nanotechnology; Electronic engineering; Engineering; Miniaturization; Metallurgy; Composite material","score_opus":0.00882352351007749,"score_gpt":0.272122678258697,"score_spread":0.26329915474861953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118834669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955104,0.00031011316,0.043303367,0.0006722694,0.00023154463,0.0001804727,0.000008460522,0.0001222881,0.00006748293],"genre_scores_gemma":[0.986286,0.00022318444,0.013341761,0.000020754542,0.00006541572,0.000025522002,0.0000043261734,0.000014308763,0.000018732324],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992471,0.0000027410535,0.00039401822,0.000104665996,0.00011504369,0.00013643464],"domain_scores_gemma":[0.99948835,0.00003393994,0.00027678077,0.00009503715,0.00008917412,0.000016708485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018127818,0.00011168271,0.00018578533,0.00059077004,0.0000391353,0.00001900916,0.00030289518,0.000090545735,0.0000031343652],"category_scores_gemma":[0.000022531722,0.000105946405,0.000044302855,0.00006177705,0.00004257439,0.000209109,0.000048105903,0.00014333693,4.1256249e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015341963,0.00016700833,0.00023091883,0.0005591754,0.00042551843,0.000020806327,0.00019511968,0.01214745,0.3390625,0.0012583091,0.0001185101,0.64566123],"study_design_scores_gemma":[0.0014636114,0.0000901001,0.00026439226,0.00023801658,0.000028771472,0.00004202446,0.00028911946,0.0025401525,0.9838088,0.0012825532,0.009843576,0.00010884328],"about_ca_topic_score_codex":8.279377e-7,"about_ca_topic_score_gemma":0.0000015083615,"teacher_disagreement_score":0.6455524,"about_ca_system_score_codex":0.00006275483,"about_ca_system_score_gemma":0.0000052069067,"threshold_uncertainty_score":0.4320369},"labels":[],"label_agreement":null},{"id":"W2119828223","doi":"10.1016/j.sna.2005.03.031","title":"Simulation of shaped comb drive as a stepped actuator for microtweezers application","year":2005,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Comb drive; Multiphysics; Actuator; Displacement (psychology); Finite element method; Voltage; Control theory (sociology); Movement (music); Acoustics; Materials science; Physics; Mechanics; Mechanical engineering; Computer science; Engineering; Structural engineering; Electrical engineering","score_opus":0.006383555690853751,"score_gpt":0.2536894487853576,"score_spread":0.24730589309450385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119828223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742379,0.000027846023,0.024972415,0.0000655695,0.00002102058,0.00039602717,0.000021120619,0.00020736342,0.000050745624],"genre_scores_gemma":[0.99574506,0.000022563441,0.0040094284,0.00001820815,0.000110436406,0.000040424366,0.000010574186,0.000026069587,0.000017216878],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994467,0.0000024001458,0.0001467455,0.0001620647,0.00007727145,0.00016480575],"domain_scores_gemma":[0.9995532,0.00017559234,0.00004957713,0.00013994848,0.000035950736,0.00004570239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025059344,0.00014003243,0.00021613191,0.000053103966,0.000044046228,0.000008855176,0.000060001865,0.00007754089,0.0000021168623],"category_scores_gemma":[0.00003734571,0.00012711286,0.000064442305,0.0000887398,0.00006721143,0.00010651374,0.00001719339,0.00008373953,0.0000059329964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055626933,0.000092541486,0.000015777794,0.000074713666,0.000052850617,2.843073e-7,0.0007877408,0.0384721,0.7732451,0.0022249764,0.00006754914,0.18491071],"study_design_scores_gemma":[0.000780521,0.00013505055,0.00016907159,0.00002073244,0.00003642379,8.3906656e-7,0.00030196266,0.7139656,0.27238575,0.0041242386,0.007824174,0.00025565055],"about_ca_topic_score_codex":0.0000034731577,"about_ca_topic_score_gemma":0.0000022333145,"teacher_disagreement_score":0.6754935,"about_ca_system_score_codex":0.00002601829,"about_ca_system_score_gemma":0.0000058552264,"threshold_uncertainty_score":0.51835114},"labels":[],"label_agreement":null},{"id":"W2119828410","doi":"10.1109/aim.2010.5695779","title":"Sliding mode tracking control of an electrostatic parallel-plate MEMS","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Sliding mode control; Parametric statistics; Tracking (education); Microelectromechanical systems; Computer science; Position (finance); Power (physics); Electronic circuit; Range (aeronautics); Engineering; Control (management); Materials science; Nonlinear system; Physics; Electrical engineering; Mathematics","score_opus":0.007641270943754239,"score_gpt":0.24122334430668554,"score_spread":0.2335820733629313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119828410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8727753,0.000054234355,0.12507996,0.000025019956,0.00011218718,0.00009486015,0.000003049488,0.0007017434,0.0011536453],"genre_scores_gemma":[0.97286236,0.00003929031,0.026991876,0.000013622998,0.000021468026,0.000011208759,0.0000018362335,0.000023428882,0.000034931967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943316,0.0000013403594,0.00016443346,0.000102630336,0.000069343405,0.00022911871],"domain_scores_gemma":[0.9996754,0.000043772252,0.000026027861,0.00019780306,0.00002185457,0.000035169352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059478658,0.00010573408,0.00016993133,0.0000629317,0.000028905035,0.000011818677,0.00012259587,0.000086996195,0.000028498536],"category_scores_gemma":[0.000032303677,0.000091604285,0.000030829906,0.000077324265,0.000021896838,0.00022630364,0.0000074649006,0.00024171584,0.000003735639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005502075,0.000008090935,0.000018360168,0.000013478342,0.000013191751,0.0000023260034,0.000043885426,0.015246687,0.9699412,0.0051274267,0.000011790125,0.009568051],"study_design_scores_gemma":[0.000505712,0.000054322998,0.00015157225,0.0000079535175,0.000009022239,0.000007715949,0.00007562985,0.09261768,0.898562,0.0074659456,0.00038695883,0.00015546527],"about_ca_topic_score_codex":0.000015032638,"about_ca_topic_score_gemma":0.00012619932,"teacher_disagreement_score":0.10008703,"about_ca_system_score_codex":0.000008864998,"about_ca_system_score_gemma":0.00000470797,"threshold_uncertainty_score":0.37355143},"labels":[],"label_agreement":null},{"id":"W2120259388","doi":"10.1109/ccece.2007.246","title":"Undercut Compensation for Xenon Difluoride Etching of Polysilicon Thin-films","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Xenon difluoride; Undercut; Etching (microfabrication); Silicon; Microelectromechanical systems; Materials science; Optoelectronics; Thin film; Nanotechnology; Layer (electronics); Composite material; Chemistry; Inorganic chemistry","score_opus":0.01392914539845382,"score_gpt":0.2521073702311441,"score_spread":0.23817822483269027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120259388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6902341,0.00010490965,0.30485824,0.000028432654,0.00013685126,0.00013201567,0.000002074863,0.0004999109,0.004003408],"genre_scores_gemma":[0.9615836,0.00003462461,0.03818906,0.000017907865,0.000022413096,0.0000041362273,0.0000042391057,0.000016725093,0.00012726522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950576,7.010839e-7,0.0001810395,0.0000835022,0.00006340691,0.00016556555],"domain_scores_gemma":[0.99968255,0.00010928036,0.00002791079,0.00013910607,0.000021878439,0.000019261875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274069,0.000081866216,0.0001266524,0.00008182153,0.000029666568,0.0000051585416,0.00007676315,0.000075369586,0.000010697359],"category_scores_gemma":[0.000029140645,0.000073050986,0.00004234983,0.00008525142,0.000020008927,0.000096151154,0.00001453257,0.00007551039,0.000002336924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008182158,0.000008496926,0.000040609837,0.00004066934,0.00001529785,4.3583242e-7,0.00009471891,0.004515795,0.96062714,0.016183004,0.0001428221,0.018322838],"study_design_scores_gemma":[0.00019718929,0.000036322137,0.00070525304,0.000014648666,0.000007025803,0.0000013053452,0.0005414636,0.0048842267,0.98665273,0.0060149673,0.0008430194,0.00010182927],"about_ca_topic_score_codex":0.000026369917,"about_ca_topic_score_gemma":0.000077006545,"teacher_disagreement_score":0.2713495,"about_ca_system_score_codex":0.000026224121,"about_ca_system_score_gemma":0.0000031087989,"threshold_uncertainty_score":0.29789326},"labels":[],"label_agreement":null},{"id":"W2120308649","doi":"10.1109/lpt.2005.860374","title":"Digital optical space switch based on micromotor grating scanners","year":2005,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"CMC Microsystems","keywords":"Attenuation; Grating; Optical switch; Fabrication; Materials science; Optics; Optoelectronics; Physics","score_opus":0.004231841013163709,"score_gpt":0.197494389522702,"score_spread":0.1932625485095383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120308649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753868,0.00008844854,0.009337848,0.00917656,0.00032287775,0.00025147668,0.000019940117,0.0039533884,0.0014626761],"genre_scores_gemma":[0.9698856,0.000022458544,0.029063988,0.0007814433,0.00004562731,0.0000763505,0.0000045777233,0.00007989162,0.00004006322],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852395,0.0000019456393,0.00028459795,0.00038851248,0.00016571496,0.0006352795],"domain_scores_gemma":[0.9992007,0.00006306475,0.00005209883,0.0005986009,0.00002249541,0.000063042724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006274623,0.0003258549,0.00028371782,0.00047060556,0.00009681825,0.000050241615,0.00044558782,0.00038964587,0.0000069284883],"category_scores_gemma":[0.000068324036,0.00033804763,0.000092349226,0.00047636632,0.00028099513,0.00017821678,0.00004478036,0.00079062936,0.00008222743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000905158,0.00003605189,0.00008098066,0.000013766381,0.00002395408,0.000042040265,0.000011740682,0.036879875,0.9421664,0.00024913988,0.0014752987,0.019011714],"study_design_scores_gemma":[0.00044409072,0.00008272872,0.000015856434,0.000046012156,0.000010155598,0.00002615734,0.000054639022,0.0249134,0.9490368,0.00015658628,0.024796695,0.00041690542],"about_ca_topic_score_codex":6.621558e-7,"about_ca_topic_score_gemma":0.000007805253,"teacher_disagreement_score":0.023321396,"about_ca_system_score_codex":0.0002415396,"about_ca_system_score_gemma":0.000016377726,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W2120490278","doi":"10.1109/icma.2008.4798755","title":"Application of a model reference adaptive feedback linearization controller to a magnetic telemanipulation system","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Linearization; Controller (irrigation); Control theory (sociology); Feedback linearization; Robot; Control engineering; Computer science; Adaptive control; Artificial intelligence; Engineering; Control (management); Physics; Nonlinear system","score_opus":0.026833027490684582,"score_gpt":0.2187716004800456,"score_spread":0.191938572989361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120490278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18594587,0.000039574406,0.81086856,0.000009089296,0.000011743988,0.0003176837,0.0000033895028,0.000483427,0.0023206896],"genre_scores_gemma":[0.95341265,0.000026112519,0.046293713,0.000006149894,0.000009506611,0.00008101672,0.000004578,0.0000127973735,0.00015348462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995281,0.0000016510643,0.00018237226,0.00010997361,0.00008437851,0.000093529976],"domain_scores_gemma":[0.99970216,0.000012112164,0.000028825272,0.0001354856,0.00009834558,0.000023063429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002302705,0.00008074716,0.00013340644,0.000076672484,0.000022273514,0.0000023103348,0.00006364903,0.00006248404,0.0000015629658],"category_scores_gemma":[0.000012099517,0.000073823925,0.0000139860385,0.00021965368,0.000014995233,0.000070174356,0.000014374207,0.000049492624,0.000019683275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018572697,0.000008391809,0.000022015494,0.000031794138,0.000004830157,2.3192396e-7,0.000089508765,0.7845005,0.1978278,0.00903009,0.00004872466,0.0084175775],"study_design_scores_gemma":[0.00020870635,0.00005402967,0.0010854453,0.00001629176,0.0000046342916,0.0000025797315,0.000073345305,0.9750014,0.023180876,0.0002049396,0.000081825354,0.00008591247],"about_ca_topic_score_codex":0.000018873214,"about_ca_topic_score_gemma":0.000009894891,"teacher_disagreement_score":0.7674668,"about_ca_system_score_codex":0.000046726487,"about_ca_system_score_gemma":0.000006036826,"threshold_uncertainty_score":0.30104524},"labels":[],"label_agreement":null},{"id":"W2120724999","doi":"10.1117/1.3506744","title":"Pressure sensing in vacuum hermetic micropackaging for MOEMS-MEMS","year":2010,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Bolometer; Calibration; Microelectromechanical systems; Torr; Sensitivity (control systems); Pressure measurement; Pressure sensor; Materials science; Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Mechanical engineering; Physics; Detector","score_opus":0.0052360109074649185,"score_gpt":0.21690494824093043,"score_spread":0.2116689373334655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120724999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878683,0.008287988,0.0020007144,0.00013992608,0.0011974765,0.00026187167,0.000018824212,0.00011295002,0.00011195584],"genre_scores_gemma":[0.97091615,0.0020624697,0.026587382,0.000037403785,0.0002627624,0.000006068309,0.0000015983886,0.00006825253,0.000057935948],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984873,0.0000063665934,0.0006156427,0.00022620293,0.00014428463,0.0005202016],"domain_scores_gemma":[0.9991717,0.00009770211,0.00020732738,0.00025602535,0.00013813855,0.00012911923],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041631103,0.0003031966,0.0005299582,0.0006886095,0.00009214452,0.00007660305,0.00022262758,0.00026667007,0.0000043252703],"category_scores_gemma":[0.00004924839,0.00026183558,0.000241589,0.00036629642,0.00014526663,0.00027263138,0.000043840468,0.00079296133,6.177048e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032458112,0.000039433675,0.00073326303,0.00013543062,0.00009478471,0.000032132648,0.00022775597,0.00010205898,0.97803414,0.000056224457,0.00040847098,0.020103842],"study_design_scores_gemma":[0.0025720934,0.00035693304,0.011667887,0.0004438106,0.00016713608,0.0011694528,0.00071554986,0.00046930098,0.846236,0.005495182,0.12991834,0.0007883578],"about_ca_topic_score_codex":0.000013282078,"about_ca_topic_score_gemma":0.000054479275,"teacher_disagreement_score":0.13179818,"about_ca_system_score_codex":0.0000149731695,"about_ca_system_score_gemma":0.000022580105,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W2120901477","doi":"10.1109/cimsa.2003.1227228","title":"Control strategies for an inchworm piezomotor","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Control engineering; PID controller; Computer science; Control theory (sociology); Scheme (mathematics); Controller (irrigation); Artificial neural network; Tracking (education); Control system; Control (management); Engineering; Artificial intelligence; Temperature control","score_opus":0.012051864508513626,"score_gpt":0.2403407227350019,"score_spread":0.22828885822648828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120901477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41374296,0.0001135186,0.57714164,0.000084128835,0.0001472391,0.00029321128,0.000009825484,0.0022818758,0.0061855707],"genre_scores_gemma":[0.975783,0.00001689327,0.02397474,0.000039909166,0.000045084354,0.00007374518,0.000002147762,0.000016695223,0.00004780189],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99965173,2.9534488e-7,0.00007710426,0.00007834826,0.000032449047,0.0001600924],"domain_scores_gemma":[0.999812,0.000011999287,0.0000067383853,0.00012806748,0.000014955604,0.000026257767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023316128,0.00007915605,0.000087936736,0.00003183651,0.00003019548,0.00002312017,0.00008393839,0.000059892634,0.000008622963],"category_scores_gemma":[0.000006986146,0.0000660149,0.000023950277,0.000039736155,0.000022002296,0.00027293008,0.0000050397384,0.000051940777,0.000006938143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020068212,0.0000442278,0.0000069574403,0.000057050005,0.00003899292,0.0000030608385,0.000121332814,0.089815915,0.54900545,0.32915747,0.00052210625,0.031207347],"study_design_scores_gemma":[0.004657335,0.0008413899,0.00032026964,0.0000296797,0.000023033459,0.000010441822,0.0024103017,0.005461164,0.34063715,0.5938023,0.051060386,0.0007465969],"about_ca_topic_score_codex":0.000012393292,"about_ca_topic_score_gemma":0.000113604314,"teacher_disagreement_score":0.56204003,"about_ca_system_score_codex":0.000026934595,"about_ca_system_score_gemma":0.000010591862,"threshold_uncertainty_score":0.26920095},"labels":[],"label_agreement":null},{"id":"W2121228782","doi":"10.1109/cjece.2006.259187","title":"Performance assessment of a multi-level repulsive-force out-of-plane microelectrostatic actuator","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Actuator; Plane (geometry); Physics; Materials science; Mechanics; Mathematics; Engineering; Electrical engineering; Geometry","score_opus":0.008673504382349893,"score_gpt":0.20041427749661828,"score_spread":0.19174077311426838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121228782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8511808,0.00094169704,0.14761616,0.000011474808,0.00015520604,0.000046745114,0.000005948244,0.000021485104,0.000020487438],"genre_scores_gemma":[0.9532551,0.000118207805,0.046529535,0.0000049797363,0.00005938136,0.0000011148163,0.0000013037508,0.000014716558,0.000015629068],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925786,0.0000022311658,0.00033516754,0.00006969688,0.00007457394,0.00026043857],"domain_scores_gemma":[0.9996134,0.00005104375,0.00007913076,0.00007490081,0.00006401274,0.000117501404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056348235,0.00012269236,0.00027037662,0.0002666386,0.000021527354,0.000010292008,0.00011938023,0.000059008806,0.0000020115485],"category_scores_gemma":[0.000012808229,0.00011290225,0.000046058634,0.00017051789,0.000023618157,0.00008095489,0.000007258277,0.0002385803,1.3923346e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012112487,0.000046475085,0.0036716165,0.00048517104,0.00020805714,0.00014451363,0.00020705498,0.23286895,0.66932744,0.00080631976,0.00061263394,0.09160964],"study_design_scores_gemma":[0.0009768556,0.00075236923,0.087417655,0.00030944162,0.000038490572,0.000262453,0.000010705038,0.7831193,0.124813534,0.000094832285,0.0017876757,0.00041668236],"about_ca_topic_score_codex":0.000059809896,"about_ca_topic_score_gemma":0.000112398084,"teacher_disagreement_score":0.55025035,"about_ca_system_score_codex":0.00008093526,"about_ca_system_score_gemma":0.000085398395,"threshold_uncertainty_score":0.460402},"labels":[],"label_agreement":null},{"id":"W2121341028","doi":"10.1109/cicc.2008.4672054","title":"Frequency tunable silicon carbide resonators for MEMS above IC","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Resonator; Materials science; Silicon carbide; Fabrication; Optoelectronics; Silicon; Surface micromachining; CMOS; Electronic engineering; Engineering","score_opus":0.01603672610592938,"score_gpt":0.22092088742825544,"score_spread":0.20488416132232606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121341028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97053176,0.0014655967,0.003758681,0.000057807,0.00026051688,0.00023272868,0.000009167048,0.0017749179,0.021908825],"genre_scores_gemma":[0.98021764,0.0007275721,0.015635313,0.000047800197,0.00006473135,0.00010455238,0.0000043965147,0.00004552793,0.0031524615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938774,6.3563596e-7,0.00013348277,0.0001408591,0.00006618194,0.000271126],"domain_scores_gemma":[0.99966514,0.000040826704,0.000012699847,0.00021907483,0.000024326953,0.000037909373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003054507,0.00012046522,0.00014095438,0.00006493021,0.00006830071,0.0000050479657,0.00011784557,0.000105403604,0.000040733004],"category_scores_gemma":[0.000045729754,0.000107446955,0.000051592095,0.0001189205,0.00004187937,0.0001223088,0.000016083975,0.00010085036,0.000021847965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046916307,0.000018937359,0.00041686647,0.00007190547,0.000038812974,0.00002267104,0.00015054364,0.0011933425,0.9596491,0.014246354,0.01808229,0.006104485],"study_design_scores_gemma":[0.0003423782,0.00005034961,0.00057916634,0.000011976685,0.0000059655395,0.0000151908,0.00015624469,0.00045892014,0.93078065,0.014724029,0.05258785,0.0002872828],"about_ca_topic_score_codex":0.0000727769,"about_ca_topic_score_gemma":0.00004906241,"teacher_disagreement_score":0.034505557,"about_ca_system_score_codex":0.000053432028,"about_ca_system_score_gemma":0.000010488497,"threshold_uncertainty_score":0.43815595},"labels":[],"label_agreement":null},{"id":"W2121625273","doi":"10.1109/iscas.2005.1465016","title":"A Low-Complexity Scanned-Array 3D IIR Frequency-Planar Filter","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Infinite impulse response; Field-programmable gate array; Filter (signal processing); Computer science; 2D Filters; Planar; Multiplexing; Electronic engineering; Computer hardware; Finite impulse response; Digital filter; Engineering; Algorithm; Telecommunications; Computer vision","score_opus":0.016655040316866394,"score_gpt":0.22523596731776555,"score_spread":0.20858092700089914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121625273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72964203,0.00084109436,0.056891754,0.0014528582,0.00046957817,0.00032374533,0.000043420638,0.0072643533,0.20307113],"genre_scores_gemma":[0.8074482,0.00013735564,0.19055057,0.00023855692,0.00016368933,0.000024554267,0.000010101371,0.000037491,0.0013894953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992665,0.0000016337278,0.00015815343,0.00016392049,0.00008944195,0.0003203157],"domain_scores_gemma":[0.9995829,0.000015505004,0.000013910226,0.00031894495,0.000016096665,0.00005265682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036089277,0.00015849805,0.00015017139,0.000071426686,0.000051500818,0.00001610851,0.00019496023,0.00010415189,0.00065096625],"category_scores_gemma":[0.000014923825,0.00013597951,0.000042357093,0.00011760234,0.00006698703,0.0001997765,0.000016626524,0.00017301977,0.0003363912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005053769,0.000048613994,0.0000859845,0.00006465702,0.00003737324,0.00001417034,0.00011610258,0.0021506192,0.91342664,0.0064407485,0.022065878,0.055544134],"study_design_scores_gemma":[0.0004584628,0.00005502265,0.0013998842,0.000047116715,0.000009850858,0.000023111694,0.00011449671,0.0010945463,0.8411928,0.014257438,0.14070965,0.0006376288],"about_ca_topic_score_codex":0.000027562797,"about_ca_topic_score_gemma":0.00034955205,"teacher_disagreement_score":0.20168164,"about_ca_system_score_codex":0.00006161085,"about_ca_system_score_gemma":0.0000053331773,"threshold_uncertainty_score":0.71276236},"labels":[],"label_agreement":null},{"id":"W2122069149","doi":"10.1109/jsen.2010.2102350","title":"On the Feasibility of a New Approach for Developing a Piezoresistive 3D Stress Sensing Rosette","year":2010,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Piezoresistive effect; Rosette (schizont appearance); Stress (linguistics); Materials science; Shear stress; Strain (injury); Strain gauge; Computer science; Electronic engineering; Biological system; Composite material; Engineering; Biology","score_opus":0.04608210839341351,"score_gpt":0.28232376835647127,"score_spread":0.23624165996305777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122069149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86291647,0.000025458747,0.1358486,0.00014018004,0.0004280989,0.00019893308,0.000012267131,0.00009589666,0.00033408948],"genre_scores_gemma":[0.8473601,0.00002499519,0.1522879,0.000026590624,0.00019908304,0.000001645666,7.551401e-7,0.000025788137,0.00007319167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924123,0.000008552745,0.00023614074,0.00012938159,0.00013758066,0.00024710852],"domain_scores_gemma":[0.99931014,0.0002315008,0.00009670268,0.00022566685,0.00008722692,0.000048795915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024635042,0.00014290943,0.00018978979,0.00007550174,0.00014750732,0.000030413017,0.0001561008,0.000106378524,0.000004811939],"category_scores_gemma":[0.00035008026,0.0000975089,0.00008419415,0.00011537894,0.00007823053,0.00006396257,0.000012847755,0.00063338684,0.0000013289794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016397194,0.000048108024,0.00013074599,0.00014530709,0.00018156467,0.000018344175,0.0009880055,0.06841275,0.87777686,0.0017061807,0.0066030812,0.04382509],"study_design_scores_gemma":[0.0009962665,0.00010117339,0.0014616691,0.00019694981,0.000044195098,0.00021669574,0.00080597366,0.0322781,0.94637054,0.015860433,0.0012042727,0.00046375705],"about_ca_topic_score_codex":0.000004232576,"about_ca_topic_score_gemma":0.000017156644,"teacher_disagreement_score":0.068593666,"about_ca_system_score_codex":0.000048191592,"about_ca_system_score_gemma":0.000039980398,"threshold_uncertainty_score":0.39762974},"labels":[],"label_agreement":null},{"id":"W2122690958","doi":"10.1504/ijmtm.2008.016778","title":"Bulk micromachining for SOI based microsystems using double side XeF&lt;SUB align=right&gt;2 etching","year":2008,"lang":"en","type":"article","venue":"International Journal of Manufacturing Technology and Management","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Silicon on insulator; Materials science; Microsystem; Microfabrication; Microelectromechanical systems; Wafer; Surface micromachining; Etching (microfabrication); Optoelectronics; Xenon difluoride; Fabrication; Bulk micromachining; Photolithography; Wafer bonding; Silicon; Nanotechnology; Layer (electronics); Chemistry","score_opus":0.014448423687454623,"score_gpt":0.24564040994714212,"score_spread":0.2311919862596875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122690958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153796,0.0006912356,0.08174675,0.00057530287,0.00087983836,0.00021183348,0.0000055801675,0.00029451866,0.00021536765],"genre_scores_gemma":[0.956711,0.00067800895,0.042365972,0.00004492502,0.000106594256,0.000015757183,0.000002514895,0.000031206102,0.00004404471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989312,0.00000382871,0.00044178724,0.00017907716,0.0001879707,0.00025613216],"domain_scores_gemma":[0.9994767,0.000043128268,0.00021555045,0.0001559554,0.00007221128,0.00003647566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018045759,0.00020148499,0.00026116517,0.0009966623,0.00015477555,0.000035934478,0.00045781553,0.00015794783,0.0000030834385],"category_scores_gemma":[0.00001136896,0.00018789612,0.00009617806,0.00007760443,0.00012487287,0.00020513214,0.00013979018,0.0002664431,0.0000014657057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033950413,0.00013025058,0.00021478701,0.00042078178,0.0016965317,0.0014192621,0.00017754815,0.09112999,0.8435595,0.008548272,0.0008954641,0.051468078],"study_design_scores_gemma":[0.0018178558,0.0000631576,0.0001746767,0.0002851754,0.0000472781,0.00068399677,0.000102967766,0.0020086193,0.9598229,0.0036784022,0.031082911,0.00023207477],"about_ca_topic_score_codex":0.000004035458,"about_ca_topic_score_gemma":0.000007277612,"teacher_disagreement_score":0.11626335,"about_ca_system_score_codex":0.00013791074,"about_ca_system_score_gemma":0.000011255943,"threshold_uncertainty_score":0.7662181},"labels":[],"label_agreement":null},{"id":"W2123277086","doi":"10.1109/icma.2006.257461","title":"Design of a MEMS-Based Nanomanipulator with Sub-Nanometer Resolution","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microactuator; Microelectromechanical systems; Compliant mechanism; Capacitive sensing; Microfabrication; Electronic engineering; Precision engineering; Linearity; Materials science; Computer science; Actuator; Finite element method; Engineering; Nanotechnology; Miniaturization","score_opus":0.013176211212715587,"score_gpt":0.18937172627878332,"score_spread":0.17619551506606773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123277086","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48742786,0.00016458528,0.51080894,0.000010547812,0.000021372398,0.00010995374,9.982089e-7,0.00051893416,0.0009367978],"genre_scores_gemma":[0.93159646,0.0000073084566,0.06826612,0.0000046299683,0.000008530745,0.000016316719,0.000002037093,0.000017460638,0.00008115316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995954,0.00000153494,0.000114942966,0.00008323279,0.00006842741,0.00013644934],"domain_scores_gemma":[0.9997676,0.000021544554,0.00001978976,0.00016143563,0.0000188477,0.000010789759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032989305,0.000087261076,0.0001104659,0.000083174105,0.000016564063,0.0000040717355,0.000059183403,0.000054978627,0.000012169223],"category_scores_gemma":[0.0000032802384,0.00006579231,0.000017872155,0.0001486934,0.000036762853,0.000063489766,0.000006375942,0.000043530683,0.0000039614624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001557132,0.000013746552,0.00006696598,0.000019796984,0.000006497972,0.0000022350748,0.000002321357,0.17214961,0.8262913,0.00046555477,0.00029395832,0.00067238556],"study_design_scores_gemma":[0.0002586308,0.000092214985,0.0009876862,0.000017955002,0.000006212835,0.0000014745547,0.000007803743,0.012606466,0.9850355,0.0004210706,0.0004521751,0.00011280854],"about_ca_topic_score_codex":0.000020267253,"about_ca_topic_score_gemma":0.000022663502,"teacher_disagreement_score":0.44416857,"about_ca_system_score_codex":0.000026816708,"about_ca_system_score_gemma":0.0000067686815,"threshold_uncertainty_score":0.26829326},"labels":[],"label_agreement":null},{"id":"W2123705507","doi":"10.1109/jsen.2009.2030975","title":"A Novel Miniature Four-Dimensional Force/Torque Sensor With Overload Protection Mechanism","year":2009,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Torque; Linearity; Engineering; Mechatronics; Rectangle; Nonlinear system; Control theory (sociology); Sensitivity (control systems); Electronic engineering; Control engineering; Computer science; Physics; Artificial intelligence; Mathematics","score_opus":0.01328196117135453,"score_gpt":0.20684324393625297,"score_spread":0.19356128276489845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123705507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94919795,0.00009449911,0.048093095,0.00039201853,0.00076493935,0.00027624576,0.0000098783385,0.000657878,0.00051346933],"genre_scores_gemma":[0.9522256,0.000081279,0.046264265,0.00012975615,0.00052251015,0.0000071056465,0.000001006285,0.00005330487,0.000715118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988011,0.0000069169555,0.00024764895,0.00019714,0.00032205615,0.00042513237],"domain_scores_gemma":[0.99944985,0.000020136318,0.00010058315,0.0001974378,0.00010798744,0.00012401638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022755,0.0002764938,0.00024657574,0.0001907391,0.0001936222,0.000055905413,0.000119717195,0.00024448038,0.000019444939],"category_scores_gemma":[0.000026805621,0.0002144065,0.000094099676,0.00020901946,0.000034883506,0.00025178565,0.0000072373755,0.00092286925,0.000013779969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006830242,0.000026586937,8.353089e-7,0.000009100817,0.000043499327,0.00014937094,0.000060123075,0.04117276,0.9548035,0.00021435574,0.0005143942,0.002937136],"study_design_scores_gemma":[0.0024594476,0.0010460808,0.00059760694,0.00032566633,0.00006124456,0.015444699,0.0002047394,0.0104706185,0.9516949,0.011729565,0.0050443183,0.0009210951],"about_ca_topic_score_codex":0.000002366135,"about_ca_topic_score_gemma":0.000006712145,"teacher_disagreement_score":0.030702144,"about_ca_system_score_codex":0.0001245815,"about_ca_system_score_gemma":0.000025952026,"threshold_uncertainty_score":0.8743243},"labels":[],"label_agreement":null},{"id":"W2123872206","doi":"10.1016/j.nima.2010.11.121","title":"The D0 Silicon Microstrip Tracker","year":2010,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Silicon; Materials science; Microstrip; Computer science; Optoelectronics; Physics; Optics","score_opus":0.029814367151014383,"score_gpt":0.3528484251326639,"score_spread":0.3230340579816495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123872206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978321,0.0001116483,0.000073640374,0.000065726694,0.00072741247,0.0003335194,0.000006329962,0.00018880486,0.000660828],"genre_scores_gemma":[0.99172974,0.0021883135,0.0058255945,0.000018868266,0.000095804724,0.00004785593,0.0000020261868,0.000050443163,0.000041356383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998302,0.00010397016,0.0002914849,0.00033867406,0.00029579393,0.00066811446],"domain_scores_gemma":[0.9993084,0.00022563453,0.00005804797,0.00022884159,0.00005679065,0.00012229549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262223,0.00022479879,0.0002459058,0.00021510269,0.0005911513,0.0003164593,0.00018870847,0.00021654679,0.000020431606],"category_scores_gemma":[0.00015408754,0.00017777515,0.000050186707,0.00065737165,0.0002944115,0.00024115025,0.00015391117,0.0015063593,0.000001866066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013848988,0.00003413153,0.00039268078,0.00000988957,0.000047548827,0.0000011788384,0.00016599284,0.0000029662265,0.7260276,0.00024777508,0.0000549016,0.2730015],"study_design_scores_gemma":[0.0019010381,0.00064389233,0.02160417,0.00007513157,0.000020690006,0.000011844351,0.0018639673,0.00288638,0.92601097,0.016939547,0.027339231,0.0007031622],"about_ca_topic_score_codex":0.000058497597,"about_ca_topic_score_gemma":0.00010970444,"teacher_disagreement_score":0.27229834,"about_ca_system_score_codex":0.00024000506,"about_ca_system_score_gemma":0.000015591799,"threshold_uncertainty_score":0.72494596},"labels":[],"label_agreement":null},{"id":"W2124085110","doi":"10.1109/jmems.2005.856651","title":"A liquid-filled buoyancy-driven convective micromachined accelerometer","year":2005,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"U.S. Naval Research Laboratory; Xidian University; Simon Fraser University","keywords":"Accelerometer; Acceleration; Prandtl number; Mechanics; Sensitivity (control systems); Buoyancy; Convection; Response time; Physics; Transient (computer programming); Transient response; Classical mechanics; Computer science; Engineering; Electronic engineering","score_opus":0.007502170559268186,"score_gpt":0.2154914408750824,"score_spread":0.2079892703158142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124085110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752784,0.0041532507,0.018648656,0.00021033065,0.0008171592,0.0002694841,0.000008720328,0.00031553092,0.0002984666],"genre_scores_gemma":[0.99390227,0.00047836383,0.0048802383,0.000044399098,0.0005001957,0.000013621392,0.0000011076098,0.00006241662,0.00011739986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981731,0.000029893563,0.0008499594,0.00018419737,0.0002522794,0.0005105327],"domain_scores_gemma":[0.99902135,0.00012315158,0.0002918726,0.00024213786,0.00017064405,0.00015082427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697194,0.0002888373,0.0007023276,0.00028941754,0.0000609046,0.000053042568,0.0004667829,0.0002547181,0.000049748887],"category_scores_gemma":[0.000096233685,0.00023396773,0.00025378005,0.00031247103,0.0000337721,0.0002917749,0.000041263116,0.0007338178,0.000043632735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121086836,0.000051293166,0.0000023094974,0.00003638502,0.0002080043,0.000028595448,0.000059202885,0.00081573875,0.99474984,0.00022512228,0.0017678312,0.0019346115],"study_design_scores_gemma":[0.0015678264,0.0019383103,0.000045900375,0.0002731238,0.00008088826,0.0012618564,0.00014659556,0.0026689717,0.9561148,0.00017183216,0.035225965,0.00050392654],"about_ca_topic_score_codex":0.0000045345073,"about_ca_topic_score_gemma":0.000008311107,"teacher_disagreement_score":0.03863502,"about_ca_system_score_codex":0.00037853318,"about_ca_system_score_gemma":0.00003624671,"threshold_uncertainty_score":0.9540927},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008618615418317661,"score_gpt":0.19431896854277475,"score_spread":0.1857003531244571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124191373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717276,0.005630602,0.0040896647,0.0001136999,0.000537487,0.00030804248,0.00008036232,0.015683336,0.0018292059],"genre_scores_gemma":[0.9897265,0.0014166584,0.007514623,0.000015524112,0.00003261734,0.00011416468,0.000009926585,0.00006677834,0.0011032018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842584,0.000002778107,0.00036541573,0.00037179148,0.00020453619,0.00062964106],"domain_scores_gemma":[0.9991202,0.000034582346,0.00005815024,0.00068470306,0.000067220426,0.00003514197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000089067056,0.0003505985,0.00040768523,0.00027875428,0.00024006744,0.00003344573,0.0006480267,0.00051159615,0.000021988819],"category_scores_gemma":[0.00007611454,0.00030736957,0.000110600595,0.0004829414,0.00031964784,0.00023253339,0.00027415782,0.00044505278,0.00013948129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054133893,0.000024210161,0.00024520417,0.00017081432,0.000030129517,0.00008201026,0.0000661215,0.00017350569,0.9839433,0.00061439513,0.010072394,0.004572529],"study_design_scores_gemma":[0.000270043,0.00003926159,0.00032634236,0.00012439603,0.0000055049654,0.00020347557,0.00092063885,0.00006933805,0.9185348,0.00093679235,0.07814884,0.00042052253],"about_ca_topic_score_codex":0.000028555503,"about_ca_topic_score_gemma":0.000026137064,"teacher_disagreement_score":0.06807645,"about_ca_system_score_codex":0.0002037338,"about_ca_system_score_gemma":0.000036325946,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W2124488572","doi":"10.1109/jsen.2011.2113374","title":"Development and Experimental Evaluation of a Novel Piezoresistive MEMS Strain Sensor","year":2011,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Piezoresistive effect; Sensitivity (control systems); Materials science; Doping; Temperature coefficient; Silicon; Analytical Chemistry (journal); Optoelectronics; Electronic engineering; Composite material; Chemistry; Engineering","score_opus":0.07899179339383632,"score_gpt":0.28488382525150324,"score_spread":0.2058920318576669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124488572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965125,0.0003570119,0.0016691311,0.0000034337531,0.00025643306,0.00009427462,0.0000054583884,0.00006569457,0.0010360853],"genre_scores_gemma":[0.94560933,0.000029414785,0.05428384,0.0000030462568,0.000037713984,0.000004620096,4.1810435e-7,0.000015447515,0.000016155702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999281,0.00000555181,0.00023223537,0.00008726022,0.00023898324,0.00015499428],"domain_scores_gemma":[0.9997054,0.000013243694,0.0000689446,0.00007243315,0.00008654962,0.000053446896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026112222,0.00011302811,0.0001342302,0.0001045429,0.00005823609,0.000008375155,0.000056615994,0.00006266387,0.00003146793],"category_scores_gemma":[0.000025730553,0.0001007173,0.000026028001,0.000058518654,0.000059272716,0.000095761134,0.000010083185,0.00015354365,0.0000017446479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016315254,0.000044989596,0.000017524088,0.000008511189,0.000057961824,0.000007869167,0.0028048935,0.002760375,0.9813677,0.000032998993,0.000044844648,0.012835997],"study_design_scores_gemma":[0.00074149255,0.000040062092,0.0018881453,0.000040608884,0.000018873718,0.00014238118,0.0031542745,0.0024631955,0.9910285,0.00010999594,0.00023704336,0.00013545962],"about_ca_topic_score_codex":0.000001954215,"about_ca_topic_score_gemma":0.0000042142296,"teacher_disagreement_score":0.052614707,"about_ca_system_score_codex":0.00007809106,"about_ca_system_score_gemma":0.000024001103,"threshold_uncertainty_score":0.41071323},"labels":[],"label_agreement":null},{"id":"W2125301274","doi":"10.1177/1077546308094249","title":"Instabilities in a MEMS Gyroscope Subjected to Angular Rate Fluctuations","year":2009,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Floquet theory; Instability; Vibrating structure gyroscope; Control theory (sociology); Parametric statistics; Amplitude; Angular velocity; Physics; Stability (learning theory); Method of averaging; Lyapunov function; Mechanics; Mathematics; Classical mechanics; Nonlinear system; Optics; Computer science; Quantum mechanics","score_opus":0.004215271504302871,"score_gpt":0.21352654842920665,"score_spread":0.20931127692490378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125301274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96324193,0.00047070548,0.03481856,0.0011114759,0.000076710814,0.00009918695,0.0000017051435,0.00004578886,0.0001339225],"genre_scores_gemma":[0.99817044,0.00013209131,0.0014047502,0.0002384068,0.000034211273,0.0000028490736,3.5535533e-7,0.0000039099496,0.000012991537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960226,0.000006011787,0.00021754189,0.000039902552,0.000054389784,0.00007992402],"domain_scores_gemma":[0.99980086,0.00003070062,0.000036550475,0.000049767452,0.00004816112,0.000033930493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010161509,0.000057697456,0.00013362762,0.00015950612,0.000021446362,0.000025909969,0.00003963636,0.000036941277,0.000008262857],"category_scores_gemma":[0.00011105941,0.000048753933,0.000019744335,0.00013724079,0.000009930813,0.00024490248,0.0000023741422,0.00009699837,8.203421e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028686709,0.000011385621,0.000042867356,0.000003265252,0.0000064152205,0.0000037886691,0.00025976327,0.005861001,0.98144525,0.00039672447,0.00005691245,0.011883937],"study_design_scores_gemma":[0.007740533,0.0017603952,0.3066249,0.00022909109,0.00005097962,0.00006215256,0.0027419187,0.012906398,0.63647133,0.022760894,0.008056022,0.00059538503],"about_ca_topic_score_codex":0.0000010233688,"about_ca_topic_score_gemma":0.000018907918,"teacher_disagreement_score":0.34497392,"about_ca_system_score_codex":0.000023856775,"about_ca_system_score_gemma":0.00001286931,"threshold_uncertainty_score":0.19881277},"labels":[],"label_agreement":null},{"id":"W2125710645","doi":"10.1109/lmwc.2005.861350","title":"Distributed MEMS analog phase shifter with enhanced tuning","year":2005,"lang":"en","type":"article","venue":"IEEE Microwave and Wireless Components Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Phase shift module; Microelectromechanical systems; Capacitor; Capacitance; Microwave; Insertion loss; Bandwidth (computing); Monolithic microwave integrated circuit; Radio frequency; Transmission line; Phase (matter); Materials science; Fabrication; Electric power transmission; Electrical engineering; Electronic engineering; Optoelectronics; Computer science; Engineering; Physics; Telecommunications; Amplifier; Voltage","score_opus":0.010191441354376619,"score_gpt":0.21525219171638346,"score_spread":0.20506075036200686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125710645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8986101,0.00014056207,0.100065105,0.00044779005,0.000108337095,0.00012368853,0.000027565968,0.00042225185,0.000054564618],"genre_scores_gemma":[0.9971993,0.00015018521,0.0020513046,0.00038656904,0.00009002839,0.000020625663,0.000050504677,0.000040745486,0.000010755748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904966,0.0000046829246,0.00019600235,0.0002557756,0.000108030305,0.00038583897],"domain_scores_gemma":[0.9996239,0.000026133474,0.00004196809,0.00021552743,0.000015537913,0.00007691432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035251956,0.0002554529,0.00026071665,0.00010363711,0.000091578855,0.000042454823,0.00014209362,0.00007788986,0.0000051096513],"category_scores_gemma":[0.0000013863414,0.00022341382,0.00003807344,0.00014205916,0.00013032375,0.00020900578,0.000027074226,0.00023831244,0.000010654917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034587414,0.000036855476,0.000033423334,0.000022152899,0.000057943886,0.00002644413,0.000108846405,0.001302422,0.97618675,0.000007960708,0.0007147129,0.021467881],"study_design_scores_gemma":[0.001411156,0.00004465407,0.00039793644,0.00008343797,0.00001900873,0.00001911661,0.000035858335,0.001731893,0.99203515,0.000013024213,0.0038639684,0.00034477728],"about_ca_topic_score_codex":0.000008499363,"about_ca_topic_score_gemma":0.000023352017,"teacher_disagreement_score":0.09858915,"about_ca_system_score_codex":0.000055339573,"about_ca_system_score_gemma":0.0000028727077,"threshold_uncertainty_score":0.9110551},"labels":[],"label_agreement":null},{"id":"W2126637171","doi":"10.1109/mwsym.2009.5165923","title":"Miniature RF MEMS switch matrices","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Insertion loss; Materials science; Resistive touchscreen; Crossover switch; Return loss; SIGNAL (programming language); Electrical engineering; Cantilever; Fabrication; Optoelectronics; Electronic engineering; Computer science; Optical switch; Engineering","score_opus":0.005703214692488689,"score_gpt":0.2163711895969976,"score_spread":0.21066797490450892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126637171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89091784,0.003959299,0.0044208784,0.00086734403,0.00034363422,0.00012659228,0.000002447477,0.0052911667,0.094070785],"genre_scores_gemma":[0.99002683,0.00065398007,0.008271043,0.00010111507,0.000056418983,0.0000028725642,0.0000011081854,0.000009576883,0.00087708177],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996503,1.6536983e-7,0.00007105875,0.000077524055,0.000052621148,0.00014832303],"domain_scores_gemma":[0.9998134,0.0000090895055,0.000007176556,0.00014140693,0.0000076095735,0.00002136359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015312353,0.00008139572,0.00008100867,0.0000458209,0.000019420577,0.000010685122,0.00010002244,0.00008910754,0.000045098983],"category_scores_gemma":[0.0000070932297,0.00006358889,0.000023376868,0.00013491916,0.000007011789,0.00008750822,0.000008121618,0.00010604146,0.000044082375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028215288,0.000016424588,0.000023715418,0.000017042597,0.000012835974,0.000014858566,0.00005447907,0.0008989302,0.80265045,0.0029114475,0.033745293,0.1596517],"study_design_scores_gemma":[0.0002700803,0.00008916222,0.0034809287,0.000022124825,0.000009737506,0.000015010068,0.0001996173,0.00035760438,0.6848916,0.021260045,0.28898707,0.0004170515],"about_ca_topic_score_codex":0.0000014097742,"about_ca_topic_score_gemma":0.0000042486163,"teacher_disagreement_score":0.25524178,"about_ca_system_score_codex":0.000011563702,"about_ca_system_score_gemma":0.0000015409065,"threshold_uncertainty_score":0.25930795},"labels":[],"label_agreement":null},{"id":"W2127267422","doi":"10.1109/jmems.2012.2189366","title":"Sensitivity Improvement of Micromachined Convective Accelerometers","year":2012,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Sensitivity (control systems); Analytical Chemistry (journal); Computer science; Chemistry; Engineering; Chromatography; Electronic engineering","score_opus":0.008454488801407868,"score_gpt":0.21515523676708098,"score_spread":0.20670074796567312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127267422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97634584,0.0024540639,0.019962767,0.000019804578,0.00092356716,0.00016237136,0.000008168898,0.00007238477,0.00005105632],"genre_scores_gemma":[0.9982898,0.00024805652,0.0012702,0.000009044466,0.00013793532,0.000003589039,6.231225e-7,0.000027713617,0.000013035809],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986688,0.000023923309,0.0006237019,0.00008223799,0.00019668405,0.00040465486],"domain_scores_gemma":[0.9991628,0.00011845602,0.0003285158,0.00015647909,0.000119161785,0.000114572154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280269,0.00017585231,0.000542456,0.00017255142,0.000025402987,0.000011958747,0.00015054757,0.000137845,0.0000062152517],"category_scores_gemma":[0.00006497286,0.00014227915,0.00016785944,0.00020184986,0.00003071784,0.00022779187,0.000037755828,0.00037830533,0.0000033972121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029302135,0.00006432722,0.000040000064,0.00007710308,0.0001768346,0.000006723384,0.000051201092,0.000048773178,0.99561226,0.00018415868,0.00018150854,0.0035278108],"study_design_scores_gemma":[0.00045798701,0.00056580285,0.00024121857,0.00007351977,0.000039709907,0.00037227615,0.00015628415,0.00015238402,0.99676317,0.00010648537,0.0009240886,0.00014708046],"about_ca_topic_score_codex":0.000018399083,"about_ca_topic_score_gemma":0.0000025299378,"teacher_disagreement_score":0.021943986,"about_ca_system_score_codex":0.00021323767,"about_ca_system_score_gemma":0.000016746262,"threshold_uncertainty_score":0.5801976},"labels":[],"label_agreement":null},{"id":"W2128383181","doi":"10.24908/pceea.v0i0.3867","title":"ENGINEERING CURRICULUM DEVELOPMENT IN MICROSYSTEMS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"CMC Microsystems (Canada); Queen's University","funders":"","keywords":"Microsystem; Microelectronics; Surface micromachining; Microelectromechanical systems; Multiphysics; Systems engineering; Multidisciplinary approach; Engineering; Computer science; Mechanical engineering; Fabrication; Nanotechnology; Electrical engineering; Materials science","score_opus":0.005641817602213878,"score_gpt":0.16682324575859903,"score_spread":0.16118142815638514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128383181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99380785,0.00020560113,0.00004251346,0.000094088326,0.0013850287,0.0002793835,0.000004325269,0.0002979866,0.0038832468],"genre_scores_gemma":[0.9927917,0.000018178676,0.006707873,0.000014789509,0.000047358626,0.00009236002,0.000002012708,0.00003789407,0.0002878343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990842,7.2577024e-7,0.0002988137,0.00013307689,0.00014905469,0.00033415525],"domain_scores_gemma":[0.9995492,0.000011614892,0.00010294321,0.0000852262,0.00015378835,0.000097232776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044073,0.00015506984,0.0001598867,0.0003877268,0.00005025458,0.00002716612,0.00027371568,0.00016359834,0.000010958346],"category_scores_gemma":[0.00029430585,0.00015844239,0.000042664542,0.000538613,0.000006941773,0.00018907351,0.00002145234,0.00024059539,0.000009249433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004908571,0.00036800953,0.49388623,0.0035029603,0.0005037649,0.000001969798,0.017565258,0.036002804,0.3723182,0.03101599,0.031273175,0.013556703],"study_design_scores_gemma":[0.00047602117,0.000017833918,0.44966745,0.0010766289,0.000035703033,0.000012062695,0.0012152658,0.009124122,0.35328227,0.00023720492,0.18367864,0.0011767753],"about_ca_topic_score_codex":0.0025033047,"about_ca_topic_score_gemma":0.005719708,"teacher_disagreement_score":0.15240547,"about_ca_system_score_codex":0.002144692,"about_ca_system_score_gemma":0.00017113352,"threshold_uncertainty_score":0.6461093},"labels":[],"label_agreement":null},{"id":"W2128433403","doi":"10.1109/ccece.2005.1556964","title":"A novel bistable microelectromechanical mechanism utilizing socket joints","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bistability; Microelectromechanical systems; Mechanism (biology); Power (physics); Computer science; Block (permutation group theory); State (computer science); Energy consumption; Mechanical engineering; Engineering; Electrical engineering; Materials science; Optoelectronics; Physics","score_opus":0.01102698470764262,"score_gpt":0.20472369436040225,"score_spread":0.19369670965275962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128433403","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37743387,0.00034828737,0.584881,0.0001195385,0.00032268683,0.000213908,0.000011568885,0.004768894,0.03190022],"genre_scores_gemma":[0.920938,0.00005854793,0.07748645,0.00003644634,0.000051490024,0.000020173631,0.0000050131384,0.000043260556,0.001360601],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915427,9.903933e-7,0.00017443225,0.0001779073,0.00009016152,0.00040221223],"domain_scores_gemma":[0.9997179,0.00001720891,0.000015895464,0.00020186593,0.00001741251,0.000029724642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005093915,0.00015521084,0.00016338371,0.00008463301,0.000059365913,0.000023786508,0.00013305082,0.00012666015,0.00008197894],"category_scores_gemma":[0.000010030873,0.00014521112,0.00005178043,0.0001792165,0.000017477114,0.0001067401,0.00004731409,0.00017870717,0.000046395566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001297493,0.000018449502,6.932067e-7,0.00001010532,0.000006860639,0.00000317134,0.0000032956946,0.000064056876,0.93372744,0.06385161,0.0012032139,0.0011097806],"study_design_scores_gemma":[0.00024076684,0.000025746458,0.000018709845,0.000010237453,0.0000048701427,0.000024450977,0.000050094677,0.0019932715,0.94761103,0.04225773,0.0075672716,0.00019583043],"about_ca_topic_score_codex":0.000057685666,"about_ca_topic_score_gemma":0.000081972066,"teacher_disagreement_score":0.5435041,"about_ca_system_score_codex":0.00006440438,"about_ca_system_score_gemma":0.0000069334983,"threshold_uncertainty_score":0.5921538},"labels":[],"label_agreement":null},{"id":"W2128547178","doi":"10.1109/jmems.2005.863784","title":"Pull-in voltage study of electrostatically actuated fixed-fixed beams using a VLSI on-chip interconnect capacitance model","year":2006,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitance; Finite element method; Voltage; Deflection (physics); Materials science; Interconnection; Beam (structure); Structural engineering; Chip; Nonlinear system; Mechanics; Engineering; Electrical engineering; Physics; Optics; Telecommunications","score_opus":0.013600746141286537,"score_gpt":0.23151108377174573,"score_spread":0.2179103376304592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128547178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108266,0.00053092715,0.08786753,0.000014135659,0.00021126872,0.00040924698,0.00000924587,0.0000963985,0.00003460675],"genre_scores_gemma":[0.99758995,0.000056821176,0.002164148,0.000009373203,0.00008076546,0.000011538739,0.000001299847,0.00006423477,0.000021856227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973015,0.000045301702,0.0014030408,0.0002475526,0.0003885647,0.0006140246],"domain_scores_gemma":[0.99887466,0.00016742323,0.00043017577,0.00029634594,0.00015082529,0.00008056876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050446414,0.00033703883,0.00094979256,0.00044356988,0.000045728033,0.000038462338,0.00042046994,0.00021577897,0.0000031300658],"category_scores_gemma":[0.0001192626,0.00028809046,0.00015927211,0.00054406846,0.000032141033,0.00019208378,0.000025540372,0.00090111775,0.0000014415846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013018512,0.00037155324,0.000022009632,0.00006118223,0.000083822124,0.000065133136,0.00008718233,0.11408707,0.8842607,0.00046865153,0.000056470988,0.00030603178],"study_design_scores_gemma":[0.0032444878,0.004540578,0.00009168235,0.00072564074,0.00009347923,0.0004124869,0.0007465913,0.19545676,0.789908,0.0041488474,0.000035949728,0.00059549295],"about_ca_topic_score_codex":0.000105266416,"about_ca_topic_score_gemma":0.00010989389,"teacher_disagreement_score":0.09435271,"about_ca_system_score_codex":0.0005095942,"about_ca_system_score_gemma":0.000055119282,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W2128918933","doi":"10.1109/icmens.2005.39","title":"Design and Simulation of One-Port Resonant- Piezoresistive Strain Sensor","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microfabrication; Piezoresistive effect; Resonator; Materials science; Surface micromachining; Port (circuit theory); Cantilever; Microelectromechanical systems; Optoelectronics; Electronic engineering; Electrical engineering; Acoustics; Fabrication; Engineering; Physics","score_opus":0.018366502612838592,"score_gpt":0.23234341021292496,"score_spread":0.21397690760008636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128918933","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3826739,0.00019956897,0.6149606,0.000014958028,0.000016265614,0.00012390096,0.0000052509477,0.0003547028,0.0016508538],"genre_scores_gemma":[0.9202399,0.000033805492,0.07950276,0.000002232362,0.000010202368,0.000002736019,0.0000019454055,0.000008753305,0.0001976119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968606,0.0000016819059,0.00010763537,0.00007005222,0.000049595947,0.00008499171],"domain_scores_gemma":[0.99981797,0.000066616456,0.000016083091,0.00007281181,0.000017266413,0.000009269987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040583167,0.000058732494,0.00008655309,0.000041849366,0.000014511984,0.0000031080692,0.000022871365,0.000051419833,0.00000898825],"category_scores_gemma":[0.000013782054,0.000053456115,0.00000941033,0.000054723165,0.00003211222,0.00004874341,0.000007811683,0.000039442777,0.0000010534417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009385522,0.000011148572,0.000085296226,0.000025163026,0.000008582424,0.0000029819544,0.000019489975,0.65039986,0.3238342,0.0012982201,0.000089803434,0.024215851],"study_design_scores_gemma":[0.00052403845,0.00010676462,0.032134168,0.000048366655,0.00001910987,0.0000024663777,0.00019155779,0.37544927,0.5727424,0.016731717,0.0017295617,0.00032056487],"about_ca_topic_score_codex":0.000011905846,"about_ca_topic_score_gemma":0.0000072411585,"teacher_disagreement_score":0.53756607,"about_ca_system_score_codex":0.0000095097785,"about_ca_system_score_gemma":0.000002438974,"threshold_uncertainty_score":0.2179877},"labels":[],"label_agreement":null},{"id":"W2129000627","doi":"10.1109/tie.2005.851682","title":"Large-Stroke Microelectrostatic Actuators for Vertical Translation of Micromirrors Used in Adaptive Optics","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Actuator; Translation (biology); Microelectromechanical systems; Stroke (engine); Stiction; Voltage; Displacement (psychology); Deformable mirror; Fabrication; Electric field; Materials science; Comb drive; Optics; Computer science; Physics; Mechanical engineering; Optoelectronics; Engineering; Electrical engineering; Artificial intelligence","score_opus":0.031652867658928156,"score_gpt":0.2577044597910294,"score_spread":0.22605159213210124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129000627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.500773,0.00012241185,0.49810693,0.00009617456,0.00015672589,0.00047012794,0.00009401668,0.00015614687,0.000024417644],"genre_scores_gemma":[0.9919218,0.00026584847,0.007592142,0.000011841368,0.00003912909,0.00009206518,0.0000062559207,0.000047081427,0.00002388257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987079,0.000011166813,0.00041050193,0.00019949095,0.00012749876,0.00054343167],"domain_scores_gemma":[0.9995028,0.00020957846,0.000034397533,0.00017049402,0.000035351208,0.000047422265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263793,0.00021156191,0.00030702454,0.0002692601,0.000058224847,0.000009714338,0.00012749444,0.00036621882,0.000011622197],"category_scores_gemma":[0.000012844064,0.00023155664,0.0001289496,0.00033332614,0.00004793302,0.00016876875,4.878562e-7,0.00070571573,0.0000028564045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006324003,0.00030277896,0.000002032006,0.00002374941,0.00013739735,9.287782e-7,0.00040064834,0.10970922,0.77618545,0.0005465232,0.00007003734,0.111988835],"study_design_scores_gemma":[0.0030436767,0.0006248416,0.0000023863763,0.000031318028,0.000057003508,0.0000020713428,0.00014814027,0.045898348,0.94794506,0.00029454264,0.001729338,0.0002232617],"about_ca_topic_score_codex":0.0000043811733,"about_ca_topic_score_gemma":0.00044161244,"teacher_disagreement_score":0.4911487,"about_ca_system_score_codex":0.00035121207,"about_ca_system_score_gemma":0.00010535588,"threshold_uncertainty_score":0.94426054},"labels":[],"label_agreement":null},{"id":"W2129142139","doi":"10.1109/icmens.2004.1509025","title":"A Novel MEMS Tunable Capacitor","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Capacitor; Microelectromechanical systems; Electrode; Materials science; Voltage; Actuator; Volt; Position (finance); Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Physics","score_opus":0.007062268343316915,"score_gpt":0.1819080474296367,"score_spread":0.1748457790863198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129142139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5825282,0.0004772943,0.19352105,0.00009970648,0.0005629669,0.00012914128,0.0000073885612,0.005191842,0.21748242],"genre_scores_gemma":[0.96221274,0.000023150742,0.03186069,0.000014787425,0.00011178191,0.00001645997,0.0000018392016,0.000020240486,0.0057383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996754,1.12722574e-7,0.00006797767,0.00006443925,0.00004214197,0.00014992981],"domain_scores_gemma":[0.9998514,0.0000076262413,0.0000047809895,0.00011648361,0.000007811765,0.000011902773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001299958,0.00006522659,0.000063481704,0.00003278833,0.00002027087,0.000008630841,0.000059170867,0.00004966106,0.00004779568],"category_scores_gemma":[0.0000041030635,0.000055521727,0.000018300148,0.00007844867,0.000017904606,0.00007281964,0.000010681741,0.000060128838,0.000044348726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.1539793e-7,0.000007928926,0.000009311629,0.0000066147522,0.0000029564933,0.0000012378614,0.0000033439026,0.0022547005,0.98214114,0.0052963565,0.008150579,0.0021255],"study_design_scores_gemma":[0.00018121138,0.000010167084,0.00035475608,0.0000056155795,0.0000023142707,0.00000720759,0.00005855865,0.0015080387,0.83223796,0.0041327514,0.16133381,0.00016762511],"about_ca_topic_score_codex":0.00010946147,"about_ca_topic_score_gemma":0.000065010696,"teacher_disagreement_score":0.37968457,"about_ca_system_score_codex":0.00002077786,"about_ca_system_score_gemma":0.0000017073702,"threshold_uncertainty_score":0.22641103},"labels":[],"label_agreement":null},{"id":"W2129935076","doi":"10.1088/0960-1317/19/4/045007","title":"The nanogap Pirani—a pressure sensor with superior linearity in an atmospheric pressure range","year":2009,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Atmospheric pressure; Pressure sensor; Optoelectronics; Etching (microfabrication); Linearity; Microheater; Fabrication; Layer (electronics); Composite material; Electronic engineering","score_opus":0.004187145187685966,"score_gpt":0.18922098716368416,"score_spread":0.1850338419759982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129935076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97285676,0.021919055,0.004657453,0.00009981675,0.00020883253,0.00014468443,0.0000057780935,0.000100254285,0.000007379267],"genre_scores_gemma":[0.980284,0.0043378435,0.015196608,0.000018695127,0.00007554937,0.0000023679002,4.5277073e-7,0.000036869733,0.000047619276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912053,0.00000640283,0.00031888962,0.00012729278,0.00010910487,0.0003177655],"domain_scores_gemma":[0.9995644,0.00002891871,0.000071743176,0.00018700057,0.00007155352,0.00007639646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018068819,0.00021205639,0.00030001855,0.000044580844,0.00007461384,0.00007723707,0.00022000173,0.000118047945,0.0000020631014],"category_scores_gemma":[0.000016465116,0.00014679498,0.0000493247,0.00018430238,0.000017726577,0.0002618395,0.000022259555,0.0004873548,3.1056558e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057824738,0.000025746021,0.000044677097,0.00006335965,0.000054902954,0.00005868662,0.00021208276,0.024134587,0.96351296,0.00008589179,0.000035618115,0.011713642],"study_design_scores_gemma":[0.0073547056,0.0035493774,0.0075239684,0.0013911352,0.000474805,0.0033129079,0.0022684073,0.14751107,0.61636555,0.0009854325,0.20721692,0.0020457325],"about_ca_topic_score_codex":0.0000024130902,"about_ca_topic_score_gemma":0.000019006142,"teacher_disagreement_score":0.34714743,"about_ca_system_score_codex":0.000023053099,"about_ca_system_score_gemma":0.000013038418,"threshold_uncertainty_score":0.59861255},"labels":[],"label_agreement":null},{"id":"W2130151426","doi":"10.1109/i-span.2008.47","title":"A Haptic Enabled DNA Model Sensing","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Haptic technology; Computer science; Human–computer interaction; Visualization; Representation (politics); Base (topology); Work (physics); Computer graphics (images); Simulation; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.018785616219563397,"score_gpt":0.20079162547560522,"score_spread":0.18200600925604182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130151426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7934279,0.00007190826,0.18188006,0.000027545642,0.00004381787,0.000039233964,3.3104646e-7,0.0018395504,0.022669675],"genre_scores_gemma":[0.938746,0.00015664479,0.059634645,0.00002699264,0.000012291914,0.000001303291,3.447848e-7,0.000016131198,0.0014056981],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996612,2.8579862e-7,0.00006861053,0.000071292365,0.00004381523,0.00015478699],"domain_scores_gemma":[0.999821,0.000008704143,0.0000047081294,0.00013555748,0.000009253035,0.00002076072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000115949315,0.00007118658,0.00008035232,0.000040137656,0.000043049025,0.0000033240415,0.00004193344,0.00004828302,0.000009698192],"category_scores_gemma":[0.000009969814,0.00006261402,0.000020776373,0.00006801407,0.000024369281,0.00007363178,0.000016519802,0.00007440107,0.00003155849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.980748e-7,0.0000028764607,0.0000016252635,0.000007686771,0.000007198119,0.000023415614,0.00006106843,0.09320139,0.90101475,0.0006068818,0.0012850384,0.0037872056],"study_design_scores_gemma":[0.000120364566,0.000006639528,0.000017937704,0.000006689135,0.0000023313316,0.00004049236,0.000041536274,0.7125543,0.28206077,0.0035987562,0.0014138997,0.00013633909],"about_ca_topic_score_codex":0.0000032024932,"about_ca_topic_score_gemma":0.0000053767117,"teacher_disagreement_score":0.6193529,"about_ca_system_score_codex":0.000019702633,"about_ca_system_score_gemma":0.0000044597978,"threshold_uncertainty_score":0.25533256},"labels":[],"label_agreement":null},{"id":"W2130261786","doi":"10.1109/icmens.2003.1221975","title":"On the role of machine learning algorithms in developing MEMS components","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Microelectromechanical systems; Computer science; Reliability (semiconductor); Artificial neural network; Artificial intelligence; Machine learning; Reduction (mathematics); Algorithm; Nanotechnology; Mathematics; Materials science","score_opus":0.012666723846442192,"score_gpt":0.2174732600497328,"score_spread":0.20480653620329062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130261786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887773,0.00022717056,0.0071111345,0.00014516321,0.00003910396,0.000068446534,5.970302e-7,0.00027658342,0.0033545273],"genre_scores_gemma":[0.99115753,0.00015373561,0.008626448,0.000017736582,0.0000040872765,0.00000635997,0.000001242962,0.000010608359,0.000022255199],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965686,0.0000014648281,0.00010414867,0.000060353897,0.00006214237,0.00011505961],"domain_scores_gemma":[0.9998519,0.00003932478,0.000013135508,0.00008221789,0.0000059794215,0.0000074668997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049842118,0.00006754883,0.00008631059,0.00005743025,0.000023065915,0.0000032504709,0.00009450559,0.00003598498,0.000009038441],"category_scores_gemma":[0.000024462941,0.000045385495,0.0000145193435,0.00012510848,0.000018231276,0.00003320765,0.000027115933,0.00016882372,0.000007671337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063003968,0.00003073326,0.00046340076,0.000021299424,0.000024521773,0.0000062393055,0.00032289483,0.29993665,0.5525747,0.09535835,0.0000073372685,0.051247597],"study_design_scores_gemma":[0.0003085668,0.0000295055,0.0015528746,0.00008510259,0.000001133594,0.0000018792439,0.0003023305,0.011386261,0.94981116,0.033534817,0.0028560495,0.00013028708],"about_ca_topic_score_codex":0.00009261132,"about_ca_topic_score_gemma":0.00004963621,"teacher_disagreement_score":0.39723653,"about_ca_system_score_codex":0.000043731747,"about_ca_system_score_gemma":0.0000031811664,"threshold_uncertainty_score":0.18507668},"labels":[],"label_agreement":null},{"id":"W2130997047","doi":"10.1109/newcas.2005.1496695","title":"Pull-In Voltage Calculations for-MEMS Sensors with Cantilevered Beams","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Cantilever; Microelectromechanical systems; Acoustics; Capacitance; Voltage; Deflection (physics); Beam (structure); Nonlinear system; Finite element method; Vibration; Diaphragm (acoustics); Materials science; Structural engineering; Engineering; Physics; Optics; Electrical engineering; Optoelectronics","score_opus":0.008700180178713404,"score_gpt":0.21959300812464017,"score_spread":0.21089282794592676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130997047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93378425,0.00007704171,0.06115186,0.000120334575,0.00004527054,0.00023641242,0.000014734007,0.0007925784,0.003777542],"genre_scores_gemma":[0.96960205,0.000030439029,0.028861472,0.000017064218,0.00003191622,0.0000427771,0.0000065304166,0.000023208382,0.0013845197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953115,3.5581488e-7,0.00010592274,0.000105453946,0.000049021997,0.00020811203],"domain_scores_gemma":[0.9997863,0.00002320415,0.000009472138,0.00014435883,0.000012509887,0.000024155112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022639011,0.00009418235,0.00010310952,0.00007562558,0.000028655886,0.000007914091,0.000057429486,0.000062064275,0.000021690661],"category_scores_gemma":[0.000010166168,0.000076456134,0.000020857413,0.00013166804,0.000021179525,0.00010928744,0.00000826312,0.00007858569,0.000006753448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010609641,0.00002348612,0.00047765716,0.000027345439,0.000024771076,0.000006489658,0.00010013925,0.8683307,0.100925095,0.0036844516,0.0016672513,0.02472197],"study_design_scores_gemma":[0.0025374624,0.00013494454,0.014052851,0.000092569186,0.00002700485,0.000029488978,0.0010240339,0.17433146,0.54665273,0.0015641828,0.2584111,0.0011421628],"about_ca_topic_score_codex":0.000050632505,"about_ca_topic_score_gemma":0.0012574792,"teacher_disagreement_score":0.6939993,"about_ca_system_score_codex":0.000051048686,"about_ca_system_score_gemma":0.0000054861475,"threshold_uncertainty_score":0.31177905},"labels":[],"label_agreement":null},{"id":"W2131329218","doi":"10.1109/jmems.2007.892891","title":"Redundancy RF MEMS Multiport Switches and Switch Matrices","year":2007,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Insertion loss; Redundancy (engineering); Microelectromechanical systems; Crossover switch; Analogue switch; RF switch; Fabrication; Electrical engineering; Port (circuit theory); Radio frequency; Optical switch; Electronic engineering; Computer science; Engineering; Materials science; Optoelectronics; Voltage","score_opus":0.007062198312160378,"score_gpt":0.22044782140090532,"score_spread":0.21338562308874495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131329218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478172,0.016118256,0.034785997,0.000055080065,0.00072640437,0.00016058667,0.0000016834181,0.0001891342,0.00014566616],"genre_scores_gemma":[0.9949806,0.002482587,0.0021261089,0.000010887598,0.00029593927,0.00000284879,4.0284442e-7,0.000038730966,0.00006191684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983712,0.000003814905,0.00078957225,0.00014458752,0.00024415352,0.0004466867],"domain_scores_gemma":[0.99921316,0.00011121559,0.00026327433,0.00015961353,0.00010463324,0.00014809475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007943062,0.00020545028,0.00047894657,0.00023865045,0.000058587593,0.00004938304,0.00023676247,0.00021692557,0.0000045004617],"category_scores_gemma":[0.00007127812,0.00016410497,0.00010125934,0.00026998625,0.000028842516,0.00020085167,0.00003509101,0.00051493855,0.000004646053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028949962,0.00002198142,0.00004967076,0.00008668619,0.00007537058,0.00006617698,0.000031847405,0.00004409626,0.98834866,0.00017144467,0.0004377728,0.010637365],"study_design_scores_gemma":[0.00089345407,0.00066159765,0.00037533315,0.0002952371,0.000060520597,0.003135342,0.00052361476,0.0002219695,0.9675487,0.0015334177,0.024348486,0.0004022705],"about_ca_topic_score_codex":0.000013705456,"about_ca_topic_score_gemma":0.000012453245,"teacher_disagreement_score":0.04716339,"about_ca_system_score_codex":0.00013464887,"about_ca_system_score_gemma":0.000019619763,"threshold_uncertainty_score":0.66920066},"labels":[],"label_agreement":null},{"id":"W2131473658","doi":"10.1109/sensor.2007.4300568","title":"Wirebonding Characterization and Optimization on Thick Filmsu-8 MEMS Structures and Actuators","year":2007,"lang":"en","type":"article","venue":"TRANSDUCERS 2007 - 2007 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Wire bonding; Materials science; Ball (mathematics); Yield (engineering); Composite material; Electronic engineering; Reliability (semiconductor); Mechanical engineering; Optoelectronics; Electrical engineering; Engineering","score_opus":0.01016359191321734,"score_gpt":0.24065449114102488,"score_spread":0.23049089922780755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131473658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8172119,0.00016660345,0.18037269,0.00009643348,0.0009278708,0.000333075,0.00015321224,0.0002968526,0.0004413358],"genre_scores_gemma":[0.99361026,0.0034703421,0.0021804513,0.000113156566,0.00014681018,0.0000060314833,0.00010992552,0.00006141411,0.0003016269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983132,0.000012459482,0.0005020787,0.00046478646,0.0002629135,0.00044457996],"domain_scores_gemma":[0.99928516,0.000105010295,0.00014281755,0.00016637336,0.00012432017,0.0001763323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002634388,0.0004167309,0.00036270384,0.00034131453,0.00018094818,0.00019309645,0.00015181763,0.00024850477,0.00006763143],"category_scores_gemma":[0.000036298596,0.00039694042,0.000043560613,0.00012864603,0.00019153219,0.00040206953,0.000040154395,0.00032484933,0.0000037922787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033604424,0.000071928174,0.0009294917,0.00048814336,0.00048873,0.00008002872,0.007147067,0.012872605,0.8033137,0.0055468814,0.0006389226,0.16808647],"study_design_scores_gemma":[0.0063748164,0.0006716134,0.018249474,0.0014730025,0.00022352322,0.00056964473,0.0061417315,0.0969437,0.78569734,0.0025954254,0.0765085,0.0045512305],"about_ca_topic_score_codex":0.000051356783,"about_ca_topic_score_gemma":0.000032687527,"teacher_disagreement_score":0.17819224,"about_ca_system_score_codex":0.00010645854,"about_ca_system_score_gemma":0.00002097671,"threshold_uncertainty_score":0.99984825},"labels":[],"label_agreement":null},{"id":"W2131818324","doi":"10.1109/mwsym.2004.1336050","title":"RF MEMS waveguide switch","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Actuator; Waveguide; Materials science; Power (physics); Radio frequency; Electronic engineering; Electrical engineering; Optoelectronics; Engineering; Physics","score_opus":0.008653370845265618,"score_gpt":0.2128271692686655,"score_spread":0.20417379842339986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131818324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81498843,0.00035482852,0.045071144,0.00029993756,0.00027460794,0.00007968192,9.391129e-7,0.0037546991,0.13517572],"genre_scores_gemma":[0.9875148,0.00017556275,0.011562942,0.000043952507,0.000030638836,0.000007909707,6.6338504e-7,0.000016477306,0.00064706244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996622,6.663662e-8,0.00007476038,0.0000698081,0.00004623233,0.00014689137],"domain_scores_gemma":[0.99981177,0.0000051786355,0.0000043586924,0.00014919497,0.000007410885,0.000022081507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016130856,0.000069421774,0.00006673068,0.000032022668,0.000018998378,0.000006484458,0.0000774242,0.00005224109,0.00004146774],"category_scores_gemma":[0.0000099082845,0.000057424742,0.000020781506,0.00008162324,0.00001498695,0.00006917437,0.000018100254,0.00007497205,0.00011572435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.364571e-7,0.000006946226,0.0000061647706,0.0000099195895,0.000010124043,0.000010148281,0.000027505926,0.013197188,0.960594,0.0083820615,0.0010628382,0.016692469],"study_design_scores_gemma":[0.00016896246,0.000012169795,0.000113105496,0.000007509442,0.0000016266379,0.0000060059647,0.00006632302,0.000051935283,0.94283366,0.020240556,0.03638623,0.000111927366],"about_ca_topic_score_codex":0.000016545358,"about_ca_topic_score_gemma":0.000031965727,"teacher_disagreement_score":0.17252634,"about_ca_system_score_codex":0.000035698096,"about_ca_system_score_gemma":0.0000034537472,"threshold_uncertainty_score":0.2341713},"labels":[],"label_agreement":null},{"id":"W2132013556","doi":"10.1109/tmtt.2010.2042511","title":"Distributed MEMS Tunable Impedance-Matching Network Based on Suspended Slow-Wave Structure Fabricated in a Standard CMOS Technology","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Waterloo","funders":"CMC Microsystems","keywords":"Impedance matching; CMOS; Microelectromechanical systems; Electrical impedance; Smith chart; Electronic engineering; Materials science; Capacitor; Coplanar waveguide; Footprint; Electrical engineering; Characteristic impedance; Transmission line; Optoelectronics; Engineering; Voltage; Telecommunications; Microwave","score_opus":0.0051733881314247766,"score_gpt":0.21792835910654976,"score_spread":0.21275497097512497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132013556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4808167,0.000062618616,0.51594394,0.00007935879,0.00017731368,0.0003942232,0.00015434502,0.0020658115,0.00030568903],"genre_scores_gemma":[0.9835668,0.00015795456,0.015983028,0.000051525232,0.000026634561,0.00010923931,0.000013945848,0.000061743696,0.000029132696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99867135,0.00002818938,0.00031111954,0.00038535244,0.00011365649,0.0004903491],"domain_scores_gemma":[0.99915946,0.00019665583,0.000058896945,0.00048061102,0.000044097065,0.000060268656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030889246,0.00036730987,0.00039064034,0.0004321678,0.00020030527,0.000038154903,0.00019710494,0.0005440063,0.00005875105],"category_scores_gemma":[0.000017177948,0.00034199722,0.000071416136,0.00066495663,0.00024260403,0.00013458873,0.0000046637965,0.001523769,0.000001717324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025203134,0.000039040955,0.000003553024,0.00003243437,0.000026271571,0.00002491041,0.000044301665,0.0055936296,0.9343354,0.0037563175,0.00006167547,0.05583045],"study_design_scores_gemma":[0.00037027485,0.00017183095,0.000005456204,0.00011461129,0.000018001077,0.000025605328,0.000100002275,0.00032366373,0.8613102,0.13633707,0.00090177404,0.00032154185],"about_ca_topic_score_codex":0.000007347737,"about_ca_topic_score_gemma":0.0001576113,"teacher_disagreement_score":0.5027501,"about_ca_system_score_codex":0.000100612706,"about_ca_system_score_gemma":0.000024183299,"threshold_uncertainty_score":0.9999032},"labels":[],"label_agreement":null},{"id":"W2132223375","doi":"10.1109/icmens.2005.17","title":"A Parametric Study of Thermal Effects on the Reliability of RF MEMS Switches","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microelectromechanical systems; Radio frequency; Reliability (semiconductor); Parametric statistics; Thermal; Power density; Power (physics); Materials science; Thermal resistance; Finite element method; Electronic engineering; Electrical engineering; Engineering; Optoelectronics; Structural engineering; Physics","score_opus":0.00828077233725819,"score_gpt":0.21198986800119604,"score_spread":0.20370909566393786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132223375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960781,0.000072988965,0.000121851604,0.000021173826,0.00004536697,0.00031251338,5.847014e-7,0.00021132304,0.0031361484],"genre_scores_gemma":[0.9997113,0.0000076648475,0.0001970847,0.0000029453138,0.000010138311,0.000026289412,1.295896e-7,0.000009055783,0.000035425244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99954224,0.000002921945,0.00015893538,0.00008672553,0.000108452885,0.000100699894],"domain_scores_gemma":[0.99921256,0.00039585595,0.000030399357,0.0003358273,0.00001885914,0.000006471739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112207155,0.00008380265,0.00015714885,0.00006401186,0.000015483809,0.000002244317,0.00012847883,0.000044494314,0.000006761367],"category_scores_gemma":[0.00011203439,0.00004627636,0.00003396409,0.00031385975,0.00003338301,0.00002704882,0.00002543643,0.00009715186,0.0000019515787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021148044,0.0005314735,0.008381865,0.0001280477,0.000038122253,0.0000016696115,0.00011823662,0.058965135,0.9188698,0.00085049774,0.00026597988,0.01182805],"study_design_scores_gemma":[0.00021190145,0.00030512936,0.06687534,0.000010814434,0.000008297247,1.1998618e-7,0.00029877122,0.00016944009,0.9305631,0.0014483273,0.000048508824,0.00006025821],"about_ca_topic_score_codex":0.00015709263,"about_ca_topic_score_gemma":0.000026461701,"teacher_disagreement_score":0.058795694,"about_ca_system_score_codex":0.000012974602,"about_ca_system_score_gemma":0.0000020043267,"threshold_uncertainty_score":0.18870951},"labels":[],"label_agreement":null},{"id":"W2133002075","doi":"10.1109/ccece.2003.1226339","title":"Anomalous resistance effect of Si containing deep impurities and its application to micro-sensor","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Impurity; Silicon; Semiconductor; Acceptor; Materials science; Sensitivity (control systems); Crystal (programming language); Spreading resistance profiling; Condensed matter physics; Analytical Chemistry (journal); Optoelectronics; Chemistry; Electronic engineering; Physics","score_opus":0.0033632223555335778,"score_gpt":0.20873065890633047,"score_spread":0.2053674365507969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133002075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838524,0.0017673384,0.01267406,0.000045502424,0.000020610603,0.00022907204,0.0000024346996,0.00036943852,0.0010391702],"genre_scores_gemma":[0.989863,0.0001187976,0.009871559,0.000013073897,0.0000102415515,0.000039446953,7.8065386e-7,0.000013354168,0.00006974194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962866,0.0000013887553,0.00010486209,0.00010350896,0.000038676164,0.00012289193],"domain_scores_gemma":[0.99979615,0.000041356634,0.000014742311,0.0001076689,0.000016445867,0.000023647845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037705428,0.000086252294,0.0001383391,0.00004885257,0.000024194995,0.000005239876,0.000053380747,0.00005052109,0.0000011637682],"category_scores_gemma":[0.000028221655,0.00007743827,0.000014388827,0.00008263329,0.000018650675,0.000052161497,0.000020043426,0.000048806225,0.000003718148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002293932,0.0000024554972,0.00007114452,0.00011918677,0.000007725365,0.0000018624742,0.00010433154,0.0014757172,0.9904731,0.0023209255,0.0000059590016,0.005394689],"study_design_scores_gemma":[0.00030687824,0.00011150761,0.0005983686,0.000035887573,0.0000044451485,0.000003061504,0.0001301769,0.000065073255,0.9974002,0.00052750343,0.00071396894,0.00010287583],"about_ca_topic_score_codex":0.0000061951405,"about_ca_topic_score_gemma":0.00005241913,"teacher_disagreement_score":0.0069271885,"about_ca_system_score_codex":0.000028407574,"about_ca_system_score_gemma":0.0000019691815,"threshold_uncertainty_score":0.3157841},"labels":[],"label_agreement":null},{"id":"W2133531836","doi":"10.1109/transducers.2015.7181352","title":"Employing piezojunction effect for ultra-low power resonant microdevice applications","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Resonator; Extensional definition; Resonance (particle physics); Power (physics); Silicon; Ultra low power; Power consumption; Optoelectronics; Materials science; Electrical engineering; Electronic engineering; Physics; Engineering","score_opus":0.011709089749556487,"score_gpt":0.24131885638956924,"score_spread":0.22960976664001276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133531836","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18842031,0.0009386723,0.79842055,0.00012582775,0.00037730482,0.0011077923,0.000010605928,0.0030995894,0.00749935],"genre_scores_gemma":[0.9740263,0.00005400089,0.024345364,0.00004909522,0.00006911943,0.00079545856,0.000012546036,0.00004706398,0.000601043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952406,0.0000016654113,0.00010729656,0.00013377584,0.000055495206,0.00017768313],"domain_scores_gemma":[0.9996362,0.00006548424,0.000013700926,0.00020037517,0.000040452178,0.000043799817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009856746,0.000104020735,0.00010778916,0.000051964067,0.000046573634,0.000013838867,0.0000848489,0.000077097706,0.0000044227672],"category_scores_gemma":[0.000042267264,0.000085424304,0.000037373942,0.00012291924,0.000016948585,0.00009631104,0.000009576408,0.00007627731,0.000039945917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025707819,0.000024537894,0.00009961574,0.00011956409,0.000031835134,7.3743365e-7,0.00009182914,0.0017751275,0.8685305,0.0019088743,0.012706737,0.11468494],"study_design_scores_gemma":[0.00054807344,0.0001298655,0.00010066185,0.000022365764,0.000013215424,0.000006170592,0.00016893087,0.000708288,0.58982366,0.0013788578,0.40686736,0.00023257855],"about_ca_topic_score_codex":0.0000049472787,"about_ca_topic_score_gemma":0.000009979158,"teacher_disagreement_score":0.785606,"about_ca_system_score_codex":0.000054523833,"about_ca_system_score_gemma":0.0000059006065,"threshold_uncertainty_score":0.34835023},"labels":[],"label_agreement":null},{"id":"W2133635434","doi":"10.1109/newcas.2006.250911","title":"Miniaturization of a Piezo-Actuation System Embedded in an Instrumented Autonomous Robot","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Miniaturization; Robot; Computer science; Throughput; Artificial intelligence; Embedded system; Electrical engineering; Engineering; Operating system","score_opus":0.005096009946462255,"score_gpt":0.1972975005983164,"score_spread":0.19220149065185416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133635434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701819,0.000027977301,0.027352955,0.000005887248,0.00007142221,0.00012414581,0.000001857382,0.00070231024,0.0015315816],"genre_scores_gemma":[0.9875035,0.000004857086,0.012390066,0.000001523593,0.000011969261,0.00001486545,0.000022602731,0.000011900445,0.000038689162],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955565,0.0000020574012,0.00020525066,0.00008334666,0.000054096236,0.00009961427],"domain_scores_gemma":[0.99980944,0.000006750018,0.00003183665,0.00012504101,0.000017345625,0.000009590929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030008221,0.00007324882,0.00011044238,0.0001267652,0.000012152883,0.000008971379,0.000054017,0.00007681682,0.000005184323],"category_scores_gemma":[0.0000048817406,0.00007057642,0.0000127794965,0.00017889007,0.000014292812,0.00017159137,0.000008382528,0.00004691979,0.0000020386913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006254707,0.00003810077,0.0007126991,0.00007766175,0.0000046035216,0.0000020133289,0.00012438884,0.120907314,0.8611639,0.005646442,0.000020152578,0.01129645],"study_design_scores_gemma":[0.00066531106,0.00008071764,0.027802408,0.0000790262,0.0000063711477,0.0000035171179,0.0009133797,0.13545954,0.8341211,0.0005038925,0.00014304042,0.00022169536],"about_ca_topic_score_codex":0.00006493156,"about_ca_topic_score_gemma":0.00024676733,"teacher_disagreement_score":0.02708971,"about_ca_system_score_codex":0.00007718686,"about_ca_system_score_gemma":0.0000069102143,"threshold_uncertainty_score":0.28780228},"labels":[],"label_agreement":null},{"id":"W2133824633","doi":"10.1109/tmtt.2007.897740","title":"Thermally Actuated Multiport RF MEMS Switches and Their Performance in a Vacuumed Environment","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Insertion loss; Redundancy (engineering); Electrical engineering; Actuator; Voltage; Crossover switch; Optical switch; Power consumption; Radio frequency; Electronic engineering; Maximum power transfer theorem; Engineering; Materials science; Power (physics); Crossbar switch; Optoelectronics; Physics","score_opus":0.007419477344083831,"score_gpt":0.20234017118843073,"score_spread":0.1949206938443469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133824633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7086082,0.00022201528,0.29007742,0.000009440145,0.000024617724,0.00021212031,0.000004913198,0.0005076639,0.00033358732],"genre_scores_gemma":[0.9936857,0.0038677645,0.002256798,0.00002864364,0.000007659544,0.00005627749,9.4165017e-7,0.00003094904,0.00006523824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993213,0.0000051699885,0.00019796025,0.00019212755,0.000044761186,0.00023872025],"domain_scores_gemma":[0.99964637,0.00010564796,0.000024621791,0.00017611452,0.0000064862725,0.000040762985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004151084,0.00021445917,0.00017967648,0.00018993324,0.000080146834,0.000011242815,0.00007820953,0.00016061646,0.000012630466],"category_scores_gemma":[0.0000017271307,0.00017532565,0.000031278614,0.000087799934,0.0001439833,0.00013603708,0.0000025632796,0.00032055905,0.0000018501022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070827184,0.000030617615,0.000012431177,0.000019166628,0.000016615675,0.0000031009326,0.00027878143,0.000070760856,0.7409782,0.00003308282,9.171896e-7,0.25848556],"study_design_scores_gemma":[0.00019309671,0.000102683836,0.0002985218,0.000059772057,0.000007954797,0.000024254936,0.00026598456,0.000022434837,0.9959695,0.0022433791,0.00060649205,0.00020596613],"about_ca_topic_score_codex":0.0000034745333,"about_ca_topic_score_gemma":0.000023911942,"teacher_disagreement_score":0.2878206,"about_ca_system_score_codex":0.000045308265,"about_ca_system_score_gemma":0.0000036331573,"threshold_uncertainty_score":0.71495724},"labels":[],"label_agreement":null},{"id":"W2133971847","doi":"10.1109/jmems.2009.2020393","title":"Active Release of Microobjects Using a MEMS Microgripper to Overcome Adhesion Forces","year":2009,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microscale chemistry; Microelectromechanical systems; Nanotechnology; Materials science; Adhesion; Substrate (aquarium); Mechanism (biology); Adhesive; Mechanical engineering; Composite material; Engineering; Physics","score_opus":0.01045790241400313,"score_gpt":0.24112117532876287,"score_spread":0.23066327291475974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133971847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98520136,0.0032532318,0.0106720645,0.00006654793,0.0004153536,0.00025934062,0.000008154406,0.00008997939,0.000033962267],"genre_scores_gemma":[0.99479896,0.0003789051,0.004566564,0.000039553117,0.0001591385,0.0000020651562,6.023612e-7,0.000032546457,0.00002169063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983053,0.000018989505,0.0008024418,0.00016712901,0.00026560304,0.00044049427],"domain_scores_gemma":[0.99903876,0.00006509935,0.00032955018,0.00022048206,0.00018644515,0.00015965919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024510303,0.00024326322,0.00069099676,0.0003505013,0.00004692896,0.000028250382,0.00033976522,0.00021433717,0.0000054679645],"category_scores_gemma":[0.0000883439,0.00020312882,0.0002215243,0.00043882526,0.000018999763,0.00022507494,0.000032861524,0.00043082298,0.0000038404974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012872208,0.000055741184,0.0000017822122,0.000057709938,0.00006944456,0.000028077362,0.00008903013,0.001183238,0.99137026,0.00008461037,0.0002984207,0.006632961],"study_design_scores_gemma":[0.0004994927,0.0013511033,0.000049264043,0.00044445516,0.000043108674,0.0005403883,0.00019443395,0.000359762,0.9941252,0.00051433523,0.001658769,0.00021971692],"about_ca_topic_score_codex":0.000019028479,"about_ca_topic_score_gemma":0.0000030177246,"teacher_disagreement_score":0.00959757,"about_ca_system_score_codex":0.00031089707,"about_ca_system_score_gemma":0.00004207777,"threshold_uncertainty_score":0.8283353},"labels":[],"label_agreement":null},{"id":"W2134148390","doi":"10.1111/j.1151-2916.2000.tb01413.x","title":"Controlling and Testing the Fracture Strength of Silicon on the Mesoscale","year":2000,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Council on Graduate Studies, Council of Ontario Universities","keywords":"Weibull distribution; Materials science; Composite material; Flexural strength; Isotropy; Mesoscale meteorology; Fillet (mechanics); Fabrication; Structural engineering; Optics; Geology; Engineering; Mathematics","score_opus":0.009006479285490794,"score_gpt":0.2172602202059469,"score_spread":0.20825374092045612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134148390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674094,0.00060038664,0.00007361911,0.0021931208,0.000051277053,0.000066329056,0.0000024787555,0.000028420629,0.00024340615],"genre_scores_gemma":[0.99767154,0.0009714348,0.0006057324,0.0006275331,0.00008202891,0.0000011984107,3.5218434e-8,0.000012184883,0.000028285465],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994643,0.000015545449,0.00020097799,0.00005176747,0.00014052339,0.0001269215],"domain_scores_gemma":[0.99885476,0.00067477016,0.00023280599,0.00018961691,0.000031944513,0.000016095399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018766632,0.000095752424,0.00020330069,0.00000826645,0.000120690536,0.000014725318,0.00027177282,0.000030228963,0.000009398028],"category_scores_gemma":[0.00010378071,0.00004002535,0.00015046554,0.00017986554,0.00030621715,0.000039792256,0.000019553676,0.00050990505,3.227053e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071840164,0.000066452405,0.002047182,0.00003359513,0.0005719663,0.0000027087872,0.0030416888,0.20100337,0.3168672,0.00010759044,0.008419223,0.46776718],"study_design_scores_gemma":[0.004656492,0.0021295752,0.2855176,0.001362906,0.00077634474,0.00049272564,0.05021696,0.16077898,0.39757946,0.015187995,0.07983392,0.0014670261],"about_ca_topic_score_codex":0.000016212172,"about_ca_topic_score_gemma":9.9456e-7,"teacher_disagreement_score":0.46630016,"about_ca_system_score_codex":0.00003201634,"about_ca_system_score_gemma":0.000011439241,"threshold_uncertainty_score":0.22153121},"labels":[],"label_agreement":null},{"id":"W2134288793","doi":"10.2528/pier06081404","title":"TWO NOVEL STRUCTURES FOR TUNABLE MEMS CAPACITOR WITH RF APPLICATIONS","year":2007,"lang":"en","type":"article","venue":"Electromagnetic waves","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Iran Telecommunication Research Center; University of Waterloo","keywords":"Microelectromechanical systems; Capacitor; Materials science; Optoelectronics; Electrical engineering; Engineering; Voltage","score_opus":0.006613139200482501,"score_gpt":0.2252991588603222,"score_spread":0.2186860196598397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134288793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7237436,0.0015141013,0.26937523,0.00006509543,0.00011189204,0.0008259622,0.000020107636,0.0011091852,0.0032347834],"genre_scores_gemma":[0.84467787,0.00004688432,0.15420422,0.000021763171,0.00020088897,0.00020785107,0.000011105075,0.00005079904,0.0005786483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991557,4.5748288e-7,0.00013900675,0.0001789821,0.00008997993,0.000435848],"domain_scores_gemma":[0.9995853,0.00006623527,0.000025105075,0.00023773494,0.00003651935,0.0000491302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045644323,0.0001591492,0.00014103312,0.0000872653,0.00008834612,0.0000198562,0.00014511003,0.00006773524,0.000013021759],"category_scores_gemma":[0.000011996479,0.00013328098,0.00002993705,0.00019441021,0.000072067916,0.00006371003,0.000010177834,0.00013265912,0.000002792625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115593175,0.00001194958,0.0000049265464,0.000028517059,0.000019038902,7.392374e-7,0.000030192052,0.00028160698,0.98273647,0.0062722447,0.00020637202,0.010396381],"study_design_scores_gemma":[0.00064212177,0.0004166018,0.00053370045,0.000008531486,0.00002272901,0.000029677345,0.00017698495,0.00024605295,0.94872427,0.012957401,0.035962623,0.0002793055],"about_ca_topic_score_codex":0.000012435204,"about_ca_topic_score_gemma":0.00007951145,"teacher_disagreement_score":0.120934196,"about_ca_system_score_codex":0.00004219847,"about_ca_system_score_gemma":0.000012156159,"threshold_uncertainty_score":0.54350406},"labels":[],"label_agreement":null},{"id":"W2135261920","doi":"10.1115/imece2007-42506","title":"Design and Optimization of a New Highly Linear Tunable MEMS Capacitor","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Capacitor; Capacitance; Linearity; Materials science; Voltage; Microelectromechanical systems; Sense (electronics); Nonlinear system; Electronic engineering; Electrode; Electrical engineering; Optoelectronics; Engineering; Physics","score_opus":0.01690790794167911,"score_gpt":0.2235077270877147,"score_spread":0.2065998191460356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135261920","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048777632,0.0002455569,0.94986427,0.000014773434,0.00006722891,0.00007410662,2.548506e-7,0.00036392402,0.0005922293],"genre_scores_gemma":[0.19592904,0.00026088377,0.8031903,0.000006492956,0.000033472796,0.0000014114091,6.3887916e-7,0.0000134996735,0.00056428765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996955,4.7924254e-7,0.00009859583,0.000058387435,0.000040526746,0.000106512656],"domain_scores_gemma":[0.99983776,0.000026907617,0.0000123281125,0.00007959299,0.000014500552,0.000028939106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005236075,0.00005724588,0.000078463665,0.000054121938,0.000012135002,0.0000031778025,0.00003556769,0.00006174915,0.000015409118],"category_scores_gemma":[0.000016266451,0.00004988204,0.000008275221,0.0000954774,0.000018701257,0.00008102342,0.000009371516,0.000043455733,0.0000013958046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063087573,0.0000043009663,0.00000658194,0.000017205339,0.000008475719,0.0000013646012,0.00007144515,0.6905711,0.29880977,0.00025399047,0.000715774,0.009533629],"study_design_scores_gemma":[0.00016993977,0.000038821283,0.000015111969,0.000009441916,0.0000038069315,0.00000202905,0.00010900201,0.07522131,0.92198354,0.00033793983,0.0020304224,0.000078639656],"about_ca_topic_score_codex":0.000024453962,"about_ca_topic_score_gemma":0.0000031050206,"teacher_disagreement_score":0.6231738,"about_ca_system_score_codex":0.000010945992,"about_ca_system_score_gemma":0.0000043085724,"threshold_uncertainty_score":0.20341305},"labels":[],"label_agreement":null},{"id":"W2135743624","doi":"10.1109/issse.2007.4294534","title":"Design of a Radio-Frequency Bistable Switch using a Thermal Actuation on a Dielectric Membrane","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Bistability; Bandwidth (computing); Dielectric; Polyimide; Solid-state; Microstrip; Radio frequency; Materials science; Coplanar waveguide; Optoelectronics; Electrical engineering; Computer science; Physics; Topology (electrical circuits); Engineering; Microwave; Telecommunications; Nanotechnology; Engineering physics; Layer (electronics)","score_opus":0.02453186043286305,"score_gpt":0.24274538425106176,"score_spread":0.21821352381819872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135743624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52998716,0.00014685871,0.46653807,0.000004443024,0.00003725904,0.00011426453,2.638541e-7,0.00029200615,0.0028796876],"genre_scores_gemma":[0.95103914,0.000070227165,0.04879126,0.000007028513,0.000016237476,0.000003963229,5.6056166e-7,0.000019346664,0.000052252537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941546,0.0000020767607,0.00016317767,0.000094689334,0.00009699609,0.00022758209],"domain_scores_gemma":[0.9996922,0.00007957204,0.000029829522,0.00015524877,0.000022521495,0.000020615256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015472424,0.000102391394,0.0001288423,0.00017870274,0.000028795781,0.0000051067177,0.00008032257,0.00008155926,0.000028471124],"category_scores_gemma":[0.000035636676,0.00008617286,0.000023633478,0.00036740946,0.000016061533,0.000103781975,0.000006888385,0.000101715494,0.0000032996827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016021067,0.000014169016,0.0000059997005,0.00001671271,0.000012353055,0.000003622289,0.000047602756,0.03893238,0.947236,0.00055170147,0.000005274265,0.013158173],"study_design_scores_gemma":[0.00020277964,0.00008477162,0.00010852681,0.000018550356,0.00000731739,0.00000375531,0.000037409474,0.020999804,0.97786844,0.00053279777,0.000028378485,0.0001074439],"about_ca_topic_score_codex":0.00002486725,"about_ca_topic_score_gemma":0.0000051575403,"teacher_disagreement_score":0.42105198,"about_ca_system_score_codex":0.00007602702,"about_ca_system_score_gemma":0.000011906541,"threshold_uncertainty_score":0.35140273},"labels":[],"label_agreement":null},{"id":"W2135970569","doi":"10.1109/solsen.1988.26463","title":"Polysilicon microbridge fabrication using standard CMOS technology","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fabrication; CMOS; Etching (microfabrication); Polysilicon depletion effect; Layer (electronics); Materials science; Process (computing); Electronic engineering; Nanotechnology; Optoelectronics; Electrical engineering; Computer science; Engineering; Transistor; Gate oxide; Voltage","score_opus":0.010035923440238815,"score_gpt":0.22895191900459094,"score_spread":0.21891599556435212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135970569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8247506,0.0006618434,0.16757335,0.000049582115,0.00014618985,0.000102316095,0.0000032403327,0.0017890229,0.004923831],"genre_scores_gemma":[0.94997185,0.00012041271,0.04970456,0.000015197885,0.000010191773,0.000008236184,9.772203e-7,0.00002172063,0.00014687229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994846,0.0000016047492,0.00011933032,0.00012174262,0.00004619104,0.00022655394],"domain_scores_gemma":[0.99969757,0.000007669215,0.000016287871,0.00022851887,0.00003170711,0.00001827008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039075945,0.000099716664,0.000115787305,0.00016250524,0.000048773545,0.000009245526,0.000081476996,0.000120707795,0.00003957941],"category_scores_gemma":[0.00004667977,0.00009567153,0.000022631935,0.00034326856,0.00004479699,0.00008308121,0.000016749802,0.000112269736,0.000017925555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.3529206e-7,0.000004062667,0.00019027415,0.00000753514,0.000009380628,0.0000014661908,0.0000068397053,0.0010194386,0.9786751,0.008043171,0.00026405897,0.011777704],"study_design_scores_gemma":[0.00012242599,0.000015205151,0.000048196423,0.000006668391,0.000004995291,0.000015342643,0.00012562802,0.00040312088,0.96305555,0.0026489182,0.033422552,0.00013137126],"about_ca_topic_score_codex":0.0000033309914,"about_ca_topic_score_gemma":0.0000038720214,"teacher_disagreement_score":0.12522121,"about_ca_system_score_codex":0.000080514685,"about_ca_system_score_gemma":0.000009098282,"threshold_uncertainty_score":0.3901372},"labels":[],"label_agreement":null},{"id":"W2136108399","doi":"10.1109/mwsym.2008.4633017","title":"Low temperature variable inductor using Porous Anodic Alumina","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Inductor; RFIC; Microelectromechanical systems; Aluminium; Dielectric; Anode; Optoelectronics; Porosity; CMOS; Electronic engineering; Electrical engineering; Composite material; Voltage; Electrode; Engineering","score_opus":0.013715581306350814,"score_gpt":0.20560662312862293,"score_spread":0.19189104182227212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136108399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929178,0.00034893828,0.0011870988,0.000011373486,0.00025737955,0.00007258202,0.0000030702852,0.001217313,0.0039844657],"genre_scores_gemma":[0.95914453,0.00017972036,0.039506067,0.0000402779,0.00007799287,0.0000047061535,0.000002803145,0.000031095922,0.0010127847],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994616,0.0000012260576,0.000105170635,0.00012633378,0.00007544806,0.00023023569],"domain_scores_gemma":[0.9997131,0.0000095133355,0.000011263253,0.00021132936,0.000020624208,0.000034154098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020830023,0.0001261487,0.0001330556,0.00006188151,0.00008645039,0.000009445148,0.00010025577,0.00015372747,0.000082389386],"category_scores_gemma":[0.000017114318,0.00010963784,0.000019852601,0.0002216166,0.0000448881,0.00016872861,0.000028026447,0.00020057645,0.000016862605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.996521e-7,0.000010496473,0.000028296125,0.000016086962,0.00000922287,0.000041658703,0.000031949327,0.003588676,0.9936643,0.00025780514,0.0019126495,0.00043782205],"study_design_scores_gemma":[0.00020255876,0.000025962798,0.00018757327,0.000028804612,0.0000056158674,0.00019739187,0.000120799545,0.0009010928,0.9912779,0.0004349428,0.006332627,0.00028473974],"about_ca_topic_score_codex":0.000017553471,"about_ca_topic_score_gemma":0.0000026810412,"teacher_disagreement_score":0.038318966,"about_ca_system_score_codex":0.00004789403,"about_ca_system_score_gemma":0.000017340906,"threshold_uncertainty_score":0.44709012},"labels":[],"label_agreement":null},{"id":"W2136246079","doi":"10.1109/isie.2006.296009","title":"Similarity Study between Electrostatic MEMS and Aeroelastic Wing Structures","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Aeroelasticity; Wing; Flutter; Wing configuration; Spring (device); Aerodynamics; Microelectromechanical systems; Structural engineering; Instability; Divergence (linguistics); Control theory (sociology); Computer science; Engineering; Aerospace engineering; Physics; Mechanics; Artificial intelligence","score_opus":0.007306448968570359,"score_gpt":0.2194589069915979,"score_spread":0.21215245802302754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136246079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135727,0.00019900626,0.0066495137,0.000013923566,0.00003941727,0.00015329955,0.0000025578327,0.0008118085,0.00077323546],"genre_scores_gemma":[0.99713445,0.000013068297,0.0027295826,0.000005064083,0.00004283057,0.0000071174336,0.0000028504305,0.000017173563,0.000047858768],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994619,0.0000020639345,0.000127653,0.0001280924,0.00007593991,0.00020438705],"domain_scores_gemma":[0.9997772,0.000062248095,0.000011379316,0.000119331824,0.000008764602,0.00002106923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034839777,0.0001204758,0.0001494554,0.000055185443,0.000058324964,0.000025184361,0.00006358758,0.00004849168,0.000007718411],"category_scores_gemma":[0.00001347793,0.00010119321,0.000012809404,0.00009806955,0.000029224117,0.0000857375,0.000029019462,0.00014668118,0.000001519169],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016423392,0.00015400207,0.18918493,0.00031528136,0.00033888238,0.0000749874,0.0006098199,0.024333915,0.7163763,0.0074243713,0.0021563997,0.05901468],"study_design_scores_gemma":[0.0011072402,0.00040052328,0.73772234,0.00002105257,0.0001002617,0.000009224565,0.0010519964,0.0011409952,0.1696567,0.0869857,0.0010810219,0.00072294084],"about_ca_topic_score_codex":0.000053260672,"about_ca_topic_score_gemma":0.00014746872,"teacher_disagreement_score":0.54853743,"about_ca_system_score_codex":0.00002081886,"about_ca_system_score_gemma":0.0000023741432,"threshold_uncertainty_score":0.41265395},"labels":[],"label_agreement":null},{"id":"W2136600760","doi":"10.1109/jssc.2009.2022914","title":"A Highly Integrated 1.8 GHz Frequency Synthesizer Based on a MEMS Resonator","year":2009,"lang":"en","type":"article","venue":"IEEE Journal of Solid-State Circuits","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resonator; Microelectromechanical systems; Frequency synthesizer; Amplifier; CMOS; Phase noise; Materials science; Electrical engineering; Electronic engineering; Optoelectronics; Phase-locked loop; Engineering","score_opus":0.013251203468580212,"score_gpt":0.24194997483668879,"score_spread":0.22869877136810857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136600760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845173,0.000917064,0.010595702,0.00047796092,0.0010677528,0.00018647229,0.00005278226,0.00056080054,0.0016241614],"genre_scores_gemma":[0.9979373,0.00044611908,0.0010788433,0.0002630828,0.00014736869,0.000004183545,0.0000010452127,0.0000507091,0.00007133563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983481,0.000014911291,0.0006405583,0.00017514777,0.00037584302,0.000445436],"domain_scores_gemma":[0.9989763,0.00013287125,0.00022197572,0.0002998266,0.00020351615,0.00016552379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002616992,0.00030417362,0.00048534918,0.00044871925,0.00006308972,0.00003765306,0.00038620725,0.00016888259,0.00002545163],"category_scores_gemma":[0.0001749377,0.00024902262,0.00017351807,0.00039348795,0.00005891305,0.00029646727,0.0000047642707,0.0007204133,0.000026977996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035726818,0.00011440808,0.000015213538,0.00003368415,0.00006742804,0.0005629301,0.00015625801,0.03707707,0.8897912,0.00008281659,0.002986531,0.06907674],"study_design_scores_gemma":[0.0015489063,0.0010996498,0.0013629245,0.0009175113,0.00005609363,0.00017338025,0.00013154595,0.0031923892,0.9702245,0.011651527,0.008973894,0.0006676991],"about_ca_topic_score_codex":0.0000030053357,"about_ca_topic_score_gemma":0.000003966469,"teacher_disagreement_score":0.08043328,"about_ca_system_score_codex":0.00024312561,"about_ca_system_score_gemma":0.00008390451,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W2136720147","doi":"10.1016/j.ijmecsci.2013.09.023","title":"On the size-dependent behavior of a capacitive circular micro-plate considering the variable length-scale parameter","year":2013,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Capacitive sensing; Length scale; Resonator; Plate theory; Nonlinear system; Natural frequency; Mechanics; Scale (ratio); Microelectromechanical systems; Voltage; Variable (mathematics); Stability (learning theory); Stress (linguistics); Cantilever; Materials science; Mathematics; Mathematical analysis; Physics; Acoustics; Optics; Vibration; Engineering; Computer science; Composite material; Nanotechnology","score_opus":0.019580980256090928,"score_gpt":0.24933166017121625,"score_spread":0.22975067991512532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136720147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99122226,0.00009274869,0.006221745,0.0012850297,0.00066163746,0.00011312595,0.000005186269,0.000021239171,0.00037702618],"genre_scores_gemma":[0.9929189,0.0000822281,0.0067901583,0.00013286268,0.000042967127,0.000012686051,5.842503e-8,0.0000052296245,0.000014891266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898624,0.000016327678,0.0002975269,0.00008472219,0.0004753373,0.0001398303],"domain_scores_gemma":[0.9986512,0.00092171814,0.0001425868,0.00009175804,0.0001632074,0.000029522582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047117533,0.00008284204,0.00012568026,0.000050072304,0.00006936136,0.00006255836,0.0006804278,0.00004747895,0.00019603145],"category_scores_gemma":[0.0004758991,0.00004140168,0.000075359654,0.000095154326,0.00020594132,0.0002103531,0.00007850485,0.00026892207,0.000007749246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066201055,0.000042066924,0.000030106181,0.000002297368,0.000069830865,0.000011558505,0.000105659354,0.0034114085,0.9801391,0.011966245,0.00018177873,0.0040333746],"study_design_scores_gemma":[0.00026340666,0.00020464014,0.00038557878,0.00012021398,0.00002453598,0.00020098171,0.0010392038,0.0019913234,0.86823976,0.12704061,0.00036791226,0.000121832876],"about_ca_topic_score_codex":0.00002990999,"about_ca_topic_score_gemma":0.0000044464005,"teacher_disagreement_score":0.11507436,"about_ca_system_score_codex":0.000043405133,"about_ca_system_score_gemma":0.000021337759,"threshold_uncertainty_score":0.21464069},"labels":[],"label_agreement":null},{"id":"W2136961999","doi":"10.1109/coase.2008.4626443","title":"Electrostatic torsional micromirror: Its active control and applications in optical network","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Microelectromechanical systems; Optical switch; Controllability; Comb drive; Nonlinear system; Materials science; Computer science; Electronic engineering; Control theory (sociology); Optics; Engineering; Optoelectronics; Physics; Control (management)","score_opus":0.005969936538475188,"score_gpt":0.20833214428570154,"score_spread":0.20236220774722635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136961999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828293,0.0005369727,0.0140855685,0.00008247856,0.000021055237,0.00025583507,0.0000041637513,0.0003065512,0.0018780762],"genre_scores_gemma":[0.99086607,0.00034207499,0.008574892,0.000031447944,0.000021815378,0.00007400004,0.000002506574,0.000009216184,0.00007800989],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996261,0.0000011896602,0.00008038148,0.000087418135,0.00003389374,0.00017100258],"domain_scores_gemma":[0.99982226,0.00007547918,0.000006327049,0.000060525133,0.000008960004,0.000026477339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000014576651,0.00006889998,0.00009831381,0.000029401715,0.000039835424,0.0000026599296,0.00003940812,0.00005092307,0.000008913789],"category_scores_gemma":[0.000008077048,0.000060498824,0.000011150543,0.00009927816,0.00003671109,0.000056650635,0.000010948119,0.00011514475,0.0000069953558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004973992,0.00008352467,0.0012537921,0.00003548901,0.000059340025,0.00002093055,0.0001657867,0.008434759,0.93299025,0.043783367,0.0020483453,0.011074671],"study_design_scores_gemma":[0.0058249813,0.00035236767,0.26431292,0.00007735083,0.000046785954,0.00022509893,0.0006689037,0.02360439,0.607683,0.029519463,0.06603297,0.0016517639],"about_ca_topic_score_codex":0.0000016424784,"about_ca_topic_score_gemma":0.000012377877,"teacher_disagreement_score":0.32530725,"about_ca_system_score_codex":0.000027857464,"about_ca_system_score_gemma":0.000005755816,"threshold_uncertainty_score":0.24670704},"labels":[],"label_agreement":null},{"id":"W2137740860","doi":"10.1109/tmtt.2004.823598","title":"Two Movable-Plate Nitride-Loaded MEMS Variable Capacitor","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Variable capacitor; Microelectromechanical systems; Capacitance; Materials science; Stiction; Optoelectronics; Parasitic capacitance; Decoupling capacitor; Dielectric; Silicon nitride; Electrical engineering; Electronic engineering; Silicon; Engineering; Voltage; Physics; Electrode","score_opus":0.00810159066332783,"score_gpt":0.22194878734474338,"score_spread":0.21384719668141555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137740860","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22665307,0.00023053522,0.7675167,0.00002215002,0.00020775551,0.00023239387,0.000032532196,0.0025022158,0.0026026797],"genre_scores_gemma":[0.9394588,0.0008356134,0.05912743,0.000073327436,0.000041173706,0.00010720526,0.0000019620493,0.000056153625,0.00029834962],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991576,0.000012489914,0.00021082631,0.00023952614,0.00007607455,0.0003034526],"domain_scores_gemma":[0.99950147,0.00008694734,0.000028417799,0.0002916902,0.00002973823,0.000061718805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022725621,0.00025858585,0.00023169025,0.00020887988,0.00018542506,0.000033031087,0.00013684572,0.0001917514,0.00003761449],"category_scores_gemma":[0.0000050017325,0.0002461851,0.000064123196,0.00023006028,0.00016481518,0.00022124585,0.0000018319504,0.0004603636,0.000014520573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052839914,0.000039319344,4.4258048e-8,0.000029445886,0.00004546941,0.000008121536,0.00008595692,0.0012795718,0.9655849,0.0103333015,0.000025540585,0.022515517],"study_design_scores_gemma":[0.00031078226,0.000083190534,1.4871193e-7,0.00007897648,0.00002673152,0.000046950845,0.000090262765,0.0000038662374,0.83151114,0.16605292,0.001552401,0.00024259138],"about_ca_topic_score_codex":0.000027249736,"about_ca_topic_score_gemma":0.000010789177,"teacher_disagreement_score":0.7128057,"about_ca_system_score_codex":0.00008419516,"about_ca_system_score_gemma":0.000012983322,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W2137829981","doi":"10.1115/detc2010-28983","title":"Experimental Validation for an Extended-Stability Electrostatic Actuator","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Control theory (sociology); Cantilever; Voltage; Displacement (psychology); Beam (structure); Controller (irrigation); Feedback loop; Position (finance); Electrode; Materials science; Tracking (education); Physics; Computer science; Engineering; Optics; Electrical engineering","score_opus":0.017246339732143838,"score_gpt":0.28194285778308475,"score_spread":0.2646965180509409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137829981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778628,0.00001604407,0.020095382,0.000014918752,0.00017593354,0.0002224508,0.0000046120344,0.0009173226,0.0006905813],"genre_scores_gemma":[0.9493117,0.0000025937675,0.05049273,0.000008250031,0.000029048944,0.00010071099,0.000011427992,0.000016482996,0.00002708722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960303,9.3365736e-7,0.00008694117,0.00011267419,0.000042331467,0.0001540883],"domain_scores_gemma":[0.9997259,0.000025286165,0.000009212721,0.00019202566,0.000015750311,0.000031818377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004849154,0.00007858314,0.00007010515,0.000024298837,0.00003773134,0.000015049214,0.00007140861,0.000059276186,0.00009071235],"category_scores_gemma":[0.00003070744,0.00006966622,0.000022671446,0.00003809337,0.000024031886,0.00021443478,0.000008137456,0.000090858746,0.0000047544754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040661225,0.00002569575,0.0000036825174,0.000006493042,0.0000026554283,6.284627e-8,0.00005014991,0.0000102916765,0.99346966,0.0018371014,0.00009845626,0.0044917157],"study_design_scores_gemma":[0.00014300019,0.000105394596,0.00010063638,6.388827e-7,0.0000019231734,0.0000011708055,0.00022573494,0.0011349394,0.9929587,0.0035988889,0.0016325645,0.00009639411],"about_ca_topic_score_codex":0.0000024618253,"about_ca_topic_score_gemma":0.000017520224,"teacher_disagreement_score":0.030397348,"about_ca_system_score_codex":0.000021820882,"about_ca_system_score_gemma":0.000005150963,"threshold_uncertainty_score":0.2840906},"labels":[],"label_agreement":null},{"id":"W2138224023","doi":"10.1109/memsys.2008.4443797","title":"Monolithically fabricated polymermems 3-axis thermal accelerometers designed for automated wirebonder assembly","year":2008,"lang":"en","type":"article","venue":"Proceedings, IEEE micro electro mechanical systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Fabrication; Sensitivity (control systems); Polyimide; Thermal; Materials science; Plane (geometry); Optoelectronics; Computer science; Electronic engineering; Engineering; Composite material; Physics; Geometry; Mathematics","score_opus":0.022062757446637916,"score_gpt":0.23212722396527116,"score_spread":0.21006446651863325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138224023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624747,0.001071804,0.02513379,0.00007995538,0.0005289044,0.0015226107,0.00001854573,0.008844609,0.00032509834],"genre_scores_gemma":[0.99317306,0.00023815274,0.0051865256,0.000061397914,0.00021159656,0.0007186976,0.00001187543,0.00020262858,0.00019607463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99671876,0.000012893779,0.0008097027,0.00071602815,0.00034943063,0.0013931775],"domain_scores_gemma":[0.99890876,0.00012774246,0.00019389986,0.00027215772,0.00026380018,0.00023365954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037114587,0.0006129832,0.00082024635,0.00028312512,0.00032048137,0.0001187763,0.00069235585,0.00068906444,0.000005173327],"category_scores_gemma":[0.00011420685,0.00056706695,0.00022945672,0.00079824665,0.000088929315,0.00036783703,0.00005508603,0.0005596862,0.000028046486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059869704,0.000058579182,0.000010672898,0.0001848251,0.00017695484,0.000007382826,0.0000826441,0.00018721567,0.9946583,0.00039854343,0.0031316173,0.0010434228],"study_design_scores_gemma":[0.00092449377,0.00043045878,0.00010261319,0.000077269025,0.000046803907,0.00019806139,0.00007032229,0.040754814,0.9553636,0.00011523969,0.001209014,0.0007073379],"about_ca_topic_score_codex":0.000029146047,"about_ca_topic_score_gemma":8.362717e-7,"teacher_disagreement_score":0.040567596,"about_ca_system_score_codex":0.00035044245,"about_ca_system_score_gemma":0.000051852076,"threshold_uncertainty_score":0.9996781},"labels":[],"label_agreement":null},{"id":"W2138597467","doi":"10.1109/ccece.2005.1557267","title":"MEMS mechanical logic units: design and fabrication with micragem and polymumps","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Logic gate; Cantilever; Microelectromechanical systems; Transistor; Semiconductor; Relay; Electrical engineering; Materials science; NMOS logic; Electrical contacts; Pass transistor logic; Fabrication; Optoelectronics; Electronic engineering; Computer science; Voltage; Engineering; Physics; Power (physics)","score_opus":0.01195872584998784,"score_gpt":0.18778440419750184,"score_spread":0.175825678347514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138597467","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24703926,0.0010544985,0.7498113,0.00009978947,0.000020025234,0.00013515992,8.8358763e-7,0.0007570854,0.0010820297],"genre_scores_gemma":[0.9127934,0.00036307483,0.08658944,0.000022143384,0.000015081309,0.000012233061,0.0000017973218,0.000013478211,0.00018936313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996804,0.0000018033971,0.00006600592,0.000105369814,0.000036944177,0.00010944713],"domain_scores_gemma":[0.9998353,0.000032284246,0.000009679991,0.00008733449,0.000016802418,0.000018582024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032325584,0.000082115344,0.0000777617,0.00003944121,0.000029851111,0.000014553676,0.000034566558,0.00005833402,0.0000042703846],"category_scores_gemma":[0.00000840144,0.000059659884,0.0000033283472,0.00012457259,0.000034959085,0.000075490054,0.000016699161,0.00006108997,0.0000014288772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016725826,0.000016453907,0.0000841265,0.000035205627,0.000016387525,0.00001089903,0.000022998633,0.002953318,0.9273163,0.030254979,0.0011380953,0.038134497],"study_design_scores_gemma":[0.00077180035,0.0002432239,0.0025856849,0.00003547238,0.000028038427,0.00007886467,0.00031900173,0.016906133,0.93374723,0.040257968,0.004541757,0.00048482037],"about_ca_topic_score_codex":0.000021996997,"about_ca_topic_score_gemma":0.000013732924,"teacher_disagreement_score":0.66575414,"about_ca_system_score_codex":0.000010104629,"about_ca_system_score_gemma":0.0000026535267,"threshold_uncertainty_score":0.24328594},"labels":[],"label_agreement":null},{"id":"W2138639801","doi":"10.1109/vlsic.2003.1221154","title":"Very wide tuning range micro-electromechanical capacitors in the MUMPs process for RF applications","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Capacitor; Materials science; Optoelectronics; Process (computing); Range (aeronautics); Electrical engineering; Electronic engineering; Engineering physics; Computer science; Voltage; Engineering; Composite material","score_opus":0.013795503494847575,"score_gpt":0.24788780576342387,"score_spread":0.2340923022685763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138639801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6459592,0.00028976306,0.35104382,0.00045110946,0.00005550043,0.00073986244,0.000004154181,0.0006831634,0.0007734422],"genre_scores_gemma":[0.9906183,0.000070047645,0.008327948,0.00008380024,0.0000410683,0.0008166232,0.0000033291644,0.000018329938,0.000020582318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995117,9.925902e-7,0.00011194024,0.000111169575,0.000051891097,0.00021229521],"domain_scores_gemma":[0.9997349,0.000069971335,0.0000113258175,0.00015611402,0.000013566307,0.000014163137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006644526,0.00008797341,0.00009060258,0.000056979963,0.000053905183,0.0000113499955,0.00018834154,0.000061016493,0.0000019982845],"category_scores_gemma":[0.000028180686,0.00006494727,0.000030220272,0.00021834229,0.000023233666,0.00008116235,0.000008671447,0.00015482123,0.000004252895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012970717,0.00007869009,0.0000618813,0.0001580618,0.000023591278,0.0000034618115,0.000709508,0.009358603,0.95668423,0.02128212,0.00030166458,0.0113252085],"study_design_scores_gemma":[0.001127487,0.00009005893,0.00019733148,0.000051321247,0.000015375674,0.00001763231,0.0023407096,0.00061709894,0.86986583,0.104589336,0.02069157,0.00039621894],"about_ca_topic_score_codex":0.0000103367975,"about_ca_topic_score_gemma":0.000082282604,"teacher_disagreement_score":0.34465906,"about_ca_system_score_codex":0.00005405612,"about_ca_system_score_gemma":0.000010002672,"threshold_uncertainty_score":0.2648473},"labels":[],"label_agreement":null},{"id":"W2139855451","doi":"10.1109/freq.1994.398292","title":"Stress induced frequency shift of dielectric resonators with magnetic wall","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Resonator; Dielectric; Permittivity; Dielectric resonator; Boundary value problem; Stress (linguistics); Boundary (topology); Physics; Mathematical analysis; Acoustics; Materials science; Mathematics; Optics; Optoelectronics","score_opus":0.009972961143857513,"score_gpt":0.18743549428001058,"score_spread":0.17746253313615307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139855451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97439396,0.001612251,0.00026492117,0.000042039923,0.000028220915,0.00008765693,0.0000017128932,0.0005747288,0.022994531],"genre_scores_gemma":[0.99602056,0.0003350234,0.0033810171,0.000007653638,0.0000066855137,0.000011231666,4.719299e-7,0.000019534004,0.00021784918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950004,0.0000013880984,0.00011785396,0.00010236561,0.00009051138,0.0001878231],"domain_scores_gemma":[0.99972427,0.000020076239,0.000016320193,0.00019876526,0.00001397926,0.00002660449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001275605,0.00010570349,0.00012360596,0.000106484484,0.000015488495,0.0000043788173,0.000121076795,0.00007603275,0.00021080833],"category_scores_gemma":[0.000010822068,0.00008015474,0.00001765671,0.00030332978,0.000025849833,0.000069003385,0.0000116572055,0.0001344886,0.000010311173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025279483,0.00034893374,0.008281541,0.00059004675,0.00017540643,0.00013735586,0.0012780282,0.0022573303,0.55572397,0.047195006,0.0016100205,0.3823771],"study_design_scores_gemma":[0.0010246966,0.0012794918,0.019242264,0.0001332088,0.000034012206,0.000010413875,0.00020528876,0.003131065,0.9644772,0.008025114,0.0016621773,0.00077510957],"about_ca_topic_score_codex":0.000032538497,"about_ca_topic_score_gemma":0.000086462416,"teacher_disagreement_score":0.40875322,"about_ca_system_score_codex":0.000018872986,"about_ca_system_score_gemma":0.0000021979793,"threshold_uncertainty_score":0.32686156},"labels":[],"label_agreement":null},{"id":"W2140116911","doi":"10.1109/rose.2011.6058511","title":"High-level design of integrated microsystems - arithmetic perspective","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Perspective (graphical); Set (abstract data type); Microsystem; Arithmetic; Arbitrary-precision arithmetic; Range (aeronautics); Saturation arithmetic; Computer architecture; Computer engineering; Algorithm; Mathematics; Engineering; Programming language; Artificial intelligence","score_opus":0.05071133892377626,"score_gpt":0.21982856197156245,"score_spread":0.1691172230477862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140116911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15610605,0.0004918387,0.8347602,0.00000984926,0.0003080164,0.0002808478,0.000022953236,0.0013478223,0.006672441],"genre_scores_gemma":[0.80439126,0.000057661844,0.19523357,0.0000022747552,0.0000062089453,0.000012498781,6.752403e-7,0.000016439333,0.00027938536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958384,0.000003194412,0.00013752072,0.00009815629,0.000044769225,0.00013251368],"domain_scores_gemma":[0.9997085,0.000019922369,0.000020854593,0.0001626065,0.00006948388,0.000018652701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046392604,0.00010246789,0.00016074134,0.00008920025,0.0000130512635,0.0000031940167,0.00011631765,0.0000782668,0.00007214475],"category_scores_gemma":[0.000028315935,0.00008065727,0.00002521241,0.00015982718,0.000052453353,0.00006274545,0.000016521466,0.0000958439,0.000017342289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133746535,0.000035559682,0.000018712602,0.00003022087,0.00007158497,0.0000063823823,0.0006396411,0.0008536764,0.96706504,0.027294613,0.0005115119,0.0034596643],"study_design_scores_gemma":[0.0001632291,0.0000714164,0.0002940272,0.000025114212,0.000007972193,0.000005387381,0.0024508971,0.0008053881,0.9890158,0.0069029424,0.00012709787,0.00013068324],"about_ca_topic_score_codex":0.00044665372,"about_ca_topic_score_gemma":0.000016755981,"teacher_disagreement_score":0.6482852,"about_ca_system_score_codex":0.000060067276,"about_ca_system_score_gemma":0.000008730219,"threshold_uncertainty_score":0.32891083},"labels":[],"label_agreement":null},{"id":"W2140362411","doi":"10.1088/0960-1317/23/11/114020","title":"Wire bonded 3D coils render air core microtransformers competitive","year":2013,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Deutsche Forschungsgemeinschaft","keywords":"Electromagnetic coil; Fabrication; Transformer; Materials science; Wire bonding; Inductance; Microelectromechanical systems; Chip; Polydimethylsiloxane; Electrical engineering; Miniaturization; Mechanical engineering; Electronic engineering; Optoelectronics; Composite material; Engineering; Voltage; Nanotechnology","score_opus":0.0064396796638273735,"score_gpt":0.18492559008091272,"score_spread":0.17848591041708534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140362411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968738,0.00665106,0.023250118,0.00013444449,0.00057661044,0.00021153198,0.00001591529,0.0001958409,0.00022645498],"genre_scores_gemma":[0.96933484,0.0048379465,0.025534982,0.000065841785,0.000076739445,0.0000076247834,0.0000026237528,0.00006984205,0.00006957195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989696,0.000002243332,0.00042897247,0.0001292643,0.000104572915,0.0003653327],"domain_scores_gemma":[0.9995057,0.00003070076,0.00009655485,0.00013018539,0.00011824615,0.00011861347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009525258,0.00025786876,0.00038125485,0.00023167144,0.00005382788,0.000033951976,0.00018090157,0.00014131574,0.000029422374],"category_scores_gemma":[0.000012474735,0.00023625485,0.000102876285,0.00015486848,0.0000355525,0.00029642577,0.000037848353,0.00045519965,0.0000074946583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004962113,0.000011328291,0.000002946679,0.000093549665,0.00008226883,0.000020772424,0.00013655327,0.00070754613,0.9886762,0.000387559,0.00076126534,0.009115075],"study_design_scores_gemma":[0.0011634602,0.00020988644,0.00017215656,0.00044816852,0.00005775496,0.001095275,0.0011342319,0.0028411818,0.9619176,0.0011200694,0.029287059,0.00055319635],"about_ca_topic_score_codex":0.00000423549,"about_ca_topic_score_gemma":0.0000028889017,"teacher_disagreement_score":0.028525794,"about_ca_system_score_codex":0.000081852355,"about_ca_system_score_gemma":0.00001469876,"threshold_uncertainty_score":0.9634193},"labels":[],"label_agreement":null},{"id":"W2141608484","doi":"10.1109/memsys.2011.5734425","title":"Robust micromachining of compliant mechanisms by nickel silicide","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Materials science; Chemical-mechanical planarization; Silicide; Layer (electronics); Silicon; Fabrication; Optoelectronics; Nickel; Substrate (aquarium); Polishing; Nanotechnology; Metallurgy","score_opus":0.03574297479392635,"score_gpt":0.20175854168314397,"score_spread":0.16601556688921762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141608484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59421694,0.00047457218,0.36539295,0.00001258091,0.00016251835,0.00011821965,0.000014504239,0.0013312945,0.03827638],"genre_scores_gemma":[0.8416523,0.000062533145,0.15794362,0.000016894346,0.0000033722074,0.000005605537,0.0000024812875,0.000021546646,0.00029167635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995666,0.0000010423596,0.00014229138,0.00009024146,0.0000455315,0.00015429646],"domain_scores_gemma":[0.9997604,0.000011528487,0.000020834479,0.00017344103,0.000010472332,0.000023358001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003121066,0.00009405249,0.00013487804,0.00003953947,0.000018429442,0.000002148935,0.00013723275,0.00006109785,0.000110214736],"category_scores_gemma":[0.0000064928095,0.000082128965,0.000029822668,0.00006420471,0.000029367257,0.00005780097,0.000037251906,0.0000900249,0.000016889639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016749548,0.000011781143,0.000011327021,0.000014095692,0.000013056755,0.0000015087423,0.00007183958,0.00016891299,0.98837197,0.006985622,0.0012945489,0.0030536482],"study_design_scores_gemma":[0.00010279479,0.00003462976,0.00011105754,0.000014700927,0.000004230703,0.000003738859,0.00029023527,0.0011281384,0.99410444,0.0037262093,0.00036883552,0.000110961504],"about_ca_topic_score_codex":0.000045459077,"about_ca_topic_score_gemma":0.000012903837,"teacher_disagreement_score":0.2474353,"about_ca_system_score_codex":0.000011417992,"about_ca_system_score_gemma":0.0000019134295,"threshold_uncertainty_score":0.33491218},"labels":[],"label_agreement":null},{"id":"W2141832440","doi":"10.1109/memsys.1990.110263","title":"CMOS electrothermal microactuators","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microactuator; CMOS; Cantilever; Deflection (physics); Fabrication; Materials science; Chip; Optoelectronics; Oxide; Electrical engineering; Composite material; Engineering; Optics; Metallurgy; Physics; Actuator","score_opus":0.006863654430845409,"score_gpt":0.1506348541495022,"score_spread":0.1437711997186568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141832440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9159393,0.00087713276,0.0063141,0.00007145027,0.00013583872,0.000074586584,6.595662e-7,0.002685903,0.07390104],"genre_scores_gemma":[0.992692,0.00025034123,0.0046807914,0.000041416577,0.00002158853,0.000008200616,1.947411e-7,0.000016797287,0.0022886563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997219,3.2467852e-7,0.000048756614,0.000054805598,0.000027555572,0.00014670173],"domain_scores_gemma":[0.9998722,0.000005443226,0.00000320854,0.00010044497,0.0000030864528,0.00001561393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000072016405,0.0000585593,0.000049573806,0.00002793267,0.000015182938,0.000005012649,0.000060047263,0.000040007555,0.00065620564],"category_scores_gemma":[0.00000317488,0.000049946062,0.000017407487,0.000064952124,0.000012017288,0.000049631846,0.00000653009,0.00006993784,0.00019491203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.5632495e-7,0.000011714412,0.00003077595,0.000007793451,0.000014913541,0.0000047216563,0.000057308996,0.00016746514,0.82867104,0.0010017286,0.021403927,0.14862806],"study_design_scores_gemma":[0.00012378226,0.000017185896,0.00011275274,0.0000031525653,0.0000019976735,0.000008308619,0.00003705163,0.0024235575,0.9122704,0.00039966113,0.08444455,0.00015758854],"about_ca_topic_score_codex":0.0000010331197,"about_ca_topic_score_gemma":0.0000016450803,"teacher_disagreement_score":0.14847046,"about_ca_system_score_codex":0.000013599741,"about_ca_system_score_gemma":3.3163994e-7,"threshold_uncertainty_score":0.7184991},"labels":[],"label_agreement":null},{"id":"W2141857826","doi":"10.1115/detc2008-49563","title":"Topology Optimization of a MEMS Resonator Using Hybrid Fuzzy Techniques","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Topology optimization; Fuzzy logic; Topology (electrical circuits); Resonator; Mathematical optimization; Heuristic; Projection (relational algebra); Microelectromechanical systems; Constraint (computer-aided design); Projection method; Mathematics; Computer science; Algorithm; Dykstra's projection algorithm; Finite element method; Engineering; Geometry; Materials science; Artificial intelligence; Structural engineering","score_opus":0.019025290445228195,"score_gpt":0.24441608027938572,"score_spread":0.22539078983415753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141857826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6250824,0.00045311017,0.36294606,0.000039695493,0.00011425361,0.00014591508,0.000004904467,0.0019403448,0.009273366],"genre_scores_gemma":[0.69253314,0.0005336422,0.30679628,0.000011293528,0.000023923118,0.0000064890482,0.0000017445149,0.000016823808,0.00007668501],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962735,0.0000012900845,0.00013304656,0.000076760494,0.00004756292,0.00011396563],"domain_scores_gemma":[0.99978966,0.000012607531,0.000020862397,0.00013640846,0.000026515941,0.000013976974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023294548,0.000071397335,0.00012215268,0.000090871355,0.000029158049,0.000001284922,0.00007056688,0.000061368955,0.000029335868],"category_scores_gemma":[0.000014457368,0.000066025415,0.000023242517,0.00010086901,0.000076389595,0.000080854225,0.000024948951,0.00006356168,8.7537666e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073930332,0.000025735115,0.00009650685,0.00004392801,0.000025015215,0.000026639807,0.00006588076,0.115152195,0.8707744,0.0024016188,0.001830573,0.009550136],"study_design_scores_gemma":[0.000060935217,0.000026405552,0.000013593091,0.000008917348,0.0000027940928,0.000051637053,0.000033334076,0.011312062,0.9851686,0.00085448695,0.002377297,0.00008993708],"about_ca_topic_score_codex":0.00001945575,"about_ca_topic_score_gemma":0.0000014347671,"teacher_disagreement_score":0.114394225,"about_ca_system_score_codex":0.000026005837,"about_ca_system_score_gemma":0.000006577222,"threshold_uncertainty_score":0.26924384},"labels":[],"label_agreement":null},{"id":"W2142191662","doi":"10.1109/eit.2009.5189607","title":"A Single-Pole-Triple-Throw (SP3T) MEMS RF switch for 24 GHz short range radar","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Return loss; Insertion loss; Radar; Capacitance; HFSS; Microelectromechanical systems; Electrical engineering; Cantilever; Computer science; Physics; Engineering; Telecommunications; Optoelectronics; Aerospace engineering","score_opus":0.02263912574224772,"score_gpt":0.24794819923666525,"score_spread":0.22530907349441753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142191662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66942805,0.0054753083,0.26874876,0.002207071,0.0022056873,0.0021463586,0.000054069238,0.011622513,0.038112164],"genre_scores_gemma":[0.9318448,0.00035440986,0.06473445,0.0002541042,0.00024274293,0.0000787823,0.000014783009,0.00007366828,0.0024022642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988392,0.0000011931683,0.00025989447,0.00026531087,0.00014122605,0.0004932046],"domain_scores_gemma":[0.99944484,0.000049529517,0.000019037429,0.00038043954,0.00003503031,0.000071120536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007916603,0.00025614857,0.00030431987,0.00012070777,0.000079080855,0.000032762036,0.00023129812,0.000199001,0.000039666495],"category_scores_gemma":[0.000052469743,0.00022691129,0.000116918454,0.00022165745,0.00003718341,0.00020967962,0.000025330048,0.00018167755,0.000017276523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025230005,0.000064337946,0.000024339904,0.000041886655,0.00003716302,0.000009424136,0.000058646005,0.000332382,0.7670446,0.001325872,0.022475695,0.20856039],"study_design_scores_gemma":[0.0008399215,0.00032059374,0.0001887803,0.000038583854,0.000027665452,0.000014746061,0.00023238946,0.0012270224,0.74761033,0.007443641,0.24150229,0.0005540207],"about_ca_topic_score_codex":0.000007758791,"about_ca_topic_score_gemma":0.000051372488,"teacher_disagreement_score":0.26241672,"about_ca_system_score_codex":0.000089856025,"about_ca_system_score_gemma":0.000008619406,"threshold_uncertainty_score":0.9253174},"labels":[],"label_agreement":null},{"id":"W2142830753","doi":"10.1088/0960-1317/24/5/055005","title":"Ultrasensitive resonant MEMS transducers with tuneable coupling","year":2014,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Higher Education Discipline Innovation Project; National Science Foundation","keywords":"Microelectromechanical systems; Transducer; Materials science; Coupling (piping); Transductor; Optoelectronics; Electronic engineering; Acoustics; Engineering; Physics; Composite material","score_opus":0.0025120089480929688,"score_gpt":0.15077324142501708,"score_spread":0.1482612324769241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142830753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7524051,0.001904335,0.24529423,0.000034681878,0.0001883201,0.000050534065,0.0000032018427,0.00009354586,0.000026066149],"genre_scores_gemma":[0.97607625,0.0025754801,0.021202698,0.000013913293,0.00006789741,7.833209e-7,6.992366e-7,0.00004896368,0.000013328045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999272,0.0000013989325,0.00026319767,0.00010609573,0.00009403315,0.0002633102],"domain_scores_gemma":[0.99963313,0.000045137425,0.000067936584,0.000103236714,0.00006808602,0.00008246876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018934775,0.00018269647,0.0003000951,0.00016733776,0.00004404256,0.000027958196,0.00009937114,0.000076656404,0.0000022826423],"category_scores_gemma":[0.00001574727,0.00014851036,0.00005211507,0.00012939228,0.000020878217,0.00013001966,0.00001263383,0.00031421758,6.985675e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013979153,0.000005083953,0.0000010432161,0.000059099548,0.00004915919,0.000023815166,0.00009457517,0.01994558,0.9690197,0.00013292948,0.000036982834,0.010618018],"study_design_scores_gemma":[0.00069683517,0.00024260084,0.000018965879,0.00033849655,0.000042728687,0.0007098495,0.00033925194,0.04109165,0.94855356,0.00019778956,0.0075072735,0.00026097923],"about_ca_topic_score_codex":0.0000022485415,"about_ca_topic_score_gemma":0.0000030699425,"teacher_disagreement_score":0.22409153,"about_ca_system_score_codex":0.000044830947,"about_ca_system_score_gemma":0.000009218883,"threshold_uncertainty_score":0.6056076},"labels":[],"label_agreement":null},{"id":"W2142986851","doi":"10.1109/jmems.2010.2044139","title":"Design, Fabrication, and Characteristics of a MEMS Micromirror With Sidewall Electrodes","year":2010,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Fabrication; Materials science; Shadow mask; Silicon on insulator; Wafer; Optics; Surface micromachining; Resistive touchscreen; Deflection (physics); Bulk micromachining; Actuator; Cantilever; Optoelectronics; Comb drive; Electrode; Torsion spring; Torsion (gastropod); Silicon; Electrical engineering; Mechanical engineering; Engineering; Physics","score_opus":0.006511490242597991,"score_gpt":0.1967358243814916,"score_spread":0.1902243341388936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142986851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293668,0.0007729631,0.0693397,0.000049528517,0.00022559681,0.00016948259,0.0000031817508,0.00006308729,0.00000963238],"genre_scores_gemma":[0.98333424,0.00050108955,0.016001945,0.0000063790176,0.00009691758,0.000006820173,7.31944e-7,0.000032844833,0.000019046916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988699,0.000012555217,0.00058378995,0.00011506155,0.00015802578,0.0002606705],"domain_scores_gemma":[0.998999,0.00011182959,0.00035705915,0.00017673647,0.0002735183,0.0000818482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033581513,0.0001697476,0.0004885303,0.00014962119,0.000032177555,0.00002948328,0.00021659206,0.0001545122,0.000004556766],"category_scores_gemma":[0.00009204852,0.0001253004,0.000048792168,0.00018818016,0.000053309923,0.00012045721,0.000017579856,0.0005302932,0.0000011084242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055699173,0.000027411235,0.000019225483,0.00006975887,0.000080543876,0.000008381652,0.000030746247,0.00001079698,0.996943,0.00024319677,0.000121047524,0.0023902133],"study_design_scores_gemma":[0.00043243272,0.0008553823,0.00032047235,0.000088607725,0.00004691579,0.0010274249,0.000040421677,0.00023122906,0.99487704,0.0004787644,0.0014323154,0.00016897953],"about_ca_topic_score_codex":0.0000066130387,"about_ca_topic_score_gemma":0.000006175118,"teacher_disagreement_score":0.053967394,"about_ca_system_score_codex":0.00004047651,"about_ca_system_score_gemma":0.00004144106,"threshold_uncertainty_score":0.5109602},"labels":[],"label_agreement":null},{"id":"W2143663321","doi":"10.1109/ats.2010.32","title":"Built-In Self-Test for Capacitive MEMS Using a Charge Control Technique","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"CMC Microsystems","keywords":"Capacitive sensing; Microelectromechanical systems; Capacitance; Built-in self-test; Device under test; Electronic engineering; Calibration; Digital control; Charge control; Time domain; Engineering; Materials science; Electrical engineering; Computer science; Optoelectronics; Physics; Scattering parameters; Power (physics)","score_opus":0.009408956877610309,"score_gpt":0.24205967326592576,"score_spread":0.23265071638831544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143663321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7121713,0.000060199643,0.2800532,0.000082240585,0.00030201077,0.0013773688,0.00004777358,0.0028295403,0.0030763135],"genre_scores_gemma":[0.91853887,0.000017149945,0.08096632,0.000021961867,0.00004881347,0.0003229386,0.0000011465298,0.00003204781,0.00005077972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940896,7.419452e-7,0.00013833014,0.00013490207,0.000042339438,0.0002747158],"domain_scores_gemma":[0.99963725,0.00010795859,0.000018071794,0.00017866607,0.000029587613,0.00002847601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009189726,0.00012930899,0.00016949917,0.00010606946,0.000033070577,0.000009982388,0.00011085316,0.00017214383,0.000021250748],"category_scores_gemma":[0.0001052846,0.000117135256,0.00004034826,0.00010827242,0.000029545497,0.0001117206,0.000013270285,0.00025394573,0.000004106907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020972823,0.000017897391,0.000083452236,0.000020702684,0.0000072528237,0.0000022059949,0.000030097786,0.0000611072,0.997406,0.0015143079,0.000067995075,0.0007868825],"study_design_scores_gemma":[0.0005724835,0.000038300983,0.00007805724,0.00001726189,0.0000067801843,0.000011829961,0.00006296194,0.016688567,0.97436494,0.0023341742,0.0056170914,0.00020753857],"about_ca_topic_score_codex":0.000024555293,"about_ca_topic_score_gemma":0.00018716698,"teacher_disagreement_score":0.2063675,"about_ca_system_score_codex":0.000039317132,"about_ca_system_score_gemma":0.000008975633,"threshold_uncertainty_score":0.47766373},"labels":[],"label_agreement":null},{"id":"W2143888531","doi":"10.1109/memsys.2011.5734500","title":"Parametric amplification/damping in MEMS gyroscopes","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"CMC Microsystems","keywords":"Gyroscope; Parametric statistics; Physics; Vibrating structure gyroscope; Noise (video); Sensitivity (control systems); Angular acceleration; SIGNAL (programming language); Acceleration; Acoustics; Control theory (sociology); Electronic engineering; Engineering; Computer science; Mathematics; Artificial intelligence","score_opus":0.04407062833738893,"score_gpt":0.22254584190138904,"score_spread":0.17847521356400012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143888531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9383403,0.00044976923,0.024791215,0.000012363759,0.00013365468,0.0001045541,6.3722433e-7,0.0012265198,0.034940954],"genre_scores_gemma":[0.974225,0.00023151384,0.025372056,0.0000118381695,0.000006772643,0.000024675797,6.3509276e-7,0.000011600341,0.00011591133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996135,7.1833085e-7,0.00011408718,0.00009024958,0.000037089507,0.00014434861],"domain_scores_gemma":[0.9997844,0.000020156025,0.000009253118,0.00016222846,0.0000073312185,0.00001662572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038900413,0.00006626685,0.00007872998,0.00018347887,0.000017447373,0.0000087171275,0.00010265463,0.000053573673,0.000067053064],"category_scores_gemma":[0.000036359488,0.000058950784,0.000013315199,0.00040826196,0.00002574147,0.00010582756,0.000015927053,0.000086846376,0.00005645319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015662761,0.00020914133,0.017626777,0.00016224523,0.000061178194,0.000029706885,0.0020559188,0.006913373,0.5588482,0.07262255,0.002507547,0.33894768],"study_design_scores_gemma":[0.0003096392,0.00003661216,0.053963408,0.000033641078,0.0000041444628,0.0000035833461,0.00067690655,0.001198314,0.90789247,0.021303488,0.014161782,0.00041599548],"about_ca_topic_score_codex":0.000048759404,"about_ca_topic_score_gemma":0.000053144413,"teacher_disagreement_score":0.3490443,"about_ca_system_score_codex":0.000024834228,"about_ca_system_score_gemma":0.0000029127639,"threshold_uncertainty_score":0.24039432},"labels":[],"label_agreement":null},{"id":"W2144242406","doi":"10.3390/mi1020068","title":"Reducing Pull-In Voltage by Adjusting Gap Shape in Electrostatically Actuated Cantilever and Fixed-Fixed Beams","year":2010,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cantilever; Beam (structure); Voltage; Flattening; Finite element method; Displacement (psychology); Materials science; Perpendicular; Structural engineering; Optics; Geometry; Physics; Engineering; Mathematics; Composite material; Electrical engineering","score_opus":0.0047364167499022464,"score_gpt":0.21623007734613264,"score_spread":0.2114936605962304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144242406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981168,0.00065217237,0.00029225988,0.000080287165,0.00013371729,0.00015636566,0.000017802908,0.00037155562,0.00017905343],"genre_scores_gemma":[0.99476486,0.0001382659,0.004871436,0.000029831868,0.000026196978,0.000018516526,0.000020346351,0.00004597932,0.00008456977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989404,0.000004615539,0.00027463742,0.0002707155,0.000067929715,0.00044166966],"domain_scores_gemma":[0.9996448,0.0000817975,0.000032480486,0.00017850578,0.0000151212425,0.00004726054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120956305,0.00022243217,0.00025537814,0.00016375058,0.0000484191,0.000034188844,0.00014407125,0.00016109091,0.000030182222],"category_scores_gemma":[0.00017216215,0.00021041789,0.00002221896,0.00026541937,0.000061374674,0.00015897476,0.000057745114,0.0006339377,0.0000039466386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069621196,0.000017223945,0.0026702713,0.000042513824,0.0000061553983,0.000020187865,0.00016516348,0.00014544271,0.9709002,0.000022304672,0.00029875812,0.025704853],"study_design_scores_gemma":[0.0010734865,0.000063687374,0.035650462,0.00015975021,0.000013070406,0.000057087287,0.0001218691,0.029866355,0.9296284,0.00079968263,0.0018846684,0.00068149867],"about_ca_topic_score_codex":0.00041897412,"about_ca_topic_score_gemma":0.0013473042,"teacher_disagreement_score":0.04127178,"about_ca_system_score_codex":0.000035039822,"about_ca_system_score_gemma":0.000011503965,"threshold_uncertainty_score":0.8580593},"labels":[],"label_agreement":null},{"id":"W2144693095","doi":"10.3390/s7102062","title":"Quantitative Boundary Support Characterization for Cantilever MEMS","year":2007,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microfabrication; Microscale chemistry; Microsystem; Microelectromechanical systems; Cantilever; Fabrication; Mechanical engineering; Computer science; Materials science; Nanotechnology; Engineering; Mathematics","score_opus":0.016678125205869747,"score_gpt":0.26611960121719064,"score_spread":0.24944147601132088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144693095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633482,0.000029512521,0.034359876,0.00003466664,0.00042585732,0.00016817039,0.00003862105,0.00054636283,0.0010486958],"genre_scores_gemma":[0.9896053,0.00009361386,0.009185701,0.00003715624,0.00006752291,0.000011541688,0.00007348352,0.00003952137,0.0008861664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949497,6.91103e-7,0.00012862404,0.000099796074,0.000057135705,0.00021878739],"domain_scores_gemma":[0.99977446,0.000041828323,0.000022550124,0.000101580146,0.00003298164,0.00002660632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008289477,0.00009010246,0.0001007346,0.00007082588,0.000049614388,0.0000104827595,0.000048315662,0.00007240373,0.000019478864],"category_scores_gemma":[0.00003527909,0.00008871891,0.00003174752,0.00008380068,0.00003838901,0.00008945619,0.0000078572,0.00006781691,0.00002303212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027535005,0.000007754903,0.000065561006,0.00003991885,0.000024862942,0.000009746255,0.00030041233,0.00044502606,0.9808236,0.0015060025,0.0004740125,0.016275618],"study_design_scores_gemma":[0.00031962895,0.00012576701,0.0077357413,0.000017385444,0.000011912331,0.00000806264,0.00058134325,0.0019555832,0.7443367,0.0009075169,0.24369888,0.0003014225],"about_ca_topic_score_codex":0.000003205461,"about_ca_topic_score_gemma":0.000021815393,"teacher_disagreement_score":0.24322487,"about_ca_system_score_codex":0.00003365327,"about_ca_system_score_gemma":0.0000070868073,"threshold_uncertainty_score":0.36178523},"labels":[],"label_agreement":null},{"id":"W2145127229","doi":"10.1109/ccece.2006.277827","title":"Curl and Effective Height of Micromachined Bi-Layer Cantilevers Under Differing Residual Stresses","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cantilever; Residual stress; Curvature; Materials science; Surface micromachining; Finite element method; Radius of curvature; RADIUS; Residual; Silicon; Layer (electronics); Mechanics; Structural engineering; Composite material; Geometry; Optoelectronics; Physics; Fabrication; Mathematics; Mean curvature; Computer science; Engineering","score_opus":0.003737024793179666,"score_gpt":0.19532858937145026,"score_spread":0.1915915645782706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145127229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942043,0.000663092,0.0026043383,0.000024112356,0.00006510344,0.00011725261,0.00000994767,0.00037939547,0.0019324531],"genre_scores_gemma":[0.99750763,0.00010746462,0.0021819724,0.000004318956,0.000022030436,0.0000087646695,0.0000023985838,0.000019498138,0.00014591761],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995489,0.000002526951,0.000114617585,0.00012144656,0.000056077657,0.00015643181],"domain_scores_gemma":[0.99976856,0.000067947505,0.000018028182,0.000116347146,0.000012088657,0.00001701048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001849264,0.00012463905,0.00015873587,0.00007736978,0.000029025041,0.000008254647,0.000055982448,0.00006875113,0.000012110749],"category_scores_gemma":[0.0000075548064,0.00010118949,0.000020125332,0.000083112434,0.000060555583,0.000078138786,0.00003982003,0.00009057993,0.0000010606436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074255113,0.00001363634,0.0013616881,0.000072625815,0.000031374268,0.0000042513216,0.000023077386,0.0028610597,0.9907491,0.0016135017,0.0004338629,0.0028283508],"study_design_scores_gemma":[0.0003139122,0.000030040519,0.06445383,0.00003218356,0.0000104568,0.0000034770417,0.00009434536,0.0002864465,0.93239844,0.0019836389,0.00024556232,0.00014767937],"about_ca_topic_score_codex":0.0002663994,"about_ca_topic_score_gemma":0.00032102503,"teacher_disagreement_score":0.06309214,"about_ca_system_score_codex":0.000020633412,"about_ca_system_score_gemma":0.0000028426673,"threshold_uncertainty_score":0.41263875},"labels":[],"label_agreement":null},{"id":"W2145304670","doi":"10.1109/ccece.2007.81","title":"Polymethylglutarimide As a Structural MEMS Material","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fabrication; Microelectromechanical systems; Surface micromachining; Layer (electronics); Process (computing); Actuator; Silicon; Thermal; Materials science; Bulk micromachining; Etching (microfabrication); Computer science; Mechanical engineering; Optoelectronics; Nanotechnology; Electrical engineering; Engineering; Physics; Operating system","score_opus":0.005567505637608892,"score_gpt":0.23371636172067983,"score_spread":0.22814885608307095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145304670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97584164,0.00009418638,0.0026348901,0.00002336878,0.0006440108,0.000052119398,0.000002401804,0.0015690775,0.01913831],"genre_scores_gemma":[0.99039763,0.000019036928,0.009023348,0.000034551926,0.000096997865,0.0000019434292,0.0000023453103,0.000018742361,0.00040540495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999484,4.0940176e-7,0.00011537602,0.000085935266,0.000066130786,0.00024816615],"domain_scores_gemma":[0.99979466,0.000015510337,0.000008538692,0.00013702671,0.0000070129245,0.000037256035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044506636,0.00009770535,0.00009033268,0.000060136594,0.000028781307,0.000013996576,0.00009525306,0.00008292437,0.0003260777],"category_scores_gemma":[0.00001318151,0.00008017141,0.000024159477,0.00007937886,0.00002962248,0.00008929456,0.000027804408,0.00008337595,0.000045764362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009394467,0.0000011157817,0.00001608215,0.0000061683395,0.0000097957245,0.000014823413,0.00003185638,0.000103962295,0.9609037,0.0029549103,0.0001752197,0.035772953],"study_design_scores_gemma":[0.000097983684,0.000018918237,0.00080907956,0.0000026106845,0.0000023982498,0.00001899093,0.00011971056,0.000046694626,0.9871054,0.0056494153,0.006001838,0.0001269038],"about_ca_topic_score_codex":0.00007534021,"about_ca_topic_score_gemma":0.000052187614,"teacher_disagreement_score":0.03564605,"about_ca_system_score_codex":0.000027892682,"about_ca_system_score_gemma":0.0000028324764,"threshold_uncertainty_score":0.3570322},"labels":[],"label_agreement":null},{"id":"W2145615867","doi":"10.1088/0960-1317/21/1/015009","title":"Development of a combined piezoresistive pressure and temperature sensor using a chemical protective coating for Kraft pulp digester process monitoring","year":2010,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Research Council Canada","keywords":"Piezoresistive effect; Materials science; Pressure sensor; Kraft process; Composite material; Kraft paper; Coating; Silicon; Pulp (tooth); Optoelectronics","score_opus":0.007729203742909864,"score_gpt":0.22665989819659846,"score_spread":0.2189306944536886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145615867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871468,0.0010606726,0.011240211,0.000007875495,0.00021462278,0.00027530282,0.000010657359,0.00004318231,6.88631e-7],"genre_scores_gemma":[0.8559594,0.00005108445,0.14387749,0.0000010830722,0.00006185732,0.00001082144,5.0179716e-7,0.000035088113,0.0000026777939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919015,0.0000016046256,0.0003768168,0.00012934148,0.00008302481,0.00021905222],"domain_scores_gemma":[0.99949265,0.00003909018,0.00015427162,0.00007282856,0.00017785894,0.00006333237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014720786,0.0001951327,0.00033751206,0.00013883307,0.00006450007,0.000030909363,0.00009526855,0.00015993278,3.6425556e-7],"category_scores_gemma":[0.00006630471,0.00017695349,0.000043214048,0.000092489114,0.000022405116,0.00013900873,0.000045740646,0.00046159606,1.844521e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031848584,0.000013186704,0.000012940445,0.0005571087,0.00010249508,0.0000031059867,0.00078475353,0.00045706477,0.9958156,0.000017031942,9.3776094e-7,0.0022039253],"study_design_scores_gemma":[0.0006101301,0.00005451131,0.00005526629,0.0004536776,0.00005349149,0.0001475418,0.00057755655,0.0028866883,0.9947131,0.000091945316,0.00017352535,0.00018256066],"about_ca_topic_score_codex":3.914934e-7,"about_ca_topic_score_gemma":6.367837e-7,"teacher_disagreement_score":0.13263728,"about_ca_system_score_codex":0.000022065775,"about_ca_system_score_gemma":0.000027464257,"threshold_uncertainty_score":0.72159535},"labels":[],"label_agreement":null},{"id":"W2146035466","doi":"10.1109/ccece.2007.77","title":"High Mechanical Bandwidth Polysilicon Micromirrors for Large Area / High Deflection Angle Micromirror Arrays","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"CMC Microsystems","keywords":"Surface micromachining; Materials science; Deflection angle; Bandwidth (computing); Optics; Deflection (physics); Tilt (camera); Composite number; Optoelectronics; Fabrication; Computer science; Physics; Engineering; Composite material; Mechanical engineering; Telecommunications","score_opus":0.012683005370836714,"score_gpt":0.2412089454534032,"score_spread":0.2285259400825665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146035466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75929105,0.00008630885,0.23778763,0.00009851955,0.00061129284,0.0003238036,0.000030121872,0.001490008,0.00028123258],"genre_scores_gemma":[0.88362813,0.00006122886,0.115529895,0.00008819296,0.000076981814,0.00004738739,0.00003110759,0.00006175388,0.0004753128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986517,0.0000025561558,0.000311016,0.00030468465,0.0000947015,0.00063538126],"domain_scores_gemma":[0.9994333,0.000093527815,0.000042923035,0.000298925,0.000045853492,0.00008547684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020670956,0.00025282902,0.00029509168,0.00017596722,0.000121903075,0.000021647418,0.00017128713,0.0002895689,0.00008940685],"category_scores_gemma":[0.000040056555,0.00023216607,0.00012421809,0.0002449373,0.000023118519,0.00015126307,0.000039504957,0.0002045429,0.000025806949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044995155,0.00004559816,0.000009542054,0.000024065712,0.00003562813,0.0000037126088,0.000019494151,0.00003492182,0.98848057,0.007488718,0.0014841149,0.0023286624],"study_design_scores_gemma":[0.00096654904,0.00011969677,0.00052308606,0.000014549771,0.000022767936,0.000011764942,0.00015010059,0.0002322775,0.9795399,0.0049206247,0.013181744,0.00031694735],"about_ca_topic_score_codex":0.000087800225,"about_ca_topic_score_gemma":0.000844828,"teacher_disagreement_score":0.12433706,"about_ca_system_score_codex":0.00013297696,"about_ca_system_score_gemma":0.0000083361765,"threshold_uncertainty_score":0.94674575},"labels":[],"label_agreement":null},{"id":"W2146667344","doi":"10.1109/icmens.2005.74","title":"Modal Analysis of Microgrippers used in Assembly of MEMS Devices","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Modal; Modal analysis; Materials science; Computer science; Structural engineering; Engineering; Optoelectronics; Finite element method; Composite material","score_opus":0.007627854882465096,"score_gpt":0.22551185393136086,"score_spread":0.21788399904889577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146667344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959845,0.00030882645,0.0013738214,0.000009898537,0.000015946138,0.000034610286,0.0000042443075,0.00012185857,0.0021463141],"genre_scores_gemma":[0.9956027,0.000035650224,0.004307672,0.0000017119429,0.0000028709453,0.000002781421,0.0000034891143,0.000006208806,0.000036900143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995662,9.936288e-7,0.00019942998,0.00006968956,0.00006001221,0.00010365966],"domain_scores_gemma":[0.9998016,0.000025037256,0.000028534172,0.00012412258,0.000013886339,0.0000068241134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036881385,0.000063881984,0.00022876395,0.00033872013,0.0000038869152,0.0000020689154,0.000082899765,0.000058882102,0.000012828967],"category_scores_gemma":[0.00000440199,0.000056115972,0.00006432057,0.0007238456,0.00002558854,0.000056458153,0.000012842208,0.000043069555,4.9647286e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013410757,0.00001791759,0.020968167,0.000020883681,0.00009658601,8.377096e-7,0.000019873063,0.09484089,0.88256305,0.00034298026,0.000024985313,0.0011024857],"study_design_scores_gemma":[0.00013356422,0.00001149126,0.0709182,0.000008852566,0.00006165286,1.18043936e-7,0.00023928628,0.0097898105,0.9184536,0.00012593009,0.0001755173,0.00008198812],"about_ca_topic_score_codex":0.00055180106,"about_ca_topic_score_gemma":0.00340931,"teacher_disagreement_score":0.08505108,"about_ca_system_score_codex":0.000015130362,"about_ca_system_score_gemma":0.0000025986053,"threshold_uncertainty_score":0.22883429},"labels":[],"label_agreement":null},{"id":"W2146769522","doi":"10.1109/tmag.2006.887058","title":"Pole Piece Effect on Improvement of Magnetic Controllability for Noncontact Micromanipulation","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electromagnet; Physics; Magnetic field; Point (geometry); Magnet; Controllability; Magnetic levitation; Levitation; Magnetic dipole; Dipole; Field (mathematics); Topology (electrical circuits); Nuclear magnetic resonance; Computer science; Electrical engineering; Mathematics; Geometry; Engineering; Quantum mechanics","score_opus":0.007363784291433105,"score_gpt":0.23506407083615666,"score_spread":0.22770028654472355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146769522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57363206,0.00007438494,0.42476264,0.000024214494,0.00038455092,0.0006175874,0.000037797414,0.00020075419,0.0002660249],"genre_scores_gemma":[0.99553084,0.00004196072,0.004164266,0.00002568256,0.000023778102,0.00005871165,0.000002164443,0.00003004888,0.00012256953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916816,0.0000037559787,0.00029548156,0.00017006337,0.00011582864,0.00024671358],"domain_scores_gemma":[0.99930406,0.00028645273,0.000038945178,0.00028363048,0.000045506524,0.00004140851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016497832,0.00017549729,0.00021740948,0.00013037836,0.000054281696,0.000007656961,0.00009044914,0.00012836771,0.000025365649],"category_scores_gemma":[0.0000096931535,0.00016858216,0.00010622063,0.0001259394,0.00004813059,0.00003828627,5.8966106e-7,0.00015599099,0.0000058049336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018131737,0.00007887058,0.0000049421315,0.00008367982,0.000014230919,5.894383e-7,0.000022501657,0.015990723,0.700395,0.000026889185,0.000018222068,0.28318304],"study_design_scores_gemma":[0.0014378191,0.0064014555,0.0008296019,0.000025881316,0.000048718844,9.604404e-7,0.000028973096,0.0022159442,0.9879014,0.0001986272,0.0007471121,0.00016353973],"about_ca_topic_score_codex":0.000012581446,"about_ca_topic_score_gemma":0.000068369314,"teacher_disagreement_score":0.42189878,"about_ca_system_score_codex":0.00009311174,"about_ca_system_score_gemma":0.000006439367,"threshold_uncertainty_score":0.6874581},"labels":[],"label_agreement":null},{"id":"W2146927674","doi":"10.3390/s91007988","title":"A Coupled Field Multiphysics Modeling Approach to Investigate RF MEMS Switch Failure Modes under Various Operational Conditions","year":2009,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Multiphysics; Microelectromechanical systems; Microfabrication; Radio frequency; Finite element method; Coupling (piping); Electronic engineering; Voltage; Residual stress; Capacitive sensing; Mechanical engineering; Field (mathematics); Materials science; Engineering; Electrical engineering; Optoelectronics; Structural engineering","score_opus":0.01884858653630221,"score_gpt":0.23900414177046156,"score_spread":0.22015555523415936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146927674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81536764,0.000031956057,0.18206087,0.0006535887,0.000044544,0.00019091854,0.00001020095,0.00066576194,0.00097454],"genre_scores_gemma":[0.9641681,0.00002049333,0.035141118,0.00044782576,0.000058855923,0.000026136478,0.00002778304,0.000022965292,0.00008676881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992551,0.000002013858,0.00016343934,0.00020585553,0.00012628437,0.00024728634],"domain_scores_gemma":[0.99961156,0.000030399771,0.000013555876,0.00021519937,0.00004978824,0.00007951428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003062335,0.00017279868,0.00016658266,0.00008137289,0.00011508615,0.000037210386,0.00011640198,0.00012793884,0.0000048079078],"category_scores_gemma":[0.00003612449,0.00016877138,0.000043276905,0.00019352071,0.000021092304,0.00012439174,0.000018693363,0.00023502394,0.000016234982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002032805,0.000017331453,0.0000015324197,0.000005420359,0.000014057893,0.0000012808036,0.00014378937,0.797436,0.19679748,0.005208191,0.00022225789,0.00015066174],"study_design_scores_gemma":[0.00019206064,0.00002971082,0.000025454487,0.000017058783,0.000009275946,0.000005672491,0.00043044487,0.9492333,0.03538938,0.014318844,0.00011650253,0.0002323233],"about_ca_topic_score_codex":0.000029227418,"about_ca_topic_score_gemma":0.000019230494,"teacher_disagreement_score":0.1614081,"about_ca_system_score_codex":0.00004353487,"about_ca_system_score_gemma":0.0000151513805,"threshold_uncertainty_score":0.6882297},"labels":[],"label_agreement":null},{"id":"W2146946657","doi":"10.1109/jsen.2010.2103938","title":"Design of a Time-Based Micro-g Accelerometer","year":2011,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accelerometer; Microelectromechanical systems; Sensitivity (control systems); Surface micromachining; Capacitive sensing; Noise (video); Electronic engineering; Response time; Realization (probability); Materials science; Computer science; Acoustics; Engineering; Electrical engineering; Optoelectronics; Physics","score_opus":0.04358643098969228,"score_gpt":0.21760810003556916,"score_spread":0.17402166904587688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146946657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235283,0.0001486358,0.07503703,0.0000080235495,0.00027190443,0.00006662744,0.0000021096241,0.00020025118,0.0007370761],"genre_scores_gemma":[0.84727913,0.00017130733,0.15228082,0.000017468437,0.000059087935,0.0000021439184,1.8355408e-7,0.0000392471,0.00015057928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942875,0.000008415011,0.0002056387,0.000066552515,0.0000876983,0.00020294824],"domain_scores_gemma":[0.9996738,0.000035268436,0.000059859434,0.0001389695,0.000044468445,0.00004765319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102743055,0.000110960944,0.00016268528,0.00016404886,0.00003200324,0.000008720857,0.00015230953,0.00008317043,0.00020359513],"category_scores_gemma":[0.000015276772,0.00009440349,0.000061503815,0.00011141736,0.000048730126,0.000089622605,0.0000059529307,0.00023594458,0.00004785493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019937846,0.000015773025,0.000015031838,0.00000881112,0.000028999873,0.000032749816,0.00008879851,0.017158989,0.9790225,9.035389e-7,0.0012365918,0.002370921],"study_design_scores_gemma":[0.00027425506,0.000087193264,0.00014111641,0.000032446475,0.000011572453,0.00008667267,0.000020238731,0.0019472591,0.99658424,0.00037969553,0.0003176001,0.000117706535],"about_ca_topic_score_codex":0.0000011062251,"about_ca_topic_score_gemma":1.4309326e-7,"teacher_disagreement_score":0.0772438,"about_ca_system_score_codex":0.000024526069,"about_ca_system_score_gemma":0.0000114634995,"threshold_uncertainty_score":0.38496625},"labels":[],"label_agreement":null},{"id":"W2146978263","doi":"10.1109/mwscas.1992.271088","title":"Design methodology for micromechanical systems at commercial CMOS foundries through MOSIS","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"NIST; Traceability; Very-large-scale integration; CMOS; Computer science; Integrated circuit; Class (philosophy); Fabrication; Electronic circuit; Application-specific integrated circuit; Integrated circuit design; Electronic engineering; Computer architecture; Manufacturing engineering; Embedded system; Engineering; Electrical engineering; Software engineering; Artificial intelligence","score_opus":0.17452484666867044,"score_gpt":0.3160724081056625,"score_spread":0.14154756143699207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146978263","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015538266,0.0007250335,0.98021555,0.00005951402,0.0008011605,0.00046517598,0.000006303001,0.00090442866,0.0012845789],"genre_scores_gemma":[0.10845149,0.00034374968,0.8897797,0.00009913747,0.000050777024,0.00034227147,0.000003952109,0.000059188915,0.0008697711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991728,0.000031851643,0.00021681284,0.00018446115,0.000055822973,0.00033823104],"domain_scores_gemma":[0.99905556,0.00062753895,0.000025204954,0.00023138049,0.00003210196,0.00002818623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302168,0.0001683333,0.00031437888,0.000034645484,0.00011174671,0.000016801401,0.00013234782,0.00022435415,0.000032995402],"category_scores_gemma":[0.00018399197,0.00014686152,0.000055143428,0.00011002456,0.00005531043,0.00009763707,0.000032657073,0.00010307179,0.000018394487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048791047,0.000029754465,0.000011145933,0.00015035231,0.00013883252,0.0000046313517,0.00020628475,0.008049557,0.7687676,0.19272286,0.027120918,0.0027492656],"study_design_scores_gemma":[0.00045707214,0.00012967817,0.000004436935,0.000011990266,0.00002621459,0.00003732233,0.00032892483,0.0008891593,0.8257457,0.019710785,0.1523689,0.0002898045],"about_ca_topic_score_codex":0.0000125093065,"about_ca_topic_score_gemma":0.00003196473,"teacher_disagreement_score":0.17301206,"about_ca_system_score_codex":0.00009276693,"about_ca_system_score_gemma":0.000008324297,"threshold_uncertainty_score":0.59888387},"labels":[],"label_agreement":null},{"id":"W2147118753","doi":"10.1109/jsen.2006.890141","title":"Calibration of Multi-Axis MEMS Force Sensors Using the Shape-From-Motion Method","year":2007,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Microelectromechanical systems; Calibration; Capacitive sensing; Computer science; Linearity; Acoustics; Electronic engineering; Engineering; Physics; Materials science; Nanotechnology","score_opus":0.036816447854371194,"score_gpt":0.3051030360549407,"score_spread":0.2682865882005695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147118753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58155704,0.00015729423,0.41759458,0.00002423121,0.00044882926,0.00006318915,0.000004579879,0.00010411387,0.00004614527],"genre_scores_gemma":[0.8965337,0.00016172175,0.10290986,0.000015221151,0.00027592372,5.73772e-7,0.000001082183,0.000037940514,0.00006393584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892986,0.00002179875,0.00042098123,0.00012172065,0.00021607056,0.00028954726],"domain_scores_gemma":[0.99933636,0.00016836807,0.00016009413,0.0001941808,0.00008095775,0.00006005938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005132149,0.00016290588,0.00020503503,0.00014890476,0.00014987262,0.000029727964,0.00015101933,0.00015541803,0.000026577658],"category_scores_gemma":[0.00008390362,0.000120713354,0.00010757022,0.00022660007,0.00006149077,0.0002460209,0.0000143356965,0.0004575307,0.0000017237012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009428978,0.000008701517,0.000037454178,0.0000071874333,0.00003466839,0.000014534422,0.00029915545,0.25620258,0.73013586,0.000013009165,0.000049256036,0.013188133],"study_design_scores_gemma":[0.00024292429,0.000018006112,0.00033117962,0.000032949178,0.000021385542,0.00015262149,0.00073631236,0.31714803,0.6805602,0.00039967886,0.00023543835,0.000121302124],"about_ca_topic_score_codex":0.000027798293,"about_ca_topic_score_gemma":0.000023696157,"teacher_disagreement_score":0.3149767,"about_ca_system_score_codex":0.00008582068,"about_ca_system_score_gemma":0.000009285198,"threshold_uncertainty_score":0.4922548},"labels":[],"label_agreement":null},{"id":"W2147209171","doi":"10.1109/memsys.2007.4432971","title":"SU-8 surface-micromachining process utilizing PMGI as a sacrificial material","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Resist; Materials science; Rapid prototyping; Process (computing); Lift (data mining); Bulk micromachining; Layer (electronics); Nanotechnology; Fabrication; Computer science; Composite material","score_opus":0.010560567437059326,"score_gpt":0.2666798226773333,"score_spread":0.256119255240274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147209171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664299,0.00010150108,0.0029572991,0.000015657315,0.0005340192,0.000112798494,0.000003915114,0.002308012,0.02753688],"genre_scores_gemma":[0.9935781,0.000026966161,0.006052372,0.00002309243,0.00011305235,0.0000029794053,0.00000404675,0.000042347674,0.00015707963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908084,0.0000014809109,0.00021720848,0.00017367693,0.000108370965,0.00041843875],"domain_scores_gemma":[0.99972415,0.000026704614,0.00002201558,0.0001568577,0.000021149066,0.000049106522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014739903,0.00016827829,0.00016399364,0.00006718363,0.00008051258,0.000044490338,0.0001558819,0.00013890049,0.00012214774],"category_scores_gemma":[0.000028276372,0.0001568085,0.000033727338,0.00016051774,0.00003845045,0.0001633543,0.000035202065,0.00017908867,0.00005149125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027239654,0.000011163601,0.00013646265,0.000042943488,0.00001441038,0.000034386583,0.00020813808,0.001114076,0.9841697,0.0014689398,0.00016968751,0.012602859],"study_design_scores_gemma":[0.00016492094,0.000032129046,0.00021278599,0.000023628554,0.00000515925,0.000019975585,0.0012996851,0.00036128514,0.99170536,0.0014347384,0.0044908808,0.00024945923],"about_ca_topic_score_codex":0.00003827593,"about_ca_topic_score_gemma":0.000047928523,"teacher_disagreement_score":0.027379801,"about_ca_system_score_codex":0.00003877422,"about_ca_system_score_gemma":0.0000099592025,"threshold_uncertainty_score":0.6394465},"labels":[],"label_agreement":null},{"id":"W2147402227","doi":"10.1109/icsens.2008.4716487","title":"Modeling of MEMS high-order mode inter-digital waveform synthesizer for Flexural Plate Array sensors","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Waveform; Transducer; Microelectromechanical systems; Acoustics; Electronic engineering; Wideband; Electrical engineering; Materials science; Direct digital synthesizer; Computer science; Engineering; Optoelectronics; Voltage; Physics; Frequency synthesizer; Phase noise","score_opus":0.019208103183315367,"score_gpt":0.2288915406288052,"score_spread":0.20968343744548984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147402227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.666266,0.000033835164,0.33101815,0.000023457776,0.0001071631,0.0001247959,0.000022877997,0.00058336166,0.0018203157],"genre_scores_gemma":[0.9630508,0.00008045239,0.03622767,0.0000071571003,0.000032493514,0.00002330689,0.000006902416,0.000043914733,0.0005273472],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922246,5.0575767e-7,0.0002620572,0.0001515953,0.00008491508,0.00027843975],"domain_scores_gemma":[0.99963087,0.00004185778,0.000022327102,0.00021317154,0.000057229572,0.000034533114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002428008,0.0001751617,0.00025292663,0.00008948456,0.000043633405,0.000010381077,0.00012784217,0.0001147972,0.0000130517465],"category_scores_gemma":[0.000042349562,0.00014120157,0.000080166275,0.00008923893,0.000052424584,0.00035109487,0.000025244555,0.000108677814,0.0000069468574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024958556,0.000019577647,0.000003843739,0.000058025642,0.000066142085,0.000003256165,0.0002019922,0.8351013,0.15821089,0.0007016901,0.00011066774,0.005497667],"study_design_scores_gemma":[0.0002928204,0.000045056247,0.0000032275225,0.000030430338,0.0000069184453,0.000015159507,0.00032650988,0.53398854,0.46144155,0.0032126831,0.00039816642,0.00023896762],"about_ca_topic_score_codex":0.00002710982,"about_ca_topic_score_gemma":0.0000116984875,"teacher_disagreement_score":0.30323067,"about_ca_system_score_codex":0.00003694118,"about_ca_system_score_gemma":0.0000072798166,"threshold_uncertainty_score":0.5758033},"labels":[],"label_agreement":null},{"id":"W2148115253","doi":"10.1155/2011/581910","title":"Square Diaphragm CMUT Capacitance Calculation Using a New Deflection Shape Function","year":2011,"lang":"en","type":"article","venue":"Journal of Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Capacitance; Capacitive sensing; Finite element method; Deflection (physics); Acoustics; Square (algebra); Materials science; Diaphragm (acoustics); Microelectromechanical systems; Ultrasonic sensor; Structural engineering; Engineering; Electrical engineering; Physics; Geometry; Optics; Mathematics; Optoelectronics; Loudspeaker","score_opus":0.045225104273831876,"score_gpt":0.2392932152008661,"score_spread":0.19406811092703424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148115253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95628136,0.0004071046,0.04214257,0.000009552678,0.0006293438,0.00004223883,4.4216233e-7,0.00012216847,0.00036522225],"genre_scores_gemma":[0.9849967,0.00014347023,0.014595437,0.000007742327,0.00019354997,3.3766995e-7,1.8758742e-7,0.000019640735,0.000042955013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994421,0.000004291821,0.00024458562,0.00006101034,0.000116667754,0.00013136354],"domain_scores_gemma":[0.9996615,0.000012403496,0.00012585011,0.000078547746,0.000071567316,0.000050101666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000617195,0.000095664975,0.00013541845,0.00016912277,0.00004282017,0.000009246247,0.000047888752,0.00009603986,0.000033128115],"category_scores_gemma":[0.000034838307,0.0000866499,0.00006917864,0.00018968972,0.000017075656,0.00035178236,0.0000037177088,0.00021252819,0.000005061079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009249526,0.000017415126,0.0008575256,0.000039638733,0.0000812688,0.00003545679,0.0008777981,0.10195319,0.8619785,0.00016639,0.0005533363,0.033347037],"study_design_scores_gemma":[0.002076517,0.0008903545,0.104429774,0.0007073756,0.00033261173,0.0013838453,0.002776933,0.10073519,0.7616952,0.015353252,0.008520606,0.0010983141],"about_ca_topic_score_codex":0.00002347081,"about_ca_topic_score_gemma":0.000013566292,"teacher_disagreement_score":0.10357225,"about_ca_system_score_codex":0.00014220779,"about_ca_system_score_gemma":0.000015773334,"threshold_uncertainty_score":0.35334808},"labels":[],"label_agreement":null},{"id":"W2148185375","doi":"10.1109/ccece.2005.1556974","title":"Deflection response of electro-thermal actuators to voltage and power","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Deflection (physics); Actuator; Voltage; Electrical resistivity and conductivity; Thermal; Temperature coefficient; Materials science; Control theory (sociology); Electrical engineering; Mechanics; Engineering; Physics; Computer science; Optics; Thermodynamics","score_opus":0.0029196815759049586,"score_gpt":0.20016015620512123,"score_spread":0.19724047462921626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148185375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722134,0.000065303946,0.025008142,0.000022791442,0.000030240573,0.000052338688,6.4856107e-7,0.0003415927,0.002265548],"genre_scores_gemma":[0.9959465,0.000007974659,0.0035940052,0.000010565283,0.0000066995967,0.000004512934,1.8645413e-7,0.000010393867,0.0004191354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997228,0.0000013288658,0.00007150713,0.000062271465,0.000035448917,0.00010669342],"domain_scores_gemma":[0.9998677,0.000023253438,0.0000069708667,0.00007879311,0.000009436373,0.000013896596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041165724,0.000056029625,0.00006410495,0.000079277765,0.000013650981,0.0000037419582,0.00002819318,0.000043496348,0.000018361325],"category_scores_gemma":[0.000017876884,0.000049817907,0.000011758382,0.0001112176,0.000013105673,0.000047378348,0.000010798985,0.000044425877,0.0000039175734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042052063,0.0000038817784,0.00008530159,0.000002689917,0.000002795567,7.858824e-7,0.000017701084,0.00036089655,0.9940332,0.00048704518,0.00050840527,0.0044552097],"study_design_scores_gemma":[0.00007818338,0.000084778934,0.012026607,0.0000030950725,0.0000015592976,0.0000021726112,0.000031732845,0.000043177235,0.98147154,0.0004564409,0.005733554,0.00006716211],"about_ca_topic_score_codex":0.00002046756,"about_ca_topic_score_gemma":0.000017236936,"teacher_disagreement_score":0.023733133,"about_ca_system_score_codex":0.000018188979,"about_ca_system_score_gemma":0.0000025304337,"threshold_uncertainty_score":0.20315152},"labels":[],"label_agreement":null},{"id":"W2148952071","doi":"10.1109/dtip.2008.4752958","title":"Noise-based optimization and noise analysis for resonant MEMS structures","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Noise (video); Sensitivity (control systems); Parametric statistics; Finite element method; Parametric model; Acoustics; Electronic engineering; Computer science; Engineering; Materials science; Physics; Structural engineering; Optoelectronics; Mathematics","score_opus":0.013963896523292265,"score_gpt":0.21991111735668054,"score_spread":0.20594722083338826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148952071","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22531293,0.00032962402,0.7734783,0.00004889243,0.00003401321,0.00011513314,0.000008650354,0.000504189,0.00016822193],"genre_scores_gemma":[0.8058644,0.00029327927,0.19362971,0.00003446258,0.000016028933,0.000025493164,0.000021481022,0.000015220669,0.00009991743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960667,7.7121507e-7,0.000099404875,0.00011808263,0.000052050098,0.00012303046],"domain_scores_gemma":[0.99976814,0.000032622735,0.000014169397,0.00013462952,0.000024020013,0.000026406264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020440957,0.000089537716,0.00013619607,0.00014581176,0.000067203975,0.00000792367,0.0000492771,0.0000658172,0.000018311539],"category_scores_gemma":[0.000018227875,0.000072090814,0.000045601468,0.00023755695,0.000036804417,0.000060498074,0.000009179393,0.000039831317,3.2087544e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006276239,0.0000035030127,0.0002842171,0.000015945998,0.000055376364,0.0000013115897,0.000018180252,0.97921723,0.018126583,0.00019715464,0.00024981558,0.0018243939],"study_design_scores_gemma":[0.0005268626,0.000042971762,0.0033883632,0.000004132334,0.00010259236,0.0000024494607,0.000042498657,0.77481395,0.21667646,0.00052153657,0.003632343,0.0002458654],"about_ca_topic_score_codex":0.000009065734,"about_ca_topic_score_gemma":0.000018944433,"teacher_disagreement_score":0.5805515,"about_ca_system_score_codex":0.00001475262,"about_ca_system_score_gemma":0.0000043280056,"threshold_uncertainty_score":0.29397783},"labels":[],"label_agreement":null},{"id":"W2149474387","doi":"10.1177/1045389x06061770","title":"Performance Characterization of In-plane Electro-thermally Driven Linear Microactuators","year":2006,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microactuator; Microsystem; Actuator; Microelectromechanical systems; Surface micromachining; Materials science; Precision engineering; Displacement (psychology); Mechanical engineering; Fabrication; Engineering; Optoelectronics; Electrical engineering; Nanotechnology; Miniaturization","score_opus":0.004477840298704197,"score_gpt":0.1919727051613057,"score_spread":0.18749486486260153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149474387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856025,0.00021114535,0.000455977,0.0000030410085,0.00062813703,0.000075723554,0.000012096482,0.000019659112,0.000033960474],"genre_scores_gemma":[0.9987921,0.00069457386,0.00027215603,0.0000012852116,0.00020767558,0.0000010702386,0.00000674618,0.000012049929,0.000012324262],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999253,0.000006104205,0.00047964408,0.000052165433,0.000091825925,0.000117288015],"domain_scores_gemma":[0.99968344,0.000006890486,0.00018924466,0.000057939866,0.00004479166,0.000017701022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006633905,0.00010406958,0.0002559648,0.000136323,0.000015352465,0.000019567326,0.000082046616,0.00008077343,0.0000083947025],"category_scores_gemma":[0.0000035839676,0.000078002246,0.0000252353,0.000056149474,0.00002388892,0.00010296152,0.000009684182,0.00009028789,2.7774027e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004115695,0.000004865962,0.0012164365,0.0001536023,0.000014408481,0.0000046941586,0.000044282217,0.0037764187,0.9935176,0.00013090254,0.000009007489,0.0010866409],"study_design_scores_gemma":[0.0001248353,0.000112462294,0.023342693,0.00012949482,0.00000700126,0.00009718823,0.000038138263,0.00043205667,0.97448355,0.000078286124,0.0010639315,0.000090371606],"about_ca_topic_score_codex":0.000027108888,"about_ca_topic_score_gemma":0.0000030604356,"teacher_disagreement_score":0.022126256,"about_ca_system_score_codex":0.000028013716,"about_ca_system_score_gemma":0.000007395643,"threshold_uncertainty_score":0.31808394},"labels":[],"label_agreement":null},{"id":"W2150461485","doi":"10.1109/ccece.2000.849607","title":"Design and optimization of micromachined flexible joints","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Joint (building); Surface micromachining; Finite element method; Materials science; Structural engineering; Range (aeronautics); Acoustics; Mechanical joint; Mechanical engineering; Engineering; Composite material; Physics; Fabrication","score_opus":0.019473420458836273,"score_gpt":0.2076272447812415,"score_spread":0.18815382432240524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150461485","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036404304,0.0005048756,0.9596983,0.000021572472,0.000024217672,0.00006215259,3.6776606e-7,0.00046906198,0.002815129],"genre_scores_gemma":[0.3709865,0.0007410366,0.6278189,0.0000063491048,0.0000032789956,0.0000030426932,3.726171e-7,0.00000950895,0.00043101836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982315,8.418199e-7,0.000059818118,0.00004161302,0.00001997632,0.000054625256],"domain_scores_gemma":[0.9999057,0.000011270942,0.0000072778826,0.000060366885,0.0000062158724,0.000009189063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015284046,0.000040233528,0.000056247478,0.00003568062,0.000009976404,0.0000028296813,0.000024805337,0.000030035744,0.00008949687],"category_scores_gemma":[0.0000067941655,0.0000348678,0.0000058063815,0.000055127246,0.00001533566,0.000052527186,0.000008788481,0.000025823429,0.000002740394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010763065,0.0000063185603,0.0000062057898,0.000015538459,0.0000062620124,4.6231457e-7,0.000033185865,0.635797,0.35389894,0.00016847375,0.0007237456,0.009342804],"study_design_scores_gemma":[0.000123031,0.000021148126,0.00002322392,0.0000061501883,0.0000021104197,0.000002331875,0.000011079569,0.41484585,0.58439916,0.00032152544,0.00019116698,0.00005320096],"about_ca_topic_score_codex":0.000001147349,"about_ca_topic_score_gemma":1.855434e-7,"teacher_disagreement_score":0.33458218,"about_ca_system_score_codex":0.000004189981,"about_ca_system_score_gemma":3.1738702e-7,"threshold_uncertainty_score":0.14218676},"labels":[],"label_agreement":null},{"id":"W2150688835","doi":"10.1109/icmens.2005.5","title":"Hysteresis Spring Single Digital Input Bistable Mechanism","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bistability; Hysteresis; Mechanism (biology); Microelectromechanical systems; Computer science; Control theory (sociology); Electronic engineering; Engineering; Physics; Optoelectronics","score_opus":0.006614882695314588,"score_gpt":0.1667047446038352,"score_spread":0.1600898619085206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150688835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8353558,0.00016402877,0.06634167,0.000025270268,0.00015755364,0.00007086865,0.0000048118623,0.0028408489,0.0950391],"genre_scores_gemma":[0.9898798,0.000009515803,0.007835736,0.000006530395,0.00003780737,0.000006247814,0.0000017732215,0.000026074522,0.002196499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949765,3.6281665e-7,0.00011339036,0.00010732473,0.000064020394,0.0002172534],"domain_scores_gemma":[0.9997836,0.000012762496,0.00001045617,0.00016519641,0.000009750974,0.000018281793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000013537874,0.00010351622,0.00009707342,0.0000630411,0.000031315223,0.000060621474,0.000088408335,0.000060003054,0.000022424341],"category_scores_gemma":[0.0000069636403,0.00009551467,0.000029412633,0.00010374141,0.000014261213,0.0002615438,0.000041590858,0.000063200314,0.00005815935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013773587,0.000030161278,0.00009067781,0.00003364719,0.000011401737,0.000013878205,0.000007264353,0.002261143,0.9545442,0.030917492,0.0008612286,0.011227566],"study_design_scores_gemma":[0.00013429191,0.000020964224,0.00014576277,0.000016128668,0.000002903788,0.000003524627,0.000053227366,0.0006316444,0.95027906,0.019320432,0.02917631,0.0002157645],"about_ca_topic_score_codex":0.000036749265,"about_ca_topic_score_gemma":0.000047217778,"teacher_disagreement_score":0.15452397,"about_ca_system_score_codex":0.000042028616,"about_ca_system_score_gemma":0.0000017963522,"threshold_uncertainty_score":0.3894975},"labels":[],"label_agreement":null},{"id":"W2151046565","doi":"10.1109/emicc.2007.4412772","title":"A parallel-plate MEMS variable capacitor with vertical thin-film comb actuators","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Variable capacitor; Capacitance; Actuator; Capacitor; Microelectromechanical systems; Materials science; Comb drive; Voltage; Optoelectronics; Electrode; Displacement (psychology); Electrical engineering; Acoustics; Engineering; Physics; Fabrication","score_opus":0.008135786518803203,"score_gpt":0.20879782975862746,"score_spread":0.20066204323982426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151046565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4014023,0.0000871385,0.56470704,0.000049380444,0.00027870582,0.0001504308,0.0000020568518,0.0021399804,0.031182973],"genre_scores_gemma":[0.90048826,0.000046439105,0.09871472,0.00007136334,0.00005836209,0.000012162835,0.0000024424178,0.000041336018,0.0005648991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991124,0.000001065358,0.0001608379,0.00015803284,0.00014024883,0.00042740302],"domain_scores_gemma":[0.9995391,0.000077284174,0.000009483926,0.00025794166,0.000023110966,0.00009310679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010195359,0.00017286933,0.00018039581,0.00006653414,0.000055472497,0.000019255325,0.00014101184,0.00014820583,0.00011770952],"category_scores_gemma":[0.000026945116,0.00012324119,0.000024880419,0.00020017114,0.00007421069,0.00016437501,0.00002649329,0.00025956577,0.000054621756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006551866,0.00039169734,0.0014067178,0.00033193405,0.0009062743,0.00057011703,0.0013554515,0.12117162,0.457433,0.34794477,0.029319027,0.038514193],"study_design_scores_gemma":[0.003617808,0.0006556085,0.0016892478,0.00015119911,0.00009088456,0.00014808043,0.0018296264,0.036154244,0.7592082,0.019162405,0.17535613,0.0019365315],"about_ca_topic_score_codex":0.000028730788,"about_ca_topic_score_gemma":0.000059077396,"teacher_disagreement_score":0.499086,"about_ca_system_score_codex":0.000052025327,"about_ca_system_score_gemma":0.0000098352275,"threshold_uncertainty_score":0.50256294},"labels":[],"label_agreement":null},{"id":"W2151443045","doi":"10.1109/ccece.2007.45","title":"Low-Cost Surface Micromachined Pirani Pressure Sensor with Atmospheric Pressure Range","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Pressure sensor; Resistor; Optoelectronics; Heat sink; Surface roughness; Atmospheric pressure; Nanometre; Pressure measurement; Electrical engineering; Composite material; Mechanical engineering; Engineering","score_opus":0.004666383145799064,"score_gpt":0.20260089719765328,"score_spread":0.19793451405185422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151443045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92885333,0.0027857802,0.05508594,0.00006154594,0.00019207191,0.00062213984,0.000022851154,0.0034251544,0.008951173],"genre_scores_gemma":[0.9195239,0.00014116622,0.07227376,0.000048959682,0.000055331046,0.000009760931,0.0000048467527,0.00008847101,0.007853802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989279,0.0000033213037,0.00018804608,0.00025558606,0.00015324757,0.00047192964],"domain_scores_gemma":[0.9993921,0.000055338056,0.000032074884,0.00039986556,0.00004151337,0.000079096855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000961201,0.0002738167,0.00025279107,0.000012282473,0.00006757078,0.00002458862,0.00020026039,0.00018110209,0.0001325088],"category_scores_gemma":[0.000013290102,0.00020659174,0.000045546105,0.000262765,0.00006223646,0.00016600176,0.000038362556,0.0002860647,0.000035257654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023256158,0.00011476931,0.0039399643,0.00050048,0.00043241208,0.00014529786,0.00033236467,0.16328123,0.80903107,0.00032911866,0.005248849,0.016411908],"study_design_scores_gemma":[0.0019092702,0.00013454969,0.010750141,0.000092635106,0.00013751419,0.000056700068,0.0003668331,0.005699074,0.6822866,0.00007943085,0.2975207,0.00096654624],"about_ca_topic_score_codex":0.000043183914,"about_ca_topic_score_gemma":0.00013283598,"teacher_disagreement_score":0.29227185,"about_ca_system_score_codex":0.000017452838,"about_ca_system_score_gemma":0.0000066274797,"threshold_uncertainty_score":0.84245664},"labels":[],"label_agreement":null},{"id":"W2151528054","doi":"10.1109/tmtt.2005.855738","title":"Multiport MEMS-based waveguide and coaxial switches","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Coaxial; Bandwidth (computing); Return loss; Actuator; Insertion loss; Communications satellite; Extremely high frequency; Electrical engineering; Electronic engineering; Crossover switch; Miniaturization; Engineering; Computer science; Materials science; Optoelectronics; Crossbar switch; Telecommunications; Satellite; Antenna (radio)","score_opus":0.008097829479173294,"score_gpt":0.22774713059941182,"score_spread":0.21964930112023853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151528054","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4006378,0.00031491855,0.59604836,0.00006995892,0.0000528762,0.00020582628,0.000016432492,0.0016680496,0.0009857569],"genre_scores_gemma":[0.97441393,0.00083392183,0.024380058,0.00010899702,0.000030139112,0.00006885455,0.0000012544731,0.000035734585,0.00012710228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993646,0.000009053448,0.00017803836,0.00019624217,0.000056672037,0.00019537486],"domain_scores_gemma":[0.99960816,0.00010676044,0.000022133083,0.0001954156,0.000016513128,0.000051008443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019954036,0.00020476783,0.00017870881,0.00015171226,0.00012783444,0.000021053047,0.00007408768,0.00016516297,0.000024318162],"category_scores_gemma":[0.0000042794527,0.00019019058,0.000047610574,0.00007807297,0.00018822146,0.0001338848,0.0000014811535,0.00027519945,0.0000035152375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044786626,0.000026245405,7.941319e-7,0.000021146616,0.0000169774,0.0000021374194,0.00004923253,0.00016492399,0.759285,0.0003867513,0.000043777618,0.23995824],"study_design_scores_gemma":[0.00020797309,0.000084417836,0.0000045641223,0.00004748269,0.00002270255,0.000022725788,0.00007862366,0.00008912594,0.9890237,0.0045562196,0.0056376387,0.0002248177],"about_ca_topic_score_codex":0.0000036261495,"about_ca_topic_score_gemma":0.00002642478,"teacher_disagreement_score":0.5737761,"about_ca_system_score_codex":0.000032520464,"about_ca_system_score_gemma":0.0000071684126,"threshold_uncertainty_score":0.7755747},"labels":[],"label_agreement":null},{"id":"W2153162881","doi":"10.1088/0960-1317/17/9/007","title":"A MEMS stage for 3-axis nanopositioning","year":2007,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Fabrication; Actuator; Comb drive; Coupling (piping); Plane (geometry); Engineering; Materials science; Optics; Physics; Optoelectronics; Electrical engineering; Mechanical engineering; Geometry; Mathematics","score_opus":0.00577952925708749,"score_gpt":0.21147081665877482,"score_spread":0.20569128740168732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153162881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.580537,0.0031334243,0.4157854,0.000014914355,0.00036363697,0.00006706726,0.0000072678376,0.00007342608,0.00001780142],"genre_scores_gemma":[0.9168031,0.0015751945,0.081366755,0.00001765619,0.00012100969,0.00000235503,0.0000013127177,0.00005008283,0.000062518484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926955,5.653951e-7,0.00032845623,0.00007606203,0.00006034561,0.00026503528],"domain_scores_gemma":[0.99966806,0.00004891162,0.00007550076,0.00007726156,0.000063424275,0.00006682646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030573175,0.00013350105,0.0002103163,0.00022130656,0.000047827863,0.000025854595,0.00010078461,0.00008413253,0.0000026274627],"category_scores_gemma":[0.000023681123,0.0001293516,0.000076730554,0.000103945385,0.000010164673,0.00013462864,0.000022710767,0.00018598726,3.644643e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010732151,0.0000058579913,0.0000010633369,0.000087905435,0.00003706236,0.000014925451,0.000083969906,0.0011879121,0.985278,0.00050167646,0.00008687495,0.012704021],"study_design_scores_gemma":[0.0004915146,0.00013113114,0.000014581585,0.00012103326,0.0000187081,0.00023783889,0.00031793554,0.0013524278,0.9719623,0.0004681355,0.02471633,0.00016807351],"about_ca_topic_score_codex":5.5981e-7,"about_ca_topic_score_gemma":0.0000019166564,"teacher_disagreement_score":0.33626607,"about_ca_system_score_codex":0.000058118294,"about_ca_system_score_gemma":0.0000063721595,"threshold_uncertainty_score":0.52748054},"labels":[],"label_agreement":null},{"id":"W2153834553","doi":"10.1109/icma.2006.257598","title":"Towards Development of a One-Port Resonant Sensor for Robotic-Based Microassembly Force Measurement","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sensitivity (control systems); Tuning fork; Compensation (psychology); Stress (linguistics); Acoustics; Computer science; Control theory (sociology); Engineering; Mechanical engineering; Electronic engineering; Physics; Vibration","score_opus":0.03490545111587208,"score_gpt":0.23258099291310436,"score_spread":0.1976755417972323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153834553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12072654,0.00033030438,0.87601686,0.000092368275,0.00009073228,0.0004290879,0.0000031412794,0.00057070336,0.0017402739],"genre_scores_gemma":[0.5496969,0.000005861217,0.4499451,0.000010835178,0.000015212232,0.000070235474,0.0000051217307,0.000023654504,0.00022708326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990272,0.000001204966,0.00033552328,0.00015023403,0.00021614501,0.00026970857],"domain_scores_gemma":[0.9996124,0.000015564774,0.0000406711,0.00018647061,0.0001202471,0.00002467014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015894324,0.00014646872,0.00021834268,0.00008262701,0.000040861112,0.000006635676,0.00010449788,0.00008044213,0.0000060297934],"category_scores_gemma":[0.00002448406,0.00012922267,0.00006037498,0.000093049195,0.00002070892,0.000036542013,0.000018048686,0.000052122945,0.0000023311036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014106395,0.00005333071,0.000021884707,0.00015920975,0.00002717009,0.0000010519095,0.000016538099,0.015425791,0.9631298,0.00064123474,0.00063170906,0.019878134],"study_design_scores_gemma":[0.00043675842,0.000036528727,0.001089397,0.000059050628,0.000011476397,6.6807536e-7,0.00004592861,0.0025444306,0.9837203,0.0004087799,0.011461515,0.00018518307],"about_ca_topic_score_codex":0.000019051304,"about_ca_topic_score_gemma":0.00017212825,"teacher_disagreement_score":0.42897037,"about_ca_system_score_codex":0.00014300886,"about_ca_system_score_gemma":0.00007117975,"threshold_uncertainty_score":0.52695477},"labels":[],"label_agreement":null},{"id":"W2154012053","doi":"10.1109/mwsym.2004.1339106","title":"An improved design for parallel plate MEMS variable capacitors","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Variable capacitor; Capacitor; Microelectromechanical systems; Materials science; Variable (mathematics); Range (aeronautics); Voltage; Electrical engineering; Optoelectronics; Electronic engineering; Engineering; Mathematics","score_opus":0.01749729727584283,"score_gpt":0.22899846915593383,"score_spread":0.211501171880091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154012053","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030158557,0.00006270042,0.96685594,0.000022251454,0.00023771769,0.00029894634,0.000004502165,0.0016254575,0.0007339053],"genre_scores_gemma":[0.24655311,0.000046442743,0.75298566,0.00002377682,0.00005642936,0.00012497243,0.0000038263247,0.00003456183,0.00017122488],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994644,6.8423566e-7,0.00011022735,0.00013211033,0.00003543994,0.00025714978],"domain_scores_gemma":[0.9996956,0.000025924606,0.000011972912,0.00020457542,0.000017942872,0.000043978915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005904139,0.00011810275,0.000117115145,0.00004101066,0.000050937095,0.000017634737,0.00012471933,0.00011191884,0.0000115781895],"category_scores_gemma":[0.000018525709,0.00010063689,0.000024627738,0.000078126504,0.000020976713,0.00020925602,0.0000074234,0.000079414465,0.0000059091844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009788253,0.000012857283,6.1655044e-7,0.00001396307,0.00001533195,7.204789e-7,0.000034338533,0.37131974,0.62061685,0.006049454,0.00021641474,0.0017099313],"study_design_scores_gemma":[0.001326961,0.00030681991,0.000011727805,0.000013389374,0.000011757307,0.0000045274146,0.00019294625,0.03413476,0.847878,0.108960964,0.0067755966,0.00038254558],"about_ca_topic_score_codex":0.000031996504,"about_ca_topic_score_gemma":0.000012836108,"teacher_disagreement_score":0.33718497,"about_ca_system_score_codex":0.000048042748,"about_ca_system_score_gemma":0.000011273028,"threshold_uncertainty_score":0.41038534},"labels":[],"label_agreement":null},{"id":"W2154627189","doi":"10.1109/sensor.2009.5285840","title":"Squeezed film damping measurements on a parallel-plate MEMS in the free molecule regime","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knudsen number; Inertia; Molecular dynamics; Microelectromechanical systems; Reynolds number; Physics; Materials science; Mechanics; Classical mechanics; Quantum mechanics","score_opus":0.022872504499948154,"score_gpt":0.2561423414818544,"score_spread":0.23326983698190623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154627189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837787,0.00050362846,0.0075299665,0.0012362112,0.00052049774,0.0007351991,0.00020425934,0.00037310776,0.0051184427],"genre_scores_gemma":[0.9975205,0.0012029808,0.0005118335,0.00034623608,0.00006746494,0.000026672358,0.00003473619,0.000033910106,0.00025565093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797606,0.000035625573,0.0005575978,0.00045174733,0.00044384287,0.00053512],"domain_scores_gemma":[0.9991971,0.00006726372,0.00011617292,0.00042483344,0.0001023118,0.00009226569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003107898,0.00043177485,0.00040920975,0.00025895992,0.00011935305,0.00017243491,0.0006547338,0.00017294065,0.000028619035],"category_scores_gemma":[0.00004860335,0.0003497981,0.00010035695,0.00020648426,0.00008833977,0.0002694476,0.000024901716,0.00046057175,0.000018708462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044881302,0.00032598927,0.00011570682,0.00015230483,0.00038604814,0.0002719795,0.008399826,0.04246523,0.9002347,0.0028442454,0.010613293,0.033741888],"study_design_scores_gemma":[0.020942103,0.0016707615,0.009936151,0.003754918,0.00020862541,0.00056864053,0.0058897906,0.049464714,0.7851015,0.028149623,0.08841085,0.005902343],"about_ca_topic_score_codex":0.00013186909,"about_ca_topic_score_gemma":0.00019102432,"teacher_disagreement_score":0.115133196,"about_ca_system_score_codex":0.00013457023,"about_ca_system_score_gemma":0.00003424631,"threshold_uncertainty_score":0.9998954},"labels":[],"label_agreement":null},{"id":"W2156668337","doi":"10.1109/memsys.1998.659830","title":"Micromachined accelerometer based on convection heat transfer","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Heat transfer; Masking (illustration); Thermal; Sensitivity (control systems); Convection; Surface micromachining; Convective heat transfer; Acoustics; Materials science; Mechanical engineering; Computer science; Electrical engineering; Engineering; Mechanics; Electronic engineering; Physics; Fabrication; Meteorology","score_opus":0.015547244189198946,"score_gpt":0.193977324242642,"score_spread":0.17843008005344305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156668337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.911944,0.000093784045,0.055165518,0.0002571746,0.00025039457,0.00013108009,0.0000034236848,0.0023731643,0.029781502],"genre_scores_gemma":[0.99778724,0.000054200085,0.0015782168,0.00015437098,0.000017008031,0.000013838298,0.0000014681955,0.000019586156,0.00037406865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996379,0.0000013468658,0.00007675926,0.00009775413,0.00005036486,0.00013587106],"domain_scores_gemma":[0.99981284,0.00001914833,8.862853e-7,0.0001399843,0.000005435792,0.000021692887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000013964997,0.000097396514,0.000084277155,0.0000850606,0.000026311727,0.0000098196215,0.00005527453,0.0000692292,0.00086122885],"category_scores_gemma":[0.0000036399085,0.000080098536,0.000037405804,0.000104025065,0.000014500738,0.00006219399,0.0000027191209,0.000109581575,0.00010412527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004411463,0.000026495287,0.000019260966,0.000013375725,0.00000831189,0.0000028649654,0.000016376962,0.00548226,0.98030996,0.00008621205,0.0019749773,0.012055468],"study_design_scores_gemma":[0.0004806486,0.000106989544,0.0003570648,0.000010660057,0.000004459121,0.0000023225507,0.000009150284,0.1024956,0.8818892,0.000067180415,0.014397082,0.00017960437],"about_ca_topic_score_codex":0.0000041002645,"about_ca_topic_score_gemma":0.0000058779,"teacher_disagreement_score":0.098420754,"about_ca_system_score_codex":0.000025157608,"about_ca_system_score_gemma":4.4327996e-7,"threshold_uncertainty_score":0.9429852},"labels":[],"label_agreement":null},{"id":"W2156941133","doi":"10.1109/transducers.2011.5969704","title":"Independent tuning of quality factor and resonant frequency of torsional micro-resonators for timing and sensing applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Resonator; Q factor; Quality (philosophy); Boosting (machine learning); Electronic engineering; Automatic frequency control; Computer science; Materials science; Engineering; Optoelectronics; Physics; Telecommunications","score_opus":0.05003199479250797,"score_gpt":0.27785454371635604,"score_spread":0.22782254892384807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156941133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9232007,0.0005803277,0.07572853,0.0000066915686,0.000018569226,0.00016158386,0.000027350683,0.0000791198,0.00019711748],"genre_scores_gemma":[0.8327764,0.000074598654,0.16711465,0.0000026443806,0.000004737162,0.0000060889406,0.0000012990478,0.000008540711,0.000011030956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955475,0.000002050491,0.00019408867,0.00010238673,0.00005170085,0.00009503614],"domain_scores_gemma":[0.99972045,0.00007143461,0.00004675377,0.00010031735,0.00003645719,0.000024608333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068617956,0.00007178455,0.00013756817,0.00005909551,0.000031540243,0.0000021383444,0.000039645165,0.00006503809,0.0000054222714],"category_scores_gemma":[0.000024281177,0.00006321066,0.000019499594,0.000045226974,0.00006355606,0.000057414214,0.000035204957,0.000054503664,8.135068e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005230449,0.0000103137145,0.0026514868,0.00015536245,0.000018436918,2.0344307e-7,0.000391527,0.0000033278243,0.9452361,0.008756065,0.000005308022,0.04276667],"study_design_scores_gemma":[0.00029511243,0.000037306057,0.030343123,0.000057808626,0.0000114673,0.0000043127598,0.0009991511,0.00043480913,0.95528084,0.011931837,0.00043153553,0.00017268113],"about_ca_topic_score_codex":0.00008410511,"about_ca_topic_score_gemma":0.000032355394,"teacher_disagreement_score":0.09138611,"about_ca_system_score_codex":0.000011572391,"about_ca_system_score_gemma":0.000005822315,"threshold_uncertainty_score":0.2577656},"labels":[],"label_agreement":null},{"id":"W2156963453","doi":"10.1109/ccece.2007.80","title":"Assembly and Characterization of Buckled Cantilever Platforms for Thermal Isolation in a Polymer Micromachining Process","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cantilever; Fabrication; Microelectromechanical systems; Surface micromachining; Materials science; Lift (data mining); Process (computing); Polymer; Nanotechnology; Thermal; Mechanical engineering; Computer science; Engineering; Composite material","score_opus":0.007202053864404321,"score_gpt":0.2375464769917908,"score_spread":0.23034442312738648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156963453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531215,0.000056318684,0.046389412,0.0000058575883,0.000030377421,0.00013466462,0.0000027811038,0.00010462409,0.00015450538],"genre_scores_gemma":[0.99856687,0.000013224302,0.0013452179,0.0000071466798,0.000010677588,0.000008618317,0.000008124854,0.0000115487,0.000028552384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996582,2.3421693e-7,0.00013610064,0.000063247295,0.000029450905,0.000112716116],"domain_scores_gemma":[0.99989223,0.000018094446,0.000026693815,0.000040292744,0.000012900112,0.000009804466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006494438,0.00005928926,0.00008459394,0.000090580754,0.000013227047,0.00000390013,0.000027273185,0.00006258628,0.0000023251964],"category_scores_gemma":[0.0000067352357,0.000050044364,0.0000090538815,0.000080619655,0.000009925488,0.0001831786,0.000006288749,0.000042996646,1.2132998e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001670593,0.0000047593458,0.0015805871,0.00004333353,0.0000036901506,2.3647046e-7,0.0002057132,0.0000383195,0.98010206,0.00016115344,3.4964683e-7,0.017843116],"study_design_scores_gemma":[0.0002728327,0.00001958005,0.04592943,0.000022642049,0.0000018119202,0.0000010230605,0.000117377786,0.0069634607,0.9464969,0.000094463125,0.000011067143,0.00006942283],"about_ca_topic_score_codex":0.00000754875,"about_ca_topic_score_gemma":0.000037986618,"teacher_disagreement_score":0.04544543,"about_ca_system_score_codex":0.000009628646,"about_ca_system_score_gemma":0.00000342276,"threshold_uncertainty_score":0.204075},"labels":[],"label_agreement":null},{"id":"W2157224862","doi":"10.1109/icra.2012.6224916","title":"Fabrication of a microcoil through parallel microassembly","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"CMC Microsystems","keywords":"Microcoil; Fabrication; Electromagnetic coil; Process (computing); Electrical conductor; Substrate (aquarium); Voice coil; Grippers; Engineering drawing; Materials science; Base (topology); Conductor; GRASP; Computer science; Mechanical engineering; Engineering; Electrical engineering; Composite material","score_opus":0.01601982024417839,"score_gpt":0.24078076195744885,"score_spread":0.22476094171327046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157224862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8411585,0.0024950712,0.13251719,0.000051027735,0.00016038482,0.00010239645,0.0000019931326,0.0007292877,0.022784127],"genre_scores_gemma":[0.90808994,0.00037737848,0.091239415,0.000016144098,0.0000272395,0.000011375568,0.0000015060808,0.000010412995,0.00022660142],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996793,7.2493793e-7,0.000097833894,0.00004292762,0.00003277404,0.00014638991],"domain_scores_gemma":[0.99981093,0.000011787181,0.00001593839,0.00013221719,0.000015647609,0.0000134505235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021419044,0.000059475722,0.00007952039,0.000021338123,0.000010515848,0.0000018414415,0.000066354776,0.000050343366,0.000018475666],"category_scores_gemma":[0.000008410255,0.000051283074,0.000023030094,0.00008215058,0.00001879015,0.00016736504,0.000016546592,0.00004402966,0.000027685204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010496832,0.00001606201,0.00023202288,0.000022368848,0.000009148044,6.1763465e-8,0.00012625653,0.00014017797,0.986244,0.0030868733,0.0029451665,0.007176806],"study_design_scores_gemma":[0.00009124528,0.000007632243,0.0020280576,0.0000060963907,0.0000038424296,0.0000021070846,0.00014348651,0.000034460885,0.948893,0.0009652598,0.047739763,0.000085052256],"about_ca_topic_score_codex":0.000010531401,"about_ca_topic_score_gemma":0.0000022879974,"teacher_disagreement_score":0.066931404,"about_ca_system_score_codex":0.000013191115,"about_ca_system_score_gemma":0.0000016104493,"threshold_uncertainty_score":0.20912631},"labels":[],"label_agreement":null},{"id":"W2157754398","doi":"10.1109/tmtt.2010.2086069","title":"Piezoresistive Position Sensing for the Detection of Hysteresis and Dielectric Charging in CMOS-MEMS Variable Capacitors","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; University of Waterloo","funders":"","keywords":"Capacitor; Piezoresistive effect; Materials science; Microelectromechanical systems; Variable capacitor; Dielectric; Hysteresis; CMOS; Electrical engineering; Electronic engineering; Optoelectronics; Position sensor; Voltage; Engineering; Physics","score_opus":0.005151420581846024,"score_gpt":0.20737295175287127,"score_spread":0.20222153117102523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157754398","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43890047,0.00010565085,0.56047565,0.000007845095,0.00007870097,0.00020526546,0.000008834302,0.00016074635,0.000056820558],"genre_scores_gemma":[0.9934411,0.0003790514,0.0060747126,0.000008953504,0.000017142,0.00004582605,4.5195105e-7,0.000018333316,0.000014402667],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995669,0.000011345204,0.00013500004,0.00012399098,0.000031699943,0.00013106769],"domain_scores_gemma":[0.999454,0.00036287992,0.00003104758,0.000112758236,0.000024930654,0.0000143892485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026774875,0.000113710455,0.00012722664,0.00018452777,0.00013891672,0.000013248718,0.000039922594,0.0001242187,0.0000012480658],"category_scores_gemma":[0.000011655434,0.00009328591,0.000027950571,0.00015666978,0.0001101432,0.00009362646,9.688716e-7,0.0002783999,8.5311676e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060854614,0.00000852767,5.071128e-7,0.000038153798,0.000015178345,3.342468e-7,0.0001035372,0.000032111402,0.84225124,0.00078745896,7.1497846e-7,0.1567014],"study_design_scores_gemma":[0.00011214785,0.000082164464,0.000015963087,0.000055200835,0.000028009985,0.00001926756,0.00013211819,0.0004291054,0.9838269,0.015124383,0.000074377356,0.00010040191],"about_ca_topic_score_codex":0.000022940822,"about_ca_topic_score_gemma":0.00010032381,"teacher_disagreement_score":0.55454063,"about_ca_system_score_codex":0.000021114027,"about_ca_system_score_gemma":0.0000036792871,"threshold_uncertainty_score":0.3804089},"labels":[],"label_agreement":null},{"id":"W2157984475","doi":"10.1115/1.4002835","title":"Modeling MEMS Resonators Past Pull-In","year":2011,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Galerkin method; Damper; Nonlinear system; Microelectromechanical systems; Beam (structure); Mechanics; Partial differential equation; Control theory (sociology); Ordinary differential equation; Differential equation; Harmonic balance; Resonator; Natural frequency; Physics; Vibration; Structural engineering; Engineering; Mathematical analysis; Acoustics; Mathematics; Computer science; Optics","score_opus":0.014529888251828521,"score_gpt":0.2217929184819375,"score_spread":0.20726303023010897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157984475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90906626,0.00033105933,0.09020341,0.000040276165,0.000117848154,0.000021930036,0.000003714509,0.00002898265,0.00018648739],"genre_scores_gemma":[0.8877065,0.00024770148,0.111955926,0.000011023541,0.00005791716,3.2232728e-7,0.0000027627095,0.000011059469,0.000006751464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995022,0.000002145871,0.0002571351,0.000047191574,0.00010129042,0.000090072186],"domain_scores_gemma":[0.9998034,0.000025066656,0.000040929805,0.00003187098,0.00006540939,0.00003331105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009300881,0.00007113141,0.00012725702,0.00014419813,0.00001709386,0.0000068296335,0.00006798776,0.00004942963,0.0000026775776],"category_scores_gemma":[0.000011509652,0.00006177708,0.00003060988,0.00009289497,0.00002203157,0.00012441754,0.000015683601,0.00019180139,8.1722106e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002140484,0.000028121909,0.0005213582,0.000016130885,0.000018591449,0.000029521756,0.0001409286,0.98370314,0.00008412647,0.001529295,0.000008875152,0.01389853],"study_design_scores_gemma":[0.0002255111,0.000039937102,0.0011655724,0.000031907934,0.0000041353746,0.000065568805,0.00014555948,0.9662683,0.00006357306,0.03184483,0.000074136304,0.0000709707],"about_ca_topic_score_codex":0.0000033187162,"about_ca_topic_score_gemma":0.000018221368,"teacher_disagreement_score":0.030315533,"about_ca_system_score_codex":0.000035711997,"about_ca_system_score_gemma":0.000012113302,"threshold_uncertainty_score":0.2519196},"labels":[],"label_agreement":null},{"id":"W2158187324","doi":"10.1109/ccece.2006.277729","title":"Improving the Time Response of MEMS Switches for RF Applications","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure; McGill University","keywords":"Microelectromechanical systems; Microsecond; Response time; Voltage; Time constant; Actuator; Electronic engineering; Shunt (medical); Materials science; Computer science; Electrical engineering; Engineering; Optoelectronics; Physics","score_opus":0.006428783328512021,"score_gpt":0.2109837825951778,"score_spread":0.2045549992666658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158187324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55525583,0.00048564485,0.43938148,0.00029694766,0.00003285022,0.000628023,0.0000156436,0.0010302054,0.0028733723],"genre_scores_gemma":[0.98391783,0.000009301939,0.0139539195,0.000008937207,0.000033261607,0.0002568379,0.0000020962077,0.00001581813,0.001801983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997342,4.470837e-7,0.00009376075,0.000055116594,0.000029182143,0.00008726234],"domain_scores_gemma":[0.99964225,0.00014162084,0.00001669755,0.00017766158,0.000016534133,0.000005249642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008445351,0.00004797274,0.000059360373,0.000025654841,0.00003494997,0.0000045041365,0.00009654691,0.000035223347,0.0000058181813],"category_scores_gemma":[0.000022131568,0.00003180903,0.000026976351,0.0000744092,0.000029162333,0.000031978616,0.000014589624,0.0000329793,0.000006034361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007648215,0.0000038894127,0.0000023818511,0.000009987165,0.000003046702,2.1552138e-8,0.0000048611173,0.0010446903,0.99003917,0.0011201543,0.00072147785,0.0070426813],"study_design_scores_gemma":[0.000078695426,0.000014115358,0.00018085801,0.0000022892168,0.000004529626,5.7654887e-7,0.000056115037,0.0016433836,0.9712037,0.0042316313,0.022530273,0.00005382343],"about_ca_topic_score_codex":0.000015174379,"about_ca_topic_score_gemma":0.0000074391023,"teacher_disagreement_score":0.42866203,"about_ca_system_score_codex":0.0000108217455,"about_ca_system_score_gemma":0.0000041498897,"threshold_uncertainty_score":0.12971346},"labels":[],"label_agreement":null},{"id":"W2158492134","doi":"10.1109/sensor.2007.4300617","title":"Extreme Narrow Gap Surface Micromachined Pirani Pressure Sensor","year":2007,"lang":"en","type":"article","venue":"TRANSDUCERS 2007 - 2007 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Substrate (aquarium); Etching (microfabrication); Xenon difluoride; Layer (electronics); Materials science; Silicon; Pressure sensor; Atmospheric pressure; Optoelectronics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Mechanical engineering; Physics; Engineering","score_opus":0.01916127421745424,"score_gpt":0.2515233462001441,"score_spread":0.23236207198268988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158492134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645004,0.0019608422,0.024654645,0.00015931908,0.002352541,0.00059309724,0.00044560968,0.00091735955,0.0044161645],"genre_scores_gemma":[0.9919059,0.0012288732,0.0028806748,0.00009398361,0.00023475509,0.000005151164,0.000057923124,0.00011013419,0.0034825935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99719316,0.000024003772,0.000821804,0.0006489365,0.00041991717,0.0008921744],"domain_scores_gemma":[0.99877375,0.00013602429,0.00016872454,0.0003780837,0.00026560595,0.00027782313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046046518,0.0006367277,0.0005891488,0.00024945062,0.00018533165,0.00016638011,0.00046045415,0.00033603437,0.00028121006],"category_scores_gemma":[0.000035244437,0.0006233025,0.00015569056,0.00019342262,0.00024503152,0.0003724408,0.000058702528,0.0005582803,0.000064853295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001577758,0.00007328036,0.00046779282,0.00027209116,0.00039329415,0.00013973395,0.0021390845,0.004454504,0.9809381,0.00042708468,0.0039144875,0.0066227987],"study_design_scores_gemma":[0.0033172998,0.00018310899,0.0022151875,0.00048129732,0.00015128573,0.0004656352,0.00258965,0.010031966,0.6645445,0.000734464,0.3129538,0.002331767],"about_ca_topic_score_codex":0.00027792415,"about_ca_topic_score_gemma":0.00018616386,"teacher_disagreement_score":0.31639352,"about_ca_system_score_codex":0.00014846682,"about_ca_system_score_gemma":0.00004782564,"threshold_uncertainty_score":0.9996218},"labels":[],"label_agreement":null},{"id":"W2158496473","doi":"10.1109/aim.2008.4601762","title":"MEMS Capacitive Force Sensor for Use in Microassembly","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Capacitance; Fabrication; Displacement (psychology); Materials science; Process (computing); Sensitivity (control systems); Electronic engineering; Electrical engineering; Engineering; Computer science; Optoelectronics; Physics; Electrode","score_opus":0.03179730261233791,"score_gpt":0.22957651456973102,"score_spread":0.19777921195739312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158496473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96892434,0.00006785932,0.028750358,0.000022658576,0.00007575215,0.00019384535,0.000010037868,0.0005535753,0.0014015806],"genre_scores_gemma":[0.94240963,0.00022261801,0.054680254,0.000037133144,0.000020464939,0.00005842417,0.0000031093045,0.000025905721,0.0025424515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995653,6.1014794e-7,0.00009981823,0.00010188059,0.000031201293,0.00020118305],"domain_scores_gemma":[0.9997693,0.000074358846,0.000008001437,0.00011282613,0.000017518545,0.000018031356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001851971,0.00008847917,0.00011149642,0.000069840695,0.00002736871,0.0000047682597,0.000051706433,0.000073778734,0.000004303093],"category_scores_gemma":[0.000038391037,0.000080303675,0.000031181964,0.000086483655,0.000031930816,0.00014824135,0.000010431769,0.00007520647,0.0000069100242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009273517,0.000011694257,0.00024889183,0.000019992283,0.000011982374,0.00001939619,0.00017698202,0.0020682076,0.99205554,0.0007103664,0.0025125202,0.0021551864],"study_design_scores_gemma":[0.00042845827,0.00003125375,0.0011634068,0.000012530385,0.0000019374668,0.000021450078,0.00031104602,0.0015587022,0.9859091,0.00065389654,0.009718481,0.00018973128],"about_ca_topic_score_codex":0.000032720505,"about_ca_topic_score_gemma":0.00016653599,"teacher_disagreement_score":0.026514694,"about_ca_system_score_codex":0.000036322293,"about_ca_system_score_gemma":0.000003453176,"threshold_uncertainty_score":0.32746887},"labels":[],"label_agreement":null},{"id":"W2158792308","doi":"10.1109/transducers.2011.5969602","title":"Analytic model for perturbation analysis in coupled resonator system for electronic nose applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; CMC Microsystems","keywords":"Resonator; Eigenvalues and eigenvectors; Microfabrication; Perturbation (astronomy); Signal processing; Acoustics; Cantilever; SIGNAL (programming language); Normal mode; Electronic nose; Perturbation theory (quantum mechanics); Electronic engineering; Physics; Computer science; Engineering; Optoelectronics; Vibration; Artificial intelligence; Aerospace engineering; Digital signal processing; Quantum mechanics","score_opus":0.019613981798416027,"score_gpt":0.23508063515031427,"score_spread":0.21546665335189824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158792308","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048118226,0.00020265547,0.95012903,0.000010281199,0.000009251358,0.00068884186,0.000012116498,0.00049135566,0.00033825266],"genre_scores_gemma":[0.9709221,0.000042610653,0.026862688,0.0000049544906,0.000008294243,0.0017316007,0.000020939351,0.000017321432,0.00038948658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994242,7.243413e-7,0.00017304988,0.00014918939,0.00003804157,0.00021475319],"domain_scores_gemma":[0.99967366,0.000040471656,0.000023805138,0.00020068,0.000042572785,0.000018791068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007713837,0.00008628504,0.00016943256,0.0002474951,0.000032415646,0.0000053799995,0.00009882095,0.00007538362,0.0000028713596],"category_scores_gemma":[0.000012956812,0.00007948574,0.00008527869,0.0004244615,0.000008885149,0.0000701619,0.0000069404095,0.000049991573,0.0000014277433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058604448,0.000074637384,0.00013527235,0.00038425045,0.0004866926,2.6320836e-7,0.00033410153,0.6225499,0.034327112,0.33751935,0.0001326748,0.003997139],"study_design_scores_gemma":[0.00023003017,0.000017888797,0.00005003802,0.0000036108747,0.00011654205,1.4224007e-7,0.00014639027,0.9855715,0.006607041,0.0069200764,0.00023691847,0.00009980197],"about_ca_topic_score_codex":0.000009291861,"about_ca_topic_score_gemma":0.00031411048,"teacher_disagreement_score":0.92326635,"about_ca_system_score_codex":0.0001755603,"about_ca_system_score_gemma":0.000013297362,"threshold_uncertainty_score":0.32413346},"labels":[],"label_agreement":null},{"id":"W2159086395","doi":"10.1109/esime.2005.1502824","title":"Design of a high-Q CMOS-compatible MEMS tunable capacitor for RF applications","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Iran Telecommunication Research Center; University of Waterloo","keywords":"Varicap; CMOS; Capacitor; Q factor; Materials science; Surface micromachining; Microelectromechanical systems; Optoelectronics; Equivalent series resistance; Cantilever; Electrical engineering; Capacitance; Voltage; Electronic engineering; Engineering; Electrode; Fabrication; Resonator; Physics","score_opus":0.0189669229073155,"score_gpt":0.23268666382726616,"score_spread":0.21371974091995066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159086395","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017796107,0.00022097076,0.9795507,0.00007131666,0.00004617956,0.00049907377,0.000009726483,0.00068175653,0.001124155],"genre_scores_gemma":[0.61908454,0.00007560009,0.37963092,0.000011340708,0.0000634454,0.00050686,0.000003294594,0.000019553981,0.000604455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955136,5.5849154e-7,0.00014499806,0.00009489832,0.000047359714,0.00016083899],"domain_scores_gemma":[0.99965805,0.00005949713,0.00002121837,0.00020586434,0.000033635963,0.000021733866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040802126,0.000083187384,0.00013484724,0.000056831712,0.000034060777,0.000005341605,0.000115750256,0.00006133848,0.00003114306],"category_scores_gemma":[0.000008469267,0.00007493921,0.000025754249,0.00011834881,0.000027550679,0.000097537515,0.000010693575,0.0000480372,0.000015993342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048214165,0.000032306398,0.0000021220953,0.000058709942,0.000023026836,6.583625e-8,0.000037539907,0.12512052,0.8270646,0.010068302,0.005565447,0.03202258],"study_design_scores_gemma":[0.0002273597,0.00003417807,0.000008800651,0.000006500889,0.000007289351,7.025639e-7,0.000065431836,0.012087375,0.9237919,0.0058678915,0.057790384,0.00011222096],"about_ca_topic_score_codex":0.00001761562,"about_ca_topic_score_gemma":0.000012059782,"teacher_disagreement_score":0.60128844,"about_ca_system_score_codex":0.000031074942,"about_ca_system_score_gemma":0.000006541984,"threshold_uncertainty_score":0.30559325},"labels":[],"label_agreement":null},{"id":"W2159237362","doi":"10.1109/tdei.2012.6259990","title":"Dielectric layers for RF-MEMS switches: Design and study of appropriate structures preventing electrostatic charging","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Dielectric; Microelectromechanical systems; Materials science; Layer (electronics); Reliability (semiconductor); Optoelectronics; Characterization (materials science); Electrical conductor; Plasma; Electronic engineering; Nanotechnology; Engineering; Composite material; Physics","score_opus":0.023862829336622694,"score_gpt":0.2549553666676568,"score_spread":0.23109253733103408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159237362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53338265,0.0007460098,0.46511966,0.0000068039453,0.00005701607,0.00055650674,0.0000013500697,0.00012433327,0.0000056776385],"genre_scores_gemma":[0.9964231,0.0010241321,0.002304244,0.000011786343,0.000030398922,0.00015391021,0.0000015813747,0.000040826457,0.000010024767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877137,0.0000111460795,0.00033625137,0.0002276474,0.00015750165,0.0004961011],"domain_scores_gemma":[0.99933165,0.00032522343,0.00008758172,0.00012516086,0.000052099425,0.000078301564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022704033,0.00022800978,0.00029011295,0.00043450954,0.00020975126,0.000029022358,0.00006685929,0.00014270507,0.0000010729523],"category_scores_gemma":[0.00003621608,0.00021378319,0.000045094457,0.0008550602,0.000021476093,0.00022229337,0.0000013147314,0.00031211795,2.1356708e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019547557,0.00043963373,0.00016548483,0.00013137946,0.00019333174,4.12735e-7,0.00090713677,0.0530315,0.66465825,0.00024531243,0.000010981272,0.28002107],"study_design_scores_gemma":[0.002112696,0.0024996856,0.0031473069,0.00002518067,0.00023036006,0.000012527365,0.00017018139,0.28022718,0.7060153,0.0049333274,0.00006525305,0.0005610168],"about_ca_topic_score_codex":0.0000117819045,"about_ca_topic_score_gemma":0.0000026308467,"teacher_disagreement_score":0.46304044,"about_ca_system_score_codex":0.00007601097,"about_ca_system_score_gemma":0.000010169541,"threshold_uncertainty_score":0.87178254},"labels":[],"label_agreement":null},{"id":"W2160156004","doi":"10.1109/aps.2003.1219316","title":"High-Q microstrip-fed bulk micromachined silicon cavities","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Surface micromachining; Resonator; Fabrication; Materials science; Wafer; Microstrip; Q factor; Silicon; Optoelectronics; Waveguide; Bulk micromachining; Electronic engineering; Engineering","score_opus":0.004910378942952841,"score_gpt":0.19533836553053616,"score_spread":0.1904279865875833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160156004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930445,0.0005005797,0.001824417,0.00021752321,0.000284524,0.00009904207,0.000012418308,0.0022768793,0.0017401049],"genre_scores_gemma":[0.98486555,0.00017729362,0.014014431,0.00009488646,0.000042734035,0.0000141206065,0.0000094593815,0.00003179322,0.0007497207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994118,8.234508e-7,0.00014222307,0.00013509404,0.00005707194,0.00025296127],"domain_scores_gemma":[0.9997022,0.000013796826,0.0000132638415,0.00021811102,0.00001792065,0.000034689296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016873244,0.00015712157,0.00015773239,0.00007091242,0.000051360363,0.00002176307,0.00013510154,0.000106866115,0.00004542708],"category_scores_gemma":[0.000016325985,0.00013872593,0.000041875985,0.000108618835,0.000055625507,0.000108616805,0.00003457877,0.00014911119,0.000074175776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038275853,0.000010011292,0.0000061198048,0.000015276395,0.000013477931,0.000008526462,0.00004156411,0.004375726,0.99038845,0.002611446,0.0005412479,0.0019842966],"study_design_scores_gemma":[0.00051316404,0.00004119904,0.00033602217,0.000014086747,0.0000045076117,0.000011443552,0.00010466563,0.000014418355,0.9881223,0.0056944466,0.004941804,0.00020198377],"about_ca_topic_score_codex":0.00019994391,"about_ca_topic_score_gemma":0.00010361471,"teacher_disagreement_score":0.012190014,"about_ca_system_score_codex":0.000075927266,"about_ca_system_score_gemma":0.000008192208,"threshold_uncertainty_score":0.5657079},"labels":[],"label_agreement":null},{"id":"W2160880284","doi":"10.1109/mwscas.2007.4488665","title":"Nonlinear closed-loop control of an electrostatic torsional micro-mirror by means of differential actuation","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Nonlinear system; Torque; Feedback linearization; Linearization; Voltage; Deflection (physics); Physics; Computer science; Control (management); Classical mechanics","score_opus":0.008044583209920563,"score_gpt":0.23420151240028067,"score_spread":0.2261569291903601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160880284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96566546,0.000071826806,0.03355794,0.000026451176,0.00006525722,0.00018321228,0.000038240854,0.00017854672,0.00021307018],"genre_scores_gemma":[0.99204326,0.000054198783,0.0077843107,0.000009249981,0.000019817988,0.000008733056,0.000022102544,0.000020613556,0.000037687612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990742,8.8765137e-7,0.00032423838,0.0001606856,0.0001781479,0.0002618014],"domain_scores_gemma":[0.9994775,0.00003508993,0.00011628058,0.0000790976,0.00023702296,0.00005499018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104090155,0.00015668372,0.00026048927,0.00010710009,0.000028363198,0.000012378504,0.00018820625,0.00012909425,0.000042800177],"category_scores_gemma":[0.000065612025,0.00014743513,0.00004163642,0.00013759865,0.00009965875,0.00022216834,0.000017672564,0.00016277652,0.0000017040753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053060747,0.000056752066,0.00022322625,0.00008846403,0.00002002915,2.7545306e-7,0.0002460924,0.00000162739,0.9896105,0.00049949053,0.000050385108,0.009150104],"study_design_scores_gemma":[0.00061501417,0.00023769216,0.0013396745,0.000050592116,0.000022865353,0.0000021575263,0.0003695279,0.004586155,0.9915537,0.0008305719,0.00024086583,0.00015116729],"about_ca_topic_score_codex":0.000010189855,"about_ca_topic_score_gemma":0.000009273969,"teacher_disagreement_score":0.02637783,"about_ca_system_score_codex":0.000032176715,"about_ca_system_score_gemma":0.000021248183,"threshold_uncertainty_score":0.601223},"labels":[],"label_agreement":null},{"id":"W2161188686","doi":"10.1088/0960-1317/14/12/020","title":"Post-packaging frequency tuning of microresonators by pulsed laser deposition","year":2004,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Laser; Pulsed laser deposition; Optoelectronics; Resonator; Fluence; Deposition (geology); Silicon nitride; Sapphire; Silicon; Optics; Thin film; Nanotechnology","score_opus":0.0023216669713509814,"score_gpt":0.16878762073095793,"score_spread":0.16646595375960696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161188686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92476255,0.008363055,0.0664026,0.0000522137,0.00024598834,0.000060951224,0.00002328247,0.000077674056,0.000011712085],"genre_scores_gemma":[0.9716858,0.0024082253,0.025802892,0.000018191315,0.000029589068,0.0000012048162,0.0000036633066,0.000045852732,0.000004546172],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991082,0.0000024040219,0.00043641948,0.00010269801,0.00009947504,0.00025082935],"domain_scores_gemma":[0.9995572,0.000017624108,0.00013738776,0.000109010754,0.00010467891,0.00007408442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011661397,0.00019044407,0.00030173484,0.00026867512,0.000038510785,0.000021631255,0.00014914297,0.00011014471,0.0000029312957],"category_scores_gemma":[0.000022252068,0.00018848242,0.00008826642,0.00016290248,0.000020926089,0.00022831788,0.000034867182,0.00031554364,5.7506463e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055609125,0.000015519663,0.000005834233,0.0001009326,0.00004995581,0.000023775598,0.00011686295,0.0026237832,0.993454,0.000110924906,0.000038131744,0.0034547609],"study_design_scores_gemma":[0.000641698,0.00011709884,0.00002082914,0.00032692446,0.00002845749,0.00035807834,0.00020966482,0.00031879317,0.99683267,0.0006792318,0.0002818133,0.00018474403],"about_ca_topic_score_codex":0.000008262857,"about_ca_topic_score_gemma":0.000002551257,"teacher_disagreement_score":0.046923313,"about_ca_system_score_codex":0.000097847085,"about_ca_system_score_gemma":0.000016709215,"threshold_uncertainty_score":0.768609},"labels":[],"label_agreement":null},{"id":"W2161652196","doi":"10.1109/led.2007.891259","title":"CMOS-Compatible Micromachined Toroid and Solenoid Inductors With High $Q$-Factors","year":2007,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Asylum, Migration and Integration Fund","keywords":"Inductor; Solenoid; Q factor; CMOS; Surface micromachining; Materials science; Toroid; Fabrication; Plating (geology); Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Physics","score_opus":0.0048685810532818315,"score_gpt":0.20041227152088353,"score_spread":0.1955436904676017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161652196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961596,0.00039953817,0.0017218845,0.00030408052,0.00028774395,0.00016024537,0.000002600938,0.00087484566,0.00008944204],"genre_scores_gemma":[0.99637157,0.00005904959,0.0029407036,0.00043283135,0.00009427181,0.0000071470154,0.0000068148097,0.00006331252,0.000024312487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877703,0.000004311989,0.0001886915,0.0002682402,0.0001400376,0.000621671],"domain_scores_gemma":[0.9995575,0.00006167171,0.00004577744,0.00024136672,0.000015680724,0.000078024445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085562824,0.00028921943,0.0002434576,0.00015975944,0.00008807491,0.000030061445,0.0001619594,0.00010992875,0.00000546283],"category_scores_gemma":[0.000006253903,0.00024192073,0.000028038352,0.00026463685,0.00007736937,0.0002186813,0.000014848687,0.00040936333,0.000005775707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017370248,0.00000945254,0.001565281,0.000027857646,0.000044207485,0.000015258958,0.0001215363,0.00044392372,0.99594927,0.00003577778,0.000769994,0.0010000492],"study_design_scores_gemma":[0.00037181546,0.00012489205,0.011655432,0.000023581713,0.000018863951,0.000017523227,0.000076109165,0.000017705772,0.9842393,0.000052270458,0.0030389158,0.00036359925],"about_ca_topic_score_codex":0.00011161107,"about_ca_topic_score_gemma":0.00034860257,"teacher_disagreement_score":0.01171,"about_ca_system_score_codex":0.00012845348,"about_ca_system_score_gemma":0.0000081185635,"threshold_uncertainty_score":0.9865241},"labels":[],"label_agreement":null},{"id":"W2161933500","doi":"10.1109/ccece.2002.1015270","title":"A surface micromachined bistable switch","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multivibrator; Bistability; Microelectromechanical systems; Power (physics); Microsystem; Computer science; Crossover switch; State (computer science); Rollback; Electronic engineering; Optical switch; Engineering; Electrical engineering; Materials science; Optoelectronics; Voltage; Physics","score_opus":0.007046510863617583,"score_gpt":0.2023776746125883,"score_spread":0.19533116374897072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161933500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8866855,0.0005738162,0.012095482,0.00002364774,0.000130928,0.000057498688,0.0000011774417,0.0015806563,0.09885129],"genre_scores_gemma":[0.95343554,0.00010933267,0.042778797,0.000017504457,0.0000038611197,0.000002770895,5.997699e-7,0.00001803729,0.003633527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966,0.0000010050344,0.00006694012,0.000075240685,0.00003324762,0.00016354663],"domain_scores_gemma":[0.99980664,0.0000119939705,0.0000048070415,0.00014807688,0.000007268935,0.000021194966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030476938,0.00007529819,0.000075464224,0.000019386322,0.000025017878,0.0000089882515,0.000056543387,0.000045555596,0.000122017394],"category_scores_gemma":[0.000016050737,0.000064026004,0.00001778587,0.000116493946,0.000011273858,0.000057510308,0.0000077609775,0.000075149735,0.000063184256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.431033e-7,0.0000067689857,0.000096059106,0.000010279467,0.000008100605,0.0000031291265,0.000013496664,0.0032818327,0.98607767,0.0065695504,0.0030931656,0.0008393328],"study_design_scores_gemma":[0.00014836395,0.000009396447,0.000064035674,0.0000033711103,0.0000018340314,0.000005932532,0.00006116312,0.00036164056,0.840936,0.0025245098,0.15575415,0.00012961056],"about_ca_topic_score_codex":0.000009230093,"about_ca_topic_score_gemma":0.000014953622,"teacher_disagreement_score":0.15266098,"about_ca_system_score_codex":0.00001767436,"about_ca_system_score_gemma":0.000003521259,"threshold_uncertainty_score":0.2610905},"labels":[],"label_agreement":null},{"id":"W2162163419","doi":"10.1109/ofc.2007.4348953","title":"Addressing Manufacturability and Reliability of MEMS-based WSS","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"JDSU (Canada)","funders":"","keywords":"Design for manufacturability; Reliability engineering; Reliability (semiconductor); Microelectromechanical systems; Computer science; Key (lock); Systems engineering; Engineering; Mechanical engineering; Materials science; Nanotechnology","score_opus":0.02437291509488461,"score_gpt":0.27789698308929944,"score_spread":0.25352406799441485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162163419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695507,0.00011557028,0.026986303,0.00003148787,0.00005393103,0.00007838476,0.0000020680443,0.00046404757,0.0027174966],"genre_scores_gemma":[0.9785271,0.000015322994,0.021416023,0.000009467291,0.0000061156215,0.0000016571678,6.974386e-7,0.000007630999,0.00001596171],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995125,0.0000013107635,0.00016867567,0.000110133355,0.00006327667,0.00014411625],"domain_scores_gemma":[0.9995825,0.00011806648,0.000017620838,0.00023131094,0.000021721296,0.00002876248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022163182,0.00007939978,0.0001260909,0.000040660405,0.000021763666,0.000003968289,0.000056421803,0.00007700832,0.00002466339],"category_scores_gemma":[0.00007691983,0.00006411734,0.000023052062,0.000066796034,0.00011428121,0.00006918613,0.000019854675,0.00009976589,7.370814e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005678574,0.00006995273,0.009900332,0.0007276621,0.000014138316,0.000006021865,0.00010924137,0.00918652,0.768115,0.0003751315,0.00021012605,0.21122913],"study_design_scores_gemma":[0.0001331857,0.000018167932,0.0477573,0.0000145683625,0.000002858554,6.4729517e-7,0.00007231147,0.0005260705,0.94865876,0.0019159771,0.00081508246,0.00008509315],"about_ca_topic_score_codex":0.000018935376,"about_ca_topic_score_gemma":0.000025986252,"teacher_disagreement_score":0.21114403,"about_ca_system_score_codex":0.000025573816,"about_ca_system_score_gemma":0.0000034742225,"threshold_uncertainty_score":0.26146293},"labels":[],"label_agreement":null},{"id":"W2162249554","doi":"10.1109/memsys.2011.5734502","title":"Piezoresistivity characterization of silicon nanowires using a MEMS device","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hitachi (Canada); University of Toronto","funders":"","keywords":"Microelectromechanical systems; Nanowire; Materials science; Characterization (materials science); Capacitive sensing; Actuator; Substrate (aquarium); Scanning electron microscope; Optoelectronics; Silicon; Nanotechnology; Electrical engineering; Composite material","score_opus":0.037933775468997094,"score_gpt":0.22955058195950603,"score_spread":0.19161680649050894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162249554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853148,0.000036619997,0.01183041,0.0000020891632,0.0000806513,0.000059470847,0.0000032765797,0.00039507795,0.0022776225],"genre_scores_gemma":[0.9959883,0.00005011855,0.0038929249,0.0000050441286,0.000009525084,0.000003454804,0.0000017263066,0.000011950575,0.000036957554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996763,0.0000012328453,0.00011194296,0.000070203874,0.000041926192,0.000098423174],"domain_scores_gemma":[0.99980545,0.000007908708,0.000026072328,0.00012566747,0.000020679901,0.000014213197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027374435,0.000069841044,0.000103037324,0.000051664832,0.00001728871,0.0000023638283,0.00006241443,0.00005536474,0.000043816493],"category_scores_gemma":[0.0000136449835,0.00006246413,0.000019707357,0.00010469657,0.000028032136,0.00013762669,0.000020506792,0.000039938746,0.0000029299886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026386601,0.000009200332,0.0003323795,0.000031011088,0.0000071240115,6.476842e-7,0.000059458354,0.000023403585,0.99096376,0.00034279152,0.0000021371332,0.008225446],"study_design_scores_gemma":[0.00005134298,0.000011646488,0.020888694,0.000018586548,0.0000052751748,0.0000010489755,0.000027576047,0.0013726752,0.9771054,0.00020565176,0.00023470326,0.00007739784],"about_ca_topic_score_codex":0.000043177675,"about_ca_topic_score_gemma":0.000020752828,"teacher_disagreement_score":0.020556314,"about_ca_system_score_codex":0.000013411829,"about_ca_system_score_gemma":0.0000037998145,"threshold_uncertainty_score":0.25472134},"labels":[],"label_agreement":null},{"id":"W2162656810","doi":"10.1109/mwsym.2012.6259698","title":"MEMS multiport switches and switch matrices for satellite applications","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Interconnectivity; Microelectromechanical systems; Payload (computing); Redundancy (engineering); Communications satellite; Satellite; Computer science; Space technology; Electronic engineering; Electrical engineering; Engineering; Aerospace engineering; Computer network; Materials science; Nanotechnology","score_opus":0.013661033875308402,"score_gpt":0.24261033370637536,"score_spread":0.22894929983106696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162656810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5898613,0.028424373,0.36425743,0.00018712056,0.00024231337,0.0015853978,0.000017291639,0.0036275396,0.011797272],"genre_scores_gemma":[0.94341105,0.0025599492,0.05317044,0.000016975086,0.00008059872,0.0004182041,0.0000038941544,0.00002015958,0.00031872044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996192,1.870778e-7,0.000091189955,0.000074421325,0.000030960684,0.00018402838],"domain_scores_gemma":[0.999764,0.000041102114,0.000012360627,0.00011942272,0.000011622814,0.000051440897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046292156,0.00007864892,0.00008188542,0.000039883176,0.00003979698,0.000009158888,0.000051222458,0.000058428486,0.0000067748483],"category_scores_gemma":[0.0000087627295,0.00006491265,0.000017911743,0.000069733156,0.00001787417,0.00014893252,0.000016660642,0.000042220912,0.000009662758],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004082928,0.00003770786,0.0054174997,0.00023854917,0.00004584238,1.2976892e-7,0.00017512076,0.00008797146,0.41954494,0.009061824,0.0008143265,0.564572],"study_design_scores_gemma":[0.00019437936,0.000013021993,0.004842669,0.000006434638,0.000017277873,0.0000054369593,0.00039092338,0.00021992977,0.32884854,0.0027637654,0.6624593,0.00023830234],"about_ca_topic_score_codex":0.0000037433078,"about_ca_topic_score_gemma":0.0000067690694,"teacher_disagreement_score":0.661645,"about_ca_system_score_codex":0.000011010263,"about_ca_system_score_gemma":0.0000017980701,"threshold_uncertainty_score":0.2647061},"labels":[],"label_agreement":null},{"id":"W2163073984","doi":"10.1109/ccece.2003.1226404","title":"An optical MEMS sensor system","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"CMC Microsystems","keywords":"Microelectromechanical systems; Optical fiber; Materials science; Optoelectronics; Fiber optic sensor; Optics; Optical time-domain reflectometer; Optical power; Fabrication; Interference (communication); Fiber optic splitter; Physics; Laser; Electrical engineering; Engineering","score_opus":0.007435709900850934,"score_gpt":0.21634596259093838,"score_spread":0.20891025269008745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163073984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8943702,0.00006286603,0.07586822,0.000044949702,0.00017068756,0.000065403416,0.0000010491066,0.004814994,0.024601657],"genre_scores_gemma":[0.95904356,0.000012986505,0.04082635,0.000007455911,0.000035052264,0.000005964938,6.6041287e-7,0.000014205212,0.000053735617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996671,2.9635794e-7,0.00006999947,0.00007729961,0.0000472815,0.00013804293],"domain_scores_gemma":[0.9997732,0.000004975736,0.000003357385,0.00017289673,0.0000075761964,0.00003801673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001800176,0.00006583709,0.00007508386,0.000026824804,0.000019054274,0.000009918409,0.00006877255,0.000063308566,0.0000068612826],"category_scores_gemma":[0.0000040312852,0.000053320557,0.000015815744,0.00005503144,0.000018064342,0.00008110839,0.000008069923,0.000070215385,0.00007379245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016179298,0.000014789977,0.0000056719746,0.000047374644,0.000011093302,0.000039107123,0.000031960582,0.057053775,0.83896106,0.09657706,0.00005854396,0.0071979444],"study_design_scores_gemma":[0.00025336453,0.000053706535,0.0001396364,0.000022890703,0.000004191781,0.000040393334,0.00091697305,0.0012373789,0.9940503,0.0009240956,0.0021766352,0.00018042997],"about_ca_topic_score_codex":0.0000055041673,"about_ca_topic_score_gemma":0.000006559477,"teacher_disagreement_score":0.15508924,"about_ca_system_score_codex":0.000052065163,"about_ca_system_score_gemma":0.000002485752,"threshold_uncertainty_score":0.21743491},"labels":[],"label_agreement":null},{"id":"W2163466976","doi":"10.1109/icsens.2008.4716728","title":"Three-axis thermal accelerometer based on buckled cantilever microstructure","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Cantilever; Materials science; Sensitivity (control systems); Thermocouple; Surface micromachining; Thermal; Fabrication; Microstructure; Thermal conductivity; Microelectromechanical systems; Polyimide; Acoustics; Composite material; Mechanical engineering; Optoelectronics; Electronic engineering; Computer science; Engineering; Physics","score_opus":0.014254855483973749,"score_gpt":0.20001289869354294,"score_spread":0.18575804320956918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163466976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573756,0.000063469735,0.0070258062,0.000063163854,0.00019357857,0.000108739245,0.00000869213,0.0011206095,0.0056783976],"genre_scores_gemma":[0.98665017,0.000027002578,0.012823622,0.00018007487,0.000038266622,0.000011687023,0.0000036429503,0.000033558907,0.00023195369],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994082,9.716126e-7,0.00010261175,0.00015006622,0.000095449395,0.00024272368],"domain_scores_gemma":[0.9996239,0.000023601178,0.00001149981,0.00029320523,0.000014485213,0.00003331272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000014337732,0.00016257535,0.00013966237,0.00008302333,0.000062576546,0.000008154898,0.00014811459,0.00012927977,0.0004974811],"category_scores_gemma":[0.000008905135,0.0001223147,0.0000533812,0.00012823442,0.000053208965,0.00007285049,0.000020890375,0.00019411986,0.000052597614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023398728,0.000019351022,0.0010171316,0.000022098598,0.000028429778,0.000056409175,0.000041211406,0.013666996,0.95843446,0.00008677589,0.008276208,0.018327504],"study_design_scores_gemma":[0.0007843593,0.0000947021,0.06432944,0.000020663398,0.0000069492144,0.000018840105,0.000016528194,0.010845924,0.9079398,0.00032443815,0.015125768,0.000492625],"about_ca_topic_score_codex":0.0000212258,"about_ca_topic_score_gemma":0.00004133816,"teacher_disagreement_score":0.06331231,"about_ca_system_score_codex":0.000029497507,"about_ca_system_score_gemma":0.000007619023,"threshold_uncertainty_score":0.5447069},"labels":[],"label_agreement":null},{"id":"W2164255381","doi":"10.1007/s00542-012-1621-y","title":"Equivalent area nonlinear static and dynamic analysis of electrostatically actuated microstructures","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microsystem; Nonlinear system; Microelectromechanical systems; Voltage; Cantilever; Mechanics; Phase portrait; Materials science; Spring (device); Instability; Electrostatics; Control theory (sociology); Physics; Mechanical engineering; Nanotechnology; Electrical engineering; Engineering; Bifurcation; Computer science; Composite material","score_opus":0.006147362601531515,"score_gpt":0.22868634054720766,"score_spread":0.22253897794567615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164255381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844919,0.0064566205,0.006063028,0.00005759514,0.00008096785,0.00023428781,0.00015850902,0.0024265295,0.000030560037],"genre_scores_gemma":[0.9815633,0.0011373223,0.017181303,0.000005647542,0.0000030690471,0.00002781504,0.000030268817,0.000032347896,0.000018924116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998653,0.000005664296,0.00043594578,0.0002212005,0.00013615712,0.0005480321],"domain_scores_gemma":[0.9992031,0.0001140606,0.000110309375,0.00047876855,0.0000583712,0.00003541373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012907431,0.00027821783,0.0005950423,0.00064224016,0.00005697367,0.000025761341,0.00028381107,0.00029479648,0.000007190464],"category_scores_gemma":[0.00011855447,0.0002314659,0.00009550754,0.0009798963,0.00025818148,0.00014576843,0.0001483769,0.0002626051,0.0000028140578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072459425,0.000018625122,0.0016742547,0.0002384989,0.0005247167,0.0000021023095,0.00013976406,0.00027592698,0.990088,0.00018039552,0.000034086243,0.0068164067],"study_design_scores_gemma":[0.000232406,0.000078430036,0.0048336727,0.00008085972,0.00043479344,0.00002147848,0.0016584253,0.003719125,0.98726505,0.0006771062,0.0006322204,0.00036645262],"about_ca_topic_score_codex":0.0000074902123,"about_ca_topic_score_gemma":0.0000471206,"teacher_disagreement_score":0.011118276,"about_ca_system_score_codex":0.0000951938,"about_ca_system_score_gemma":0.000008841584,"threshold_uncertainty_score":0.9438906},"labels":[],"label_agreement":null},{"id":"W2164477080","doi":"10.1109/jmems.2008.916316","title":"Theory of Thermoelastic Damping in Micromechanical Resonators With Two-Dimensional Heat Conduction","year":2008,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Thermoelastic damping; Thermal conduction; Microbeam; Resonator; Boundary value problem; Beam (structure); Materials science; Microelectromechanical systems; Timoshenko beam theory; Heat equation; Mechanics; Physics; Thermal; Thermodynamics; Composite material; Optics; Optoelectronics; Quantum mechanics","score_opus":0.013031765747466976,"score_gpt":0.20978580956819493,"score_spread":0.19675404382072795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164477080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98537654,0.0027139043,0.011272384,0.00002346609,0.00036100252,0.00015536345,0.0000027351387,0.00006721604,0.000027375101],"genre_scores_gemma":[0.9979624,0.00019489943,0.0016883189,0.000008437731,0.000084758525,0.000005322587,8.1751034e-7,0.000038937083,0.000016092345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983616,0.000056349487,0.0007855837,0.00015726776,0.00029758827,0.0003416189],"domain_scores_gemma":[0.99922585,0.00020792635,0.00018894438,0.00017242963,0.00012533633,0.000079485544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051408564,0.00020510974,0.00060774415,0.00031016936,0.00004397373,0.000007518403,0.00022504233,0.00016260127,0.000011532664],"category_scores_gemma":[0.00006873176,0.00015203717,0.00010719569,0.0003881873,0.00007707689,0.00016075314,0.000029064247,0.00063506566,0.0000023464058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019499409,0.000060281647,0.000018490262,0.00004735144,0.00007878858,0.0001097111,0.000046856472,0.008105482,0.98919505,0.0017317688,0.00005174934,0.00035946176],"study_design_scores_gemma":[0.0028725534,0.0018691539,0.00019312449,0.0009076973,0.000052837047,0.0091097,0.00032710997,0.002178579,0.97735083,0.004393742,0.00031901238,0.000425687],"about_ca_topic_score_codex":0.000012057457,"about_ca_topic_score_gemma":0.0000066729594,"teacher_disagreement_score":0.012585863,"about_ca_system_score_codex":0.00021278085,"about_ca_system_score_gemma":0.00006448553,"threshold_uncertainty_score":0.61998963},"labels":[],"label_agreement":null},{"id":"W2164989336","doi":"10.1109/tencon.1995.496418","title":"Negative-resistance characteristics of the micromachined thermistor sensor in CMOS-VLSI technology","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermistor; Resistor; Materials science; CMOS; Isothermal process; Very-large-scale integration; Optoelectronics; Grain boundary; Electrical engineering; Electronic engineering; Surface micromachining; Engineering; Composite material; Fabrication; Voltage; Physics; Microstructure","score_opus":0.00646315729442332,"score_gpt":0.1821180248633951,"score_spread":0.17565486756897178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164989336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910091,0.0004044715,0.00024107107,0.00046503588,0.00011737852,0.00013811133,0.000011434493,0.00042153292,0.0071918643],"genre_scores_gemma":[0.99287003,0.00016904788,0.004358025,0.000019869776,0.000009482678,0.000013138215,2.4724818e-7,0.00001849999,0.002541683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946547,0.0000034398097,0.00019802839,0.00010736668,0.000055396475,0.00017028682],"domain_scores_gemma":[0.99957657,0.00003483162,0.000042722553,0.00031677162,0.000018575704,0.0000105158215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024124516,0.00011438583,0.00017920499,0.00008726355,0.000025500423,0.0000031806314,0.00022947864,0.00011673664,0.00006136682],"category_scores_gemma":[0.000084157204,0.00007998784,0.000032992546,0.00034702697,0.00013368222,0.000038007696,0.00004274546,0.00020358537,0.000009455321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004413202,0.00003382619,0.0012188136,0.000047602847,0.000013959635,0.000006383506,0.00012915613,0.00005823033,0.98399097,0.0017625464,0.0004891652,0.0122449305],"study_design_scores_gemma":[0.00059835834,0.000027256545,0.022596883,0.0000989558,0.000007411046,0.00000719127,0.00028629327,0.0013412322,0.9480571,0.0032050232,0.023432469,0.00034180406],"about_ca_topic_score_codex":0.0000045243924,"about_ca_topic_score_gemma":0.00008390321,"teacher_disagreement_score":0.035933852,"about_ca_system_score_codex":0.000043540775,"about_ca_system_score_gemma":0.00000217347,"threshold_uncertainty_score":0.32618096},"labels":[],"label_agreement":null},{"id":"W2165406958","doi":"10.1109/ultsym.2015.0062","title":"Fabrication of polymer-based wafer-bonded capacitive micromachined ultrasonic transducers","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Materials science; Ultrasonic sensor; Wafer; Fabrication; Transducer; Capacitive sensing; Silicon nitride; Optoelectronics; Surface micromachining; Wafer bonding; SIGNAL (programming language); Acoustics; Silicon; Electrical engineering; Computer science; Engineering","score_opus":0.017753034623747097,"score_gpt":0.22781983584562893,"score_spread":0.21006680122188182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165406958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94446784,0.00048527558,0.047796402,0.00013185518,0.00012896757,0.00013765134,0.000017122318,0.0008340127,0.006000885],"genre_scores_gemma":[0.99392533,0.000022554903,0.0058213915,0.000019053028,0.000011686292,0.0000140747115,0.000010848651,0.00001971407,0.00015536201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948436,0.0000035909366,0.0001550316,0.00010951584,0.00009027205,0.00015723925],"domain_scores_gemma":[0.999662,0.000032640233,0.000025240302,0.00018200549,0.000048608974,0.000049528357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004528304,0.000114690214,0.0001500444,0.00009355727,0.000013928708,0.0000038522785,0.00010856248,0.00008054524,0.000024336037],"category_scores_gemma":[0.000033400414,0.00010220199,0.000045588327,0.00018919387,0.00006540797,0.000079734564,0.0000040237105,0.0000952154,0.000008638744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011019431,0.000018048333,0.000028415983,0.000016520939,0.000016857204,5.97805e-7,0.00017546366,0.0011169316,0.9934721,0.0005782097,0.00030608894,0.0042597484],"study_design_scores_gemma":[0.0005055509,0.000061410734,0.00024219615,0.000011071677,0.00000961273,0.0000011775769,0.00040272265,0.0012288082,0.9966349,0.0004427635,0.00033270352,0.00012708611],"about_ca_topic_score_codex":0.000063463725,"about_ca_topic_score_gemma":0.000022861532,"teacher_disagreement_score":0.049457487,"about_ca_system_score_codex":0.00006466755,"about_ca_system_score_gemma":0.00002541893,"threshold_uncertainty_score":0.41676766},"labels":[],"label_agreement":null},{"id":"W2165799721","doi":"","title":"A Low-Loss Ka-Band Distributed Metal-Air-Metal MEMS Phase Shifter","year":2013,"lang":"pl","type":"article","venue":"PRZEGLĄD ELEKTROTECHNICZNY","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phase shift module; Microelectromechanical systems; Materials science; Ka band; Metal; Phase (matter); Insertion loss; Wideband; Reflection coefficient; Optoelectronics; Electrical engineering; Electronic engineering; Physics; Engineering; Metallurgy","score_opus":0.008988131524698777,"score_gpt":0.2385420907598529,"score_spread":0.22955395923515412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165799721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91541785,0.0054909512,0.061378438,0.0030742523,0.0015535497,0.0039916183,0.0009813933,0.0067384373,0.0013735351],"genre_scores_gemma":[0.98899716,0.001666094,0.0050898856,0.00016982653,0.00039694775,0.0013504601,0.0002410492,0.0003257601,0.0017628227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9942814,0.0000332902,0.0013814598,0.0013426534,0.0007282175,0.0022329586],"domain_scores_gemma":[0.9967123,0.00015717908,0.00037194134,0.002036701,0.00024461077,0.00047726856],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00037338014,0.0014300871,0.0015246915,0.00055812765,0.00036916192,0.00022645365,0.0013533744,0.0013071778,0.0013321236],"category_scores_gemma":[0.000312388,0.0013804386,0.00068186846,0.0014135535,0.00058294414,0.0013818584,0.00046940817,0.002087868,0.0017023656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096865995,0.0007018271,0.000022783293,0.000494652,0.0006647633,0.00018633087,0.00015518881,0.0010003264,0.945913,0.0011723641,0.008285039,0.041306872],"study_design_scores_gemma":[0.0037515028,0.0007387514,0.00042983488,0.00040582204,0.0003454522,0.000121282814,0.00018990968,0.001984875,0.9063672,0.004725817,0.07890365,0.002035907],"about_ca_topic_score_codex":0.00019420664,"about_ca_topic_score_gemma":0.000032482072,"teacher_disagreement_score":0.073579326,"about_ca_system_score_codex":0.00045962134,"about_ca_system_score_gemma":0.00008368561,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W2167099329","doi":"10.1109/icmens.2004.1509027","title":"Analytical Modeling and Quantitative Analysis of Scratch Drive Actuator","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scratch; Actuator; Voltage; Computer science; State (computer science); Automotive engineering; Mechanical engineering; Electrical engineering; Engineering; Artificial intelligence; Algorithm","score_opus":0.014838544402776094,"score_gpt":0.2618139646383815,"score_spread":0.24697542023560543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167099329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83658934,0.00014493738,0.16118096,0.000020966678,0.000008112988,0.00002528757,0.0000043317223,0.00016186657,0.0018641904],"genre_scores_gemma":[0.9636211,0.000070842965,0.036239874,0.0000041550175,0.000003790739,0.0000020256446,0.0000029423618,0.00000633854,0.000048978545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961305,0.0000010661764,0.0001367784,0.00009254168,0.00005741095,0.00009915426],"domain_scores_gemma":[0.99981016,0.000037550406,0.000011900207,0.00009649562,0.000028308164,0.000015560525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028817933,0.00006987493,0.00019553734,0.00020020898,0.000014780362,0.0000057512134,0.000039014438,0.000048484588,0.0000144680735],"category_scores_gemma":[0.000015401816,0.00005823137,0.00004451519,0.00043568676,0.00004026498,0.000069083035,0.000016908336,0.00005384889,0.000001032658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069164676,0.000023483715,0.0011350422,0.000021659505,0.00067733874,0.0000033413075,0.00009522188,0.8368733,0.07628403,0.082569644,0.0001760034,0.0021340535],"study_design_scores_gemma":[0.0000614447,0.000013984238,0.00076865393,0.0000036597405,0.0001578642,1.05699236e-7,0.0003409858,0.98558134,0.008691532,0.0042833174,0.000020798343,0.000076327866],"about_ca_topic_score_codex":0.00007170636,"about_ca_topic_score_gemma":0.00013920256,"teacher_disagreement_score":0.14870806,"about_ca_system_score_codex":0.000011115509,"about_ca_system_score_gemma":0.0000022850259,"threshold_uncertainty_score":0.23746064},"labels":[],"label_agreement":null},{"id":"W2167586120","doi":"10.1109/iscas.2008.4541670","title":"Modeling and simulation of micro electromechanical (MEM) beam resonator-based oscillators","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resonator; Duffing equation; Beam (structure); Phase noise; Noise (video); Phase (matter); Acoustics; Electronic engineering; Materials science; Computer science; Physics; Engineering; Optoelectronics; Nonlinear system; Optics","score_opus":0.014871394693387815,"score_gpt":0.22494585761620772,"score_spread":0.2100744629228199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167586120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829959,0.0003005607,0.11617377,0.000009063203,0.000021375516,0.000051700095,0.0000010692281,0.0003569791,0.00008957195],"genre_scores_gemma":[0.98831356,0.00012949419,0.011509898,0.000009412229,0.000007906538,0.0000022496745,9.90964e-7,0.000014087458,0.000012386929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958646,9.922979e-7,0.00012898157,0.00009520078,0.00006596195,0.0001223796],"domain_scores_gemma":[0.9998108,0.000030371553,0.000009877195,0.00010561032,0.000020677871,0.000022648264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028520522,0.000076005905,0.00011295489,0.000069044196,0.00003233711,0.0000020523014,0.000041662865,0.00008321865,0.000005580755],"category_scores_gemma":[0.000022032267,0.0000704871,0.000021947411,0.000098947414,0.000024082938,0.000052950047,0.000012985709,0.00008025133,8.331773e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030742558,0.0000036740837,0.000023917624,0.00000905966,0.0000032472901,7.240188e-7,0.00000757209,0.65824836,0.34097806,0.000088620654,0.0000068516697,0.00062684884],"study_design_scores_gemma":[0.00012424201,0.000025584353,0.00002035651,0.0000057276156,0.0000018669947,0.0000015210705,0.000009830847,0.6424047,0.3567723,0.00043437144,0.00013562258,0.000063871514],"about_ca_topic_score_codex":0.0000053292406,"about_ca_topic_score_gemma":0.0000025586457,"teacher_disagreement_score":0.10531766,"about_ca_system_score_codex":0.00001970012,"about_ca_system_score_gemma":0.0000066393677,"threshold_uncertainty_score":0.28743804},"labels":[],"label_agreement":null},{"id":"W2167741290","doi":"","title":"High capacitance ratio RF MEMS dielectric-less switched capacitor","year":2013,"lang":"en","type":"article","venue":"European Microwave Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Université du Québec à Trois-Rivières","funders":"","keywords":"Capacitance; Capacitor; Materials science; Microelectromechanical systems; Switched capacitor; Wafer; Radio frequency; Q factor; Optoelectronics; Electrical engineering; Variable capacitor; Dielectric; Electronic circuit; Capacitance probe; Electronic engineering; Engineering; Voltage; Electrode","score_opus":0.01725002945588676,"score_gpt":0.19253508916394868,"score_spread":0.1752850597080619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167741290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90401083,0.00054175325,0.06851614,0.00014456567,0.0006278397,0.00031804538,0.000010673968,0.0012941005,0.024536058],"genre_scores_gemma":[0.99363285,0.00040077453,0.004531189,0.000079857586,0.00016779803,0.000032805285,0.000009799557,0.00007851776,0.0010663867],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872255,0.000014495665,0.00030970015,0.00033611522,0.00012590991,0.0004912543],"domain_scores_gemma":[0.99915326,0.00004877724,0.000066845416,0.00048768712,0.00014431123,0.0000991385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000900312,0.0003134215,0.00027306326,0.00009310638,0.00009500234,0.00012286397,0.0004506541,0.00008103308,0.00014107046],"category_scores_gemma":[0.000076681616,0.00029569853,0.000055191256,0.00022474604,0.00012526782,0.0003001274,0.000050877527,0.00040729,0.0010047733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018364588,0.000009870217,0.000009815255,0.000022883845,0.000019742942,0.000015899817,0.00019099424,0.0000550295,0.95727205,0.0016119312,0.0028126584,0.03797726],"study_design_scores_gemma":[0.0003285744,0.000052309297,0.0017458007,0.00006698,0.000009688606,0.000011231709,0.0003005469,0.00038972564,0.9887214,0.0019508735,0.0058951895,0.0005276977],"about_ca_topic_score_codex":0.00004052909,"about_ca_topic_score_gemma":0.000034013698,"teacher_disagreement_score":0.08962205,"about_ca_system_score_codex":0.00006747151,"about_ca_system_score_gemma":0.000017299186,"threshold_uncertainty_score":0.9999495},"labels":[],"label_agreement":null},{"id":"W2167827646","doi":"10.3390/s8042642","title":"High Sensitivity MEMS Strain Sensor: Design and Simulation","year":2008,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Syncrude","keywords":"Piezoresistive effect; Sensitivity (control systems); Microelectromechanical systems; Finite element method; Electronic engineering; SIGNAL (programming language); Microfabrication; Materials science; Chip; Computer science; Electrical engineering; Engineering; Optoelectronics","score_opus":0.022379945765260603,"score_gpt":0.22776478521992857,"score_spread":0.20538483945466796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167827646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96891713,0.000059634665,0.029794326,0.00003391904,0.00009795374,0.000118281314,0.00000882428,0.0008558184,0.00011412593],"genre_scores_gemma":[0.97671133,0.00019158734,0.022934984,0.000011360987,0.000043931006,0.0000018061788,0.0000024608894,0.000022750337,0.00007976089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950093,0.000009625484,0.00009902532,0.00013441042,0.00007709654,0.00017888618],"domain_scores_gemma":[0.99962395,0.00016854922,0.00001576903,0.00013737961,0.000017915396,0.00003643433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006993727,0.0001209678,0.00013468385,0.000057220353,0.000074128984,0.0000062807744,0.000020724841,0.00009570907,0.000003819903],"category_scores_gemma":[0.000054692988,0.000118848504,0.000019534042,0.00008684587,0.000083205676,0.00007180666,0.000011912698,0.00012104455,0.000012458963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037851914,0.0000032654266,0.000022760172,0.0000064814303,0.000008508168,0.000061401304,0.00008508592,0.84733826,0.14789534,0.000044028824,0.000037137925,0.0044939388],"study_design_scores_gemma":[0.0005609837,0.00007341938,0.009251449,0.000023360177,0.000015727652,0.00017998568,0.00027482962,0.6616312,0.32341653,0.0018462922,0.002164241,0.0005619402],"about_ca_topic_score_codex":0.000010717484,"about_ca_topic_score_gemma":0.0000050027297,"teacher_disagreement_score":0.18570705,"about_ca_system_score_codex":0.000024743156,"about_ca_system_score_gemma":0.0000033154724,"threshold_uncertainty_score":0.48465014},"labels":[],"label_agreement":null},{"id":"W2168168013","doi":"10.1109/ccece.2003.1226405","title":"Design, fabrication and characterization of CMOS-compatible optical microswitches","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University; CMC Microsystems","keywords":"CMOS; Fabrication; Etching (microfabrication); Materials science; Voltage; Characterization (materials science); Optoelectronics; Electronic engineering; Electrical engineering; Nanotechnology; Engineering; Layer (electronics)","score_opus":0.012936847402100642,"score_gpt":0.20850928941124616,"score_spread":0.19557244200914553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168168013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59715116,0.000026621556,0.4024598,0.000029258383,0.000016085818,0.000047482983,4.2154832e-7,0.00015514961,0.00011399951],"genre_scores_gemma":[0.94035804,0.00015135811,0.059446808,0.0000058774945,0.000006400994,0.0000057640154,0.000003242914,0.0000066730236,0.000015862946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997691,5.1427935e-7,0.00008399458,0.000055382447,0.00002839952,0.00006263471],"domain_scores_gemma":[0.99988264,0.000008457209,0.000012448541,0.0000674031,0.000017403447,0.000011676135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000019712734,0.000047305144,0.0000676998,0.000034340603,0.000012067307,0.000005261443,0.000030099067,0.00003885872,0.000003875056],"category_scores_gemma":[0.000007823854,0.000042195028,0.000006349095,0.00007135284,0.00002617885,0.000091589405,0.000009370237,0.00003107916,0.0000032553587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013464489,0.000006340645,0.000024657584,0.000013682957,0.0000028368468,1.3462348e-7,0.000038191884,0.00086960266,0.9899312,0.0010031214,0.0000028177476,0.008106069],"study_design_scores_gemma":[0.00011211139,0.00002117315,0.0070325932,0.000009961442,0.000002317212,0.0000013946884,0.000020143074,0.0004204874,0.99087477,0.0013763168,0.00007803864,0.00005068429],"about_ca_topic_score_codex":0.000002345328,"about_ca_topic_score_gemma":7.5347083e-7,"teacher_disagreement_score":0.34320685,"about_ca_system_score_codex":0.000014343397,"about_ca_system_score_gemma":0.0000031545505,"threshold_uncertainty_score":0.17206633},"labels":[],"label_agreement":null},{"id":"W2168312069","doi":"10.1109/sensor.2009.5285454","title":"Novel MEMS grippers capable of both grasping and active release of micro objects","year":2009,"lang":"en","type":"article","venue":"TRANSDUCERS 2009 - 2009 International Solid-State Sensors, Actuators and Microsystems Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Grippers; Microelectromechanical systems; Materials science; Adhesion; Substrate (aquarium); Nanotechnology; Mechanism (biology); Adhesive; Borosilicate glass; Mechanical engineering; Composite material; Engineering; Physics","score_opus":0.00980444955624458,"score_gpt":0.23105829630002145,"score_spread":0.22125384674377688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168312069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98991674,0.00095315615,0.007112102,0.00009097513,0.00027952084,0.00031889888,0.00038221225,0.00012944484,0.00081692875],"genre_scores_gemma":[0.9945114,0.003790677,0.0014079508,0.000034231005,0.000031169253,0.000005184431,0.000020980235,0.000028751063,0.00016961497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984929,0.0000094811485,0.0005636292,0.00035488312,0.00021541005,0.0003636787],"domain_scores_gemma":[0.99926096,0.00005499743,0.00019975916,0.00019595533,0.00017066597,0.00011763642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011053739,0.00034234312,0.0005354826,0.00025976013,0.00006632879,0.000041272437,0.00021554244,0.00016155842,0.000015637599],"category_scores_gemma":[0.000028428374,0.0003343231,0.00008778642,0.00015568743,0.00020626852,0.00029545903,0.000023612272,0.0002439374,0.0000013187458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006429472,0.000049334783,0.000029785837,0.00012743671,0.0001184441,0.0000066964462,0.001621987,0.001166613,0.9839692,0.00024950868,0.00013166781,0.01246503],"study_design_scores_gemma":[0.0012610604,0.00017701679,0.0017339385,0.0004801507,0.000042423475,0.0000711513,0.0014230408,0.0021202054,0.99054474,0.0005819451,0.0010996384,0.00046471853],"about_ca_topic_score_codex":0.0004067705,"about_ca_topic_score_gemma":0.000103536164,"teacher_disagreement_score":0.012000311,"about_ca_system_score_codex":0.000071293965,"about_ca_system_score_gemma":0.000050355568,"threshold_uncertainty_score":0.9999109},"labels":[],"label_agreement":null},{"id":"W2168429603","doi":"10.1109/icma.2005.1626526","title":"Design of a MEMS-based resonant force sensor for compliant, passive microgripping","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tuning fork; Microelectromechanical systems; Sensitivity (control systems); Capacitance; Materials science; Acoustics; Vibration; Parasitic capacitance; Optoelectronics; Electronic engineering; Electrical engineering; Engineering; Physics; Electrode","score_opus":0.021240105562775655,"score_gpt":0.23527941474527694,"score_spread":0.2140393091825013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168429603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033900104,0.00038720501,0.9641745,0.000071464645,0.000059105994,0.0004008588,0.000016061864,0.0006030907,0.00038760377],"genre_scores_gemma":[0.5043672,0.00003383447,0.49488747,0.00002982553,0.000033335386,0.000096418014,0.000009290986,0.00004168316,0.00050097273],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994176,0.000001671813,0.00019071328,0.000113943,0.000053085307,0.00022296896],"domain_scores_gemma":[0.9996006,0.00014167617,0.00003641315,0.00016261848,0.000044138946,0.000014557436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041670763,0.00011555831,0.00017727375,0.00007001541,0.000036579266,0.0000063461075,0.00009075419,0.0000732633,0.0000062227737],"category_scores_gemma":[0.000016982183,0.000098866556,0.000052579835,0.00009675808,0.000041644314,0.000038984308,0.000011169535,0.0000552259,0.0000020013158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015256962,0.000012171839,0.0000050833523,0.00005678261,0.000009986064,0.0000020496525,0.000005954413,0.054239832,0.9365161,0.000574079,0.0015920273,0.0069706514],"study_design_scores_gemma":[0.00045413498,0.0000600251,0.00006150535,0.000048292954,0.000008077827,0.0000018108723,0.00007003241,0.05265603,0.9395602,0.0013482318,0.0055864854,0.0001452052],"about_ca_topic_score_codex":0.000017563962,"about_ca_topic_score_gemma":0.000010456231,"teacher_disagreement_score":0.47046706,"about_ca_system_score_codex":0.000028869967,"about_ca_system_score_gemma":0.000008317989,"threshold_uncertainty_score":0.40316612},"labels":[],"label_agreement":null},{"id":"W2168552217","doi":"10.1109/icmens.2003.1221996","title":"MEMS 3D optical mirror/scanner","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Micralyne","funders":"","keywords":"Optics; Microelectromechanical systems; Comb drive; Fabrication; Materials science; Tilt (camera); Actuator; Radius of curvature; Plane mirror; Surface roughness; Stiction; Rotation (mathematics); Curvature; Optoelectronics; Physics; Electrical engineering; Engineering; Computer science","score_opus":0.008786771191994076,"score_gpt":0.21510168895447154,"score_spread":0.20631491776247746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168552217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.844594,0.0003019574,0.036686655,0.00045945522,0.00035167125,0.00009882111,0.0000014525797,0.0036661495,0.11383981],"genre_scores_gemma":[0.9098459,0.000085768006,0.08940927,0.000045299188,0.000019542806,0.000010586552,9.0435793e-7,0.0000192575,0.0005635099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961615,1.660131e-7,0.00007348603,0.00008093621,0.000054433174,0.0001748445],"domain_scores_gemma":[0.9998064,0.0000069736707,0.0000034181123,0.0001424193,0.000007575943,0.000033183027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015255769,0.00007720532,0.00007622414,0.000032140575,0.000018619723,0.0000074871346,0.000078260004,0.000070762355,0.00006646143],"category_scores_gemma":[0.000011569641,0.00006240073,0.000022518736,0.00007696092,0.00003230289,0.000071728624,0.000020595437,0.0001000375,0.00015280786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035754797,0.00003863825,0.00001678745,0.000028510038,0.00003370262,0.000049688355,0.00007364086,0.015321078,0.8815643,0.05679676,0.0013768976,0.044696376],"study_design_scores_gemma":[0.0004115035,0.000041617444,0.00046395205,0.000015407975,0.000005392111,0.000018979961,0.000110787456,0.00019599186,0.9313753,0.013358715,0.053736754,0.000265545],"about_ca_topic_score_codex":0.000013986762,"about_ca_topic_score_gemma":0.00003775547,"teacher_disagreement_score":0.1132763,"about_ca_system_score_codex":0.000034521698,"about_ca_system_score_gemma":0.000003660608,"threshold_uncertainty_score":0.25446278},"labels":[],"label_agreement":null},{"id":"W2168644402","doi":"10.1109/ccece.1999.804970","title":"Measurement of MEMS displacements and frequencies using laser interferometry","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interferometry; Michelson interferometer; Displacement (psychology); Microelectromechanical systems; Measure (data warehouse); Optics; Laser; Vibration; Laser Doppler vibrometer; Acoustics; SIGNAL (programming language); Physics; Materials science; Laser beams; Computer science; Optoelectronics","score_opus":0.03075221044565725,"score_gpt":0.24068424612713074,"score_spread":0.2099320356814735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168644402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978418,0.000763213,0.016012732,0.0000031379686,0.00009285524,0.00005508078,0.0000010859625,0.00012764547,0.004526266],"genre_scores_gemma":[0.9919876,0.00013586106,0.007807278,0.0000038091955,0.0000024281471,0.000002457276,1.0465154e-7,0.000008750836,0.000051717503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996289,0.0000014408433,0.000105145635,0.00006630422,0.00009509692,0.00010310046],"domain_scores_gemma":[0.99984634,0.00000535805,0.000012899812,0.00009606139,0.000022076363,0.000017236618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075638374,0.00007139669,0.00009446403,0.000052058178,0.000018371727,0.0000060832044,0.000035421406,0.000034031407,0.00002681733],"category_scores_gemma":[0.000036274672,0.00005943543,0.00001289132,0.00008445373,0.000032306925,0.00007306902,0.000014534766,0.000045172503,7.2798963e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011196618,0.00000829621,0.00037218013,0.000048686743,0.00002477171,6.153321e-7,0.000020793814,0.00057445886,0.997188,0.0003414853,0.00006845056,0.001351172],"study_design_scores_gemma":[0.00013612899,0.000021592517,0.00016600409,0.00003796382,0.0000063278526,0.0000022317736,0.00025727163,0.00018043359,0.99758154,0.0007339341,0.00079713814,0.00007945038],"about_ca_topic_score_codex":0.000011983581,"about_ca_topic_score_gemma":0.00001394539,"teacher_disagreement_score":0.013569609,"about_ca_system_score_codex":0.000038201866,"about_ca_system_score_gemma":0.0000030515378,"threshold_uncertainty_score":0.24237067},"labels":[],"label_agreement":null},{"id":"W2168738106","doi":"10.1109/commad.2006.4429919","title":"Adaptive MOEMS for Dynamic Beam Focusing","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deformable mirror; Optics; Microelectromechanical systems; Optical path; Computer science; Instrumentation (computer programming); Voltage; Adaptive optics; Laser; Beam (structure); Path (computing); Focal point; Laser beams; Electronic engineering; Cardinal point; Physics; Engineering; Optoelectronics; Electrical engineering","score_opus":0.006243931822014133,"score_gpt":0.20629685467923192,"score_spread":0.2000529228572178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168738106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30331242,0.00048368823,0.68201464,0.00004835132,0.00017770371,0.00021396633,0.0000084802305,0.001982234,0.011758532],"genre_scores_gemma":[0.9326034,0.000020386322,0.06640706,0.000006641891,0.000034988763,0.000032564403,0.0000035557975,0.000021827847,0.0008695788],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996542,2.0436532e-7,0.00007624717,0.00007977799,0.00003039278,0.00015918812],"domain_scores_gemma":[0.9998578,0.000021998183,0.00000788057,0.00009102446,0.000012282099,0.000009051697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015205763,0.00007435896,0.00007624553,0.000039642502,0.000031870037,0.000007383596,0.000051049996,0.000053181888,0.000005759309],"category_scores_gemma":[0.000004528902,0.00006659892,0.000030108931,0.000056749654,0.000017449109,0.00007257227,0.000010994564,0.000046662506,0.0000060432635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009277387,0.000022613749,0.000014070133,0.000035713827,0.000025680876,0.0000031664083,0.0000194815,0.08726461,0.80611545,0.017466458,0.004034384,0.084989086],"study_design_scores_gemma":[0.00059516425,0.00010101387,0.00061938516,0.000028335126,0.000014556557,0.000005614764,0.00027417866,0.09606449,0.7812385,0.08897505,0.03159846,0.0004852617],"about_ca_topic_score_codex":0.000017079512,"about_ca_topic_score_gemma":0.00007684672,"teacher_disagreement_score":0.629291,"about_ca_system_score_codex":0.000038187143,"about_ca_system_score_gemma":0.000001993305,"threshold_uncertainty_score":0.2715825},"labels":[],"label_agreement":null},{"id":"W2168988702","doi":"10.1109/icsens.2005.1597674","title":"Fabrication of Piezoresistive Sensors in Standard MEMS Foundry Processes","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Microelectromechanical systems; Fabrication; Accelerometer; Finite element method; Materials science; Computer science; Mechanical engineering; Electronic engineering; Optoelectronics; Engineering; Structural engineering","score_opus":0.006959591112213554,"score_gpt":0.21867852734271434,"score_spread":0.21171893623050078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168988702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97377115,0.00032425587,0.0140963085,0.000020443687,0.000035606387,0.00008982919,0.0000044260137,0.00035514464,0.011302834],"genre_scores_gemma":[0.9948784,0.00013123463,0.004776,0.0000015108932,0.000012237952,0.000011698943,0.0000025036388,0.000008774554,0.00017760365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996423,6.9194425e-7,0.00012980142,0.000070323134,0.000063915184,0.00009293728],"domain_scores_gemma":[0.999807,0.00003096345,0.00001911275,0.00008267908,0.0000541839,0.000006062494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025573592,0.000059381375,0.000098357916,0.00007993296,0.000008609167,0.0000033318977,0.000046476976,0.000042327323,0.000008951381],"category_scores_gemma":[0.000051904302,0.000052728512,0.000010124955,0.00024065259,0.000030731208,0.00007575725,0.000008330931,0.000045911172,0.000002222707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012413196,0.00018746802,0.013065881,0.0017792179,0.000060965616,0.000024337132,0.00087508647,0.15502329,0.72795624,0.024476158,0.00763934,0.06878791],"study_design_scores_gemma":[0.00019659913,0.000028111324,0.010573054,0.000036439185,0.0000029945766,6.7779587e-7,0.0004706694,0.00024809613,0.9749737,0.0107082175,0.0026382646,0.00012317784],"about_ca_topic_score_codex":0.00005404392,"about_ca_topic_score_gemma":0.00028582523,"teacher_disagreement_score":0.24701749,"about_ca_system_score_codex":0.00003819814,"about_ca_system_score_gemma":0.000008648202,"threshold_uncertainty_score":0.21502063},"labels":[],"label_agreement":null},{"id":"W2169167199","doi":"10.1109/ccece.2005.1556965","title":"A pulse width modulation controlled bistable microelectromechanical system","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Bistability; Actuator; Microelectromechanical systems; Pulse-width modulation; Pulse (music); Digital control; Pulse duration; Computer science; Electronic engineering; Control theory (sociology); Electrical engineering; Materials science; Engineering; Physics; Optoelectronics; Optics; Voltage; Laser","score_opus":0.0032315379347637244,"score_gpt":0.17333602565891235,"score_spread":0.17010448772414863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169167199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6660846,0.00051101425,0.29727563,0.000052942418,0.00022833307,0.00046591987,0.000004667209,0.005070376,0.030306518],"genre_scores_gemma":[0.9912709,0.000013489906,0.00762222,0.0000049683576,0.00004382112,0.000045274803,0.0000061582155,0.000020068617,0.00097309117],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941576,0.0000022250833,0.00018156874,0.00011191574,0.00006715275,0.00022139284],"domain_scores_gemma":[0.9997767,0.000019674677,0.0000180822,0.00014842415,0.000019585723,0.000017495038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048793172,0.00010549844,0.00020484935,0.000065081374,0.000036428202,0.000019105915,0.0000660243,0.00008575764,0.000021230531],"category_scores_gemma":[0.0000071277773,0.000087120876,0.00004667191,0.0001302525,0.000009276192,0.00008257207,0.000010874463,0.00008001254,0.000029160472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021649734,0.000016557795,0.000004504583,0.000030008496,0.0000150741635,0.000004711121,0.0000015296145,0.008203604,0.954419,0.034217305,0.00075203984,0.0023139878],"study_design_scores_gemma":[0.0048297504,0.00011992849,0.00020002904,0.00004240594,0.000027474525,0.000034331526,0.00007244371,0.3307218,0.64775836,0.009613034,0.0061221053,0.000458359],"about_ca_topic_score_codex":0.000040703246,"about_ca_topic_score_gemma":0.000033948265,"teacher_disagreement_score":0.3251863,"about_ca_system_score_codex":0.000091849965,"about_ca_system_score_gemma":0.0000037516616,"threshold_uncertainty_score":0.35526863},"labels":[],"label_agreement":null},{"id":"W2169379798","doi":"10.1109/cca.2005.1507216","title":"Neural network control of a MEMS torsion micro mirror","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optical switch; Actuator; Microelectromechanical systems; Torsion (gastropod); Optical path; Optical fiber; Materials science; Computer science; Electronic engineering; Optoelectronics; Optics; Electrical engineering; Engineering; Physics; Telecommunications","score_opus":0.0072099592202937764,"score_gpt":0.2119553843032142,"score_spread":0.20474542508292043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169379798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894376,0.0012485734,0.005888564,0.00017615643,0.00019271232,0.00010657839,0.0000022953768,0.0007130518,0.0022344643],"genre_scores_gemma":[0.98038584,0.000078694364,0.019181162,0.000052182386,0.00005449151,0.0000055566466,6.325207e-7,0.000011806497,0.00022963273],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961346,8.650976e-7,0.00011977378,0.00006348581,0.00004129641,0.00016113455],"domain_scores_gemma":[0.9998143,0.000017961132,0.000014704359,0.00012273224,0.000011143942,0.000019187897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025854175,0.00007296386,0.00011943077,0.000022775746,0.000015075471,0.0000028667707,0.00007586294,0.00005743691,0.00005608475],"category_scores_gemma":[0.000006156451,0.000059628608,0.00003556375,0.00006951833,0.00002080139,0.00006565659,0.000013517739,0.000069999754,0.000012144216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088248435,0.000009478683,0.00011863857,0.000012127464,0.000013995511,0.0000010517895,0.000016870377,0.023978138,0.9490167,0.0003637031,0.0031955508,0.023264932],"study_design_scores_gemma":[0.0007940714,0.00006700718,0.0011808444,0.000023014958,0.000012266423,0.0000057948287,0.000052095664,0.02491921,0.87619007,0.00039549693,0.0961393,0.00022083515],"about_ca_topic_score_codex":0.000007734717,"about_ca_topic_score_gemma":0.000031363328,"teacher_disagreement_score":0.09294374,"about_ca_system_score_codex":0.000014072648,"about_ca_system_score_gemma":0.0000014208226,"threshold_uncertainty_score":0.2431584},"labels":[],"label_agreement":null},{"id":"W2169757458","doi":"10.1109/mwscas.2000.951698","title":"A programmable MEMS bandpass filter","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Resonator; Band-pass filter; Electronic filter topology; Microelectromechanical systems; Electronic engineering; Butterworth filter; Voltage-controlled filter; Center frequency; Distributed element filter; Filter (signal processing); Prototype filter; m-derived filter; Mechanical filter; Active filter; Low-pass filter; Computer science; Acoustics; Materials science; Voltage; Engineering; Electrical engineering; Physics; Optoelectronics","score_opus":0.01667405135400615,"score_gpt":0.19103371714613884,"score_spread":0.1743596657921327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169757458","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40731952,0.0028944842,0.020757435,0.0006497906,0.0006525316,0.00047254097,0.0000043403015,0.013698092,0.55355126],"genre_scores_gemma":[0.971564,0.0003550489,0.016254006,0.000041390722,0.00004127928,0.00005394969,0.0000010825306,0.000024634457,0.011664631],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999647,2.985162e-7,0.00006278882,0.00007044504,0.0000430155,0.00017640581],"domain_scores_gemma":[0.99982005,0.0000068110407,0.000004172827,0.000140531,0.000006332209,0.000022077773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000124971975,0.00006790145,0.00006562727,0.000028978367,0.000019749532,0.000013860774,0.00006896312,0.00004714645,0.00062178005],"category_scores_gemma":[0.0000055559985,0.000054147335,0.00002165798,0.00008891178,0.000016465212,0.000084498024,0.000014766369,0.00007171116,0.00020470547],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000203108,0.000062841376,0.00009212967,0.00006841909,0.000056024066,0.00003235427,0.00014948266,0.0022714874,0.17807911,0.0031298413,0.16987368,0.6461826],"study_design_scores_gemma":[0.00020619799,0.000033796998,0.000055204873,0.000008732135,0.0000034090879,0.000007926361,0.000047516824,0.008997909,0.17150167,0.0014218476,0.8175129,0.00020285072],"about_ca_topic_score_codex":0.0000029952143,"about_ca_topic_score_gemma":0.000007231036,"teacher_disagreement_score":0.6476393,"about_ca_system_score_codex":0.000011449323,"about_ca_system_score_gemma":2.8540734e-7,"threshold_uncertainty_score":0.68080556},"labels":[],"label_agreement":null},{"id":"W2170323840","doi":"10.1109/icecs.2009.5410976","title":"Low actuation voltage silicon carbide RF switches for MEMS above IC","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microelectromechanical systems; Silicon carbide; CMOS; Voltage; Reliability (semiconductor); Electronic engineering; Durability; Electrical engineering; Materials science; Low voltage; RF switch; Radio frequency; Computer science; Engineering; Optoelectronics; Power (physics)","score_opus":0.010225493440290634,"score_gpt":0.23315378256842914,"score_spread":0.2229282891281385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170323840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92160743,0.0002259702,0.07056259,0.000159744,0.00016334065,0.0002746996,0.0000037248938,0.0015329571,0.005469503],"genre_scores_gemma":[0.9971051,0.00011700532,0.0019158224,0.00007991472,0.000061664934,0.000027120208,0.0000066472717,0.000016264816,0.00067045615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995152,1.758001e-7,0.00011676555,0.000119443284,0.000056140107,0.0001922759],"domain_scores_gemma":[0.9997347,0.000035052235,0.000016217655,0.00016917878,0.000019963194,0.00002489695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003590639,0.000112213515,0.00011859498,0.00005556108,0.00003072434,0.000014511676,0.00008377529,0.00009777409,0.0000145799495],"category_scores_gemma":[0.000047813126,0.00009825039,0.000043519933,0.00008004326,0.00001129545,0.00014419663,0.000006754193,0.000074744974,0.000012973717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028757254,0.000007355449,0.0000029438504,0.0000131335655,0.0000057795246,4.2205332e-7,0.000036334255,0.0011201131,0.89837396,0.00082269264,0.0005625008,0.09905188],"study_design_scores_gemma":[0.00019655675,0.00006320823,0.00054124516,0.000011569161,0.00000559697,7.957081e-7,0.00011437016,0.0013661783,0.9814552,0.009691552,0.006410715,0.00014298993],"about_ca_topic_score_codex":0.000009048167,"about_ca_topic_score_gemma":0.000041872216,"teacher_disagreement_score":0.098908894,"about_ca_system_score_codex":0.000042050855,"about_ca_system_score_gemma":0.0000046056093,"threshold_uncertainty_score":0.40065345},"labels":[],"label_agreement":null},{"id":"W2170442182","doi":"10.1109/tmtt.2006.872787","title":"Finite-element modeling of low-stress suspension structures and applications in RF MEMS parallel-plate variable capacitors","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Capacitor; Variable capacitor; Finite element method; Stress (linguistics); Microelectromechanical systems; Coupling (piping); Suspension (topology); Materials science; Voltage; Electronic engineering; Electrical engineering; Engineering; Optoelectronics; Structural engineering; Composite material; Mathematics","score_opus":0.006979126583172399,"score_gpt":0.21587919522367477,"score_spread":0.20890006864050237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170442182","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3256753,0.00023273827,0.67329895,0.0000033487934,0.000022399323,0.00021990674,0.000031915275,0.00025043474,0.0002649771],"genre_scores_gemma":[0.9848859,0.00083460356,0.014128555,0.0000048897587,0.000012080825,0.00008487149,0.000005845427,0.00002034325,0.000022921467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993852,0.000009004293,0.00023085892,0.0001700494,0.000050879047,0.00015400862],"domain_scores_gemma":[0.999661,0.00010410057,0.000030593998,0.00016227878,0.000021624852,0.000020376008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012353325,0.0001583758,0.00018033246,0.00019410768,0.00008045376,0.000011820225,0.0000641971,0.0001335228,0.0000071626564],"category_scores_gemma":[0.0000017995969,0.00014664662,0.000025584024,0.00013369886,0.00009649738,0.00009254514,0.0000022322142,0.00020811318,1.6935455e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029503724,0.00003705504,0.0000043632035,0.00008475995,0.000012429009,9.0859675e-7,0.00006351528,0.14962655,0.8348541,0.009206218,0.0000034424152,0.0060770987],"study_design_scores_gemma":[0.00012307969,0.000032711698,0.0000034129173,0.00008091647,0.000012616712,0.000002891661,0.00016228859,0.0013072325,0.875443,0.122633114,0.000064877946,0.00013389168],"about_ca_topic_score_codex":0.0000584088,"about_ca_topic_score_gemma":0.00007308327,"teacher_disagreement_score":0.65921056,"about_ca_system_score_codex":0.000024491126,"about_ca_system_score_gemma":0.000004511093,"threshold_uncertainty_score":0.59800756},"labels":[],"label_agreement":null},{"id":"W2170470096","doi":"10.1177/1077546313491775","title":"A novel differential frequency micro-gyroscope","year":2013,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Physics; Gyroscope; Cantilever; Natural frequency; Angular velocity; Symmetry (geometry); Beam (structure); Rotation (mathematics); Bending; Equations of motion; Classical mechanics; Acoustics; Optics; Vibration; Geometry; Mathematics; Quantum mechanics; Engineering; Structural engineering","score_opus":0.004635382342385522,"score_gpt":0.1905405510354619,"score_spread":0.18590516869307638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170470096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63820857,0.0005332061,0.36046973,0.00034678742,0.00019262906,0.000066085,0.0000016535113,0.000040305247,0.00014106727],"genre_scores_gemma":[0.99438107,0.00016893553,0.005257948,0.00007489421,0.00008626986,0.0000036794893,2.4890184e-7,0.000006411151,0.000020564134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966407,0.0000016823944,0.00017438468,0.000032471486,0.00005388396,0.00007348336],"domain_scores_gemma":[0.9998063,0.000014874488,0.00005710803,0.000041737923,0.000046402893,0.000033570777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020887834,0.000058744485,0.000116082476,0.000053069693,0.00002330254,0.000039845963,0.00004533613,0.00004451785,0.000058924754],"category_scores_gemma":[0.000016414278,0.000044072898,0.000029170049,0.000029818346,0.00001631073,0.0002828253,0.0000040331,0.000105833606,0.0000040450923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033900662,0.00000903559,0.000046036974,0.0000048940383,0.00001717573,7.0994645e-7,0.0000194016,0.00007677022,0.9922812,0.00018609631,0.0001966585,0.007158621],"study_design_scores_gemma":[0.009896959,0.00074191554,0.06141579,0.00016123545,0.00010839716,0.00028015344,0.00036020993,0.012898084,0.8953533,0.014704867,0.0034860084,0.00059303176],"about_ca_topic_score_codex":0.0000022421566,"about_ca_topic_score_gemma":0.000001512861,"teacher_disagreement_score":0.3561725,"about_ca_system_score_codex":0.000009638493,"about_ca_system_score_gemma":0.0000057082534,"threshold_uncertainty_score":0.17972407},"labels":[],"label_agreement":null},{"id":"W2170776464","doi":"10.1109/jmems.2008.2008623","title":"A Laterally Movable Gate Field Effect Transistor","year":2008,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Field-effect transistor; Transistor; Channel (broadcasting); Gate oxide; Fabrication; Sensitivity (control systems); Electrical engineering; Optoelectronics; Motion (physics); Materials science; Physics; Computer science; Electronic engineering; Engineering; Voltage; Artificial intelligence","score_opus":0.004731469532602066,"score_gpt":0.17931670443956763,"score_spread":0.17458523490696556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170776464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827517,0.0032836637,0.012621355,0.000069699934,0.0007521204,0.00013856521,0.000001552662,0.00019213071,0.00018919332],"genre_scores_gemma":[0.997432,0.0009876476,0.0011577735,0.000025858568,0.00017177656,0.0000065693507,3.4844223e-7,0.00003118391,0.0001868386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888146,0.000018527353,0.0004875836,0.000099656754,0.00018235459,0.00033040173],"domain_scores_gemma":[0.9994906,0.00010274728,0.00011075512,0.00014901851,0.000059120957,0.000087713976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002187658,0.000171216,0.0004782266,0.0001235588,0.000057713736,0.000016597818,0.0002390705,0.00017265744,0.000012371397],"category_scores_gemma":[0.000035524237,0.00013188008,0.00018072582,0.00016700679,0.000015920396,0.00013862379,0.0000111378695,0.000480174,0.00001285403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054135824,0.000015288828,0.0000043793593,0.00007097206,0.00007779862,0.0001801359,0.00002811426,0.0004929735,0.9959255,0.000089152425,0.0020199025,0.0010416376],"study_design_scores_gemma":[0.0010800534,0.002427597,0.000021377831,0.00018130642,0.00003837428,0.0044962536,0.0000142731,0.0007716756,0.9685118,0.00028106285,0.021893488,0.00028271784],"about_ca_topic_score_codex":0.000008683752,"about_ca_topic_score_gemma":0.0000022302897,"teacher_disagreement_score":0.027413689,"about_ca_system_score_codex":0.000114703325,"about_ca_system_score_gemma":0.000020129622,"threshold_uncertainty_score":0.5377913},"labels":[],"label_agreement":null},{"id":"W2171937395","doi":"10.1109/iscas.2005.1465197","title":"Microactuation of Suspended MEMS Beams","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microelectromechanical systems; Microfabrication; Actuator; Silicon on insulator; Materials science; Silicon; Mechanical engineering; Thermal; Electronic engineering; Optoelectronics; Engineering; Electrical engineering; Fabrication; Physics","score_opus":0.007919636553201779,"score_gpt":0.21202609841793663,"score_spread":0.20410646186473486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171937395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9188279,0.00031414375,0.016014418,0.00020437624,0.00009455172,0.00010185383,0.0000016999974,0.0010141789,0.06342688],"genre_scores_gemma":[0.97852474,0.000093075425,0.020993305,0.000011855516,0.00002009516,0.0000029891078,0.0000012740338,0.0000072140683,0.0003454372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997545,2.5256867e-7,0.00008127485,0.00004134089,0.000050337454,0.00007232364],"domain_scores_gemma":[0.999859,0.000009062827,0.000009101342,0.00009430018,0.00001946685,0.000009065429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002676117,0.000042197516,0.00005807741,0.00003598703,0.0000070962724,0.0000019885852,0.00005111781,0.00003828727,0.00011442162],"category_scores_gemma":[0.000013296808,0.000036724778,0.000013348088,0.00006254214,0.000014386097,0.000074051044,0.000008961818,0.00003849809,0.0000219528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.247814e-7,0.0000060917273,0.0000039800593,0.000006558861,0.000006269425,1.2922922e-7,0.000029970231,0.002474837,0.87400746,0.0015769533,0.0018278632,0.12005909],"study_design_scores_gemma":[0.00008185695,0.0000074661475,0.00011680271,0.0000025348156,0.00000164722,7.9515956e-7,0.000052999923,0.0007599694,0.96885943,0.00071784767,0.029350787,0.000047850823],"about_ca_topic_score_codex":0.0000033964172,"about_ca_topic_score_gemma":0.000017948518,"teacher_disagreement_score":0.12001123,"about_ca_system_score_codex":0.000022736174,"about_ca_system_score_gemma":0.00000233458,"threshold_uncertainty_score":0.1497593},"labels":[],"label_agreement":null},{"id":"W2178375864","doi":"10.1109/jmems.2015.2467389","title":"A Two-Row Interdigitating-Finger Repulsive-Torque Electrostatic Actuator and Its Application to Micromirror Vector Display","year":2015,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Actuator; Rotation (mathematics); Optics; Torque; Voltage; Beam (structure); Rotary actuator; Physics; Control theory (sociology); Engineering; Computer science; Electrical engineering; Artificial intelligence","score_opus":0.01056194933493127,"score_gpt":0.2522266121530021,"score_spread":0.24166466281807086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178375864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688247,0.0020915691,0.027821189,0.00023299546,0.00040727152,0.00043389158,0.000009285072,0.00014834708,0.00003077657],"genre_scores_gemma":[0.99522656,0.00009343293,0.0042950097,0.000053407308,0.0001803214,0.000043257165,0.0000020099556,0.000055437722,0.00005055922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843174,0.000026218888,0.00067291665,0.00021660821,0.00022859052,0.00042392378],"domain_scores_gemma":[0.99889684,0.00011064758,0.00025975038,0.0001874036,0.0002473934,0.0002979436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040861836,0.0002428049,0.0005155506,0.00020104392,0.00004241563,0.00007851043,0.0002692258,0.00012630061,0.0000015867374],"category_scores_gemma":[0.00031677596,0.00020506047,0.00008229716,0.00029595435,0.000015511694,0.0002394954,0.000058435755,0.00043107403,0.000020455864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006905227,0.000025705964,0.0000022737395,0.00006210101,0.00006690251,0.000015966849,0.00017794744,0.000087148204,0.9963373,0.0006459893,0.0007449175,0.0017647012],"study_design_scores_gemma":[0.0016384269,0.0023331882,0.00004439649,0.00040001102,0.00007361917,0.001652856,0.0005281732,0.0038577358,0.97663593,0.0014195477,0.010840833,0.00057529414],"about_ca_topic_score_codex":0.000009332188,"about_ca_topic_score_gemma":0.000013355984,"teacher_disagreement_score":0.02640189,"about_ca_system_score_codex":0.00038541842,"about_ca_system_score_gemma":0.00005246845,"threshold_uncertainty_score":0.83621234},"labels":[],"label_agreement":null},{"id":"W2186614296","doi":"","title":"Modelling of Torsional Micromirrors with Springs made of Multiple Rotational Serpentine Elements","year":2006,"lang":"en","type":"article","venue":"TechConnect Briefs","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spring (device); Surface micromachining; Stiffness; Torsion spring; Planar; Bending; Materials science; Structural engineering; Finite element method; Matrix (chemical analysis); Mechanical engineering; Mechanics; Engineering; Composite material; Physics; Computer science; Fabrication","score_opus":0.01061760567954638,"score_gpt":0.1922597400930065,"score_spread":0.1816421344134601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186614296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97194916,0.00013874746,0.027164306,0.000017087177,0.00003064369,0.00014234694,0.000028191984,0.00024825084,0.00028125584],"genre_scores_gemma":[0.9071511,0.00001432827,0.09270419,0.0000039780675,0.000014459276,0.0000129886,0.00001709267,0.000023991734,0.000057837296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922884,0.0000015785056,0.0002981659,0.00013612316,0.00015708272,0.00017823424],"domain_scores_gemma":[0.99963605,0.00004317505,0.00008866711,0.00015839156,0.000056921323,0.00001680499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058504444,0.00012858209,0.00019109942,0.00010918042,0.00002552324,0.000003261392,0.00012591612,0.000061513885,0.000026106254],"category_scores_gemma":[0.00000946165,0.0001199009,0.00004346731,0.00014522861,0.00006234148,0.000096925214,0.000031619955,0.000093312854,0.0000022575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030910523,0.00004812636,0.0021790278,0.00008715522,0.000033675922,0.0000023946466,0.000019940562,0.21250089,0.78212774,0.0022960457,0.00007951388,0.00059456547],"study_design_scores_gemma":[0.00077765837,0.00005891536,0.0041898605,0.00010420612,0.000012766288,0.0000053939575,0.000044941895,0.02760308,0.9622725,0.0035222534,0.001217106,0.00019128968],"about_ca_topic_score_codex":0.00020729128,"about_ca_topic_score_gemma":0.00001916635,"teacher_disagreement_score":0.18489781,"about_ca_system_score_codex":0.00002635295,"about_ca_system_score_gemma":0.000010679987,"threshold_uncertainty_score":0.48894167},"labels":[],"label_agreement":null},{"id":"W2195482241","doi":"10.3390/mi6121466","title":"Measuring the Quality Factor in MEMS Devices","year":2015,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Cantilever; Actuator; Bandwidth (computing); Natural frequency; Logarithm; Control theory (sociology); Q factor; Acoustics; Engineering; Electronic engineering; Physics; Computer science; Electrical engineering; Structural engineering; Mathematics; Optoelectronics; Vibration; Telecommunications; Mathematical analysis","score_opus":0.06751776871095731,"score_gpt":0.2941048138744605,"score_spread":0.2265870451635032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195482241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540716,0.0025583287,0.00019015542,0.00013874039,0.00020176635,0.0000757377,0.0000051993898,0.00043713863,0.0009857607],"genre_scores_gemma":[0.9991979,0.000043325883,0.0006228089,0.000024139053,0.00003809829,0.00001146503,0.0000011999421,0.000014991989,0.000046049736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949795,0.0000069617613,0.00015201773,0.000096194664,0.00008284503,0.00016402068],"domain_scores_gemma":[0.9997037,0.000042023574,0.000018909861,0.00019387793,0.000015787691,0.000025673235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014993321,0.000107364685,0.00012460841,0.00004692008,0.000028903845,0.000020187153,0.0002025555,0.0000504485,0.0000039167903],"category_scores_gemma":[0.00007507156,0.00006890727,0.000025235482,0.00013379462,0.000030728203,0.000102891856,0.000046112116,0.00015427834,0.000017661192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007957191,0.000022684648,0.036348723,0.000059703172,0.000025677675,0.000007812884,0.0012979364,0.0025341418,0.9257053,0.0002113482,0.00054380787,0.0332349],"study_design_scores_gemma":[0.0010230027,0.000037378042,0.35062414,0.000084861,0.000009119668,0.00001966277,0.0016885211,0.000699002,0.56644505,0.0064294743,0.07219168,0.0007481106],"about_ca_topic_score_codex":0.00020333019,"about_ca_topic_score_gemma":0.0013623654,"teacher_disagreement_score":0.35926026,"about_ca_system_score_codex":0.00004126946,"about_ca_system_score_gemma":0.000006026025,"threshold_uncertainty_score":0.2809957},"labels":[],"label_agreement":null},{"id":"W2205238775","doi":"10.1117/12.840931","title":"Pressure sensing in vacuum hermetic micropackaging for MOEMS-MEMS","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Bolometer; Torr; Calibration; Microelectromechanical systems; Sensitivity (control systems); Pressure measurement; Materials science; Temperature measurement; Optoelectronics; Vacuum chamber; Pressure sensor; Electrical engineering; Electronic engineering; Physics; Mechanical engineering; Engineering; Detector","score_opus":0.007892876847435963,"score_gpt":0.22166525038907622,"score_spread":0.21377237354164025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205238775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966288,0.00019483396,0.00017414487,0.0007697453,0.0005256964,0.0006877722,0.000043236498,0.00030452793,0.0006712322],"genre_scores_gemma":[0.7652168,0.00013074996,0.2338371,0.00003594044,0.0003731166,0.00014056476,0.000005636083,0.000120294964,0.00013974833],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981701,2.9945852e-9,0.00061264134,0.0003544829,0.0003344243,0.0005283733],"domain_scores_gemma":[0.9988086,0.00015266986,0.00017543211,0.0000790694,0.0007021361,0.000082063896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042335028,0.0003498879,0.00044854174,0.00016481629,0.00006606636,0.00008405356,0.00071275415,0.0003032072,0.0000044677117],"category_scores_gemma":[0.0004569187,0.00031466148,0.00042763297,0.0003237342,0.00019102554,0.0004496463,0.00012190994,0.00061072124,7.065325e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029532493,0.000037780712,0.000094342344,0.00068035943,0.0001907723,1.1053083e-7,0.00012893982,0.0005654882,0.93362296,0.06248819,0.0009693994,0.0011921311],"study_design_scores_gemma":[0.0011239938,0.0001233502,0.00053008896,0.0003374406,0.00011113177,0.000021895561,0.00091886247,0.06842697,0.9121062,0.0046743425,0.011129594,0.00049609836],"about_ca_topic_score_codex":0.000006110761,"about_ca_topic_score_gemma":0.0000010385265,"teacher_disagreement_score":0.23366295,"about_ca_system_score_codex":0.00008271547,"about_ca_system_score_gemma":0.000016150072,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W2218780463","doi":"10.5539/mas.v10n2p52","title":"Assessment Criterion of Rigidity of Comb Electrodes Fingers of Microelectromechanical Converters","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Converters; Rigidity (electromagnetism); Electrode; Capacitive sensing; Materials science; Voltage; Actuator; Microelectromechanical systems; Displacement (psychology); Work (physics); Transducer; Capacitor; Acoustics; Optoelectronics; Electrical engineering; Physics; Mechanical engineering; Composite material; Engineering","score_opus":0.016726283281313214,"score_gpt":0.2543469037339542,"score_spread":0.23762062045264098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218780463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7800358,0.000055866807,0.218826,0.000009429033,0.000048767295,0.000089796325,0.0000033838912,0.00007650288,0.0008544821],"genre_scores_gemma":[0.98557925,0.00003001245,0.01436398,0.0000055477863,0.000003117942,0.000007332832,7.455302e-7,0.0000076219403,0.0000024083995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991059,0.000002271714,0.00022256775,0.00016475302,0.00027977416,0.00022473704],"domain_scores_gemma":[0.9995356,0.000021805687,0.000075682314,0.00024582865,0.000074602445,0.000046432382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027916546,0.0000914699,0.00023406369,0.00011562272,0.000021697255,0.000004975224,0.00033161938,0.00004842513,0.00000193864],"category_scores_gemma":[0.000019395642,0.00008572133,0.000027151713,0.00031764762,0.00039547335,0.000089021356,0.00006435966,0.00010818243,4.313524e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009164852,0.000023805678,0.000022553086,0.00003390636,0.000004521386,1.6594821e-7,0.00009940698,0.00077033293,0.99182266,0.0025800662,0.000018908482,0.0046145166],"study_design_scores_gemma":[0.00018804643,0.000118560034,0.00029035786,0.000012390738,0.0000043954406,9.6314e-7,0.00006986787,0.049051993,0.9408996,0.009270218,0.000017038867,0.00007655084],"about_ca_topic_score_codex":0.000009553325,"about_ca_topic_score_gemma":0.0000027914134,"teacher_disagreement_score":0.20554346,"about_ca_system_score_codex":0.000081906765,"about_ca_system_score_gemma":0.00007703033,"threshold_uncertainty_score":0.34956145},"labels":[],"label_agreement":null},{"id":"W2232456168","doi":"10.1109/icma.2011.5985635","title":"Novel design of a three DOFs MEMS-based precision manipulator","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Kinematics; Parallel manipulator; Manipulator (device); Flexibility (engineering); Microelectromechanical systems; Mechanism (biology); Position (finance); Computer science; Inverse kinematics; Stiffness; Robot end effector; Degrees of freedom (physics and chemistry); Work (physics); Control theory (sociology); Control engineering; Engineering; Mechanical engineering; Structural engineering; Robot; Artificial intelligence; Materials science; Physics; Mathematics","score_opus":0.08611138656028043,"score_gpt":0.2344570300696662,"score_spread":0.14834564350938578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232456168","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088057354,0.000103588936,0.90834993,0.0000033519418,0.000084994695,0.00014657939,0.0000016808165,0.0006336652,0.0026188765],"genre_scores_gemma":[0.7008515,0.000014413663,0.29905763,0.000005205829,0.000005483904,0.0000122197625,3.8285444e-7,0.000016664022,0.000036478777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995553,6.589298e-7,0.0001440582,0.00009384987,0.00007550147,0.00013066726],"domain_scores_gemma":[0.9996441,0.0000341347,0.00002062641,0.00025820773,0.000021362239,0.000021552336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055328193,0.00009481021,0.00012293631,0.00007132173,0.000013178053,0.0000023401974,0.00014396732,0.00008362948,0.000107440785],"category_scores_gemma":[0.0000219575,0.000075838594,0.000031448595,0.000101361606,0.000027228425,0.00006981346,0.000023038148,0.00006703482,0.000013016372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023889788,0.00004350676,0.000060533665,0.000027724047,0.0000158873,0.0000017055239,0.000031366766,0.011704727,0.9718997,0.0015858179,0.00018362331,0.014421551],"study_design_scores_gemma":[0.00028937307,0.00008294217,0.0016060013,0.000026115307,0.0000062646727,0.0000013509716,0.0000203566,0.015642148,0.9786308,0.0033488073,0.00022230431,0.00012355042],"about_ca_topic_score_codex":0.000022872073,"about_ca_topic_score_gemma":0.00001946379,"teacher_disagreement_score":0.61279416,"about_ca_system_score_codex":0.000014514501,"about_ca_system_score_gemma":0.000005661754,"threshold_uncertainty_score":0.30926082},"labels":[],"label_agreement":null},{"id":"W2233480636","doi":"10.1115/imece2014-37744","title":"A Complete Parametric Study of Pull-In Voltage by Nonlinear Differential Equation","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Nonlinear system; Deflection (physics); Stiffness; Differential equation; Voltage; Parametric statistics; Microelectromechanical systems; Vibration; Impulse (physics); Beam (structure); Ordinary differential equation; Mechanics; Physics; Control theory (sociology); Structural engineering; Classical mechanics; Acoustics; Mathematical analysis; Engineering; Mathematics; Computer science; Optics","score_opus":0.01868692478318608,"score_gpt":0.23453480522413375,"score_spread":0.21584788044094766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233480636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91856796,0.000021572105,0.08065479,0.0000040463483,0.000057096586,0.00015084111,0.0000040911514,0.00021330461,0.00032627952],"genre_scores_gemma":[0.99840647,0.000014837552,0.0014868617,0.0000024327705,0.0000109120465,0.000012967459,0.0000069549246,0.000011011093,0.000047545167],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951726,0.0000035452706,0.00017539773,0.000095336836,0.0000895282,0.000118912045],"domain_scores_gemma":[0.9997412,0.00005760997,0.000022073415,0.00015438884,0.000011059605,0.000013695946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044241155,0.00007872047,0.00015606426,0.00014449592,0.000010776596,0.0000052840187,0.0000896527,0.00004415423,0.000021152326],"category_scores_gemma":[0.000050683102,0.000068478425,0.000015984751,0.000259951,0.000012478056,0.00004571077,0.000024952891,0.00008822098,0.000006143354],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015695268,0.00067271956,0.0038431576,0.000068506226,0.000038819904,0.000001637765,0.0001752509,0.012975167,0.91331655,0.0007729664,0.00040584395,0.06771367],"study_design_scores_gemma":[0.0037767435,0.0011722473,0.024121633,0.000032211414,0.000028046466,9.1256544e-7,0.001163329,0.8166682,0.14619231,0.0016412949,0.004615944,0.000587094],"about_ca_topic_score_codex":0.000070294496,"about_ca_topic_score_gemma":0.000088235276,"teacher_disagreement_score":0.80369306,"about_ca_system_score_codex":0.000015047658,"about_ca_system_score_gemma":8.9462196e-7,"threshold_uncertainty_score":0.27924693},"labels":[],"label_agreement":null},{"id":"W2246556863","doi":"10.4028/www.scientific.net/msf.825-826.586","title":"Integration Methods of Sensors in FRP Components","year":2015,"lang":"en","type":"article","venue":"Materials science forum","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Buckland & Taylor (Canada)","funders":"Bundesministerium für Bildung und Forschung","keywords":"Fibre-reinforced plastic; Materials science; Pultrusion; Polyvinylidene fluoride; Piezoelectricity; Composite material; Bending; Optical fiber; Piezoelectric sensor; Fiber optic sensor; Fiber; Polymer; Optics","score_opus":0.04225679470261986,"score_gpt":0.32475796847369937,"score_spread":0.28250117377107953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246556863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922003,0.000025770498,0.006561075,0.00003983656,0.00060266576,0.00006924205,0.000003994098,0.00012037694,0.00037675165],"genre_scores_gemma":[0.92263716,0.0000094066645,0.07732311,0.0000041091944,0.0000055617825,0.000005690326,0.0000010322088,0.0000049151395,0.000008990335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994545,0.0000067502388,0.0001612645,0.00009051446,0.000105978805,0.00018098968],"domain_scores_gemma":[0.9997765,0.000010714041,0.00002695069,0.00012955001,0.000029587782,0.000026705256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005503367,0.000058763228,0.00012437835,0.00014600604,0.000016434751,0.00001676495,0.0001652546,0.000034378223,0.0000066187677],"category_scores_gemma":[0.00012642622,0.000048689202,0.00000738626,0.00027091545,0.00014757169,0.00023355885,0.000055151744,0.000031680192,0.0000062896383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002695442,0.0000040927075,0.000023144381,0.000004502099,3.762024e-7,4.5450724e-7,0.00009354986,0.0013814924,0.9950649,0.0005563325,0.000027088448,0.0028413497],"study_design_scores_gemma":[0.00008483048,0.000021597845,0.00082411635,0.000018775383,5.229481e-7,0.0000013363422,0.0004345313,0.0010986654,0.9934706,0.003667664,0.00032245537,0.000054869808],"about_ca_topic_score_codex":0.00003818606,"about_ca_topic_score_gemma":0.000006818599,"teacher_disagreement_score":0.07076203,"about_ca_system_score_codex":0.00005097727,"about_ca_system_score_gemma":0.000010905446,"threshold_uncertainty_score":0.1985488},"labels":[],"label_agreement":null},{"id":"W2249260818","doi":"10.5539/mas.v10n1p133","title":"Criteria of Equality of Modal Frequency of Micromechanical Gyroscopes-Accelerometers Sensitive Elements","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modal; Vibration; Coincidence; Sensitivity (control systems); Sense (electronics); Gyroscope; Accelerometer; Physics; Normal mode; Modal analysis; Mode (computer interface); Span (engineering); Acoustics; Modal testing; Materials science; Structural engineering; Computer science; Engineering; Electronic engineering; Electrical engineering; Quantum mechanics","score_opus":0.04511202932124438,"score_gpt":0.2941946088371031,"score_spread":0.2490825795158587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249260818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85550386,0.000029136227,0.14282392,0.0000044465755,0.00008303394,0.00013286696,0.00003060854,0.00007185083,0.0013202652],"genre_scores_gemma":[0.9495336,0.000008376724,0.050426252,0.000005637618,0.000004295153,0.0000072332596,0.0000011994233,0.000009921608,0.0000034836896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880075,0.0000040576915,0.00037712645,0.00022232858,0.00034454835,0.0002511876],"domain_scores_gemma":[0.99935347,0.000020805766,0.00011412141,0.00032898493,0.00011551513,0.0000670801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044230258,0.00011767841,0.00029219352,0.00013725918,0.000022073635,0.000005883302,0.0003680536,0.000060463983,0.000003941523],"category_scores_gemma":[0.000051757335,0.00011177796,0.000031141604,0.0003475257,0.00051687134,0.00014110288,0.00014559268,0.00008939327,0.0000013719858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009792611,0.000026292866,0.000020869686,0.000039626728,0.0000068346726,4.1468286e-7,0.0003775529,0.00048216025,0.9946181,0.0013245937,0.0000058548567,0.0030878638],"study_design_scores_gemma":[0.0002334165,0.00005619012,0.00033424163,0.000019109635,0.0000047349863,7.6273204e-7,0.00023553977,0.011790271,0.97491646,0.012302937,0.0000039058013,0.000102442034],"about_ca_topic_score_codex":0.000028193037,"about_ca_topic_score_gemma":0.0000045274837,"teacher_disagreement_score":0.09402973,"about_ca_system_score_codex":0.00007090263,"about_ca_system_score_gemma":0.00005458773,"threshold_uncertainty_score":0.45581728},"labels":[],"label_agreement":null},{"id":"W2253441790","doi":"10.1007/978-3-540-85168-4_77","title":"Progress towards a microfabricated shock tube","year":2009,"lang":"en","type":"book-chapter","venue":"Shock Waves","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Microscale chemistry; Microfabrication; Microchannel; Shock tube; Shock (circulatory); Fabrication; Tube (container); Materials science; Mechanical engineering; Nanotechnology; Engineering; Computer science; Aerospace engineering; Shock wave; Medicine; Mathematics","score_opus":0.012709665739240962,"score_gpt":0.22683128465428745,"score_spread":0.2141216189150465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253441790","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019066072,0.034000162,0.0008505786,0.00035832098,0.000775697,0.000837963,0.00015155665,0.0065233735,0.95459574],"genre_scores_gemma":[0.063298054,0.0118554775,0.0124715185,0.00015762282,0.0006322829,0.00008043976,0.000245378,0.00060183863,0.9106574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855345,0.0000015013671,0.00035530058,0.0004164868,0.0002135096,0.000459752],"domain_scores_gemma":[0.99916923,0.00001517022,0.00007271436,0.0006001281,0.000057268287,0.00008548555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000036940688,0.00058413454,0.0005711522,0.00023697935,0.000062974155,0.000037973576,0.000402346,0.00070503267,0.00012486242],"category_scores_gemma":[0.000009103293,0.00054874725,0.00018865369,0.00006477771,0.0001914937,0.00009427868,0.000106913874,0.0006687347,0.00014985396],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000149050375,0.000019304754,0.0000012426357,0.00020387903,0.00021720768,0.0001540337,0.00008200865,0.00018289055,0.0074250884,0.010837327,0.016291773,0.96457034],"study_design_scores_gemma":[0.00022243263,0.00012160381,0.000054896573,0.00034923438,0.00006627967,0.00004477934,0.0000278555,0.00012746667,0.03055467,0.03530626,0.93214923,0.00097530044],"about_ca_topic_score_codex":0.0000023223706,"about_ca_topic_score_gemma":0.000006173641,"teacher_disagreement_score":0.96359503,"about_ca_system_score_codex":0.00016012983,"about_ca_system_score_gemma":0.000031868378,"threshold_uncertainty_score":0.9996964},"labels":[],"label_agreement":null},{"id":"W2267923826","doi":"10.1115/detc2015-46862","title":"Nonlinear Harmonic Vibration Analysis of a Fully Clamped Micro-Beam","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Microbeam; Galerkin method; Nonlinear system; Vibration; Beam (structure); Harmonic balance; Harmonic; Amplitude; Parametric statistics; Physics; Multiple-scale analysis; Equations of motion; Parametric oscillator; Mathematical analysis; Control theory (sociology); Mechanics; Classical mechanics; Acoustics; Mathematics; Optics; Computer science","score_opus":0.019528925711403113,"score_gpt":0.241661593753478,"score_spread":0.2221326680420749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267923826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657503,0.00021608884,0.031920493,0.00004196361,0.000054850214,0.00005401862,0.0000061362016,0.00048821792,0.0014679594],"genre_scores_gemma":[0.95154154,0.00008468659,0.048090346,0.000017588301,0.000016202157,0.0000060843827,0.000019322573,0.000011868065,0.0002123682],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995924,0.0000011934846,0.00014981089,0.00008225849,0.00007108408,0.00010325831],"domain_scores_gemma":[0.999709,0.000011900302,0.000022804328,0.00018236799,0.000044436438,0.000029458186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047010613,0.00007157466,0.0001653187,0.00019688164,0.000008601891,0.000006323589,0.00008047547,0.00006623744,0.00002612155],"category_scores_gemma":[0.000023715505,0.00006251433,0.000058351696,0.00056009454,0.000020569389,0.00009191155,0.000020206682,0.00006101155,0.000011064049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068849004,0.00001673818,0.000099555866,0.000009161627,0.0002370982,0.0000010749767,0.00007112143,0.020009367,0.97613335,0.000120766046,0.00052918325,0.0027657032],"study_design_scores_gemma":[0.0001819679,0.000047596943,0.00047624545,0.0000032134346,0.00012521462,5.155891e-7,0.00023168843,0.032539,0.9629878,0.0002222296,0.0030781676,0.00010640768],"about_ca_topic_score_codex":0.000013337264,"about_ca_topic_score_gemma":0.00005539045,"teacher_disagreement_score":0.016169855,"about_ca_system_score_codex":0.00002637968,"about_ca_system_score_gemma":0.000009786703,"threshold_uncertainty_score":0.25492603},"labels":[],"label_agreement":null},{"id":"W2267972626","doi":"10.1115/imece2014-37280","title":"Design Specifications for Biaxial Navigation-Grade MEMS Accelerometers","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Accelerometer; Microelectromechanical systems; Proof mass; Computer science; Natural frequency; Sensitivity (control systems); Electronic engineering; Acoustics; Engineering; Materials science; Physics; Vibration","score_opus":0.08186047776654347,"score_gpt":0.26143071265715606,"score_spread":0.17957023489061258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267972626","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03387969,0.000029137327,0.9630899,0.0001513748,0.00020256948,0.00024398931,0.0000023484245,0.0010697301,0.0013312555],"genre_scores_gemma":[0.63104546,0.000048224196,0.3682722,0.000019572726,0.00008820172,0.00015935452,0.000012650892,0.000027066919,0.00032724717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995912,0.0000014142813,0.000110125686,0.0001017657,0.00004718873,0.00014832393],"domain_scores_gemma":[0.99962324,0.00014334646,0.000013860704,0.00017558115,0.00001795042,0.000026026559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059703172,0.0000803184,0.00008254075,0.000058718953,0.000055024957,0.00001870988,0.000121610035,0.000057986188,0.0000201307],"category_scores_gemma":[0.00003637761,0.000072999406,0.000030730065,0.000116554846,0.000025600235,0.00009296869,0.000008389608,0.000055194756,0.000029157614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031923532,0.000013707295,0.0000053602976,0.000021619631,0.000019939991,1.3061155e-7,0.00005319664,0.014642395,0.930118,0.009767801,0.007831666,0.037522968],"study_design_scores_gemma":[0.0003815236,0.00005847216,0.00017007078,0.000011945733,0.000009929021,0.0000024572626,0.000108676526,0.019028757,0.8721949,0.025107529,0.08266713,0.00025859993],"about_ca_topic_score_codex":0.0000017524104,"about_ca_topic_score_gemma":0.0000012424426,"teacher_disagreement_score":0.5971658,"about_ca_system_score_codex":0.000021545056,"about_ca_system_score_gemma":0.0000025092986,"threshold_uncertainty_score":0.2976829},"labels":[],"label_agreement":null},{"id":"W2272564855","doi":"10.1016/j.mechrescom.2016.01.009","title":"Modelling a micro-cantilever vibrating in vacuum, gas or liquid under thermal base excitation","year":2016,"lang":"en","type":"article","venue":"Mechanics Research Communications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Michael Smith Health Research BC; CMC Microsystems","keywords":"Cantilever; Excitation; Thermal; Materials science; Base (topology); Acoustics; Composite material; Mechanics; Physics; Thermodynamics; Engineering; Electrical engineering; Mathematics","score_opus":0.17475208640449882,"score_gpt":0.36512166187792694,"score_spread":0.19036957547342812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272564855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5104113,0.0008087518,0.48455286,0.0025732946,0.00005497586,0.00042703171,0.000018800809,0.0004724518,0.0006804688],"genre_scores_gemma":[0.93953556,0.0049068793,0.055127755,0.000016690017,0.000015083135,0.00021076828,0.000006729724,0.000046647958,0.00013387394],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875677,0.00008881138,0.0002730852,0.00018333318,0.00024773492,0.00045027517],"domain_scores_gemma":[0.9976847,0.0007662214,0.000027874381,0.0013035949,0.00015976171,0.000057832323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079873524,0.00012450099,0.000136158,0.00036901323,0.00024701422,0.000037757858,0.00086435245,0.00012590692,0.000056203065],"category_scores_gemma":[0.00018422707,0.00009321858,0.000033720888,0.00063523924,0.00007410472,0.00034181422,0.00045632536,0.000524956,0.000047706453],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002826898,0.000043061456,0.0000010011493,0.000018900066,0.000012265214,0.0000027134424,0.00033385598,0.017773965,0.95160997,0.025032936,0.000055892666,0.0050871414],"study_design_scores_gemma":[0.000663236,0.00013428443,0.0000088895795,0.00039162434,0.0000047102103,0.0000048063193,0.0015942577,0.70257616,0.23736711,0.054404333,0.002525777,0.00032479854],"about_ca_topic_score_codex":0.00005359866,"about_ca_topic_score_gemma":0.0003655589,"teacher_disagreement_score":0.7142429,"about_ca_system_score_codex":0.00023564647,"about_ca_system_score_gemma":0.0000695348,"threshold_uncertainty_score":0.3801343},"labels":[],"label_agreement":null},{"id":"W2273025295","doi":"10.1049/iet-cds.2015.0077","title":"Low‐power, parasitic‐insensitive interface circuit for capacitive microsensors","year":2016,"lang":"en","type":"article","venue":"IET Circuits Devices & Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Parasitic extraction; Capacitive sensing; Capacitor; Parasitic capacitance; Capacitance; CMOS; Electrical engineering; Topology (electrical circuits); Sensitivity (control systems); Electronic engineering; Switched capacitor; Engineering; Materials science; Physics; Voltage","score_opus":0.01594898279419842,"score_gpt":0.24075632920124354,"score_spread":0.2248073464070451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273025295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92427397,0.0024344896,0.06345174,0.000077876335,0.002476658,0.0012556929,0.00047399855,0.0018134059,0.0037421898],"genre_scores_gemma":[0.9985145,0.000145295,0.00007356549,0.000039422153,0.0001786344,0.00022031348,0.000006230105,0.00011088332,0.0007111612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980503,0.00002133576,0.0004939733,0.00049863535,0.0002008356,0.0007349357],"domain_scores_gemma":[0.99858654,0.00045663747,0.00013729607,0.00048317033,0.00021165061,0.00012472809],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018588234,0.0004190581,0.00055200385,0.00016314574,0.00011790157,0.00007751925,0.00030811777,0.0002809961,0.000011511699],"category_scores_gemma":[0.00010694996,0.0003269471,0.00014806648,0.00020152894,0.00017027653,0.0003543351,0.00002411697,0.00017083406,0.00019721195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009315046,0.00003139284,0.00008128833,0.00040919113,0.0002092151,0.000029092014,0.0009958931,0.0005095788,0.98017395,0.0016821749,0.0013243293,0.014544592],"study_design_scores_gemma":[0.001467555,0.00028105095,0.00085864204,0.0019304445,0.000065191045,0.00017669953,0.004393921,0.0002489002,0.9345653,0.0007403415,0.05404282,0.001229137],"about_ca_topic_score_codex":0.000022633616,"about_ca_topic_score_gemma":0.000049997143,"teacher_disagreement_score":0.07424054,"about_ca_system_score_codex":0.00026216626,"about_ca_system_score_gemma":0.000023146795,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W2286408521","doi":"10.1109/jmems.2015.2488540","title":"Improving Sensitivity of Resonant Sensor Systems Through Strong Mechanical Coupling","year":2015,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensitivity (control systems); Resonator; Coupling (piping); Microfabrication; SIGNAL (programming language); Eigenvalues and eigenvectors; Amplitude; Physics; Materials science; Optoelectronics; Electronic engineering; Computer science; Engineering; Optics; Quantum mechanics","score_opus":0.023963671806324516,"score_gpt":0.24057913019589688,"score_spread":0.21661545838957236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286408521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6206147,0.0058999825,0.37120822,0.00003187793,0.0017250702,0.00027484843,0.000014530332,0.00019439991,0.00003637823],"genre_scores_gemma":[0.9946404,0.00027714082,0.0046024555,0.0000039681086,0.000381321,0.000005390957,0.0000011917773,0.00006266167,0.000025461928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972991,0.000064841246,0.0012826464,0.00021888084,0.00056226755,0.0005722733],"domain_scores_gemma":[0.9981304,0.00025372207,0.0006406235,0.00032647265,0.0004518847,0.00019690015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018564869,0.0002993838,0.0010301098,0.00015521578,0.000048714486,0.000052412866,0.00028020472,0.00033267398,0.0000012291207],"category_scores_gemma":[0.00040012583,0.00024561383,0.00021164134,0.00030125765,0.00004369581,0.00030779303,0.000081786275,0.00078649836,0.000004460648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006632361,0.00004340515,0.000003782652,0.00019980408,0.00011902461,0.00011388527,0.000041672913,0.014920219,0.9807729,0.0026136206,0.00026206832,0.0008432905],"study_design_scores_gemma":[0.001985389,0.0016992257,0.000006071407,0.00094937097,0.0001582582,0.0037552281,0.0028189104,0.28648716,0.69618636,0.0005981854,0.004698797,0.0006570083],"about_ca_topic_score_codex":0.0001485917,"about_ca_topic_score_gemma":0.000010090084,"teacher_disagreement_score":0.37402573,"about_ca_system_score_codex":0.00042534037,"about_ca_system_score_gemma":0.00010390544,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W2310543875","doi":"10.1109/isiss.2016.7435554","title":"Dual mode resonant capacitive MEMS accelerometer","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Proof mass; Capacitive sensing; Accelerometer; Resonator; Capacitance; Microelectromechanical systems; Acceleration; Materials science; Electrode; Displacement (psychology); Optoelectronics; Fabrication; Acoustics; Electrical engineering; Physics; Engineering","score_opus":0.01581905180222847,"score_gpt":0.22852435707328,"score_spread":0.21270530527105153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310543875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93366617,0.00014176006,0.04354584,0.000281057,0.00024763946,0.00009642632,0.000030386682,0.0019577185,0.02003301],"genre_scores_gemma":[0.9930593,0.0002750873,0.0038315188,0.00001781245,0.000038304657,0.000019159132,3.9458322e-7,0.000020157313,0.002738277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953,7.963348e-7,0.000087118875,0.00010925047,0.000065241315,0.00020756546],"domain_scores_gemma":[0.99974567,0.000036818637,0.000007423459,0.00016634689,0.000013857923,0.000029871228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002049173,0.00009420342,0.00009366318,0.00005461035,0.000019939529,0.0000060995144,0.00007293952,0.00006825098,0.00018386148],"category_scores_gemma":[0.00002050245,0.000052705764,0.000027609154,0.00006385835,0.000046697493,0.00015148729,0.00003051967,0.00005830956,0.000104131876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002147776,0.0000033871527,0.00000889718,0.0000030025408,0.000012262011,0.0000056056892,0.00003130825,0.000025663634,0.8715563,0.001987637,0.0017456075,0.12461819],"study_design_scores_gemma":[0.0002017297,0.000027604998,0.0004693263,0.000021776708,0.0000025832699,0.0000056590093,0.000062211875,0.00013266155,0.97054476,0.005242371,0.02312115,0.00016815486],"about_ca_topic_score_codex":0.000008282031,"about_ca_topic_score_gemma":0.000029084424,"teacher_disagreement_score":0.124450035,"about_ca_system_score_codex":0.00003659947,"about_ca_system_score_gemma":0.000002416191,"threshold_uncertainty_score":0.21492787},"labels":[],"label_agreement":null},{"id":"W2314051557","doi":"10.1142/9789812770097_0042","title":"DYNAMIC MODELING OF AN ELECTROSTATIC ACTUATED CANTILEVERED MICROMIRROR","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Electrostatics; Materials science; Computer science; Mechanical engineering; Aerospace engineering; Engineering; Physics","score_opus":0.00742303206217017,"score_gpt":0.2420584080221386,"score_spread":0.23463537595996842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314051557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89557993,0.000064531356,0.10323427,0.000004845735,0.000038696668,0.00006683269,0.0000029721016,0.0005723133,0.0004355835],"genre_scores_gemma":[0.9293383,0.000045955338,0.070529334,0.000006639125,0.000001921293,0.0000015550897,0.0000064939486,0.000020339132,0.000049484373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946153,7.5303507e-7,0.0001683065,0.00008773702,0.000052343177,0.00022933127],"domain_scores_gemma":[0.99976146,0.000013978703,0.000015079389,0.0001573604,0.000023189978,0.000028907212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006046392,0.00008896637,0.00012127422,0.0000957201,0.000016423497,0.0000035633436,0.00009326421,0.00006385421,0.00001302262],"category_scores_gemma":[0.000010900996,0.00008164668,0.000020729904,0.00013282229,0.000016242273,0.00009548852,0.000010477059,0.00009119927,0.0000030256087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071395552,0.000008275358,0.0000015126393,0.000014959669,0.000009868413,0.000002969529,0.0000416521,0.012797891,0.98115855,0.00006703196,0.0000050025437,0.0058851345],"study_design_scores_gemma":[0.00015279994,0.000035121022,0.00009302841,0.000008927004,0.0000044368735,0.0000042778506,0.00016349726,0.41656128,0.58177954,0.0010680141,0.000025754598,0.00010330484],"about_ca_topic_score_codex":0.000055358993,"about_ca_topic_score_gemma":0.00046767932,"teacher_disagreement_score":0.40376338,"about_ca_system_score_codex":0.000041012303,"about_ca_system_score_gemma":0.0000067031224,"threshold_uncertainty_score":0.3329455},"labels":[],"label_agreement":null},{"id":"W2322309051","doi":"10.2514/6.2012-264","title":"Elaboration of Robust Integrated Thermal Flow Sensors for Time and Spatial Resolved Aerodynamic Measurements","year":2012,"lang":"en","type":"article","venue":"50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Aerodynamics; Elaboration; Flow (mathematics); Thermal; Aerodynamic heating; Computer science; Aerospace engineering; Environmental science; Mechanics; Engineering; Meteorology; Physics; Heat transfer","score_opus":0.02457452090028353,"score_gpt":0.2475052088276998,"score_spread":0.22293068792741627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322309051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638843,0.0012422963,0.03229784,0.0010516124,0.00042822518,0.0005406747,0.000025527503,0.00032078623,0.00020872672],"genre_scores_gemma":[0.96293414,0.00019389461,0.036558695,0.00001580014,0.00014049489,0.000030496487,0.000015909924,0.00003367496,0.00007689603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844164,0.000039648214,0.00029796135,0.00030164386,0.00030944406,0.0006096577],"domain_scores_gemma":[0.9992453,0.00017096389,0.0001801732,0.00019775552,0.000091015965,0.0001147803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009007246,0.00028536216,0.00028555878,0.00012002157,0.0008061843,0.00010273155,0.0002053638,0.00015316301,0.0000026645835],"category_scores_gemma":[0.00023645192,0.0002155076,0.000055304605,0.00046982872,0.00037014537,0.0005950139,0.00012141828,0.00019139395,0.0000019982351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044100234,0.000019190804,0.0013623072,0.000026842321,0.000027949054,1.1755155e-7,0.0006361164,0.02990835,0.9604852,0.00018293773,0.0006722666,0.0066346037],"study_design_scores_gemma":[0.0020325352,0.0012767217,0.0034847958,0.00068972143,0.00017922002,0.000020171228,0.006961716,0.20876034,0.7740668,0.00076249253,0.0007005393,0.0010649469],"about_ca_topic_score_codex":0.00015972965,"about_ca_topic_score_gemma":0.0002989728,"teacher_disagreement_score":0.18641841,"about_ca_system_score_codex":0.000086306514,"about_ca_system_score_gemma":0.000033096316,"threshold_uncertainty_score":0.8788145},"labels":[],"label_agreement":null},{"id":"W2322418826","doi":"10.1115/imece2009-12790","title":"Design and Modelling of a MEMS Capacitive Temperature Sensor With Linear Capacitance-Temperature Response","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive sensing; Capacitance; Materials science; Linearity; Sensitivity (control systems); Finite element method; Temperature measurement; Microelectromechanical systems; Compensation (psychology); Electrode; Fabrication; Actuator; Electronic engineering; Optoelectronics; Electrical engineering; Engineering; Structural engineering","score_opus":0.015986193241082417,"score_gpt":0.20804906011211255,"score_spread":0.19206286687103014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322418826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9318551,0.00066677155,0.06640431,0.00012638964,0.000027034688,0.00023272623,0.000008895011,0.0004810543,0.00019774417],"genre_scores_gemma":[0.8451754,0.00032522806,0.15414661,0.000038055372,0.000019840018,0.00000759801,0.0000012238811,0.000021934116,0.00026410422],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993059,0.000010766745,0.00015173666,0.00019647143,0.00011099944,0.00022413861],"domain_scores_gemma":[0.99954134,0.00009385633,0.000026123933,0.00021049342,0.00007941083,0.00004878937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011100187,0.00021035643,0.00025574595,0.00010042534,0.000054304477,0.000015165995,0.00007165187,0.00020552482,0.0000038574076],"category_scores_gemma":[0.000021995604,0.00015175242,0.000023341108,0.00022252664,0.000089387686,0.00016281714,0.000004521567,0.00032812968,8.438864e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026919736,0.000007725146,8.563215e-7,0.000014221707,0.000017716295,0.000016211081,0.00040118702,0.22838809,0.77047604,0.00015213633,0.000072048315,0.00018457953],"study_design_scores_gemma":[0.00039747462,0.00033582246,0.000032838117,0.000108032094,0.000011857331,0.000041519863,0.0007938779,0.015339909,0.9820431,0.00052286155,0.00012492844,0.0002478153],"about_ca_topic_score_codex":0.0000024796805,"about_ca_topic_score_gemma":0.0000017736355,"teacher_disagreement_score":0.21304819,"about_ca_system_score_codex":0.000024644605,"about_ca_system_score_gemma":0.000013870293,"threshold_uncertainty_score":0.6188284},"labels":[],"label_agreement":null},{"id":"W2325230155","doi":"10.1149/04514.0025ecst","title":"Modeling a Novel MEMS Gyroscope","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Multiphysics; Vibrating structure gyroscope; Microelectromechanical systems; Thermal; Rotation (mathematics); Acceleration; Mechanical engineering; Angular velocity; Aerospace engineering; Physics; Finite element method; Engineering; Mechanics; Computer science; Classical mechanics; Structural engineering; Optoelectronics","score_opus":0.014924206763626904,"score_gpt":0.21251427189968589,"score_spread":0.19759006513605898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325230155","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17998424,0.00015856039,0.81608295,0.000095827374,0.0002359114,0.000103419894,0.0000053529775,0.001092338,0.0022413845],"genre_scores_gemma":[0.9784547,0.00018314573,0.020926481,0.000012502099,0.000021765276,0.00009572992,9.894331e-7,0.000024973739,0.0002796755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957895,3.886326e-7,0.00010265139,0.00009163008,0.000052085692,0.00017428193],"domain_scores_gemma":[0.99977994,0.000009352037,0.0000042426905,0.00015156198,0.000018479885,0.000036395588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000013416791,0.000089719135,0.00008186818,0.000058812228,0.000073676434,0.000020095622,0.00007711233,0.00006947496,0.00019450665],"category_scores_gemma":[0.0000026736013,0.000087791675,0.00003974023,0.00012468087,0.000017187544,0.00024208297,0.0000018693577,0.00017060856,0.00012655475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.61574e-7,0.000012171028,2.5101318e-7,0.0000072793437,0.000011703579,1.9659666e-7,0.00004558603,0.58422494,0.409223,0.000052501742,0.00006447749,0.0063576503],"study_design_scores_gemma":[0.0002985079,0.000019617213,0.000030867675,0.000023823404,0.000016322027,0.000009107271,0.00032836266,0.81107426,0.17910086,0.0015180697,0.0072938367,0.0002863738],"about_ca_topic_score_codex":0.000053070544,"about_ca_topic_score_gemma":0.000031877877,"teacher_disagreement_score":0.7984705,"about_ca_system_score_codex":0.00002570401,"about_ca_system_score_gemma":0.000004252915,"threshold_uncertainty_score":0.35800403},"labels":[],"label_agreement":null},{"id":"W2329609408","doi":"10.4236/wjm.2016.63008","title":"Analysis and Design of Thermally Actuated Micro-Cantilevers for High Frequency Vibrations Using Finite Element Method","year":2016,"lang":"en","type":"article","venue":"World Journal of Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Cantilever; Natural frequency; Bimorph; Finite element method; Beam (structure); Vibration; Actuator; Frequency response; Acoustics; Materials science; Modal analysis; Structural engineering; Parametric statistics; Bending; Harmonic; Piezoelectricity; Engineering; Physics; Electrical engineering","score_opus":0.02494229984182254,"score_gpt":0.2644896205043631,"score_spread":0.23954732066254056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329609408","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032538325,0.00029097492,0.9668376,0.0000840868,0.000097764976,0.00010100411,0.000020784808,0.00002615899,0.0000033126869],"genre_scores_gemma":[0.43711856,0.00040940932,0.56242347,0.00000827255,0.000014032363,0.0000019160902,4.0725382e-7,0.000012015718,0.000011902756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993267,0.000013070133,0.000359376,0.000071640025,0.00009375789,0.00013545375],"domain_scores_gemma":[0.9992549,0.00025656677,0.00022581332,0.00011105967,0.00011842599,0.000033243086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029623118,0.00010019617,0.00026653075,0.00043061492,0.000036964004,0.000008253187,0.000113179136,0.000045736928,0.000025915795],"category_scores_gemma":[0.000073767034,0.00007015436,0.000085534026,0.00036157656,0.000010682327,0.00014591789,0.000016240589,0.00007639761,1.2848965e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016871905,0.0000081644885,0.000010591703,0.000011028896,0.0004393255,0.0000020387927,0.00003211303,0.038699932,0.9445466,0.001288947,0.000012482053,0.014931953],"study_design_scores_gemma":[0.00063988677,0.00010240246,0.000049277656,0.00008825912,0.0005721488,0.0000066811967,0.000059965645,0.029799918,0.9523317,0.016097963,0.000117151314,0.00013463252],"about_ca_topic_score_codex":0.0000030442945,"about_ca_topic_score_gemma":0.000018367331,"teacher_disagreement_score":0.40458024,"about_ca_system_score_codex":0.000051448624,"about_ca_system_score_gemma":0.000025006279,"threshold_uncertainty_score":0.2860812},"labels":[],"label_agreement":null},{"id":"W2333452889","doi":"10.3166/jesa.44.727-742","title":"Capteur de force résonant macroscopique pour la mesure de microforces","year":2010,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physics","score_opus":0.008846454650843967,"score_gpt":0.2540650487367685,"score_spread":0.24521859408592453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333452889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138735,0.018575605,0.0587314,0.0017278533,0.0023134942,0.0002400894,0.000055593526,0.0009848749,0.0034975864],"genre_scores_gemma":[0.6746321,0.011272123,0.28810558,0.000119567216,0.0010414216,0.000024968931,0.0000025220024,0.00028132153,0.02452046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99692935,0.00016333285,0.0008062122,0.0003431687,0.00031315786,0.0014447687],"domain_scores_gemma":[0.9981604,0.0003720414,0.00037843647,0.00046480482,0.0001837174,0.00044056165],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012230332,0.000599691,0.0006381258,0.00026471086,0.00047904367,0.00047997266,0.0007567605,0.0007340629,0.00029707575],"category_scores_gemma":[0.00066311064,0.00056739815,0.0003124737,0.0003278238,0.00043188254,0.00061608496,0.00017913754,0.002642177,0.00016882675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001016643,0.000058484715,0.0013342025,0.0006154469,0.00018092796,0.0011549535,0.001210634,0.0016343814,0.728073,0.0054224143,0.0061293542,0.25417602],"study_design_scores_gemma":[0.0018472872,0.00031182193,0.25570208,0.003920535,0.00038876268,0.05577184,0.0011462076,0.02826166,0.37421432,0.1293548,0.14728567,0.0017950059],"about_ca_topic_score_codex":0.00021458018,"about_ca_topic_score_gemma":0.00025122677,"teacher_disagreement_score":0.3538587,"about_ca_system_score_codex":0.00054191466,"about_ca_system_score_gemma":0.00043182488,"threshold_uncertainty_score":0.9996778},"labels":[],"label_agreement":null},{"id":"W2333810935","doi":"10.1007/s00542-012-1491-3","title":"A passive mechanism for thermal stress regulation in micro-machined beam-type structures","year":2012,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CMC Microsystems","keywords":"Mechanism (biology); Beam (structure); Residual stress; Stress (linguistics); Finite element method; Thermal; Fabrication; Materials science; Structural engineering; Compliant mechanism; Electric field; Electrode; Mechanical engineering; Mechanics; Engineering; Composite material; Physics","score_opus":0.008530119412946395,"score_gpt":0.2227986993947916,"score_spread":0.2142685799818452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333810935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855028,0.0024209884,0.006163113,0.000106687454,0.0005901426,0.00078593654,0.00009782897,0.004277443,0.00005506169],"genre_scores_gemma":[0.9867373,0.00012647225,0.012754761,0.000006649374,0.000045110544,0.00020248239,0.000027212865,0.000055157143,0.000044814853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875087,0.0000047491053,0.00032929724,0.00023527467,0.000096850374,0.00058298354],"domain_scores_gemma":[0.9993098,0.000074924275,0.00008795657,0.0004389491,0.00006716389,0.000021233911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000980133,0.0002869975,0.00033216501,0.0002986921,0.0000950059,0.000031786607,0.000366671,0.00053154194,0.0000035682117],"category_scores_gemma":[0.00013402461,0.00024844025,0.000063891144,0.00031897647,0.000072709096,0.00024503694,0.000116972806,0.0002836803,0.000006742603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014840018,0.000015041428,0.00036494606,0.00021457353,0.000025893574,0.0000014465513,0.00013571123,0.00055170077,0.9782298,0.01091165,0.000115359675,0.009418991],"study_design_scores_gemma":[0.00036526337,0.000044399625,0.0014589991,0.00010553883,0.000010733444,0.000010187967,0.0015611179,0.00018783732,0.9814816,0.013973188,0.00049976463,0.0003013381],"about_ca_topic_score_codex":0.0000139086915,"about_ca_topic_score_gemma":0.00006116937,"teacher_disagreement_score":0.009117654,"about_ca_system_score_codex":0.00016059543,"about_ca_system_score_gemma":0.0000076175156,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W2335507578","doi":"10.1115/imece2007-42556","title":"A Novel Highly Tunable Butterfly-Type MEMS Capacitor","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Capacitor; Capacitance; Materials science; Microelectromechanical systems; Voltage; Resistive touchscreen; Nonlinear system; Resonator; Stiffness; Electronic engineering; Optoelectronics; Electrical engineering; Engineering; Physics; Electrode","score_opus":0.013330291581876388,"score_gpt":0.22107333319692182,"score_spread":0.20774304161504542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335507578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80734706,0.0002788788,0.1595184,0.000076508804,0.0010879941,0.00010810218,0.0000028259956,0.0027799583,0.02880024],"genre_scores_gemma":[0.967288,0.00005968416,0.030063182,0.000059896473,0.00012878409,0.000003913614,0.0000016504791,0.000029576331,0.002365324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993426,2.2659351e-7,0.00013431598,0.000117190604,0.000082840466,0.0003228339],"domain_scores_gemma":[0.9996791,0.000026625285,0.000011080333,0.00020806571,0.000027271848,0.000047879577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061819985,0.000117437005,0.00011276564,0.00008093457,0.00003424928,0.000012296492,0.00011999093,0.00010633161,0.000055803834],"category_scores_gemma":[0.000021928096,0.000101471225,0.000025604568,0.00020044668,0.000031278094,0.00011807109,0.000025641079,0.00014025657,0.00009812004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035025228,0.000010522575,0.0000273545,0.000011489014,0.000010675534,0.0000055841056,0.000026084428,0.00024480763,0.98902726,0.001359519,0.0028229693,0.006450229],"study_design_scores_gemma":[0.00018219095,0.00002767679,0.00031761007,0.000008479698,0.000003418579,0.000011023926,0.00018042345,0.00021734483,0.8747927,0.00049842166,0.1235791,0.00018163302],"about_ca_topic_score_codex":0.000045428616,"about_ca_topic_score_gemma":0.000053432428,"teacher_disagreement_score":0.1599409,"about_ca_system_score_codex":0.000048157417,"about_ca_system_score_gemma":0.0000040149716,"threshold_uncertainty_score":0.41378766},"labels":[],"label_agreement":null},{"id":"W2338696771","doi":"10.1088/0960-1317/26/5/057001","title":"A novel technique for die-level post-processing of released optical MEMS","year":2016,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Active Ethernet Passive Optical Networks Over λ MultipleXing (Canada); Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Die (integrated circuit); Microelectromechanical systems; Materials science; Optoelectronics; Engineering; Nanotechnology","score_opus":0.013503062495979523,"score_gpt":0.21458471096248197,"score_spread":0.20108164846650245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338696771","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2322955,0.001967171,0.76529247,0.0000850756,0.00013998688,0.00012045813,0.000040276303,0.00005473755,0.000004315543],"genre_scores_gemma":[0.7776922,0.0014022382,0.22076257,0.000010196274,0.000054416283,0.000009817291,5.3987736e-7,0.000052393643,0.000015666345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911034,8.254262e-7,0.00043524813,0.00010489993,0.00007935977,0.0002693483],"domain_scores_gemma":[0.99942946,0.000067656554,0.00012879694,0.000110072055,0.00019050817,0.00007350718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019626154,0.00017110379,0.00034055967,0.00022911902,0.00002701611,0.000012462942,0.00016107154,0.00013019092,0.0000014348848],"category_scores_gemma":[0.000106468724,0.00012543493,0.00010460623,0.000084062835,0.000026329597,0.00016169464,0.000041103605,0.00015392619,1.723804e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023914747,0.000017120214,3.7210154e-7,0.00020251471,0.00003334134,0.000004564778,0.000027887492,0.00009335742,0.9655366,0.0002367635,0.000024824289,0.033798758],"study_design_scores_gemma":[0.0007707005,0.00018524218,0.000018729974,0.0006192198,0.00002779628,0.00028868712,0.00006653469,0.0004117435,0.9952087,0.0004446313,0.0017900591,0.0001679663],"about_ca_topic_score_codex":8.1580987e-7,"about_ca_topic_score_gemma":0.0000010633515,"teacher_disagreement_score":0.5453967,"about_ca_system_score_codex":0.000056465367,"about_ca_system_score_gemma":0.000023256856,"threshold_uncertainty_score":0.5115088},"labels":[],"label_agreement":null},{"id":"W2342668261","doi":"10.31438/trf.hh2000.21","title":"A Micromachined Pendulous Oscillating Gyroscopic Accelerometer","year":2000,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Prairie Oat Growers Association; Georgia Institute of Technology","keywords":"Deep reactive-ion etching; Gyroscope; Wafer; Accelerometer; Gimbal; Rotor (electric); Materials science; Silicon; Moment of inertia; Angular velocity; Etching (microfabrication); Acceleration; Torque; Layer (electronics); Optoelectronics; Acoustics; Physics; Electrical engineering; Engineering; Nanotechnology; Reactive-ion etching; Aerospace engineering; Classical mechanics","score_opus":0.00443730732298485,"score_gpt":0.18488536322942992,"score_spread":0.18044805590644505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342668261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94593453,0.00019184321,0.00056782254,0.000023502957,0.00007683901,0.000066259716,0.0000017306666,0.0016938405,0.051443636],"genre_scores_gemma":[0.9691736,0.00015303447,0.02778931,0.000044132335,0.000029430113,0.000009397478,0.0000016634524,0.0000247999,0.0027746314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995034,0.0000011345743,0.00011485252,0.000114263494,0.000052525436,0.00021386864],"domain_scores_gemma":[0.9997726,0.000012893151,0.0000062016675,0.00017556763,0.0000048636875,0.000027845468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001961756,0.00010952719,0.00011007282,0.000046892696,0.000042731936,0.000019843199,0.000107957465,0.000063193715,0.0018759224],"category_scores_gemma":[0.0000051455677,0.00009306984,0.000030068912,0.00012328239,0.000018856075,0.00010154466,0.000016105778,0.000113738664,0.00020152544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026905668,0.000009511904,0.00015109101,0.000022243043,0.000019432799,0.000009468925,0.00006646201,0.0007916219,0.6642901,0.00013909896,0.0011502948,0.33334804],"study_design_scores_gemma":[0.0011415292,0.00015468626,0.007516246,0.000067441135,0.00001882674,0.000056166507,0.00013442263,0.010467422,0.8577018,0.0039475127,0.117753774,0.0010401899],"about_ca_topic_score_codex":0.000013230486,"about_ca_topic_score_gemma":0.000012924362,"teacher_disagreement_score":0.33230785,"about_ca_system_score_codex":0.000020976053,"about_ca_system_score_gemma":0.0000019730285,"threshold_uncertainty_score":0.9990365},"labels":[],"label_agreement":null},{"id":"W2370845745","doi":"","title":"Static Characteristics Analysis of Micro-actuator Based on Micro-stereolithography","year":2001,"lang":"en","type":"article","venue":"Machine Dvevlpment","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Stereolithography; Actuator; Deflection (physics); Materials science; Electrode; Fabrication; Mechanical engineering; Displacement (psychology); Composite material; Optics; Engineering; Electrical engineering; Physics","score_opus":0.006929813751293513,"score_gpt":0.22477459563147498,"score_spread":0.21784478188018147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370845745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910401,0.00010736785,0.0075473725,0.000099183264,0.00011718708,0.0001495416,0.00017826521,0.0003016544,0.00045934037],"genre_scores_gemma":[0.9847318,0.00021514126,0.01466948,0.00016035707,0.0000125680535,0.000023915905,0.00010871435,0.000029818799,0.00004821526],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990729,0.0000067067112,0.0003316398,0.00018577499,0.00014900233,0.0002539624],"domain_scores_gemma":[0.9993873,0.0000534559,0.000076910816,0.00040151027,0.000025709278,0.00005507095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007404941,0.0002102612,0.00038993484,0.0005974668,0.000036660414,0.000012682412,0.00016126926,0.0000628139,0.00011661329],"category_scores_gemma":[0.000016679787,0.00018787442,0.00016577945,0.00074331166,0.000046342717,0.00003330086,0.000025954881,0.0001388594,0.000008582241],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018186863,0.0006329803,0.044847816,0.00037864872,0.002241555,0.000093962655,0.0004176029,0.026052559,0.86638737,0.00018554924,0.00060508586,0.05797503],"study_design_scores_gemma":[0.0022022498,0.0006142303,0.4009476,0.00025695763,0.0015957602,0.0000066022926,0.00023218995,0.15401238,0.38496426,0.00030207602,0.05336018,0.0015055011],"about_ca_topic_score_codex":0.000014660095,"about_ca_topic_score_gemma":0.000010492778,"teacher_disagreement_score":0.48142308,"about_ca_system_score_codex":0.00005325045,"about_ca_system_score_gemma":0.0000059152253,"threshold_uncertainty_score":0.7661296},"labels":[],"label_agreement":null},{"id":"W2403795476","doi":"10.1016/j.sbsr.2016.05.005","title":"Optimized design of micromachined electric field mills to maximize electrostatic field sensitivity","year":2016,"lang":"en","type":"article","venue":"Sensing and Bio-Sensing Research","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shutter; Electric field; Electrode; SIGNAL (programming language); Sense (electronics); Perforation; Sensitivity (control systems); Surface micromachining; Parametric statistics; Materials science; Acoustics; Shielded cable; Electrical engineering; Field (mathematics); Optics; Optoelectronics; Computer science; Electronic engineering; Engineering; Physics; Fabrication; Mathematics; Composite material","score_opus":0.028439079251706592,"score_gpt":0.29864191601589507,"score_spread":0.2702028367641885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403795476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7474056,0.0003291085,0.24982859,0.0015892083,0.00009536018,0.0003162213,0.0000028171278,0.00029341405,0.00013970093],"genre_scores_gemma":[0.90541816,0.0006493171,0.0936615,0.000080692145,0.00004470012,7.4117617e-7,6.373527e-7,0.0000374697,0.00010676831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982437,0.00011893969,0.00027245673,0.00034729607,0.00028222732,0.0007353927],"domain_scores_gemma":[0.9963945,0.0028943561,0.000033925753,0.00036120226,0.00019903708,0.00011698035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093557505,0.00021274408,0.00037436953,0.0004900439,0.0001675698,0.000042558713,0.00007833232,0.0001924053,0.0000034556847],"category_scores_gemma":[0.0016526083,0.00015703421,0.000052636493,0.0006593642,0.00008215267,0.00006738567,0.000091091715,0.0003842196,0.00000892758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015436845,0.0000070088813,0.0000056128347,0.000028549905,0.00002400638,0.000046312925,0.00006253762,0.00018709543,0.7752401,0.000007955311,0.00094966684,0.22328673],"study_design_scores_gemma":[0.0005037552,0.000400067,0.00006156556,0.0002580821,0.00000984174,0.00008327804,0.00005640327,0.011958899,0.9852618,0.0009914435,0.00018752593,0.00022731748],"about_ca_topic_score_codex":0.00017122716,"about_ca_topic_score_gemma":0.000024731482,"teacher_disagreement_score":0.22305942,"about_ca_system_score_codex":0.000076266835,"about_ca_system_score_gemma":0.000038586957,"threshold_uncertainty_score":0.640367},"labels":[],"label_agreement":null},{"id":"W2410329342","doi":"10.1109/icra.2016.7487244","title":"A model compensation-prediction scheme for control of micromanipulation systems with a single feedback loop","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Settling time; Compensation (psychology); PID controller; Computer science; Overshoot (microwave communication); Noise (video); Transformation (genetics); Feedback loop; Control system; Observer (physics); Controller (irrigation); LTI system theory; Scheme (mathematics); Control engineering; Step response; Linear system; Control (management); Engineering; Artificial intelligence; Mathematics; Temperature control","score_opus":0.023413205228957037,"score_gpt":0.20562602949268546,"score_spread":0.18221282426372842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410329342","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23903151,0.00005196708,0.7599188,0.00003730451,0.000043283035,0.00026800565,0.000025479007,0.0003471243,0.0002765167],"genre_scores_gemma":[0.9747221,0.000008313685,0.024986625,0.0000040288655,0.000015960433,0.00005355237,0.0000039686774,0.000017082113,0.00018837836],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996022,9.786737e-7,0.0001514069,0.00008609384,0.000057358877,0.000101955775],"domain_scores_gemma":[0.99971586,0.000038118033,0.000039148497,0.000118980606,0.00007359519,0.000014304388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000313366,0.000076318574,0.00012472972,0.0000496434,0.000018997682,0.0000057686025,0.000041810163,0.00005872195,0.0000018616252],"category_scores_gemma":[0.000011486587,0.000048371898,0.000020122081,0.00004863111,0.000026762656,0.00013795859,0.000004178645,0.000019964275,0.0000016147526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025171204,0.0000105453,0.000082132654,0.000047150425,0.000022348298,6.24497e-8,0.000008289329,0.10731918,0.8871645,0.004442285,0.00011204365,0.00076633785],"study_design_scores_gemma":[0.0016454735,0.00013106916,0.00013742862,0.00011839661,0.000014345686,0.0000028611314,0.000059699894,0.88078636,0.11578014,0.001019996,0.00019614666,0.000108088214],"about_ca_topic_score_codex":0.0000038024266,"about_ca_topic_score_gemma":0.0000065318404,"teacher_disagreement_score":0.7734672,"about_ca_system_score_codex":0.000045762758,"about_ca_system_score_gemma":0.0000049799532,"threshold_uncertainty_score":0.19725488},"labels":[],"label_agreement":null},{"id":"W2463000385","doi":"10.1016/j.ymssp.2016.06.005","title":"A mechanical–thermal noise analysis of a nonlinear microgyroscope","year":2016,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Noise (video); Control theory (sociology); Rotation (mathematics); Thermal; Acoustics; Mechanics; Mathematics; Physics; Computer science; Thermodynamics; Geometry","score_opus":0.011544658526418741,"score_gpt":0.23072841301567595,"score_spread":0.2191837544892572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463000385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76350045,0.002361839,0.23335955,0.000045693843,0.00008189261,0.00016003994,0.000024774065,0.00036015228,0.00010562453],"genre_scores_gemma":[0.99590766,0.00011634662,0.0038116428,0.000010037311,0.000049937524,0.000022246395,0.0000015831986,0.000028005454,0.000052559688],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880534,0.000012287512,0.00044352646,0.0002696374,0.00017468251,0.00029450833],"domain_scores_gemma":[0.99949574,0.00007643064,0.00009578318,0.00017354291,0.00006588982,0.00009258675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022113185,0.00019108196,0.0005451555,0.0001801186,0.00006563379,0.000033562395,0.00015549014,0.00018685764,0.000023642859],"category_scores_gemma":[0.00002721192,0.00012244994,0.00010324459,0.0004935057,0.000055759476,0.00015687718,0.0000651711,0.000116239346,0.0000032651021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001497734,0.00001875776,0.000019328067,0.0001335591,0.00015461055,0.000004709236,0.000017674041,0.00037947888,0.94643927,0.00056901225,0.0000075917615,0.05224104],"study_design_scores_gemma":[0.00090647367,0.00022019193,0.00014050254,0.00078294607,0.00059460645,0.000015666395,0.00021437225,0.186159,0.80702674,0.00059722504,0.0027484517,0.0005938417],"about_ca_topic_score_codex":0.000016658243,"about_ca_topic_score_gemma":0.0000075644116,"teacher_disagreement_score":0.2324072,"about_ca_system_score_codex":0.000032190077,"about_ca_system_score_gemma":0.00001354206,"threshold_uncertainty_score":0.49933636},"labels":[],"label_agreement":null},{"id":"W2465181174","doi":"10.3390/s16070959","title":"Experimental Analysis of Bisbenzocyclobutene Bonded Capacitive Micromachined Ultrasonic Transducers","year":2016,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Materials science; Laser Doppler vibrometer; Ultrasonic sensor; Electromechanical coupling coefficient; Capacitive sensing; Transducer; Diaphragm (acoustics); Acoustics; Optoelectronics; Optics; Vibration; Piezoelectricity; Electrical engineering; Composite material","score_opus":0.007481537455160886,"score_gpt":0.2211634179171594,"score_spread":0.2136818804619985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465181174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751174,0.00029974998,0.00084986846,0.00004489566,0.0000823809,0.00007506934,0.00008667309,0.0003771237,0.0006724764],"genre_scores_gemma":[0.9978761,0.0001313956,0.0018202392,0.00000559912,0.000009786168,0.0000071162963,0.000004602732,0.00002167757,0.00012347911],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993429,0.00000508183,0.00018345128,0.00016116147,0.00009030437,0.00021709902],"domain_scores_gemma":[0.9996409,0.000057170437,0.000031885415,0.00021368521,0.000017431767,0.00003892712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002975144,0.00014644256,0.00028374916,0.0002571428,0.000022748494,0.0000030536282,0.00010119018,0.0000826479,0.00007158113],"category_scores_gemma":[0.000016420741,0.00010500002,0.00016102288,0.00042935027,0.00011269583,0.000058760583,0.000007565106,0.00006148692,0.0000062335207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001054466,0.000014552164,0.00007115243,0.0000046104155,0.00044084855,0.0000037885222,0.00028948725,0.0013483053,0.99623656,0.00017030496,0.000028890732,0.001380979],"study_design_scores_gemma":[0.00033794137,0.00003598537,0.0022369917,0.0000151221875,0.0001228599,0.0000019853212,0.00055660034,0.00027109982,0.9959284,0.000076480435,0.00025995544,0.00015659192],"about_ca_topic_score_codex":0.000023819619,"about_ca_topic_score_gemma":0.000023917912,"teacher_disagreement_score":0.0021658393,"about_ca_system_score_codex":0.000072226205,"about_ca_system_score_gemma":0.0000042215615,"threshold_uncertainty_score":0.42817765},"labels":[],"label_agreement":null},{"id":"W247083122","doi":"10.1109/mnrc15848.2009.5338953","title":"A study of 2-dimensional electrostatic torsional micromirror","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gimbal; Microelectromechanical systems; Finite element method; Surface micromachining; Software; Torsion (gastropod); Mechanical engineering; Computer science; Hinge; Electronic engineering; Engineering; Materials science; Fabrication; Structural engineering; Optoelectronics; Aerospace engineering","score_opus":0.008227940712172095,"score_gpt":0.23422868034153355,"score_spread":0.22600073962936146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W247083122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99880385,0.000073649644,0.0000859655,0.000032986307,0.00003496668,0.00009887315,8.801551e-7,0.0002794015,0.00058940664],"genre_scores_gemma":[0.98687536,0.0000051424745,0.012956798,0.00002524856,0.000005087857,0.0000030773451,8.817068e-7,0.0000051873553,0.00012322553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996365,0.0000010650649,0.00011007306,0.00006812877,0.000075822514,0.000108433196],"domain_scores_gemma":[0.9998461,0.000016018128,0.000010415114,0.00009753483,0.000014620378,0.000015299504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001964056,0.000064771106,0.00009849726,0.00005039244,0.000014939329,0.000001901309,0.000057313373,0.000025534739,0.000033510038],"category_scores_gemma":[0.000006714398,0.000052720043,0.00001696711,0.00009018003,0.000008807313,0.000038899154,0.000008714318,0.000062386986,0.0000061533487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006091636,0.00013255763,0.000016011247,0.0000025174902,0.000010012046,0.000004416356,0.000059075577,0.00045649215,0.9956732,0.0003468747,0.00097521266,0.0023175487],"study_design_scores_gemma":[0.0010390754,0.0013178115,0.016630227,0.000015094224,0.000012611499,0.000014567079,0.00064104144,0.00042641588,0.9737368,0.0051662866,0.00076496706,0.00023508754],"about_ca_topic_score_codex":0.000002949497,"about_ca_topic_score_gemma":0.0000081146245,"teacher_disagreement_score":0.021936376,"about_ca_system_score_codex":0.000013505707,"about_ca_system_score_gemma":0.0000039008264,"threshold_uncertainty_score":0.21498609},"labels":[],"label_agreement":null},{"id":"W2492018400","doi":"10.1007/978-3-319-16835-7_62","title":"Piezoelectric Pressure Microsensor Arrays for the Simultaneous Measurement of Shock Wave Amplitude, Velocity and Direction at a Point","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Amplitude; Acoustics; Shock (circulatory); Piezoelectricity; Point (geometry); Shock wave; Physics; Materials science; Mechanics; Optics; Mathematics; Geometry; Medicine","score_opus":0.03378033449256217,"score_gpt":0.2226524402475058,"score_spread":0.18887210575494362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492018400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037768173,0.20601162,0.42111197,0.00056720927,0.0025455186,0.012293714,0.000842134,0.005652008,0.347199],"genre_scores_gemma":[0.64289767,0.012218848,0.01625182,0.000042765194,0.00037456158,0.00026355317,0.000033403106,0.0003896839,0.3275277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901545,0.0000016655626,0.0002650444,0.00025726057,0.00024579032,0.00021480303],"domain_scores_gemma":[0.9991006,0.00018314016,0.00009582587,0.00032022674,0.00025964322,0.000040538336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015952186,0.0003072511,0.0003794991,0.000079327314,0.00008590955,0.000013199214,0.00010356183,0.0003156778,0.000019749168],"category_scores_gemma":[0.00011915474,0.00021591183,0.00009527138,0.000028077382,0.000084957006,0.000030058163,0.000053084907,0.00023705543,0.0000020689654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045767616,0.000062724386,0.0000015846682,0.0019442171,0.0026025814,0.00001785839,0.0005513185,0.032000966,0.36001852,0.014284598,0.026974443,0.5610835],"study_design_scores_gemma":[0.00060236925,0.00027609646,0.000005523331,0.0001450336,0.00036470735,0.000042676824,0.000039676477,0.016936809,0.06436055,0.010784144,0.9058098,0.0006325738],"about_ca_topic_score_codex":0.000012566878,"about_ca_topic_score_gemma":0.0001431866,"teacher_disagreement_score":0.8788354,"about_ca_system_score_codex":0.00020244894,"about_ca_system_score_gemma":0.000014836553,"threshold_uncertainty_score":0.8804629},"labels":[],"label_agreement":null},{"id":"W2502189606","doi":"10.1109/aero.2016.7500721","title":"Study for femto satellites using micro Control Moment Gyroscope","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Gyroscope; Femto-; Satellite; Moment (physics); Computer science; Torque; Actuator; Attitude control; Control engineering; Electronic engineering; Engineering; Aerospace engineering; Physics; Computer network; Artificial intelligence","score_opus":0.025124595440556244,"score_gpt":0.2694787903155901,"score_spread":0.24435419487503385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502189606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8274934,0.00030901658,0.17065439,0.00006270629,0.0001503677,0.0005229838,0.000009663766,0.0005890897,0.00020837713],"genre_scores_gemma":[0.9714943,0.00007239376,0.02774954,0.00002044222,0.000033759025,0.00007172908,2.4224443e-7,0.000025422247,0.0005321509],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994947,0.0000013540244,0.00012731449,0.00012286405,0.000044559554,0.00020923518],"domain_scores_gemma":[0.99971205,0.00006520852,0.000013018268,0.00016627871,0.00001980657,0.000023618528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004988056,0.00010589209,0.00013737836,0.000045125507,0.00003496588,0.000011556973,0.0000842134,0.00003973896,0.000019594285],"category_scores_gemma":[0.000015741369,0.00006482032,0.00003031391,0.000045431243,0.000018322366,0.00008149415,0.000018054821,0.000026492582,0.000011168813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007713477,0.00002657831,0.0004072725,0.0000082597635,0.00003210429,0.000001362397,0.000027447255,0.00026155153,0.98214376,0.00016132227,0.00014754222,0.016775075],"study_design_scores_gemma":[0.0016908041,0.00017255807,0.00041005848,0.000023590717,0.000018526112,0.0000014656318,0.0003427042,0.00022121474,0.9811655,0.00091246306,0.014833826,0.00020727664],"about_ca_topic_score_codex":0.0000030121341,"about_ca_topic_score_gemma":0.0000067629767,"teacher_disagreement_score":0.14400092,"about_ca_system_score_codex":0.000055392753,"about_ca_system_score_gemma":0.0000033434414,"threshold_uncertainty_score":0.26432958},"labels":[],"label_agreement":null},{"id":"W2511614264","doi":"10.3390/mi7090160","title":"Micromachined Resonators: A Review","year":2016,"lang":"en","type":"review","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":220,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Simon Fraser University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; City University of Hong Kong","keywords":"Resonator; Variety (cybernetics); Surface micromachining; Limit (mathematics); Field (mathematics); Engineering; Nanotechnology; Fabrication; Computer science; Mechanical engineering; Electrical engineering; Materials science; Artificial intelligence","score_opus":0.017184816084143614,"score_gpt":0.3031446519034719,"score_spread":0.28595983581932827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511614264","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027642832,0.99488336,0.000076798264,0.000040528386,0.00052458973,0.0007536264,0.0002318052,0.0022033504,0.0012831496],"genre_scores_gemma":[1.0677615e-7,0.9969144,0.0014174115,0.000057981782,0.00020664689,0.0002342217,0.00008195294,0.00023540869,0.0008519006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980907,0.000025537434,0.0007718154,0.00047628104,0.00013345822,0.0005022462],"domain_scores_gemma":[0.9987047,0.00013390095,0.00016565397,0.00088269985,0.00002688052,0.00008622018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014689242,0.0008595205,0.002321928,0.000261782,0.00007141813,0.000025717602,0.000754867,0.00044265826,0.0001417111],"category_scores_gemma":[0.00008979614,0.00053709425,0.0006685905,0.0004082693,0.00008637355,0.00010788078,0.00017094892,0.000557617,0.0007197415],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.2035433e-7,0.0000068971835,4.608351e-8,0.06009068,0.000104352046,0.00002300047,0.0000018469941,3.5968927e-8,0.00020883272,0.000049398725,0.027527396,0.9119872],"study_design_scores_gemma":[0.00007561127,0.000011463206,1.4197676e-7,0.12296446,0.00021850651,0.00014061245,3.328735e-7,2.5010524e-7,0.000052039337,0.00026005192,0.87567616,0.00060040015],"about_ca_topic_score_codex":0.00000334916,"about_ca_topic_score_gemma":0.0000042991887,"teacher_disagreement_score":0.9113868,"about_ca_system_score_codex":0.00014121295,"about_ca_system_score_gemma":0.000041238683,"threshold_uncertainty_score":0.99970806},"labels":[],"label_agreement":null},{"id":"W2518965295","doi":"10.1088/0960-1317/25/9/095004","title":"Nano-scale measurement of sub-micrometer MEMS in-plane dynamics using synchronized illumination","year":2015,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Microelectromechanical systems; Micrometer; Nano-; Nanoscopic scale; Scale (ratio); Nanotechnology; Materials science; Dynamics (music); Optics; Optoelectronics; Physics; Acoustics; Composite material","score_opus":0.01451665108433066,"score_gpt":0.20298174252108064,"score_spread":0.18846509143674997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518965295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385014,0.0045535257,0.05634748,0.0000130888275,0.0004429211,0.000088407236,0.000008270235,0.00003538936,0.000009489401],"genre_scores_gemma":[0.9823776,0.0011207123,0.01642811,0.0000027451508,0.000029162586,0.0000011083633,0.0000015014714,0.000036272017,0.0000027741062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989347,0.0000045664456,0.0005298794,0.00010122221,0.00019387576,0.00023579723],"domain_scores_gemma":[0.9994377,0.000014200256,0.00015829549,0.00011546681,0.00019800801,0.00007631421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047138828,0.00017899457,0.00039168863,0.00043451323,0.000014835565,0.000016079435,0.00013553124,0.00011473308,0.0000011577555],"category_scores_gemma":[0.0000381159,0.00017616987,0.00006108385,0.00022632329,0.00001986896,0.00017786499,0.000045243603,0.0002364119,3.2681424e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013139057,0.000020259778,0.000013352093,0.000116624,0.00003544585,0.000014008859,0.00012481774,0.007495354,0.988078,0.00002445886,0.000018820241,0.004045708],"study_design_scores_gemma":[0.001000114,0.00011580396,0.00003473189,0.000369159,0.000032792526,0.00033673507,0.0003778164,0.022584109,0.97448015,0.00018383568,0.00028806328,0.00019669824],"about_ca_topic_score_codex":0.000006912807,"about_ca_topic_score_gemma":0.000026519061,"teacher_disagreement_score":0.043876182,"about_ca_system_score_codex":0.00044122717,"about_ca_system_score_gemma":0.000033215154,"threshold_uncertainty_score":0.7183999},"labels":[],"label_agreement":null},{"id":"W2520347299","doi":"10.1117/1.jmm.15.3.035004","title":"Ultraclean wafer-level vacuum-encapsulated silicon ring resonators for timing and frequency references","year":2016,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resonator; Wafer; Microelectromechanical systems; Materials science; Optoelectronics; Microfabrication; Wafer-level packaging; Silicon; Gyroscope; Q factor; Voltage; Electrical engineering; Electronic engineering; Engineering; Fabrication","score_opus":0.02686828656247487,"score_gpt":0.24078976147281805,"score_spread":0.2139214749103432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520347299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891245,0.008264882,0.0017591043,0.00012854228,0.0003164683,0.00014932921,0.000039104933,0.00011637771,0.00010171571],"genre_scores_gemma":[0.9802515,0.009505502,0.010037664,0.000015175632,0.000099195895,0.0000077089735,8.334495e-7,0.000037166592,0.00004525409],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987714,0.000007057103,0.00050979236,0.00020912333,0.00013057361,0.00037201145],"domain_scores_gemma":[0.9992452,0.00014297872,0.0001960726,0.00015808865,0.00012380176,0.00013384967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927717,0.00024873234,0.00038888823,0.00041072172,0.00012299219,0.00004438581,0.00017292108,0.00019235504,0.000004532609],"category_scores_gemma":[0.00006285228,0.0001626187,0.00013820213,0.00019443916,0.00014725162,0.0003713713,0.000029443507,0.00021566547,4.094115e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029683844,0.00001880773,0.0012978619,0.00006583086,0.0001037772,0.000010032338,0.00016028101,0.0000033152644,0.93641806,0.0005658398,0.00012563191,0.06120088],"study_design_scores_gemma":[0.0028955368,0.0008893443,0.04326251,0.0011182589,0.00013730084,0.0004552191,0.0008892782,0.00002915595,0.907343,0.02997758,0.012205352,0.00079749647],"about_ca_topic_score_codex":0.000010339873,"about_ca_topic_score_gemma":0.000013970998,"teacher_disagreement_score":0.060403384,"about_ca_system_score_codex":0.000025221336,"about_ca_system_score_gemma":0.000015422958,"threshold_uncertainty_score":0.66313976},"labels":[],"label_agreement":null},{"id":"W2520382090","doi":"10.1049/el.2016.1226","title":"Wafer‐level vacuum encapsulated breath‐mode ring resonator fabricated in a commercial MEMS process","year":2016,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Dayton","keywords":"Microelectromechanical systems; Wafer; Resonator; Materials science; Optoelectronics; Wafer-level packaging; Ring (chemistry); Wafer-scale integration; Process (computing); Electronic engineering; Engineering; Computer science; Chemistry","score_opus":0.010304859204376913,"score_gpt":0.2366750802495085,"score_spread":0.2263702210451316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520382090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986953,0.0005931311,0.006008006,0.0021496734,0.000106572435,0.00020169855,0.00001277447,0.00093900727,0.000119602795],"genre_scores_gemma":[0.99886996,0.00032365497,0.00036996874,0.00021225103,0.000044519686,0.00006643245,0.000005977976,0.00006459526,0.00004262563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849296,0.0000073534725,0.0002691713,0.00029146697,0.0001627088,0.0007763468],"domain_scores_gemma":[0.99954414,0.000052747568,0.00004050656,0.00028722762,0.000023525206,0.000051859406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009023239,0.00024912076,0.000256155,0.0002076018,0.0000549087,0.0000166912,0.00032507133,0.00015569187,0.000011771662],"category_scores_gemma":[0.000033652086,0.00020290796,0.00004928833,0.00042695875,0.00005224747,0.00021126847,0.000040769923,0.0004002071,0.000020503698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018213805,0.000017807126,0.0001822898,0.000019320552,0.000027992628,0.000019597397,0.00013298089,0.00062291924,0.9823704,0.00026479922,0.0004767543,0.015846971],"study_design_scores_gemma":[0.0016347723,0.00006787042,0.0034269274,0.00014399986,0.000014800528,0.000021096377,0.000030725205,0.0015398014,0.98175734,0.0023063978,0.008371686,0.00068458024],"about_ca_topic_score_codex":0.000021875721,"about_ca_topic_score_gemma":0.0001217596,"teacher_disagreement_score":0.015162391,"about_ca_system_score_codex":0.00045125876,"about_ca_system_score_gemma":0.00003121113,"threshold_uncertainty_score":0.82743466},"labels":[],"label_agreement":null},{"id":"W2523582194","doi":"10.1109/icma.2016.7558680","title":"Dynamic electro-thermal modeling of V- and Z-shaped electrothermal microactuator","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microactuator; Actuator; Transient (computer programming); Boundary value problem; Control theory (sociology); Finite element method; Thermal; Transient response; Steady state (chemistry); Heat flux; Voltage; Dynamic simulation; Mechanics; Mechanical engineering; Engineering; Computer science; Heat transfer; Physics; Structural engineering; Simulation; Mathematics; Electrical engineering; Mathematical analysis; Thermodynamics","score_opus":0.00504950255340298,"score_gpt":0.20004674466074088,"score_spread":0.1949972421073379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523582194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146797,0.00043401943,0.08361825,0.000053103653,0.000013811608,0.0000662266,0.0000019117288,0.00039387934,0.0007391056],"genre_scores_gemma":[0.9937572,0.00031478374,0.0057488424,0.000008547574,0.000008214517,0.000007818429,2.7263158e-7,0.000024572404,0.00012974854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995149,0.0000013246226,0.0001214605,0.00010305523,0.000043902593,0.00021535011],"domain_scores_gemma":[0.9998154,0.000018238885,0.000012919538,0.00011742124,0.000013434338,0.000022573242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028227807,0.00009957061,0.00012291188,0.00005607698,0.00001536335,0.0000032973537,0.00007291124,0.00006512459,0.000035310255],"category_scores_gemma":[0.00000820453,0.00006573332,0.00002349157,0.000050158524,0.000031097505,0.00009183682,0.000013212093,0.000057643087,0.0000040389727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006810197,0.0000035865066,0.000008862894,0.00000979773,0.000013477506,4.4458886e-7,0.000010508927,0.00029968433,0.97083056,0.00025514493,0.000006529441,0.028554566],"study_design_scores_gemma":[0.00038162942,0.00005153101,0.00009920809,0.000025697718,0.0000064721744,0.000006964344,0.000021700755,0.16052854,0.83761173,0.0009499651,0.00014585059,0.0001707167],"about_ca_topic_score_codex":0.0000028146778,"about_ca_topic_score_gemma":0.000003624827,"teacher_disagreement_score":0.16022885,"about_ca_system_score_codex":0.00002363823,"about_ca_system_score_gemma":0.000005334594,"threshold_uncertainty_score":0.26805273},"labels":[],"label_agreement":null},{"id":"W2526871337","doi":"10.11159/icmie16.124","title":"Design and Fabrication of MEMS-based Tire Pressure Sensor","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fabrication; Microelectromechanical systems; Pressure sensor; Computer science; Materials science; Automotive engineering; Optoelectronics; Engineering; Mechanical engineering","score_opus":0.007562175992741969,"score_gpt":0.19421832763768582,"score_spread":0.18665615164494384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526871337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998716,0.000041916803,0.00015748802,0.00015874543,0.0003383568,0.0002566969,0.000014968035,0.00027803,0.000037778667],"genre_scores_gemma":[0.9934537,0.0001323252,0.0062296474,0.000006925455,0.00004292878,0.000034552257,3.4075083e-7,0.000031706688,0.00006790672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993065,0.0000011099488,0.00022995847,0.00017770636,0.00011331441,0.00017139713],"domain_scores_gemma":[0.9996044,0.00008507445,0.000083429324,0.00011649347,0.00006648742,0.000044106415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008855094,0.00017245754,0.00025571656,0.000075695316,0.00002352796,0.000018036877,0.00018326523,0.00009580027,0.000007221011],"category_scores_gemma":[0.00011978062,0.000111620015,0.000032203097,0.000111529866,0.000075416516,0.000089896945,0.00008028965,0.00008523662,2.3336514e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004786215,0.0000097702405,0.0000020468337,0.00032856152,0.000023410068,9.5302624e-8,0.0000020276382,0.00021873003,0.99628466,0.001157109,0.00014234809,0.001783386],"study_design_scores_gemma":[0.00033432728,0.000033573393,0.000007002265,0.0004348833,0.000030257128,0.000001496337,0.0000065835793,0.003538826,0.99408877,0.00027064132,0.0011112776,0.00014237112],"about_ca_topic_score_codex":7.999047e-7,"about_ca_topic_score_gemma":7.47426e-8,"teacher_disagreement_score":0.0060721594,"about_ca_system_score_codex":0.000014110145,"about_ca_system_score_gemma":0.0000035184287,"threshold_uncertainty_score":0.45517322},"labels":[],"label_agreement":null},{"id":"W2528586090","doi":"10.1109/ted.2016.2612586","title":"Viability of Piezojunction Effect for Microresonator Applications","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; CMC Microsystems","keywords":"Capacitive sensing; Resonator; Diode; Biasing; Optoelectronics; Materials science; Power (physics); SIGNAL (programming language); Q factor; CMOS; Electrical engineering; Electronic engineering; Acoustics; Physics; Engineering; Voltage; Computer science","score_opus":0.005038736457590877,"score_gpt":0.2290443867138517,"score_spread":0.22400565025626082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528586090","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3184172,0.00014712899,0.6803619,0.000051541043,0.00009433588,0.00045678474,0.0000321478,0.00039317625,0.000045798162],"genre_scores_gemma":[0.9977305,0.00013281965,0.0012376276,0.0000069086495,0.000017593678,0.00078065763,0.00000100329,0.000022477501,0.000070430986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999413,0.0000050480717,0.00015924539,0.00016332546,0.0000654787,0.00019388605],"domain_scores_gemma":[0.9994632,0.00022521382,0.000031549433,0.00021756678,0.00003777947,0.000024713388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007628843,0.0001232239,0.0001517276,0.000099185134,0.000063530744,0.000003954085,0.00009937889,0.0000907791,0.00001283836],"category_scores_gemma":[0.0000035329065,0.000088486755,0.00009037061,0.00015767592,0.00005002923,0.00010824248,3.039629e-7,0.00008198387,0.000009826788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004507968,0.000037703318,0.00002178107,0.00010558812,0.000037398113,3.039567e-8,0.0000059388935,0.0007110205,0.8198291,0.00009424535,0.000035454876,0.17907663],"study_design_scores_gemma":[0.00032327286,0.00027751047,0.00014360315,0.000020716032,0.000027383383,0.0000010035651,0.0000049986165,0.0001548538,0.987417,0.00061604765,0.0109070325,0.000106578824],"about_ca_topic_score_codex":0.000003056726,"about_ca_topic_score_gemma":0.00005604305,"teacher_disagreement_score":0.6793133,"about_ca_system_score_codex":0.00008295119,"about_ca_system_score_gemma":0.000009078092,"threshold_uncertainty_score":0.3608385},"labels":[],"label_agreement":null},{"id":"W2530165326","doi":"10.1109/jsen.2016.2616759","title":"Studying the Influence of n-Type Strained (111) Silicon on the Piezoresistive Coefficients","year":2016,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Piezoresistive effect; Silicon; Strained silicon; Substrate (aquarium); Silicon nitride; Composite material; Microfabrication; Nanocrystalline silicon; Hydrostatic pressure; Ultimate tensile strength; Optoelectronics; Crystalline silicon; Fabrication","score_opus":0.020054091713618546,"score_gpt":0.24109120539176543,"score_spread":0.22103711367814688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530165326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845076,0.00006468488,0.00040790447,0.00031040452,0.00033502383,0.000109702014,0.0000048871984,0.0000826868,0.00023393935],"genre_scores_gemma":[0.9994964,0.00022413234,0.000059460217,0.000035032226,0.00006887282,0.0000017324219,3.7252377e-8,0.00001587189,0.0000984849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925745,0.00001927311,0.00021083144,0.00008456699,0.00021085943,0.00021700129],"domain_scores_gemma":[0.9991656,0.00038648502,0.00008721895,0.00022757825,0.000101614074,0.00003148019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022402714,0.00012031715,0.00012609737,0.00005948678,0.00016220644,0.000017091268,0.00027974645,0.000049768194,0.000015028221],"category_scores_gemma":[0.00029841083,0.000049775135,0.000047316553,0.00016205444,0.00016751398,0.000066759516,0.000017325934,0.00028841262,0.000016715348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050018512,0.000021341653,0.00010070831,0.0000060823045,0.00006634085,0.000015479282,0.00044951536,0.10761617,0.88129264,0.00029290916,0.0007476045,0.009341213],"study_design_scores_gemma":[0.0015163906,0.00085688825,0.044060607,0.0008505692,0.00006162081,0.00017225654,0.0027166002,0.0011955736,0.9392449,0.004215001,0.004544197,0.000565345],"about_ca_topic_score_codex":0.0000017106358,"about_ca_topic_score_gemma":0.0000021813319,"teacher_disagreement_score":0.1064206,"about_ca_system_score_codex":0.000044529064,"about_ca_system_score_gemma":0.000012189796,"threshold_uncertainty_score":0.2029771},"labels":[],"label_agreement":null},{"id":"W2531143669","doi":"10.1016/j.apm.2016.10.001","title":"On modeling beam-rigid-body microgyroscopes","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rigid body; Beam (structure); Cantilever; Discretization; Gyroscope; Vibration; Eigenvalues and eigenvectors; Bending; Physics; Hamilton's principle; Normal mode; Mechanics; Classical mechanics; Structural engineering; Control theory (sociology); Engineering; Mathematics; Mathematical analysis; Acoustics; Computer science; Optics","score_opus":0.016790950841598876,"score_gpt":0.21546156159610605,"score_spread":0.19867061075450718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531143669","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21534681,0.000059421855,0.7726622,0.00003689899,0.000044099383,0.00016400476,0.0000027800352,0.0010266082,0.010657125],"genre_scores_gemma":[0.8992913,0.00015868172,0.100247666,0.000032374766,0.00004192425,0.00007779275,8.437317e-7,0.000069821326,0.00007963669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988705,0.0000011758478,0.00029826688,0.00026323405,0.0001593473,0.00040749004],"domain_scores_gemma":[0.99933946,0.00018090243,0.000022653057,0.00036775752,0.000016003052,0.00007324433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008597753,0.00024047054,0.00027937762,0.00008441809,0.00006756822,0.000020356698,0.00020401807,0.00015214625,0.00004687661],"category_scores_gemma":[0.000018014416,0.00016056886,0.00005799922,0.0000875753,0.00005248428,0.00008230217,0.000044727356,0.00016961274,0.00041966012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067438204,0.000023020304,2.4472493e-8,0.000045380926,0.000017276609,0.0000015699384,0.000030874526,0.5645516,0.22022428,0.21274167,0.00003514921,0.0023224133],"study_design_scores_gemma":[0.00016757594,0.000011769312,1.1572987e-8,0.00010823312,0.000009323609,0.000001497539,0.00002068226,0.36686066,0.14483745,0.48773864,0.00006493809,0.00017923134],"about_ca_topic_score_codex":4.133474e-7,"about_ca_topic_score_gemma":1.2613519e-7,"teacher_disagreement_score":0.68394446,"about_ca_system_score_codex":0.000053631433,"about_ca_system_score_gemma":0.000004751285,"threshold_uncertainty_score":0.6547808},"labels":[],"label_agreement":null},{"id":"W2533739050","doi":"10.1109/idt.2009.5404102","title":"On the testing of MEMS resonators","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Resonator; Microelectromechanical systems; Electronic engineering; Phase noise; Biasing; Q factor; Quality (philosophy); Noise (video); Materials science; Electrical engineering; Engineering; Optoelectronics; Computer science; Voltage; Physics","score_opus":0.018401257776409045,"score_gpt":0.2225502225422496,"score_spread":0.20414896476584055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533739050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163096,0.00008441124,0.0005555762,0.00019326412,0.000031950185,0.000038753333,3.2958204e-7,0.0005056372,0.082280494],"genre_scores_gemma":[0.99644035,0.000012041202,0.0033819166,0.000047196696,0.0000061687206,8.5051266e-7,5.1801685e-8,0.0000035979447,0.00010785007],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998069,3.9081831e-7,0.000053538603,0.000033418997,0.000039557155,0.00006623329],"domain_scores_gemma":[0.9997761,0.00009321313,0.000006939279,0.000110850524,0.000007061753,0.0000058062733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002925548,0.000037490405,0.000041820844,0.000019108145,0.000013000682,0.000001893589,0.00006751983,0.000022163127,0.000012750754],"category_scores_gemma":[0.00011250556,0.000021533046,0.000010524787,0.000102840975,0.000012580415,0.000016835234,0.0000048839615,0.00006242627,0.000005364922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029807384,0.000018611707,0.000045508074,0.0000094320985,0.000009562143,0.0000030544913,0.000059822076,0.00833326,0.49526733,0.29023924,0.0073084757,0.1987027],"study_design_scores_gemma":[0.000059283564,0.000089500514,0.0013438801,0.000026959471,0.0000015478646,0.0000010923802,0.00010746439,0.0010753603,0.90011936,0.09273417,0.004360008,0.00008135158],"about_ca_topic_score_codex":0.0000015332076,"about_ca_topic_score_gemma":7.4117304e-7,"teacher_disagreement_score":0.40485203,"about_ca_system_score_codex":0.000005740544,"about_ca_system_score_gemma":9.996726e-7,"threshold_uncertainty_score":0.08780921},"labels":[],"label_agreement":null},{"id":"W2535403758","doi":"10.1109/icmens.2006.348204","title":"Mechanical Strain Measurements Using Semiconductor Piezoresistive Material","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Syncrude","keywords":"Piezoresistive effect; Strain gauge; Materials science; Microfabrication; Finite element method; Sensitivity (control systems); Microelectromechanical systems; SIGNAL (programming language); Multiphysics; FOIL method; Electronic engineering; Mechanical engineering; Optoelectronics; Composite material; Structural engineering; Computer science; Engineering; Fabrication","score_opus":0.03695099076671929,"score_gpt":0.24195182125067116,"score_spread":0.20500083048395187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535403758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865684,0.000036630026,0.009589939,0.000008299937,0.00037558042,0.000089444795,0.000029500974,0.00092726457,0.0023749678],"genre_scores_gemma":[0.97304183,0.0000036572676,0.026704913,0.000008040287,0.00011093628,0.0000055352116,0.000007554361,0.000022865028,0.00009465174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994364,0.0000021257952,0.00013862761,0.00011748159,0.000101289996,0.00020411912],"domain_scores_gemma":[0.99982506,0.0000063184734,0.000013817941,0.00011661682,0.000017770011,0.000020393945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042755622,0.00011287217,0.000113367,0.000040772935,0.000033043074,0.000016876542,0.000081792816,0.00008707,0.00013845613],"category_scores_gemma":[0.000007407505,0.00010093211,0.000025934962,0.000064190805,0.000021892503,0.00009100162,0.000024225104,0.00006818918,0.00000991316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028881125,0.0000068536974,0.000008574092,0.000007328366,0.0000086777745,0.0000025163338,0.0000017259355,0.00086430734,0.99718046,0.0010050165,0.00032260583,0.00058903213],"study_design_scores_gemma":[0.00015843779,0.000010810469,0.00017687994,0.000011055488,0.0000072144,0.0000036735726,0.000042901775,0.00075775804,0.9944527,0.0035209844,0.0007060221,0.00015156025],"about_ca_topic_score_codex":0.0000415016,"about_ca_topic_score_gemma":0.00003238953,"teacher_disagreement_score":0.017114973,"about_ca_system_score_codex":0.00007015219,"about_ca_system_score_gemma":0.0000053012986,"threshold_uncertainty_score":0.4115892},"labels":[],"label_agreement":null},{"id":"W2536671996","doi":"10.1109/iedm.1997.650526","title":"Micromachined accelerometer with no proof mass","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Proof mass; Sensitivity (control systems); Simple (philosophy); Proof of concept; Surface micromachining; Computer science; Heat transfer; Acoustics; Mechanical engineering; Materials science; Physics; Engineering; Electronic engineering; Mechanics; Fabrication","score_opus":0.00977643335762412,"score_gpt":0.17413018480560974,"score_spread":0.1643537514479856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536671996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75185645,0.00044558596,0.02547894,0.0001663519,0.00016365689,0.00027408742,0.0000035640385,0.0034318783,0.21817948],"genre_scores_gemma":[0.91902816,0.00007435826,0.07312955,0.000037945636,0.000025525625,0.000025031513,8.999781e-7,0.000031154013,0.0076473737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963695,5.212352e-7,0.00006408498,0.00009034297,0.000048260958,0.00015987126],"domain_scores_gemma":[0.9997899,0.000007528841,0.000006860049,0.00016270636,0.0000116371575,0.000021379972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000009465383,0.00009491628,0.00008535931,0.000043552616,0.00001861204,0.000011771746,0.00008999539,0.00004575702,0.0005311196],"category_scores_gemma":[0.0000043178343,0.00006420479,0.000015391372,0.0000975756,0.000020191797,0.00009838284,0.000011821244,0.00009370801,0.00017747094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040262257,0.00001821832,0.000104646584,0.000034125536,0.000035311426,0.00001459108,0.00002921798,0.0004975928,0.96644,0.00013709653,0.008167369,0.024517799],"study_design_scores_gemma":[0.0005444229,0.00016882077,0.00037760785,0.000022134216,0.000008227161,0.000015356642,0.000026913942,0.0059665255,0.9173321,0.000438352,0.07471371,0.00038584828],"about_ca_topic_score_codex":0.0000014393822,"about_ca_topic_score_gemma":0.0000040610107,"teacher_disagreement_score":0.2105321,"about_ca_system_score_codex":0.000013522913,"about_ca_system_score_gemma":5.038734e-7,"threshold_uncertainty_score":0.58153874},"labels":[],"label_agreement":null},{"id":"W2538047412","doi":"10.1109/bmas.2008.4751242","title":"Comparative Study on Finite Element Analysis &amp;#x00026; System Model Extraction for Non-Resonant 3-DoF Microgyroscope","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Finite element method; Transient (computer programming); Solver; Gyroscope; Computer science; Engineering; Structural engineering; Aerospace engineering","score_opus":0.06171079464133682,"score_gpt":0.32189913599871867,"score_spread":0.26018834135738184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538047412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5207684,0.000048373942,0.47736385,0.000007454303,0.00006140301,0.00054865057,0.000022369684,0.000444916,0.0007345556],"genre_scores_gemma":[0.96955085,0.000048773403,0.02903359,0.0000086820455,0.000020376789,0.0002910389,0.000018000528,0.000021166428,0.0010075469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990407,0.000004319673,0.00029586855,0.00026469523,0.00014038515,0.00025403668],"domain_scores_gemma":[0.9994412,0.00008079521,0.000051936397,0.00033138346,0.00005560816,0.00003908237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007802905,0.00020670869,0.0004106709,0.0002484072,0.00014740226,0.000012809645,0.00011980891,0.0000694725,0.0000071135823],"category_scores_gemma":[0.000006875855,0.00017090375,0.000116795985,0.0003332367,0.000022677717,0.00009883345,0.000023652678,0.00012739816,0.00002661287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004505618,0.00022120765,0.00015715395,0.000033518576,0.0005705685,0.0000038500502,0.00086135167,0.91414255,0.08204671,0.00013792956,0.0013983988,0.00038169246],"study_design_scores_gemma":[0.0009011493,0.00032221604,0.0012253602,0.000025468958,0.00026032067,0.00000252558,0.004155092,0.8927232,0.096994765,0.00002838974,0.0029877005,0.0003738407],"about_ca_topic_score_codex":0.000020901543,"about_ca_topic_score_gemma":0.00017154268,"teacher_disagreement_score":0.4487824,"about_ca_system_score_codex":0.00015552703,"about_ca_system_score_gemma":0.00000879048,"threshold_uncertainty_score":0.6969253},"labels":[],"label_agreement":null},{"id":"W2538415792","doi":"10.1088/0960-1317/26/11/115019","title":"Fabrication of capacitive micromachined ultrasonic transducers based on adhesive wafer bonding technique","year":2016,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Materials science; Capacitive micromachined ultrasonic transducers; Wafer; Fabrication; Capacitive sensing; Ultrasonic sensor; Wafer bonding; Transducer; Benzocyclobutene; Optoelectronics; Adhesive; Composite material; Acoustics; Dielectric; Electrical engineering; Piezoelectricity","score_opus":0.004879657044386744,"score_gpt":0.18856745018517398,"score_spread":0.18368779314078723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538415792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6362442,0.00074081117,0.36242402,0.00010048192,0.00019928165,0.00015106917,0.000030115481,0.00008408575,0.000025936692],"genre_scores_gemma":[0.98034376,0.00096982956,0.018573554,0.000011902763,0.000032943306,0.0000071495906,8.313232e-7,0.000044491546,0.00001552989],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991296,0.000005831184,0.00040632734,0.0001258993,0.000102408725,0.00022995869],"domain_scores_gemma":[0.9994287,0.000105909356,0.00015388337,0.00014275493,0.00010654595,0.00006219171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018337723,0.00020697333,0.00033098855,0.0004091482,0.000028695142,0.000009271688,0.00015596196,0.00012386322,0.0000071861837],"category_scores_gemma":[0.000060589242,0.00015551897,0.00011578916,0.00017151539,0.000031023657,0.00013475417,0.000011689862,0.00023106282,6.6105525e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023596089,0.0000159249,0.000004029866,0.000078263525,0.000040407824,0.000007523941,0.00006865533,0.0006989973,0.99105084,0.00028797984,0.000057733283,0.007666063],"study_design_scores_gemma":[0.00062724075,0.00022966463,0.00006360757,0.0006679863,0.000028618557,0.00008952027,0.00007547258,0.0006710793,0.996177,0.00033007833,0.00085590687,0.00018382598],"about_ca_topic_score_codex":0.0000011328342,"about_ca_topic_score_gemma":5.7164783e-7,"teacher_disagreement_score":0.34409958,"about_ca_system_score_codex":0.00013480049,"about_ca_system_score_gemma":0.000018862998,"threshold_uncertainty_score":0.63418794},"labels":[],"label_agreement":null},{"id":"W2539787245","doi":"10.1088/0960-1317/27/1/015009","title":"A translation micromirror with large quasi-static displacement and high surface quality","year":2016,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Translation (biology); Displacement (psychology); Surface (topology); Optics; Quality (philosophy); Materials science; Physics; Mechanical engineering; Engineering; Chemistry; Mathematics; Geometry; Psychology","score_opus":0.008587069036369287,"score_gpt":0.21512412368055958,"score_spread":0.20653705464419028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539787245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8287814,0.00216894,0.16860642,0.00017793421,0.000101901554,0.00008080015,0.000024731582,0.000055516124,0.0000023113548],"genre_scores_gemma":[0.9495968,0.004006665,0.046311263,0.000010480935,0.000017078168,0.0000014808871,7.775472e-7,0.000033872635,0.000021531434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992152,0.000005254457,0.00033137048,0.000116214236,0.00008811086,0.00024385931],"domain_scores_gemma":[0.9996255,0.00006114216,0.0000955404,0.000100042955,0.000044065935,0.00007368432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023018749,0.00017793149,0.00028638818,0.000096183,0.000037414837,0.000023572233,0.000073489304,0.000067087734,0.0000055413393],"category_scores_gemma":[0.000010049396,0.000118246855,0.000033681066,0.0000798068,0.000019007744,0.0001922706,0.000021873446,0.00014195208,5.84024e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031649557,0.000017734103,0.000011106395,0.00011810308,0.000057084046,0.000010348859,0.00011946881,0.000110177876,0.9889998,0.000358453,0.000022817765,0.010143265],"study_design_scores_gemma":[0.0044656885,0.00060227443,0.0005632345,0.00087868515,0.00009136735,0.00048728604,0.0005014429,0.0013928523,0.98016745,0.0008764257,0.009383326,0.0005899478],"about_ca_topic_score_codex":0.0000025210197,"about_ca_topic_score_gemma":0.000010133525,"teacher_disagreement_score":0.12229515,"about_ca_system_score_codex":0.00004960649,"about_ca_system_score_gemma":0.00000859973,"threshold_uncertainty_score":0.4821967},"labels":[],"label_agreement":null},{"id":"W2540071444","doi":"10.1109/icia.2005.1635069","title":"Design of grasping interface for microgrippers and micro-parts used in the microassembly of MEMS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Interface (matter); Modular design; Workstation; GRASP; Computer science; Microelectromechanical systems; Feature (linguistics); Engineering drawing; Mechanical engineering; Materials science; Engineering; Nanotechnology; Operating system; Software engineering","score_opus":0.01740284427873253,"score_gpt":0.2389627040478233,"score_spread":0.22155985976909076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540071444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8883846,0.0013722973,0.109743975,0.000046534613,0.00002912799,0.0002789876,0.0000023341374,0.00006202001,0.00008013435],"genre_scores_gemma":[0.96965593,0.00009988558,0.030184014,0.0000056921576,0.000004920868,0.000018807055,9.187991e-7,0.000011485087,0.000018358864],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955535,0.000003079605,0.00018886178,0.00008318753,0.000033273966,0.00013627269],"domain_scores_gemma":[0.99972296,0.00011156325,0.000031067735,0.00011475613,0.0000142794,0.0000053727013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011491741,0.00008470203,0.00015042145,0.00007059711,0.000012457373,0.0000059172676,0.00010839785,0.00005608522,8.2150217e-7],"category_scores_gemma":[0.000010009595,0.00006166579,0.000024386454,0.000097521624,0.000057573063,0.00004797065,0.000015462201,0.00005304341,1.8681865e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064276983,0.00001198266,0.00014770575,0.000058707028,0.000006533897,2.9424115e-7,0.00013357397,0.0058293594,0.9922487,0.00008791626,0.00030013465,0.0011686439],"study_design_scores_gemma":[0.00028746942,0.000045667835,0.00044388915,0.000037940757,0.0000052803143,0.0000026981113,0.00061506196,0.0004928451,0.997061,0.0005331847,0.00040286762,0.000072109055],"about_ca_topic_score_codex":0.00005165359,"about_ca_topic_score_gemma":0.00006210064,"teacher_disagreement_score":0.08127133,"about_ca_system_score_codex":0.00000996433,"about_ca_system_score_gemma":0.0000032928733,"threshold_uncertainty_score":0.2514658},"labels":[],"label_agreement":null},{"id":"W2542176457","doi":"10.1109/iecon.2006.347846","title":"Damping Control in Magnetic Levitation of Micro Objects","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of the IEEE Industrial Electronics Society","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Levitation; Magnetic levitation; Magnet; Vibration; Eddy current; Electrodynamic suspension; Magnetic field; Magnetic damping; Acoustic levitation; Physics; Control theory (sociology); Controller (irrigation); Electrical conductor; Acoustics; Mechanical engineering; Engineering; Computer science; Electrical engineering; Magnetic energy; Control (management); Magnetization","score_opus":0.014744347543120335,"score_gpt":0.20598345953367767,"score_spread":0.19123911199055732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542176457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981905,0.00047484523,0.000040244806,0.00023895444,0.0001679944,0.00037025046,0.000020959427,0.00004354918,0.00045265406],"genre_scores_gemma":[0.9994582,0.00012146159,0.00025939345,0.000011514178,0.000051594907,0.000012594151,4.2709567e-7,0.000015363123,0.00006944686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893326,0.0000046026216,0.00042194154,0.0001312167,0.0002137227,0.00029526083],"domain_scores_gemma":[0.99918866,0.00006129101,0.00029578884,0.00012678654,0.00031580005,0.000011656513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026299956,0.00015187812,0.00030803273,0.000037982856,0.000045044417,0.000013708448,0.00058214023,0.00024212478,0.0000016243639],"category_scores_gemma":[0.0001390982,0.00010959592,0.00018061762,0.00044165517,0.00020661752,0.00019093508,0.00006160153,0.00053258426,1.2777721e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027216334,0.000029222463,0.0007707193,0.00008093819,0.000025509296,1.7365466e-8,0.0006029614,0.0018758223,0.99280614,0.001781247,0.0010768812,0.00092334644],"study_design_scores_gemma":[0.0010371087,0.00012400752,0.00074362697,0.0002416522,0.00003885795,0.000001279873,0.0016551602,0.000909128,0.98432636,0.010574471,0.00021240718,0.00013596013],"about_ca_topic_score_codex":0.000081463615,"about_ca_topic_score_gemma":0.000030835025,"teacher_disagreement_score":0.008793225,"about_ca_system_score_codex":0.0001107404,"about_ca_system_score_gemma":0.000115214985,"threshold_uncertainty_score":0.4469192},"labels":[],"label_agreement":null},{"id":"W2544009533","doi":"10.1109/wct.2003.1321477","title":"Fabrication and analysis of new MEMS IF filters","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Band-pass filter; Resonator; Transceiver; Microelectromechanical systems; Electronic engineering; Cantilever; Distributed element filter; Wireless; Fabrication; Electronic circuit; Electrical engineering; Prototype filter; Computer science; Engineering; Materials science; Filter (signal processing); CMOS; Optoelectronics; Telecommunications; Low-pass filter","score_opus":0.010495607572872974,"score_gpt":0.22659649182388286,"score_spread":0.2161008842510099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544009533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7983235,0.00019302785,0.199604,0.000066388384,0.000020955082,0.000026851656,0.0000013045183,0.00025449393,0.0015094769],"genre_scores_gemma":[0.98460764,0.00024041744,0.015009944,0.000006738295,0.000003914954,0.0000011166443,0.0000022565596,0.0000032440912,0.00012475264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982387,1.339018e-7,0.000058457128,0.000045534933,0.000026361116,0.000045629273],"domain_scores_gemma":[0.9998808,0.0000053208905,0.000008557268,0.00008487031,0.0000064972205,0.0000139350095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000009086022,0.000033209653,0.00007512926,0.00010193569,0.0000056875165,0.000002357074,0.000028746723,0.000023823302,0.000013971818],"category_scores_gemma":[0.000008516187,0.000028659191,0.00001862029,0.0002811179,0.000011829054,0.000044210992,0.0000076221313,0.000020791324,0.0000010339834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024341784,0.000012409861,0.0008715265,0.000023899795,0.000516174,8.9470274e-7,0.00042527952,0.3313833,0.51124316,0.004585206,0.00068264647,0.1502531],"study_design_scores_gemma":[0.00039483333,0.00004005649,0.05283616,0.00001187923,0.00026953698,8.327656e-7,0.0004089754,0.0062162783,0.9262744,0.009756537,0.0035773788,0.00021309858],"about_ca_topic_score_codex":0.000056185792,"about_ca_topic_score_gemma":0.000023811903,"teacher_disagreement_score":0.41503128,"about_ca_system_score_codex":0.00001070944,"about_ca_system_score_gemma":0.0000018679659,"threshold_uncertainty_score":0.11686879},"labels":[],"label_agreement":null},{"id":"W2544980588","doi":"10.1109/iedm.1994.383446","title":"An integrated CMOS polysilicon coil-based micro-Pirani gauge with high heat transfer efficiency","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Electromagnetic coil; Torr; Materials science; CMOS; Thermal conductivity; Electrical engineering; Fabrication; Heat transfer; Sensitivity (control systems); Optoelectronics; Analytical Chemistry (journal); Electronic engineering; Composite material; Physics; Engineering; Thermodynamics; Chemistry","score_opus":0.007331622944134812,"score_gpt":0.18749568541341963,"score_spread":0.18016406246928482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544980588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430208,0.00026238838,0.053076446,0.00010629442,0.00006257077,0.00017953233,0.000017733282,0.0022402403,0.0010339569],"genre_scores_gemma":[0.994287,0.000056969988,0.005278167,0.00010794597,0.000015345922,0.000021833266,0.000012899338,0.000047411635,0.00017242655],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991309,0.000004562721,0.0001679232,0.00024210729,0.00011063323,0.00034386295],"domain_scores_gemma":[0.9995156,0.000021421667,0.0000036842098,0.00035708593,0.000030939424,0.000071247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029245348,0.0002408409,0.00021893017,0.000119276185,0.000060717903,0.000026176906,0.00019151087,0.00013104192,0.00046681077],"category_scores_gemma":[0.000003895739,0.00017343262,0.0000403537,0.00037150143,0.00008967141,0.00014424785,0.000004100775,0.00021722568,0.000040904615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014759979,0.00009007221,0.000041040264,0.00002017884,0.000013524258,0.000014573435,0.000060151113,0.012605598,0.9800462,0.00030417103,0.00011902736,0.0066707106],"study_design_scores_gemma":[0.00080819515,0.0003423738,0.00013212248,0.000030032737,0.0000146703505,0.0000075454527,0.00013781985,0.01486041,0.9806865,0.000017227328,0.0026377488,0.00032537198],"about_ca_topic_score_codex":0.00013654667,"about_ca_topic_score_gemma":0.00015467814,"teacher_disagreement_score":0.051266164,"about_ca_system_score_codex":0.000047665042,"about_ca_system_score_gemma":0.0000061394653,"threshold_uncertainty_score":0.7072377},"labels":[],"label_agreement":null},{"id":"W2545338803","doi":"","title":"A novel IC compatible push-pull mach-zehnder interferometer optomechanical pressure sensor","year":2014,"lang":"en","type":"article","venue":"Cambridge University Engineering Department Publications Database","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Interferometry; Mach–Zehnder interferometer; Pressure sensor; Materials science; Optoelectronics; Waveguide; Optics; Sensitivity (control systems); Substrate (aquarium); Silicon; Physics; Electronic engineering; Engineering","score_opus":0.011952525718417116,"score_gpt":0.19877022559281318,"score_spread":0.18681769987439606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545338803","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12612534,0.00013740361,0.86767673,0.00025317294,0.0003282882,0.00038951455,0.0010884468,0.002755635,0.0012454577],"genre_scores_gemma":[0.92796874,0.00013407694,0.06800285,0.000050098024,0.00009289655,0.000029917597,0.0013791374,0.000078301615,0.0022639914],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884605,0.000007967169,0.00019508095,0.00037185312,0.00016623338,0.0004127943],"domain_scores_gemma":[0.9987578,0.00008597594,0.000041828425,0.0008417061,0.000084002146,0.00018871305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001138024,0.00026939524,0.00024083356,0.00045642708,0.00010901797,0.000059361028,0.00046398354,0.000113247515,0.000028909337],"category_scores_gemma":[0.00010118002,0.00031189635,0.00008038835,0.0005608307,0.00004465725,0.00061370205,0.00023730105,0.00030789693,0.000062035106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004220427,0.000608398,0.00023935974,0.00054166396,0.00076406717,0.000025737758,0.000064398024,0.08186117,0.7117208,0.10877365,0.093376555,0.0019819972],"study_design_scores_gemma":[0.0009596203,0.000059362763,0.0010651245,0.000054713437,0.00011857459,0.00003743444,0.000058392816,0.1729987,0.029736938,0.0000033324623,0.79427993,0.0006278461],"about_ca_topic_score_codex":0.00001188044,"about_ca_topic_score_gemma":0.0000039262804,"teacher_disagreement_score":0.8018434,"about_ca_system_score_codex":0.0001548396,"about_ca_system_score_gemma":0.000014929277,"threshold_uncertainty_score":0.9999333},"labels":[],"label_agreement":null},{"id":"W2545547325","doi":"10.1109/icisip.2005.1619439","title":"Analysis, Simulation and Testing of a Micromirror with Rotational Serpentine Springs","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface micromachining; Fabrication; Stiffness; Wafer; Voltage; Materials science; Microelectromechanical systems; Rotational speed; Finite element method; Silicon on insulator; Optics; Torsion spring; Spring (device); Structural engineering; Acoustics; Mechanical engineering; Engineering; Optoelectronics; Physics; Silicon; Electrical engineering; Composite material","score_opus":0.012206750645934204,"score_gpt":0.23699769865541748,"score_spread":0.22479094800948327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545547325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97939277,0.000052889507,0.019909928,0.000017501343,0.000002429809,0.00003883251,0.0000010206602,0.00016225086,0.00042239297],"genre_scores_gemma":[0.81607527,0.000003235033,0.1838648,0.0000034734917,0.0000044771427,0.0000018224806,0.0000013169866,0.0000041334915,0.00004145843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976015,4.1242774e-7,0.000083638224,0.000059424598,0.000039911618,0.000056455447],"domain_scores_gemma":[0.9998534,0.000038570262,0.000018555495,0.000052174073,0.000027560965,0.000009788062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021165086,0.000045615085,0.00007736424,0.00008128983,0.000012657562,0.0000040742807,0.000020971405,0.000018254976,0.000013294872],"category_scores_gemma":[0.00001347111,0.000036902315,0.000009944774,0.0002400645,0.000016532038,0.000084855325,0.000008970523,0.000029441377,7.576062e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033121178,0.000005852634,0.00830562,0.000014059258,0.00006722481,2.2710725e-7,0.00003131891,0.8077273,0.17009097,0.00007962617,0.0000017030122,0.013672804],"study_design_scores_gemma":[0.00031156655,0.000028115519,0.120415635,0.000017341963,0.00008143113,0.0000017379317,0.00006468172,0.6944365,0.18369962,0.00008320682,0.0007291119,0.00013102895],"about_ca_topic_score_codex":0.000009404196,"about_ca_topic_score_gemma":0.000057353274,"teacher_disagreement_score":0.16395488,"about_ca_system_score_codex":0.0000067885444,"about_ca_system_score_gemma":0.0000017628198,"threshold_uncertainty_score":0.15048328},"labels":[],"label_agreement":null},{"id":"W2545648380","doi":"10.1016/j.elstat.2009.12.002","title":"Analysis of charged device model (CDM) ESD in MEMS","year":2010,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Stiction; Microelectromechanical systems; Electrostatic discharge; Capacitive sensing; Materials science; Dielectric; Voltage; Charge (physics); Square (algebra); Optoelectronics; Electrical engineering; Physics; Engineering","score_opus":0.009283098642493784,"score_gpt":0.25669388082204136,"score_spread":0.2474107821795476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545648380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739082,0.00022358583,0.025514344,0.000053140382,0.00007464883,0.00003034974,0.0000050358835,0.000024198805,0.00016652246],"genre_scores_gemma":[0.97489786,0.00048319343,0.024554318,0.00001868419,0.000015224546,8.5978564e-7,0.0000010584289,0.0000131855395,0.000015613174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992111,0.0000021216722,0.00042090457,0.00004651511,0.0001422044,0.00017716324],"domain_scores_gemma":[0.9995119,0.000059248632,0.00016315463,0.00012808746,0.00010406325,0.000033560456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017726843,0.00008655315,0.0003332848,0.0005040442,0.00001094006,0.0000064071996,0.0001504515,0.00007822376,0.000009142037],"category_scores_gemma":[0.000101738806,0.00007542874,0.000093259485,0.00061570044,0.0000288014,0.00011260475,0.000009455956,0.00050841935,4.844473e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008819119,0.00002577304,0.00059218984,0.00001388473,0.00018486718,0.0000056739177,0.00017462899,0.1257928,0.8706997,0.0003593207,0.00007260606,0.0020697562],"study_design_scores_gemma":[0.0005180169,0.00015121876,0.0023498589,0.000023526833,0.00036120252,0.000014140915,0.00014789769,0.45268634,0.5374615,0.00550053,0.00058618805,0.00019955472],"about_ca_topic_score_codex":0.0000021408428,"about_ca_topic_score_gemma":0.00015046602,"teacher_disagreement_score":0.33323815,"about_ca_system_score_codex":0.000032551416,"about_ca_system_score_gemma":0.000029104416,"threshold_uncertainty_score":0.30758947},"labels":[],"label_agreement":null},{"id":"W2545818258","doi":"10.4028/www.scientific.net/ast.100.87","title":"Ripples in Graphene Sheets and Nanoribbons","year":2016,"lang":"en","type":"article","venue":"Advances in science and technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ripple; Graphene; Graphene nanoribbons; Materials science; Pseudopotential; Wave vector; Condensed matter physics; Nanotechnology; Physics; Electrical engineering; Engineering","score_opus":0.003941225635545176,"score_gpt":0.2310411269773179,"score_spread":0.22709990134177274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545818258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030554,0.0072045866,0.00033770554,0.00064992165,0.00010241855,0.00007744008,0.0000016332702,0.00031947464,0.0010012843],"genre_scores_gemma":[0.9683679,0.02866969,0.0029086273,0.000008904489,0.0000035541486,0.000029460716,4.361764e-8,0.0000052305118,0.000006601977],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992257,0.000001080964,0.00012452363,0.00025377987,0.0000805939,0.00031433205],"domain_scores_gemma":[0.99973094,0.00004038125,0.00001524282,0.00016952903,0.000020669897,0.000023207871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013631409,0.00009260405,0.00013093746,0.0007466835,0.00004761601,0.0000072652624,0.0002022227,0.000080061516,0.0000016139874],"category_scores_gemma":[0.00016836553,0.000065210836,0.0000043157097,0.0010611063,0.001519008,0.0007333327,0.00010811238,0.000101185964,0.0000011570174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014558555,0.0000059907084,0.011092135,0.000008103177,6.641224e-7,0.000010495668,0.000022549326,0.000011195655,0.27962604,0.04414423,0.000002622651,0.6650745],"study_design_scores_gemma":[0.0011232181,0.00017301626,0.023629308,0.00028022315,0.0000025207494,0.000076970886,0.00095491647,0.00018253333,0.49077794,0.4446377,0.037607763,0.00055391615],"about_ca_topic_score_codex":0.0000029831035,"about_ca_topic_score_gemma":0.00027983464,"teacher_disagreement_score":0.66452056,"about_ca_system_score_codex":0.000035226167,"about_ca_system_score_gemma":0.000011307895,"threshold_uncertainty_score":0.5596848},"labels":[],"label_agreement":null},{"id":"W2545876109","doi":"10.1109/tic-sth.2009.5444429","title":"Design and modeling of a MEMS accelerometer for a novel Virtual Button user interface","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accelerometer; Microelectromechanical systems; Interface (matter); Computer science; Acceleration; Mobile device; Noise (video); Phone; User interface; Embedded system; Operating system; Artificial intelligence; Physics; Materials science; Nanotechnology","score_opus":0.048288938264592934,"score_gpt":0.26987154719399525,"score_spread":0.22158260892940232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545876109","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34630492,0.00008597278,0.6531955,0.00002037315,0.000021064392,0.00011581529,0.0000011136904,0.00017986778,0.00007536026],"genre_scores_gemma":[0.81183445,0.00005878409,0.18799174,0.000011998221,0.0000058642336,0.000009512209,2.7065713e-7,0.0000097956445,0.00007760487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962574,4.3030948e-7,0.000119243225,0.00009404592,0.000035373134,0.00012515853],"domain_scores_gemma":[0.99982333,0.00003390891,0.000011240161,0.00009578921,0.000018944327,0.000016787802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045393816,0.0000853324,0.00012547793,0.000058927733,0.00001296373,0.000008138729,0.00006748202,0.000063221385,0.0000032783717],"category_scores_gemma":[0.000016434622,0.0000713656,0.000019789086,0.000052454146,0.000011675255,0.00012078693,0.000015753772,0.000052971827,3.998923e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012682128,0.000008826793,2.6206914e-7,0.000008111774,0.00000873881,7.023397e-8,0.000049745762,0.2138132,0.7748079,0.0004099186,0.0000443313,0.010836264],"study_design_scores_gemma":[0.0002694199,0.00016199554,0.000004063385,0.00001630366,0.0000046732985,0.0000013031847,0.000083636005,0.4472166,0.55096155,0.0010516668,0.00014481205,0.00008397426],"about_ca_topic_score_codex":0.0000018565441,"about_ca_topic_score_gemma":8.8457574e-7,"teacher_disagreement_score":0.4655295,"about_ca_system_score_codex":0.000010010693,"about_ca_system_score_gemma":0.000002046296,"threshold_uncertainty_score":0.29102048},"labels":[],"label_agreement":null},{"id":"W2546762154","doi":"10.1109/icm.2005.1590098","title":"Numerical Simulations of MEMS Comb-Drive Using Coupled Mechanical and Electrostatic Analyses","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada)","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan","keywords":"Comb drive; Capacitance; Materials science; Microelectromechanical systems; Displacement (psychology); Spring (device); Voltage; Finite element method; Natural frequency; Boundary element method; Acoustics; Structural engineering; Physics; Optoelectronics; Engineering; Electrical engineering; Vibration","score_opus":0.025529709430516093,"score_gpt":0.3021474928111123,"score_spread":0.2766177833805962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546762154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75494087,0.00013213184,0.24450935,0.000011182422,0.000014788458,0.000053570024,0.000002457322,0.0002060701,0.00012957648],"genre_scores_gemma":[0.9783204,0.000024989939,0.021613523,0.000004388146,0.000008366159,0.0000014772596,0.0000036024094,0.000011208072,0.000012004384],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995553,0.000001709826,0.00016707802,0.00008281551,0.00006468359,0.00012841093],"domain_scores_gemma":[0.99976254,0.00008249532,0.000022446007,0.000092664945,0.000022585205,0.000017274057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016436907,0.00007995312,0.00016695604,0.00006398797,0.000029131284,0.0000062923073,0.00003764549,0.000049501443,0.000019497098],"category_scores_gemma":[0.000019871624,0.00006903624,0.000024590452,0.00018583583,0.000035608566,0.000059664882,0.000013185168,0.000068312955,5.416771e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014040874,0.000010522674,0.000039441427,0.000008505257,0.000013478646,7.7129914e-7,0.000003835778,0.20282778,0.7956741,0.0012938896,0.000009956508,0.000116313284],"study_design_scores_gemma":[0.00013099248,0.0000226348,0.00023798906,0.0000052997757,0.000017281489,0.000002190548,0.000023266548,0.5935152,0.40109706,0.0048521687,0.00002532419,0.00007055799],"about_ca_topic_score_codex":0.00011018941,"about_ca_topic_score_gemma":0.00003205435,"teacher_disagreement_score":0.39457706,"about_ca_system_score_codex":0.000019290688,"about_ca_system_score_gemma":0.0000044120393,"threshold_uncertainty_score":0.28152162},"labels":[],"label_agreement":null},{"id":"W2547356909","doi":"10.1109/newcas.2016.7604822","title":"Ultra-high sensitivity, low-power dual chopper signal conditioning circuit for integrated sensors","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Capacitive sensing; Chopper; Electrical engineering; Signal conditioning; Capacitance; CMOS; Sensitivity (control systems); Amplifier; Transducer; Electronic engineering; Materials science; Voltage; Power (physics); Engineering; Physics","score_opus":0.009664114471800175,"score_gpt":0.21312850138849493,"score_spread":0.20346438691669474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547356909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8026683,0.00001591889,0.19225301,0.00014050523,0.00025914982,0.0002196426,0.00010198011,0.0016574848,0.0026840358],"genre_scores_gemma":[0.99682146,0.000024046563,0.001940637,0.000054007098,0.000055273325,0.000037457936,0.000013764473,0.000043461572,0.0010099019],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918914,0.0000047347517,0.00016912678,0.00020466169,0.000090129324,0.00034220362],"domain_scores_gemma":[0.999439,0.00024858819,0.000023146638,0.00016553406,0.000072472714,0.00005128543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008571262,0.00018463178,0.00019050446,0.00009149892,0.000068595924,0.000021262491,0.000049685812,0.0001472023,0.00032048553],"category_scores_gemma":[0.000081908445,0.0001259864,0.00006587409,0.000102096084,0.00008468041,0.00021270073,0.000012855236,0.00011369589,0.000067892994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006395568,0.000010953755,0.000021494487,0.000012239508,0.000036502137,0.0000151579725,0.000026723199,0.0007579445,0.98779255,0.004517366,0.002189897,0.0046127737],"study_design_scores_gemma":[0.0006306073,0.000056800458,0.0002842611,0.000079023615,0.000009014198,0.000030576204,0.00020350638,0.00021960726,0.99042726,0.0027973913,0.00494587,0.00031610194],"about_ca_topic_score_codex":0.000007724502,"about_ca_topic_score_gemma":0.000018739851,"teacher_disagreement_score":0.19415317,"about_ca_system_score_codex":0.0000720606,"about_ca_system_score_gemma":0.000010580885,"threshold_uncertainty_score":0.5137576},"labels":[],"label_agreement":null},{"id":"W2548005565","doi":"10.1109/icece.2012.6471490","title":"Sidewall roughness control in deep reactive ion etch process for micromachined Si devices","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Deep reactive-ion etching; Passivation; Materials science; Etching (microfabrication); Reactive-ion etching; Optoelectronics; Silicon; Surface finish; Surface roughness; Surface micromachining; Nanotechnology; Electronic engineering; Layer (electronics); Fabrication; Composite material; Engineering","score_opus":0.010879072869852723,"score_gpt":0.2639514031593319,"score_spread":0.2530723302894792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548005565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96855897,0.0007400994,0.028061338,0.00008159584,0.00015871659,0.00043729297,0.00000493123,0.0005975154,0.0013595353],"genre_scores_gemma":[0.9970627,0.00002020661,0.0025103139,0.00006191745,0.000059613278,0.00020929573,0.0000047723465,0.000027965838,0.00004324803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992928,0.0000026574503,0.00015673181,0.00012016526,0.00005438413,0.0003732747],"domain_scores_gemma":[0.9996769,0.00010676314,0.00002827739,0.00011891005,0.000031297237,0.000037862832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009851563,0.0001412913,0.00018996633,0.00007444052,0.000027423484,0.000009527057,0.000112952235,0.000119322525,0.000007553393],"category_scores_gemma":[0.00005706164,0.000117864074,0.00003161672,0.000121898345,0.000016574555,0.00039994912,0.000012631046,0.00012373764,0.0000060611837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011824967,0.00015068875,0.008984484,0.00035332117,0.00007444259,0.0000029886803,0.0015122924,0.0045550847,0.94804525,0.0014314004,0.000102932085,0.034668878],"study_design_scores_gemma":[0.002758826,0.00009238956,0.014618385,0.000077496166,0.00003400708,0.0000099856725,0.0026974545,0.026632184,0.94115424,0.0042532696,0.0069726883,0.0006990922],"about_ca_topic_score_codex":0.000030299489,"about_ca_topic_score_gemma":0.0004310583,"teacher_disagreement_score":0.033969786,"about_ca_system_score_codex":0.000058939346,"about_ca_system_score_gemma":0.0000052760956,"threshold_uncertainty_score":0.48063573},"labels":[],"label_agreement":null},{"id":"W2550679989","doi":"10.1149/ma2012-01/18/805","title":"CMOS Sensors for Compressive Sensing","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CMOS; Compressed sensing; Computer science; Materials science; Electronic engineering; Electrical engineering; Optoelectronics; Engineering; Artificial intelligence","score_opus":0.018928420768294693,"score_gpt":0.24825079459032987,"score_spread":0.22932237382203519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550679989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682659,0.0006046653,0.00033849562,0.000039421047,0.0009050335,0.00015878903,0.000006246337,0.0010821421,0.028599309],"genre_scores_gemma":[0.96338207,0.000031125554,0.036148075,0.000014339161,0.00028072586,0.0000060150537,0.000003740782,0.000041259253,0.00009265712],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992005,0.0000023680598,0.00017977638,0.00010535101,0.00007615459,0.00043582811],"domain_scores_gemma":[0.99948704,0.00020141485,0.00005307093,0.00015902205,0.000029869203,0.00006960424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014256431,0.00013779193,0.00014352151,0.000047870635,0.00009166642,0.000017210677,0.00006626894,0.00010468186,0.0000024197293],"category_scores_gemma":[0.00022762099,0.00013729944,0.000044454766,0.000058661073,0.000027669435,0.00013800031,0.000021253223,0.00015987673,0.000027037828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045704796,0.000012195819,0.000056487574,0.000072561335,0.000023203975,0.0000044752487,0.00027986083,0.17526083,0.8168855,0.000015212751,0.002177213,0.005207893],"study_design_scores_gemma":[0.00019534711,0.000011053606,0.0011670837,0.00012084816,0.000012781479,0.000015862688,0.00033084553,0.0032864984,0.9610845,0.00033953373,0.033194356,0.00024128455],"about_ca_topic_score_codex":0.000006980483,"about_ca_topic_score_gemma":0.000001626156,"teacher_disagreement_score":0.17197433,"about_ca_system_score_codex":0.000033574997,"about_ca_system_score_gemma":0.0000033430065,"threshold_uncertainty_score":0.55989087},"labels":[],"label_agreement":null},{"id":"W2551213343","doi":"10.1007/s10470-016-0876-0","title":"AC actuation contribution to the induced electromotive force in the miniaturized inductive planar microphone","year":2016,"lang":"en","type":"article","venue":"Analog Integrated Circuits and Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microphone; Voltage; Physics; Inductor; Electrical engineering; Acoustics; Concentric; Transformer; Engineering; Sound pressure; Mathematics","score_opus":0.011404425292562987,"score_gpt":0.2243358613371556,"score_spread":0.2129314360445926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551213343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959897,0.00044282933,0.03823904,0.00083356985,0.00003873778,0.00031718708,0.000011369665,0.000112384114,0.00010787756],"genre_scores_gemma":[0.999487,0.00010588474,0.00008710996,0.00017681358,0.000046937694,0.000055876713,0.000008909378,0.00001420664,0.000017301247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991556,0.000024482713,0.0001990216,0.00020353295,0.00012067576,0.0002967242],"domain_scores_gemma":[0.9995713,0.00012828513,0.000055758042,0.000105018,0.00010999959,0.000029642488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024444913,0.0001729278,0.00017551705,0.00013010362,0.00016118061,0.00006111532,0.00018159086,0.00013848302,0.000004240904],"category_scores_gemma":[0.0001118201,0.000079870566,0.000024470572,0.0005713644,0.000060861825,0.00023208189,0.000010284712,0.00032585458,0.000004176376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013461898,0.0000088914585,0.000016799038,0.0000050857398,0.000015254311,0.0000038388407,0.00086152565,0.000010937743,0.8650699,0.0001628859,0.0000712074,0.1337602],"study_design_scores_gemma":[0.0011137592,0.00035727108,0.0049255495,0.00044943302,0.000040425635,0.000037454512,0.0036370326,0.0004980646,0.9767019,0.010332832,0.0014724291,0.00043386073],"about_ca_topic_score_codex":0.000027455917,"about_ca_topic_score_gemma":0.00012650176,"teacher_disagreement_score":0.13332634,"about_ca_system_score_codex":0.00009805684,"about_ca_system_score_gemma":0.000034793324,"threshold_uncertainty_score":0.32570273},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.005943757933245602,"score_gpt":0.19959636854081694,"score_spread":0.19365261060757133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552039336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92457867,0.0063300612,0.06698911,0.000059603477,0.000017932707,0.0001292409,0.000035513047,0.0018384235,0.000021461541],"genre_scores_gemma":[0.98828685,0.0038738358,0.0077608023,0.0000013972245,0.0000011066606,0.000021447035,0.0000012082211,0.000022850789,0.00003051894],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991854,0.0000026406688,0.00025348566,0.00023935025,0.00006281829,0.0002563338],"domain_scores_gemma":[0.999522,0.00007613227,0.00006239448,0.0002991409,0.000025704296,0.000014647897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007886243,0.00018159024,0.00039584097,0.0005306208,0.000041014133,0.000013722395,0.00016728425,0.00024465073,0.0000017309277],"category_scores_gemma":[0.000022109658,0.00012571372,0.00005304182,0.0004549782,0.00021010963,0.000100848076,0.000094621195,0.00010234089,9.58755e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004318676,0.0000038005985,0.00057649135,0.00008466906,0.00025294235,0.0000015601029,0.000040969222,0.0002592933,0.96774167,0.0003638235,0.0000030594108,0.030667428],"study_design_scores_gemma":[0.00039082297,0.00005943583,0.00081355806,0.00020608684,0.00025815552,0.000019147179,0.0010417895,0.034772877,0.96002746,0.0016553388,0.00034958782,0.00040571883],"about_ca_topic_score_codex":0.000006024161,"about_ca_topic_score_gemma":0.000027028073,"teacher_disagreement_score":0.06370817,"about_ca_system_score_codex":0.000044748624,"about_ca_system_score_gemma":0.0000039233914,"threshold_uncertainty_score":0.51264566},"labels":[],"label_agreement":null},{"id":"W2553852550","doi":"10.1109/naecon.2015.7443073","title":"Design of wide temperature range resonant-mode absolute MEMS pressure sensor","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Microelectromechanical systems; Tuning fork; Fabrication; Pressure sensor; Wafer; Materials science; Optoelectronics; Pressure measurement; Acoustics; Vibration; Engineering; Mechanical engineering; Physics","score_opus":0.024503579519324383,"score_gpt":0.2400799851457242,"score_spread":0.21557640562639982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553852550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78543264,0.030700909,0.15336198,0.0012096978,0.0016250684,0.0019031164,0.000107235035,0.008732332,0.01692701],"genre_scores_gemma":[0.91088754,0.00068503886,0.08239721,0.000060827984,0.00008924113,0.000036713092,0.0000041054723,0.00007153392,0.00576778],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993864,0.000004468178,0.00013631482,0.00013051284,0.00013320973,0.00020905917],"domain_scores_gemma":[0.99952126,0.000051227613,0.000022463444,0.0002897642,0.00005926252,0.000056025918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008651871,0.00013891944,0.00020189644,0.00005782641,0.000017963172,0.000008646181,0.00014649192,0.0001710651,0.000014760052],"category_scores_gemma":[0.000074492746,0.00010883307,0.000030418103,0.000117565716,0.000040235733,0.00012130987,0.000032362976,0.00016816295,0.000012768467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038489066,0.000016377271,0.000035723868,0.0000728007,0.00006266903,0.000014918518,0.00024459264,0.07449794,0.8644219,0.00024987262,0.058745876,0.0015988409],"study_design_scores_gemma":[0.00086793414,0.00011047938,0.0002054523,0.00006830081,0.000035815112,0.000011145319,0.00041826753,0.009719015,0.89634,0.0013571719,0.09047256,0.0003938415],"about_ca_topic_score_codex":0.00001586539,"about_ca_topic_score_gemma":0.000009573914,"teacher_disagreement_score":0.1254549,"about_ca_system_score_codex":0.000016016515,"about_ca_system_score_gemma":0.000013153564,"threshold_uncertainty_score":0.44380838},"labels":[],"label_agreement":null},{"id":"W2555998646","doi":"10.1088/1361-6439/27/1/015023","title":"Closed-form modelling and design analysis of V- and Z-shaped electrothermal microactuators","year":2016,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; Mechanical engineering; Mechanics; Engineering; Physics","score_opus":0.010048612457691833,"score_gpt":0.190393832454452,"score_spread":0.18034521999676015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555998646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58168525,0.00432341,0.41388026,0.000013048206,0.000027748336,0.000040772684,0.000004889546,0.0000234766,0.0000011580822],"genre_scores_gemma":[0.9521207,0.014808154,0.03301233,0.0000048941956,0.000016354561,0.0000011596516,2.3512594e-7,0.000028668836,0.0000074666723],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923474,0.0000032852442,0.00036065473,0.0001139656,0.00006658109,0.0002207533],"domain_scores_gemma":[0.99960655,0.00006902634,0.000114234615,0.000090124544,0.000048838516,0.000071202056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019114898,0.00017268244,0.00041645914,0.00050745683,0.000027301045,0.000016782951,0.00008408833,0.00009519488,0.0000029075954],"category_scores_gemma":[0.000011867743,0.0001284529,0.000071604445,0.00021550026,0.000027653889,0.00015538292,0.000035826535,0.00013973363,8.693893e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016005612,0.000005618792,0.0000113987035,0.00004437823,0.00037273683,0.0000050143612,0.00011946658,0.0042280825,0.9755011,0.00011750507,0.0000048002203,0.019573852],"study_design_scores_gemma":[0.0007660599,0.00016509587,0.00012768836,0.00021192833,0.00043537508,0.00014990693,0.000113446724,0.11428797,0.882455,0.0006968508,0.0003113724,0.00027930786],"about_ca_topic_score_codex":0.0000014821794,"about_ca_topic_score_gemma":9.345406e-7,"teacher_disagreement_score":0.38086793,"about_ca_system_score_codex":0.000031758365,"about_ca_system_score_gemma":0.000007825065,"threshold_uncertainty_score":0.5238157},"labels":[],"label_agreement":null},{"id":"W2559880585","doi":"10.1016/j.apm.2016.11.017","title":"Modelling the dynamic response of a micro-cantilever excited at its base by an arbitrary thermal input using Laplace transformation","year":2016,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Michael Smith Health Research BC; Compute Canada; CMC Microsystems","keywords":"Cantilever; Laplace transform; Actuator; Partial differential equation; Laplace's equation; Beam (structure); Differential equation; Timoshenko beam theory; Control theory (sociology); Vibration; Mathematical analysis; Mechanics; Materials science; Mathematics; Physics; Acoustics; Structural engineering; Computer science; Engineering; Optics","score_opus":0.02327682132982015,"score_gpt":0.22910115746719445,"score_spread":0.2058243361373743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559880585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.500117,0.00013354442,0.49917966,0.000027682754,0.000011923217,0.00021597673,0.000016884764,0.00019231501,0.00010501545],"genre_scores_gemma":[0.94229674,0.0001280163,0.057399284,0.000016486116,0.0000100986845,0.0000385818,0.000004603062,0.000067842324,0.000038322294],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986946,0.000017852772,0.0004776897,0.00022999484,0.00021290121,0.00036694034],"domain_scores_gemma":[0.9990826,0.00035208746,0.000079686506,0.00038784812,0.00003191594,0.00006584392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003640783,0.00025737664,0.0003050768,0.00009338389,0.000117707845,0.000016731236,0.00024401216,0.00018230744,0.000029546676],"category_scores_gemma":[0.000010519034,0.0001634368,0.000070929105,0.0001585453,0.000103298466,0.00028925628,0.000040098897,0.00019088878,0.000016844697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011119825,0.00001956641,3.498866e-8,0.00007735895,0.000013312645,6.181568e-7,0.00036200523,0.47842017,0.51898587,0.0015558021,0.0000023110154,0.0004517409],"study_design_scores_gemma":[0.0002558736,0.000012110778,1.0261823e-7,0.000102003614,0.000019393154,0.0000047317435,0.00008449693,0.6445242,0.3447623,0.010056794,0.000022315591,0.00015563222],"about_ca_topic_score_codex":0.0000020446498,"about_ca_topic_score_gemma":4.2360784e-7,"teacher_disagreement_score":0.44217977,"about_ca_system_score_codex":0.000102324186,"about_ca_system_score_gemma":0.000013782107,"threshold_uncertainty_score":0.6664759},"labels":[],"label_agreement":null},{"id":"W2573784202","doi":"10.1504/ijnm.2009.027051","title":"Modelling and verification of XeF&lt;SUB align=right&gt;2 silicon micromachining","year":2009,"lang":"en","type":"article","venue":"International Journal of Nanomanufacturing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Xenon difluoride; Etching (microfabrication); Silicon; Materials science; Bulk micromachining; Surface micromachining; Microelectromechanical systems; Chamber pressure; Isotropy; Reactive-ion etching; Optoelectronics; Dry etching; Composite material; Optics; Fabrication; Layer (electronics); Metallurgy; Chemistry","score_opus":0.008255364653507099,"score_gpt":0.22140704585740306,"score_spread":0.21315168120389597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573784202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820705,0.0011103586,0.016001126,0.00011313196,0.00034459357,0.000036275786,0.0000029774628,0.00005406641,0.00026696917],"genre_scores_gemma":[0.9935133,0.001020498,0.0053168973,0.000014416008,0.00011487848,5.270343e-7,0.0000013795236,0.000011312059,0.0000068286413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992104,0.0000037856448,0.00039240686,0.00008549048,0.00019736242,0.000110527275],"domain_scores_gemma":[0.9995504,0.000039961207,0.00020172878,0.000081888444,0.00009142239,0.000034577988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010417303,0.000111319074,0.00017312882,0.0002476089,0.000025840312,0.000026332898,0.00022423842,0.00006469752,0.0000043041687],"category_scores_gemma":[0.000016504504,0.000102091144,0.000062363164,0.000035861725,0.000026028662,0.00032002176,0.00001910133,0.00015935069,8.284287e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021691985,0.000015071421,0.000020773941,0.000008611516,0.00005616995,0.000019542958,0.00013927433,0.19822015,0.77022505,0.0002594745,0.000020011335,0.030994197],"study_design_scores_gemma":[0.0003329419,0.00006027075,0.0016171366,0.00013267265,0.00001144037,0.00012635249,0.000034017452,0.0106663015,0.98258156,0.0029169766,0.0014149173,0.00010541608],"about_ca_topic_score_codex":0.000001712604,"about_ca_topic_score_gemma":6.1750404e-7,"teacher_disagreement_score":0.21235652,"about_ca_system_score_codex":0.00006149649,"about_ca_system_score_gemma":0.000009091896,"threshold_uncertainty_score":0.41631562},"labels":[],"label_agreement":null},{"id":"W2575599576","doi":"10.1109/icsens.2016.7808651","title":"Wideband piezoelectric mems vibration sensor","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Piezoelectricity; Materials science; Microelectromechanical systems; PMUT; Fabrication; Proof mass; Optoelectronics; Nanogenerator; Piezoelectric motor; Piezoelectric sensor; Wideband; Vibration; Electromechanical coupling coefficient; Piezoelectric accelerometer; Voltage; Acoustics; Electronic engineering; Electrical engineering; Composite material; Engineering; Physics","score_opus":0.007736321907620896,"score_gpt":0.2002317807444098,"score_spread":0.19249545883678892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2575599576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37045234,0.00022607503,0.6092422,0.00047109582,0.00019711876,0.00009837522,0.0000015205748,0.0026759987,0.01663526],"genre_scores_gemma":[0.99412614,0.00032450535,0.0035351277,0.000023316654,0.00003297493,0.0000083991135,3.4402066e-7,0.0000130590615,0.0019361202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969274,5.429431e-7,0.00006772227,0.00007080434,0.00004157935,0.00012660991],"domain_scores_gemma":[0.99982804,0.00002867138,0.000006431147,0.0001104938,0.000009305514,0.000017057322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000016634454,0.00006117852,0.00005715028,0.000050321352,0.000017641967,0.0000059552,0.000043144188,0.00004830906,0.0000793664],"category_scores_gemma":[0.00002304658,0.00003604383,0.000014875739,0.00009797317,0.000012932768,0.00012821052,0.000007111257,0.00003101009,0.000086223656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.8938725e-7,0.0000015933153,0.0000146204775,0.0000022982233,0.0000037822574,8.929405e-7,0.000003175881,0.000039498656,0.82118624,0.0006661029,0.0014152525,0.17666568],"study_design_scores_gemma":[0.00015270559,0.000023172735,0.00015473837,0.000007223323,0.000001861893,0.0000037083018,0.0000094109555,0.00029043457,0.97469795,0.002607137,0.021946585,0.00010504843],"about_ca_topic_score_codex":0.0000014750999,"about_ca_topic_score_gemma":0.0000065224854,"teacher_disagreement_score":0.6236738,"about_ca_system_score_codex":0.00002241351,"about_ca_system_score_gemma":0.0000020656769,"threshold_uncertainty_score":0.14698248},"labels":[],"label_agreement":null},{"id":"W2579479237","doi":"10.1109/icsens.2016.7808650","title":"Design, fabrication and characterization of a high performance MEMS accelerometer","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Deep reactive-ion etching; Microelectromechanical systems; Materials science; Capacitive sensing; Gyroscope; Fabrication; Sensitivity (control systems); Bandwidth (computing); Electronic engineering; Silicon on insulator; Wafer; Optoelectronics; Computer science; Electrical engineering; Etching (microfabrication); Reactive-ion etching; Engineering; Nanotechnology; Silicon; Aerospace engineering","score_opus":0.015418802449653938,"score_gpt":0.19674066628514172,"score_spread":0.1813218638354878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579479237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7472614,0.000009198278,0.2524173,0.000026440024,0.000029059458,0.000046649442,8.1485695e-7,0.0001564415,0.00005270232],"genre_scores_gemma":[0.9939085,0.00081812136,0.0051047816,0.000003846157,0.000007970734,0.000011942154,9.34622e-7,0.000006827411,0.0001370508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978554,6.942793e-7,0.00007296945,0.000052638614,0.00002947823,0.000058665657],"domain_scores_gemma":[0.9998651,0.00001337727,0.00001630382,0.000078985526,0.00001789193,0.0000083271425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021461301,0.000043109743,0.000057716636,0.00004417985,0.000008871137,0.0000026284208,0.00003409248,0.000031927502,0.000020421798],"category_scores_gemma":[0.000006184724,0.000027029419,0.000004052343,0.00005797818,0.00001840687,0.00019340392,0.000011113756,0.000014513507,0.000003930256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015171113,0.0000014466345,0.000068264395,0.000008902796,0.0000024724093,2.3217352e-8,0.000007636368,0.000008346756,0.8331028,0.000049250957,0.0000056342164,0.16674371],"study_design_scores_gemma":[0.00008943197,0.000025479234,0.047491554,0.000014218092,0.0000015568457,5.6007707e-7,0.0000020364243,0.00030926033,0.9516755,0.00015836794,0.00018647814,0.000045586272],"about_ca_topic_score_codex":7.2134696e-7,"about_ca_topic_score_gemma":1.2120026e-7,"teacher_disagreement_score":0.24731252,"about_ca_system_score_codex":0.000008281306,"about_ca_system_score_gemma":0.000001077467,"threshold_uncertainty_score":0.110222764},"labels":[],"label_agreement":null},{"id":"W2581166542","doi":"10.1016/b978-081551577-7.50007-9","title":"Transduction Mechanisms","year":2009,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transduction (biophysics); Biology; Biophysics","score_opus":0.009746495099802186,"score_gpt":0.20340485258037255,"score_spread":0.19365835748057036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581166542","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016129188,0.001377123,0.0005707397,0.000021670625,0.00050259416,0.00024558758,0.000011104666,0.0016254177,0.9956296],"genre_scores_gemma":[0.00032673814,0.0008152788,0.0048368177,0.00004475538,0.0001656155,0.000018673642,0.000010456306,0.000113409355,0.99366826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999165,8.3693914e-7,0.00023179752,0.00023537525,0.00014292171,0.00022409087],"domain_scores_gemma":[0.9995197,0.0000073939023,0.000041178766,0.00036466957,0.00002082069,0.00004622347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000399286,0.00034947472,0.00033862973,0.00013788644,0.000044731973,0.000014329723,0.00016544871,0.00047332945,0.00011162568],"category_scores_gemma":[0.0000019870047,0.00035056818,0.00014723308,0.000008218662,0.000042726042,0.00003903568,0.000014393952,0.00049474806,0.00011086928],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001480296,9.577154e-7,1.0817367e-9,0.00003431095,0.0000290298,0.000013263604,0.000019515408,0.000020723006,0.00778251,0.019014051,0.000073444644,0.9730107],"study_design_scores_gemma":[0.000070921706,0.000034204313,2.938024e-7,0.0001185461,0.000031347096,0.000013526626,0.0000027933652,0.0000058706864,0.011385311,0.24148206,0.74655473,0.00030042164],"about_ca_topic_score_codex":2.8632336e-8,"about_ca_topic_score_gemma":0.000004553401,"teacher_disagreement_score":0.9727103,"about_ca_system_score_codex":0.00007469704,"about_ca_system_score_gemma":0.000009093778,"threshold_uncertainty_score":0.9998946},"labels":[],"label_agreement":null},{"id":"W2583174609","doi":"10.1007/s00542-016-3250-3","title":"Wafer-level vacuum-encapsulated rate gyroscope with high quality factor in a commercial MEMS process","year":2017,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University of Dayton","keywords":"Gyroscope; Microfabrication; Materials science; Microelectromechanical systems; Vibrating structure gyroscope; Resonator; Wafer; Capacitance; Optoelectronics; Linearity; Fabrication; Electronic engineering; Engineering; Physics; Electrode","score_opus":0.03841514739553502,"score_gpt":0.29361111394386763,"score_spread":0.2551959665483326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583174609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991237,0.000487627,0.00069194933,0.00037285386,0.0002880827,0.00063930533,0.00016105521,0.005939434,0.00018270273],"genre_scores_gemma":[0.9977626,0.00022419647,0.0016218334,0.0000070850983,0.000016236,0.00019447823,0.000009247836,0.000069087524,0.00009523021],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99806625,0.000011016234,0.00054322486,0.0005084059,0.00019446816,0.0006766413],"domain_scores_gemma":[0.9980665,0.00006993811,0.0002478048,0.0014898153,0.000093108436,0.000032832028],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024841365,0.00046676156,0.0007277654,0.00027170483,0.00035889572,0.0002087304,0.0014495292,0.00065299554,0.0000061751007],"category_scores_gemma":[0.00025368197,0.00036729552,0.00005587352,0.0003068128,0.0003832963,0.0005012575,0.00030186307,0.000718717,0.000024665875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006664436,0.000057276557,0.009521375,0.0006907524,0.000073979376,0.000071095936,0.00023720246,0.00024420134,0.97746855,0.0007648451,0.000099283694,0.010704781],"study_design_scores_gemma":[0.001106955,0.00008934213,0.07003884,0.00046635122,0.0000095444875,0.000012837283,0.0015827876,0.00003757368,0.9236536,0.001926,0.00045399295,0.00062215986],"about_ca_topic_score_codex":0.00028571524,"about_ca_topic_score_gemma":0.0019204888,"teacher_disagreement_score":0.060517468,"about_ca_system_score_codex":0.00019961335,"about_ca_system_score_gemma":0.00003765815,"threshold_uncertainty_score":0.9998779},"labels":[],"label_agreement":null},{"id":"W2584157366","doi":"10.1109/icecs.2016.7841158","title":"A wide voltage range charge pump in 0.13 μm CMOS for biasing of MEMS resonators","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; CMC Microsystems","keywords":"Charge pump; Biasing; Voltage; CMOS; Optoelectronics; Materials science; Microelectromechanical systems; Resonator; Charge (physics); Electrical engineering; Range (aeronautics); Physics; Engineering; Capacitor","score_opus":0.0160643768099347,"score_gpt":0.23263911735483425,"score_spread":0.21657474054489956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584157366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715133,0.00035142578,0.025407422,0.0001510932,0.00014165354,0.00028510301,0.000018085198,0.0005093506,0.001622569],"genre_scores_gemma":[0.9962409,0.00026305646,0.002467054,0.000018190955,0.000020604126,0.000047584726,7.2123515e-7,0.000031090472,0.0009107669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993657,0.0000010981681,0.0001982831,0.00012659389,0.00006567193,0.00024269185],"domain_scores_gemma":[0.9995886,0.0001577735,0.000025653191,0.00018543188,0.000018659239,0.000023861608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009930249,0.00010812705,0.00018586867,0.00013859526,0.000013208123,0.0000035055743,0.00011447158,0.00009599986,0.000045945853],"category_scores_gemma":[0.0001824892,0.00007409487,0.000047470145,0.00013858196,0.000035922672,0.00013954223,0.000026453237,0.00005659358,0.00000963885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025691052,0.000022057035,0.0016487965,0.00011840014,0.000018946756,0.0000044249205,0.00011842529,0.000042350955,0.9346571,0.003206175,0.0013272002,0.05881044],"study_design_scores_gemma":[0.0009808488,0.00004196509,0.0012182225,0.00015344776,0.0000039370825,9.4125096e-7,0.00010211663,0.00030355676,0.9609396,0.0040254327,0.032038692,0.00019125419],"about_ca_topic_score_codex":0.000026990103,"about_ca_topic_score_gemma":0.00011301595,"teacher_disagreement_score":0.058619186,"about_ca_system_score_codex":0.000044686745,"about_ca_system_score_gemma":0.0000050498925,"threshold_uncertainty_score":0.3021501},"labels":[],"label_agreement":null},{"id":"W2584682354","doi":"10.1088/1361-6439/aa5dfb","title":"MEMS transducers low-cost fabrication using SU-8 in a sacrificial layer-free process","year":2017,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fabrication; Microelectromechanical systems; Transducer; Layer (electronics); Materials science; Process (computing); Nanotechnology; Optoelectronics; Electronic engineering; Engineering; Computer science; Electrical engineering; Medicine","score_opus":0.016789749509326463,"score_gpt":0.2545030229804845,"score_spread":0.23771327347115803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584682354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577075,0.001126297,0.040432308,0.000054283566,0.0005151311,0.000089161695,0.000008764496,0.00004985893,0.000016653123],"genre_scores_gemma":[0.9940541,0.0010727566,0.0047232714,0.000005368157,0.00009663509,0.000002670043,5.731658e-7,0.000039471528,0.000005169189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912316,0.0000017855101,0.0003631668,0.00011934101,0.00009485404,0.00029771542],"domain_scores_gemma":[0.99944365,0.000011036068,0.00015319392,0.0002576325,0.000073567055,0.000060946164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019795846,0.00017553633,0.00029119872,0.00033007702,0.000099924655,0.00009472579,0.0003983955,0.00011538577,0.0000029124462],"category_scores_gemma":[0.00006274574,0.00017696795,0.00006387951,0.00011175717,0.00002182719,0.0003737185,0.0000458996,0.0003529002,3.3290337e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010595234,0.000012574263,0.000024172285,0.00009825974,0.000019794952,0.000026702264,0.00020780198,0.010155048,0.97330683,0.00004122496,0.000019635592,0.016077345],"study_design_scores_gemma":[0.0012315871,0.00004786619,0.0007252561,0.000519691,0.000035095465,0.000265829,0.00033685777,0.022346826,0.972196,0.0009229555,0.0009991553,0.00037286698],"about_ca_topic_score_codex":0.000009995566,"about_ca_topic_score_gemma":0.000016295658,"teacher_disagreement_score":0.036346544,"about_ca_system_score_codex":0.00009943939,"about_ca_system_score_gemma":0.000018095754,"threshold_uncertainty_score":0.72165436},"labels":[],"label_agreement":null},{"id":"W2586926878","doi":"10.1115/imece2016-67083","title":"Uncertainty Quantification for Cantilever Based MEMS Switches Considering Bouncing Dynamics","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cantilever; Microelectromechanical systems; Reliability (semiconductor); Transient (computer programming); Computer science; Beam (structure); Voltage; Control theory (sociology); Electronic engineering; Materials science; Engineering; Physics; Power (physics); Structural engineering; Electrical engineering; Nanotechnology","score_opus":0.023514752175390962,"score_gpt":0.2356085786262745,"score_spread":0.21209382645088354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586926878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2822762,0.000051781753,0.71543175,0.0003545398,0.0002193439,0.0001714052,0.000020677056,0.0010499859,0.0004243465],"genre_scores_gemma":[0.9851926,0.00003838799,0.014377215,0.000025303298,0.000022010381,0.000060553164,0.000005825612,0.000027979284,0.0002501577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994072,6.77547e-7,0.00015436193,0.00015284074,0.00006507807,0.0002198527],"domain_scores_gemma":[0.9995155,0.00016469536,0.000024534258,0.00021942703,0.000049163547,0.000026683345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008808125,0.000114617294,0.00012137067,0.000059185382,0.000057619567,0.000016030115,0.00008152416,0.000079774996,0.000019040217],"category_scores_gemma":[0.00012454925,0.00007920144,0.00004084117,0.000066263834,0.0000406094,0.0001205044,0.000011892925,0.00004234206,0.0000071714007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069995804,0.0000050962494,0.0001291955,0.000055012013,0.000015998448,5.4219504e-7,0.000012513271,0.014003457,0.9340639,0.0045050113,0.00063658506,0.046565685],"study_design_scores_gemma":[0.00047283235,0.000020675774,0.00018876289,0.00007943003,0.000010116388,0.0000015455796,0.00019305522,0.13683325,0.84480405,0.004434588,0.012680474,0.00028124318],"about_ca_topic_score_codex":0.000036562586,"about_ca_topic_score_gemma":0.0006799118,"teacher_disagreement_score":0.7029164,"about_ca_system_score_codex":0.00017619548,"about_ca_system_score_gemma":0.000021267979,"threshold_uncertainty_score":0.32297412},"labels":[],"label_agreement":null},{"id":"W2587138836","doi":"10.1115/imece2016-66277","title":"Effect of Geometric and Material Properties on Thermoelastic Damping (TED) of 3D Hemispherical Inertial Resonator","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor; CMC Microsystems","keywords":"Resonator; Gyroscope; Thermoelastic damping; Q factor; RADIUS; Materials science; Helical resonator; Inertial frame of reference; Acoustics; Microelectromechanical systems; Quality (philosophy); Optics; Physics; Optoelectronics; Computer science; Classical mechanics; Thermal","score_opus":0.005768503005399986,"score_gpt":0.19602617650777104,"score_spread":0.19025767350237105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587138836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998331,0.00017315472,0.000745587,0.0000102728045,0.00009610894,0.00009619853,0.0000041640237,0.00019364845,0.00034986134],"genre_scores_gemma":[0.99926835,0.000098684,0.0005314662,0.0000018013775,0.000023475352,0.000011151187,1.9685659e-7,0.000015931375,0.000048968042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953103,0.0000056268505,0.00015383946,0.00009778329,0.00008587218,0.00012585096],"domain_scores_gemma":[0.999688,0.00013320264,0.000025455174,0.00012094391,0.000013218608,0.000019171091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006149323,0.00010434192,0.00020601379,0.00007997372,0.000010775947,0.000003151673,0.000068251866,0.0000727088,0.000043060827],"category_scores_gemma":[0.00018227629,0.00005276846,0.000019073044,0.00013936678,0.00008603888,0.000049411272,0.00004249901,0.000041628085,0.0000019346194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108074426,0.000006439827,0.00006778589,0.00013463253,0.0000122431165,7.310211e-7,0.000006384637,0.000055564476,0.9277472,0.00003645408,0.000022251124,0.07180223],"study_design_scores_gemma":[0.00038865747,0.00048368936,0.00041783383,0.00012311155,0.0000067608053,0.0000015723597,0.000005558171,0.00012507502,0.99820524,0.00001675631,0.00014857597,0.0000771866],"about_ca_topic_score_codex":0.0000058972983,"about_ca_topic_score_gemma":5.0788736e-7,"teacher_disagreement_score":0.07172504,"about_ca_system_score_codex":0.00001622962,"about_ca_system_score_gemma":0.000002865868,"threshold_uncertainty_score":0.21518354},"labels":[],"label_agreement":null},{"id":"W2588241828","doi":"10.1109/antem.2000.7851661","title":"Fabrication of a microwave MEMS switch","year":2000,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; National Research Council Canada","funders":"Canadian Space Agency","keywords":"Insertion loss; Microelectromechanical systems; Fabrication; Cantilever; Microwave; Materials science; Optoelectronics; Crossover switch; Coplanar waveguide; Waveguide; Electrical engineering; Optical switch; Engineering; Telecommunications","score_opus":0.0073256864696984265,"score_gpt":0.20573666455725295,"score_spread":0.19841097808755453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588241828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9140359,0.00022204817,0.011817342,0.000031543383,0.000032387015,0.000049566323,8.332319e-7,0.00052581995,0.073284574],"genre_scores_gemma":[0.99074554,0.0003032432,0.0077283857,0.0000071890718,0.000009075985,0.0000044708404,8.55241e-7,0.00000644813,0.001194786],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997977,2.314514e-7,0.00006984288,0.000042094274,0.000027001337,0.00006311617],"domain_scores_gemma":[0.99986464,0.0000060175985,0.0000053202148,0.00010655265,0.000009565858,0.000007895263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011069299,0.000037267113,0.000053260934,0.00002217953,0.000006043614,0.0000015897897,0.00004747645,0.000032233515,0.00022574175],"category_scores_gemma":[0.0000036415008,0.000032379627,0.000014128661,0.00007891946,0.000012242258,0.000039015886,0.0000037315183,0.000032233966,0.00003862322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.385564e-7,0.000004169792,0.000010711678,0.0000071679633,0.000004056019,1.9550198e-7,0.000022955277,0.0005146415,0.74596286,0.00028155517,0.0008297951,0.25236106],"study_design_scores_gemma":[0.000060609003,0.000009499211,0.00050522765,0.000004563532,0.000001687217,0.0000011543319,0.00003269106,0.00043192474,0.9769944,0.0018864351,0.020019481,0.000052353247],"about_ca_topic_score_codex":0.0000069703683,"about_ca_topic_score_gemma":0.0000049663495,"teacher_disagreement_score":0.2523087,"about_ca_system_score_codex":0.000007802428,"about_ca_system_score_gemma":0.0000012073222,"threshold_uncertainty_score":0.24717139},"labels":[],"label_agreement":null},{"id":"W2589803852","doi":"10.1016/j.cnsns.2017.02.016","title":"A parametric study of the nonlinear dynamics and sensitivity of a beam-rigid body microgyroscope","year":2017,"lang":"en","type":"article","venue":"Communications in Nonlinear Science and Numerical Simulation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonlinear system; Control theory (sociology); Parametric statistics; Gyroscope; Frequency response; Sensitivity (control systems); Phase portrait; Voltage; Bandwidth (computing); Physics; Beam (structure); Mechanics; Mathematics; Computer science; Optics; Bifurcation; Engineering; Electronic engineering; Quantum mechanics","score_opus":0.027127765083954262,"score_gpt":0.3322889664599955,"score_spread":0.30516120137604125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589803852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813855,0.000118584045,0.0013229916,0.00008287691,0.000029367684,0.00022018098,0.000006686946,0.000022037673,0.000058751884],"genre_scores_gemma":[0.99064153,0.0001772305,0.009162165,0.0000037692628,0.0000033860651,0.000004244688,0.0000010040709,0.0000046780756,0.0000020058167],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943477,0.000017068365,0.00019713648,0.00011721445,0.00013575035,0.00009808844],"domain_scores_gemma":[0.99848276,0.00024270757,0.000106600644,0.0010431968,0.00010425438,0.000020495949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041401014,0.00006657377,0.00014498031,0.000115448245,0.0003068531,0.000027002465,0.00041146987,0.0000397571,2.1254175e-7],"category_scores_gemma":[0.00086265156,0.000052081192,0.000012517777,0.00054924795,0.00085296674,0.00022011442,0.00050563394,0.00015391984,1.4865448e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042425367,0.0017218632,0.30986094,0.00010806616,0.0000367977,0.0000020937118,0.0017002824,0.21523929,0.18418685,0.0007623995,0.0000022096558,0.28633678],"study_design_scores_gemma":[0.00017978645,0.00004451615,0.14753933,0.000018447612,0.000005633388,8.530296e-7,0.00023421363,0.8475042,0.0043050013,0.000079876976,0.00003789932,0.000050247825],"about_ca_topic_score_codex":0.00014050206,"about_ca_topic_score_gemma":0.00015633114,"teacher_disagreement_score":0.6322649,"about_ca_system_score_codex":0.000035689864,"about_ca_system_score_gemma":0.00002060222,"threshold_uncertainty_score":0.31427914},"labels":[],"label_agreement":null},{"id":"W2592092367","doi":"10.1109/antem.2004.7860579","title":"Modeling, design and analysis of the two movable plate nitride loaded MEMS variable capacitor","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Microelectromechanical systems; Capacitance; Materials science; Variable capacitor; Silicon nitride; Optoelectronics; Layer (electronics); Nitride; Dielectric; Electronic engineering; Electrical engineering; Silicon; Composite material; Engineering; Electrode; Voltage; Physics","score_opus":0.016697608441440675,"score_gpt":0.21710328564959655,"score_spread":0.20040567720815589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592092367","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4480116,0.0001716062,0.5510528,0.000011917719,0.000044959685,0.00007534518,0.0000030429676,0.0001901567,0.00043857197],"genre_scores_gemma":[0.8759389,0.00011863525,0.12376056,0.000012787928,0.00000886714,0.000010239603,8.909441e-7,0.0000132615905,0.00013583798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947387,0.0000021359979,0.00015868079,0.000115219635,0.000083456005,0.0001666635],"domain_scores_gemma":[0.9996525,0.000025103442,0.000019193976,0.00025414675,0.000025511445,0.000023511695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084406944,0.000103781895,0.00020372243,0.00012232443,0.00004684833,0.000010753916,0.00012652618,0.000065267996,0.000015278132],"category_scores_gemma":[0.000025224655,0.00007062753,0.000048253718,0.0006144395,0.000037889207,0.000094076335,0.000033657045,0.0001089311,0.0000011185987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002051107,0.0000040984346,0.000004599141,0.0000053825825,0.00014067319,3.3343778e-7,0.000033335717,0.7196116,0.27900928,0.0010496243,0.00000915811,0.00012987491],"study_design_scores_gemma":[0.000241886,0.000008153872,0.0000081990465,0.00001046171,0.00013882513,0.0000010134654,0.000059663726,0.50756747,0.4809047,0.010915674,0.000055072538,0.00008891393],"about_ca_topic_score_codex":0.00037117052,"about_ca_topic_score_gemma":0.000031774664,"teacher_disagreement_score":0.42792732,"about_ca_system_score_codex":0.000033691063,"about_ca_system_score_gemma":0.000009688047,"threshold_uncertainty_score":0.2880107},"labels":[],"label_agreement":null},{"id":"W2592487714","doi":"","title":"Temperature dependance of the mechanical properties of an RF MEMS switch","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Microelectromechanical systems; Materials science; Fabrication; Actuator; Optoelectronics; Surface micromachining; Atmospheric temperature range; Annealing (glass); Quartz; Electronic engineering; Electrical engineering; Composite material; Engineering","score_opus":0.014446329042012047,"score_gpt":0.1922414010306268,"score_spread":0.17779507198861477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592487714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978408,0.00040164604,0.000033950393,0.00011443606,0.00010203971,0.00008456465,0.0000029220178,0.00014529996,0.00127434],"genre_scores_gemma":[0.9980754,0.0001260437,0.0016355991,0.0000089611185,0.000017036957,0.000008646732,1.3498658e-7,0.0000127771,0.00011539787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958694,0.0000019709437,0.00012230122,0.000077795434,0.00010305254,0.00010792568],"domain_scores_gemma":[0.9996442,0.000006143531,0.000023577539,0.00028757472,0.000023951034,0.000014525077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003102813,0.00007343188,0.00012349489,0.000018066687,0.000022735261,0.0000032237365,0.00021263146,0.00008426534,0.000038065322],"category_scores_gemma":[0.000032507753,0.00004470322,0.000033759068,0.000111029774,0.000049794806,0.00007273508,0.000036205547,0.00015279888,0.0000016449555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020640093,0.000015182444,0.000004200005,0.000037982252,0.000006632153,4.9715055e-7,0.00006798771,0.00029688835,0.99468666,0.0004713775,0.0001491795,0.004261334],"study_design_scores_gemma":[0.00008443558,0.000027687654,0.00006499346,0.000050894807,0.0000037046716,0.0000035061244,0.00007424944,0.0010403779,0.9965702,0.0014222221,0.0005993105,0.0000584013],"about_ca_topic_score_codex":0.0000019308134,"about_ca_topic_score_gemma":0.000013758411,"teacher_disagreement_score":0.0042029326,"about_ca_system_score_codex":0.000009136801,"about_ca_system_score_gemma":0.0000025019208,"threshold_uncertainty_score":0.18229444},"labels":[],"label_agreement":null},{"id":"W2592518048","doi":"","title":"MEMS micro-ribbons in ground plane for variable DGS microstrip phase shifter","year":2006,"lang":"en","type":"article","venue":"International Symposium on Antenna Technology and Applied Electromagnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Manitoba","funders":"","keywords":"Phase shift module; Ground plane; Materials science; Wafer; Microelectromechanical systems; Microstrip; Ribbon; Optoelectronics; Substrate (aquarium); Phase (matter); Voltage; Insertion loss; Electrical engineering; Composite material; Engineering; Physics","score_opus":0.0040989895092796175,"score_gpt":0.21545682843271444,"score_spread":0.21135783892343482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592518048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98723376,0.0004940082,0.0059590675,0.0016700842,0.00022390185,0.00041382338,0.00009029023,0.00070895837,0.003206098],"genre_scores_gemma":[0.99071586,0.00038530378,0.008034125,0.000107012864,0.00007098587,0.0001701336,0.00008716297,0.00003855991,0.00039085577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888676,0.0000013703688,0.00029180723,0.00031624854,0.00008444829,0.00041934304],"domain_scores_gemma":[0.9996615,0.000060428483,0.000046988353,0.00017740208,0.000030239074,0.000023462911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060527163,0.00023567666,0.00022680529,0.00040813698,0.00006499056,0.000034640063,0.00026802908,0.00035161426,0.000009492215],"category_scores_gemma":[0.000009854523,0.00024414834,0.000030004388,0.00030854627,0.00015668156,0.000049867263,0.000045070363,0.00035263252,0.000005436089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093781695,0.00013395259,0.000053289514,0.00001460783,0.000022474705,0.0000070525152,0.0000074210507,0.00011356892,0.93659353,0.06089304,0.00039894905,0.0016683496],"study_design_scores_gemma":[0.0034501408,0.0007131436,0.00029156604,0.000047307818,0.000021405422,0.0000778377,0.000044352146,0.0013377117,0.87443596,0.07579467,0.043298945,0.00048693313],"about_ca_topic_score_codex":0.0000090910735,"about_ca_topic_score_gemma":0.000035569796,"teacher_disagreement_score":0.062157527,"about_ca_system_score_codex":0.000081622566,"about_ca_system_score_gemma":0.000008288597,"threshold_uncertainty_score":0.99560803},"labels":[],"label_agreement":null},{"id":"W2592729829","doi":"10.1117/1.jmm.16.1.015501","title":"SOIMUMPs micromirror scanner and its application in laser line generator","year":2017,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Scanner; Generator (circuit theory); Laser scanning; Laser; Optics; Line (geometry); Computer science; Physics; Power (physics); Mathematics","score_opus":0.01080541794112769,"score_gpt":0.24039587876848895,"score_spread":0.22959046082736126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592729829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98830104,0.010861546,0.00015275009,0.00020511041,0.00022229378,0.00013337917,0.000012963357,0.000038966547,0.00007194068],"genre_scores_gemma":[0.9866917,0.010335149,0.0027365382,0.000029524805,0.00012830307,0.000009667542,8.2867666e-7,0.00002648822,0.00004180572],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916834,0.0000041236926,0.0003540413,0.00015391328,0.00008510856,0.00023446299],"domain_scores_gemma":[0.9993797,0.000015476859,0.00020938745,0.00022772573,0.000073863535,0.0000938378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020205285,0.0001776078,0.00030891676,0.0002961413,0.00012625911,0.00007257371,0.00020089527,0.00015209973,0.0000016641707],"category_scores_gemma":[0.000023774848,0.00014633397,0.00007619547,0.00009254576,0.000096901,0.0003104806,0.000055575932,0.00027334507,0.0000010052039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021363288,0.00003250543,0.0014320653,0.000046239635,0.00003613104,0.000018411221,0.00006711231,0.000032498025,0.9840174,0.00006285938,0.00016106741,0.014072349],"study_design_scores_gemma":[0.0016140278,0.00018642425,0.043517623,0.00016616985,0.000039013015,0.00021648384,0.000121862395,0.00019158724,0.9231696,0.0012145088,0.029206082,0.00035660068],"about_ca_topic_score_codex":0.000016234993,"about_ca_topic_score_gemma":0.00006953696,"teacher_disagreement_score":0.06084778,"about_ca_system_score_codex":0.000014954274,"about_ca_system_score_gemma":0.000010711042,"threshold_uncertainty_score":0.5967326},"labels":[],"label_agreement":null},{"id":"W2592773874","doi":"10.1109/antem.2004.7860688","title":"Phase shifter using defected ground structures with MEMS actuated cavity backing","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada; Carleton University; University of Manitoba","funders":"","keywords":"Microelectromechanical systems; Phase shift module; Ground plane; Materials science; Deflection (physics); Membrane; Phase (matter); Optoelectronics; Optics; Electrical engineering; Engineering; Physics; Insertion loss; Chemistry","score_opus":0.018400649084964187,"score_gpt":0.2597435384211402,"score_spread":0.24134288933617598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592773874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93125033,0.000088328714,0.06671618,0.000010629713,0.00008501036,0.00011778284,0.0000034664622,0.0013942303,0.00033404512],"genre_scores_gemma":[0.9678577,0.000014751156,0.032020632,0.00002067659,0.000028733532,0.000004605957,0.000005208176,0.000037181693,0.000010491316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933934,0.0000013921534,0.00011761873,0.00016521174,0.000098862496,0.00027755892],"domain_scores_gemma":[0.9996901,0.000013577226,0.00002156965,0.00020719814,0.000024459328,0.00004306579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022204686,0.00018491923,0.00015997382,0.00008065993,0.00007389586,0.00003779647,0.000096317395,0.00010282343,0.000040049592],"category_scores_gemma":[0.000010745694,0.00013638762,0.000028032226,0.00023076728,0.0000561163,0.0002444522,0.000025241794,0.0001888181,0.0000035102323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029384844,0.000042525746,0.000041873995,0.000030042847,0.00007002173,0.000046983583,0.00015986622,0.05041155,0.93907917,0.0008706197,0.000010616597,0.009207325],"study_design_scores_gemma":[0.0034977228,0.00018994043,0.001258799,0.0000675329,0.000042663272,0.000073170704,0.0002274437,0.0013171517,0.983362,0.0089414725,0.00045286963,0.0005692041],"about_ca_topic_score_codex":0.00013516391,"about_ca_topic_score_gemma":0.0002377518,"teacher_disagreement_score":0.049094398,"about_ca_system_score_codex":0.00011427057,"about_ca_system_score_gemma":0.000012762246,"threshold_uncertainty_score":0.5561726},"labels":[],"label_agreement":null},{"id":"W2593696659","doi":"","title":"Measurement of MEMS beam resonators using electrostatic force microscopy","year":2006,"lang":"en","type":"article","venue":"International Symposium on Antenna Technology and Applied Electromagnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Resonator; Microelectromechanical systems; Materials science; Comb drive; Optoelectronics; Surface micromachining; Capacitive sensing; Microsystem; Interferometry; Resistive touchscreen; Optics; Fabrication; Electronic engineering; Nanotechnology; Electrical engineering; Engineering; Physics","score_opus":0.00561094492827045,"score_gpt":0.21665048777208284,"score_spread":0.2110395428438124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593696659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902794,0.0010693362,0.005603467,0.00034486045,0.00013005661,0.00020286323,0.000008877114,0.0005137015,0.0018474369],"genre_scores_gemma":[0.9952741,0.0004912626,0.004052469,0.0000306936,0.000029994886,0.00002893508,0.0000054749844,0.000033932167,0.000053117044],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988662,0.0000017141233,0.00031593422,0.00024332851,0.00023764445,0.00033517904],"domain_scores_gemma":[0.9996021,0.000017749675,0.00008197774,0.0001879188,0.00008789627,0.000022393462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007733716,0.0002175335,0.00022958638,0.00036892344,0.00006511081,0.000014676207,0.0002482858,0.00022564369,0.0000039134875],"category_scores_gemma":[0.000012035316,0.00022036851,0.000036409994,0.0003477449,0.0002098247,0.0000362642,0.000044862347,0.00029179663,0.0000024761757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032790704,0.000049157963,0.000080171274,0.000019546595,0.000037301903,0.0000026378952,0.0000056565564,0.00047549233,0.9632586,0.035136856,0.000053358035,0.000848388],"study_design_scores_gemma":[0.00042137623,0.0002925596,0.00017281751,0.000046938316,0.000019668145,0.000027636883,0.00003046969,0.0013141681,0.9746123,0.021974236,0.00088059914,0.00020724017],"about_ca_topic_score_codex":0.000006870683,"about_ca_topic_score_gemma":0.000010762144,"teacher_disagreement_score":0.013162621,"about_ca_system_score_codex":0.00012926475,"about_ca_system_score_gemma":0.0000127742205,"threshold_uncertainty_score":0.89863676},"labels":[],"label_agreement":null},{"id":"W2593950362","doi":"","title":"Two level beam MEMS variable capacitor and its charactarization","year":2002,"lang":"en","type":"article","venue":"International Symposium on Antenna Technology and Applied Electromagnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Variable capacitor; Microelectromechanical systems; Beam (structure); Variable (mathematics); Displacement (psychology); Materials science; Range (aeronautics); Electronic engineering; Engineering; Electrical engineering; Physics; Optoelectronics; Optics; Voltage; Mathematics","score_opus":0.010120146799445654,"score_gpt":0.20292783160352415,"score_spread":0.1928076848040785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593950362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802901,0.0010988711,0.0033962212,0.0022256237,0.0003575757,0.0002785437,0.00003415737,0.0012917343,0.011027163],"genre_scores_gemma":[0.99346703,0.003303962,0.0023767834,0.00011933979,0.00007553464,0.000061277664,0.000011302883,0.00003043399,0.0005543394],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991348,0.0000013347754,0.00019024388,0.00027192294,0.00011901104,0.00028271216],"domain_scores_gemma":[0.99970025,0.00003094511,0.000043679713,0.00014051834,0.00004496119,0.000039621224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003792964,0.00020559822,0.00017132223,0.00027965292,0.000098149394,0.00003064333,0.00019124504,0.00024979256,0.000035002984],"category_scores_gemma":[0.000021009819,0.00020909241,0.00001506768,0.00027719836,0.00011340621,0.00007940579,0.000055372937,0.00036302258,0.000021750584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008615089,0.00003342705,0.00002178506,0.00000930198,0.000031859385,0.0000028053523,0.000020601077,0.00006187198,0.875152,0.119930185,0.00007077154,0.004656802],"study_design_scores_gemma":[0.0014289945,0.00054825604,0.00031103197,0.00005455745,0.0000358475,0.00016653509,0.00008078165,0.03190788,0.93259513,0.020716893,0.0115024615,0.00065163756],"about_ca_topic_score_codex":0.0000013574733,"about_ca_topic_score_gemma":0.0000025062939,"teacher_disagreement_score":0.09921329,"about_ca_system_score_codex":0.00004269079,"about_ca_system_score_gemma":0.0000024800863,"threshold_uncertainty_score":0.8526541},"labels":[],"label_agreement":null},{"id":"W2594307207","doi":"","title":"MEMS tunable inductor","year":2002,"lang":"es","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Inductor; Capacitor; Microelectromechanical systems; Variable capacitor; Materials science; Bandwidth (computing); Electrical engineering; Electronic engineering; Optoelectronics; Voltage; Engineering; Telecommunications","score_opus":0.021365979544828707,"score_gpt":0.214404757920898,"score_spread":0.19303877837606928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594307207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5475048,0.008871118,0.0011204073,0.0012074779,0.0010701283,0.00024036529,0.000011302935,0.0031660756,0.43680838],"genre_scores_gemma":[0.96538806,0.005096524,0.005687086,0.000047424157,0.00024337073,0.000014504248,9.888728e-7,0.000051658375,0.023470405],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991513,0.0000011921102,0.00017059776,0.00019464231,0.00010420743,0.00037806362],"domain_scores_gemma":[0.99951875,0.000026575832,0.000022052627,0.00035526024,0.00001924937,0.000058098092],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002885305,0.00019350799,0.00019361792,0.000094772055,0.000057845078,0.000050430826,0.00018316695,0.00021318738,0.0031615426],"category_scores_gemma":[0.000041583746,0.00017368619,0.000054528988,0.00022768581,0.000053017902,0.00020549854,0.00006860519,0.00026442244,0.0013893201],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025234644,0.00008639408,0.00018171093,0.00023741728,0.00012792628,0.00005700497,0.00018695615,0.0009983112,0.64691365,0.04834322,0.06496429,0.23790061],"study_design_scores_gemma":[0.0002209259,0.000053524735,0.00024767464,0.000050220686,0.000013060091,0.000008055636,0.00013875107,0.001459852,0.26429984,0.0013715833,0.7317781,0.0003584591],"about_ca_topic_score_codex":0.000023332695,"about_ca_topic_score_gemma":0.000002540782,"teacher_disagreement_score":0.6668138,"about_ca_system_score_codex":0.000050788334,"about_ca_system_score_gemma":0.000002223196,"threshold_uncertainty_score":0.9993882},"labels":[],"label_agreement":null},{"id":"W2594610063","doi":"","title":"An integrated sp3t rf MEMS switch","year":2002,"lang":"en","type":"article","venue":"International Symposium on Antenna Technology and Applied Electromagnetics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Port (circuit theory); Chip; Crossover switch; Optical switch; Electronic engineering; RF switch; Isolation (microbiology); Radio frequency; Materials science; Electrical engineering; Engineering; Computer science; Optoelectronics","score_opus":0.005878335195486858,"score_gpt":0.20686861290530084,"score_spread":0.20099027770981398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594610063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97539073,0.0005062286,0.003078048,0.002502174,0.00030117197,0.0002113502,0.000014596097,0.002790778,0.015204936],"genre_scores_gemma":[0.9948778,0.0023598336,0.0020935559,0.00016254338,0.000056055665,0.00006344958,0.000015034388,0.00004242323,0.00032926208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989119,0.0000015640362,0.00023493975,0.0003364799,0.00014672772,0.00036834404],"domain_scores_gemma":[0.9995274,0.000023513841,0.000041255636,0.0003018197,0.00004939325,0.000056604415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000041814998,0.00026414613,0.0002070993,0.00038415912,0.00008791,0.000039802846,0.0004316773,0.00036492376,0.00008179309],"category_scores_gemma":[0.000012668453,0.00025085904,0.00002978677,0.00042199978,0.00020459443,0.00007860386,0.000044030738,0.00055085204,0.000062125895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015972926,0.00008462235,0.000039138384,0.000005107936,0.00003782112,0.000011256925,0.000024081071,0.0001288362,0.93612635,0.029948918,0.0003073105,0.0332706],"study_design_scores_gemma":[0.0011682198,0.0014215492,0.00028207595,0.000047347487,0.000030495468,0.00017819027,0.00027512637,0.022273224,0.8977791,0.019095717,0.056620926,0.00082800037],"about_ca_topic_score_codex":0.0000017666875,"about_ca_topic_score_gemma":0.000008165869,"teacher_disagreement_score":0.056313615,"about_ca_system_score_codex":0.00006180947,"about_ca_system_score_gemma":0.0000028498926,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W2596731230","doi":"10.1149/ma2011-01/3/120","title":"Functionalization of a NiTi Surface with Phosphonic Acid Self-Assembled Monolayers","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Surface modification; Nickel titanium; Monolayer; Self-assembled monolayer; Materials science; Chemistry; Nanotechnology; Shape-memory alloy; Metallurgy","score_opus":0.013687833163739465,"score_gpt":0.19554881101014002,"score_spread":0.18186097784640054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596731230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607664,0.00032611552,0.00026005294,0.0000051071083,0.0001296057,0.00009388469,0.0000015482767,0.0009233325,0.037493963],"genre_scores_gemma":[0.97586393,0.00010350226,0.02394999,0.00000390376,0.000013483181,0.000006726983,0.0000026058324,0.000033246914,0.000022633765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932843,0.0000028313123,0.0002083024,0.00013577098,0.00012383907,0.00020080617],"domain_scores_gemma":[0.99960124,0.000032164815,0.000093859206,0.00017387449,0.00006335984,0.000035472665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101548656,0.00013527434,0.00014387006,0.00004852579,0.000042751,0.000007300502,0.00009509161,0.000093130104,0.00001329691],"category_scores_gemma":[0.000032593005,0.00012400027,0.00002600048,0.00017654146,0.000012927774,0.00014300722,0.00001543029,0.00013442102,0.000015338304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002602427,0.000045955705,0.0009373886,0.00008071164,0.000063502084,0.000008659371,0.00046763726,0.19955105,0.79839027,0.00003136388,0.00011558135,0.0002818909],"study_design_scores_gemma":[0.0002417923,0.000059088914,0.0062500937,0.00008980778,0.000018434752,0.0000060673437,0.00026143127,0.0006782914,0.9915787,0.0002336305,0.00042937396,0.00015327087],"about_ca_topic_score_codex":0.000051603216,"about_ca_topic_score_gemma":0.00001837533,"teacher_disagreement_score":0.19887276,"about_ca_system_score_codex":0.00004328525,"about_ca_system_score_gemma":0.000020150661,"threshold_uncertainty_score":0.50565845},"labels":[],"label_agreement":null},{"id":"W2604338223","doi":"10.71781/12088","title":"Study of thermosensitive microspheres for potential applications in biosensing","year":2006,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal; Nankai University","keywords":"Microsphere; Biosensor; Nanotechnology; Materials science; Engineering; Chemical engineering","score_opus":0.0038456275703812426,"score_gpt":0.17751134686038134,"score_spread":0.1736657192900001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604338223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99046177,0.0038855076,0.00037962108,0.0000037139166,0.00022820651,0.0008069911,0.000048686463,0.000174161,0.0040113255],"genre_scores_gemma":[0.9957644,0.00012859862,0.001119007,0.0000013613397,0.000038756425,0.00005439078,0.00023436073,0.000031583768,0.0026275627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912894,0.0000074313934,0.00026274507,0.00025501414,0.00015135713,0.00019449728],"domain_scores_gemma":[0.999481,0.00004277732,0.00013302937,0.00020045998,0.00011171498,0.000031017167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000034416502,0.00022661977,0.00029089034,0.0001999211,0.00080377026,0.000010059555,0.00013586086,0.0002516794,8.7872826e-7],"category_scores_gemma":[0.0000054903207,0.00025861437,0.00010812505,0.00020051922,0.000058276386,0.00008568799,0.000027999375,0.00018580206,8.1371087e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031412172,0.00044172292,0.00080393883,0.0002694972,0.00028146815,0.00036868855,0.011093009,0.04532379,0.932419,0.0012362106,0.00023086947,0.007217711],"study_design_scores_gemma":[0.0026171862,0.0002325276,0.07096452,0.00030544895,0.0003681252,0.000086440494,0.23147061,0.0011974218,0.68691856,0.0010602814,0.0038093652,0.00096948823],"about_ca_topic_score_codex":0.004898676,"about_ca_topic_score_gemma":0.014003751,"teacher_disagreement_score":0.2455004,"about_ca_system_score_codex":0.0010098988,"about_ca_system_score_gemma":0.00011119778,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W2606753568","doi":"10.1115/1.4036452","title":"Stability of Ring-Type MEMS Gyroscopes Subjected to Stochastic Angular Speed Fluctuation","year":2017,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Motors (Canada); Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University; Ministry of Higher Education and Scientific Research","keywords":"Gyroscope; Control theory (sociology); Noise (video); Physics; Stability (learning theory); Angular velocity; Parametric statistics; White noise; Mechanics; Mathematics; Classical mechanics; Computer science; Quantum mechanics","score_opus":0.01934414994856303,"score_gpt":0.2661564773946494,"score_spread":0.2468123274460864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606753568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77952707,0.00009172013,0.21993786,0.00005630239,0.00026690334,0.000058536414,0.0000032284067,0.000024342344,0.000034023167],"genre_scores_gemma":[0.98994017,0.00008600999,0.009879875,0.000007934808,0.00007009213,2.5192543e-7,8.074168e-7,0.000008199823,0.0000066531684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951035,0.0000025571844,0.0002448436,0.00004985755,0.000117165044,0.00007520953],"domain_scores_gemma":[0.9994181,0.00003202902,0.00016746431,0.0001441018,0.0001952623,0.00004306449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011403896,0.00006951209,0.00015522641,0.00007191131,0.00007250734,0.00004032438,0.00009630099,0.000055109875,0.000009230813],"category_scores_gemma":[0.000639644,0.000060038943,0.000020050436,0.000053398184,0.000042516538,0.00023195459,0.000023322445,0.00010334312,5.840368e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022526787,0.000011187534,0.000073073046,0.000031356823,0.000012076287,0.0000013475441,0.00011364878,0.024985919,0.9723246,0.000037603426,0.000054211265,0.0023324413],"study_design_scores_gemma":[0.00055661844,0.00039365742,0.039742835,0.000115218114,0.000054321852,0.000012640567,0.00038012155,0.029233096,0.92808664,0.0012010593,0.00006728617,0.00015647955],"about_ca_topic_score_codex":0.0000015532875,"about_ca_topic_score_gemma":0.0000052159357,"teacher_disagreement_score":0.2104131,"about_ca_system_score_codex":0.000021659045,"about_ca_system_score_gemma":0.000017410312,"threshold_uncertainty_score":0.24483171},"labels":[],"label_agreement":null},{"id":"W2612285406","doi":"10.1007/s00542-017-3432-7","title":"Magnetic field assisted bonding technology for released micro actuator and mirror surface","year":2017,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Anodic bonding; Actuator; Microactuator; Wafer; Wafer bonding; Thermocompression bonding; Composite material; Fabrication; Bonding strength; Wire bonding; Adhesive; Mechanical engineering; Adhesive bonding; Direct bonding; Optoelectronics; Layer (electronics); Electrical engineering; Engineering","score_opus":0.013612317171268786,"score_gpt":0.24992944487207738,"score_spread":0.2363171277008086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612285406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799594,0.0069840406,0.0010931641,0.0024334847,0.00036874865,0.000773451,0.000065143315,0.008079627,0.00024293516],"genre_scores_gemma":[0.9300926,0.00057041855,0.06849147,0.000012112668,0.00000986791,0.0001736393,0.000003695521,0.00006482933,0.0005814039],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850285,0.0000026349474,0.00035121563,0.00046823538,0.00008679641,0.0005882457],"domain_scores_gemma":[0.99829,0.00015757936,0.00016049693,0.0012890325,0.00007177491,0.0000311131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001288186,0.00035824935,0.0004958182,0.0002819193,0.0005785791,0.00018835338,0.00094867253,0.00090076466,0.000002615524],"category_scores_gemma":[0.00066923926,0.00033701563,0.00008174597,0.00016166412,0.00037069074,0.00020334146,0.0003926069,0.00039798615,0.000010853932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016987025,0.000009613831,0.00044284074,0.00033375356,0.000029020173,0.000012604293,0.000014577687,7.1097554e-7,0.95607525,0.00092914473,0.00088909524,0.04124638],"study_design_scores_gemma":[0.0006324001,0.0001745528,0.00034205217,0.00022056648,0.000026469777,0.00006695871,0.0011437187,0.000086575375,0.96073395,0.0029523717,0.033205044,0.00041531606],"about_ca_topic_score_codex":0.000025236539,"about_ca_topic_score_gemma":0.000072232324,"teacher_disagreement_score":0.0673983,"about_ca_system_score_codex":0.00008650336,"about_ca_system_score_gemma":0.000014559105,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W2612970077","doi":"10.1016/s1474-6670(17)31113-8","title":"Actuators for RF MEMS Devices","year":2004,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Variable capacitor; Capacitor; Inductor; Actuator; Electrical engineering; Electronic engineering; Engineering; Materials science; Optoelectronics; Voltage","score_opus":0.00996036259175967,"score_gpt":0.22740815794833807,"score_spread":0.2174477953565784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612970077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881059,0.00059330097,0.0061181877,0.00021385371,0.0002627634,0.00029289827,0.000011466595,0.0021962004,0.0022054624],"genre_scores_gemma":[0.9802953,0.00015247635,0.019054996,0.000040942807,0.00011182322,0.00013079746,0.00000226772,0.00004739045,0.0001640293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992368,5.8359003e-8,0.00015065414,0.00018723431,0.00009594158,0.0003293145],"domain_scores_gemma":[0.999767,0.000013668885,0.00003333591,0.00007267702,0.00006286983,0.000050428727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004879361,0.00017152357,0.00017209114,0.00008901866,0.00008823775,0.000049809358,0.00019258734,0.00012495059,0.000006574072],"category_scores_gemma":[0.00006994336,0.00016077427,0.00006121381,0.00016329487,0.000049521546,0.00036571248,0.000030705673,0.00011494724,0.00001751233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003568948,0.00008439765,0.0019719563,0.0010979524,0.0002216541,0.0000048647744,0.001813449,0.0016382291,0.67720985,0.024980929,0.010652839,0.2802882],"study_design_scores_gemma":[0.0008098646,0.00014268474,0.0009063585,0.000119317796,0.000029839093,0.000011814378,0.0013378344,0.0003403584,0.7856165,0.046884593,0.16322833,0.000572459],"about_ca_topic_score_codex":0.0000073673036,"about_ca_topic_score_gemma":0.000011651116,"teacher_disagreement_score":0.27971572,"about_ca_system_score_codex":0.00007713913,"about_ca_system_score_gemma":0.000010237814,"threshold_uncertainty_score":0.6556184},"labels":[],"label_agreement":null},{"id":"W2613009272","doi":"10.3390/s17051121","title":"Nonlinear Parameter Identification of a Resonant Electrostatic MEMS Actuator","year":2017,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Nonlinear system; Laser Doppler vibrometer; Microelectromechanical systems; Subharmonic function; Voltage; Noise (video); Control theory (sociology); Duffing equation; Acoustics; Physics; Laser; Materials science; Optics; Engineering; Optoelectronics; Electrical engineering; Computer science; Laser power scaling; Mathematics; Mathematical analysis","score_opus":0.012830393305799504,"score_gpt":0.2590419133944929,"score_spread":0.2462115200886934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613009272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988973,0.000079162994,0.00042218083,0.00006213142,0.00011850698,0.000084122614,0.000010474118,0.00017387605,0.0001522449],"genre_scores_gemma":[0.99433345,0.00020383162,0.0052152034,0.000003351406,0.000020060874,0.000006623805,0.0000022670947,0.000017247412,0.00019794863],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953145,0.0000014530422,0.00015925392,0.00009302422,0.00007478014,0.00014004277],"domain_scores_gemma":[0.9993957,0.000031795167,0.00007531594,0.00045511095,0.00002378774,0.000018273533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000539468,0.000074210555,0.0001152518,0.00004326752,0.000061420564,0.000020367015,0.00015121537,0.000054213247,0.0000042321576],"category_scores_gemma":[0.00023289463,0.00006553067,0.00003311627,0.000030567444,0.00006703762,0.00007531549,0.000018226003,0.00008539475,0.000018229675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050124004,0.0000088341485,0.000041927728,0.000029015513,0.000016141052,0.0000031468815,0.00008643293,0.00018614826,0.9822896,0.00009597346,0.00008600452,0.017151747],"study_design_scores_gemma":[0.00011923982,0.000025881522,0.003053043,0.000017481962,0.000008683923,0.0000022647312,0.00006347688,0.009337798,0.98309904,0.0012554846,0.002920382,0.00009723643],"about_ca_topic_score_codex":0.000008711645,"about_ca_topic_score_gemma":0.000009761265,"teacher_disagreement_score":0.017054511,"about_ca_system_score_codex":0.00001667703,"about_ca_system_score_gemma":0.000004230742,"threshold_uncertainty_score":0.26722634},"labels":[],"label_agreement":null},{"id":"W2613108079","doi":"10.1109/icit.2017.7915482","title":"Double stage FPCB scanning micromirror for laser pattern generation","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fabrication; Materials science; Microelectromechanical systems; Optics; Electrode; Silicon; Rotation (mathematics); Optoelectronics; Computer science; Physics","score_opus":0.053518490576245636,"score_gpt":0.2935126362517265,"score_spread":0.23999414567548089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613108079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8170113,0.000037687878,0.17890297,0.00016163177,0.00047811755,0.00020704145,0.000013562886,0.0005724171,0.0026152537],"genre_scores_gemma":[0.9491904,0.000030004916,0.04023909,0.000039810162,0.000124153,0.00008051622,0.000011979452,0.00003115034,0.010252926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996398,2.9417126e-7,0.000077019904,0.000102938124,0.000031040887,0.00014889824],"domain_scores_gemma":[0.9996517,0.000004048646,0.000023466462,0.00028645605,0.000016557655,0.000017821501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003493055,0.00007695299,0.000076567,0.000024821913,0.00017072727,0.000071214075,0.00013191914,0.000057916524,0.00003228216],"category_scores_gemma":[0.000006706071,0.0000690267,0.00002696572,0.000009130571,0.000013991446,0.00019782152,0.00003084867,0.000049083596,0.000013642185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002611186,0.000004606409,0.00009969336,0.00002973631,0.000012574801,0.0000015869541,0.000030826566,0.0011675523,0.9508275,0.00021125564,0.0066542416,0.040957846],"study_design_scores_gemma":[0.00050575176,0.000013677256,0.00028475857,0.0000073486494,0.0000030704878,5.8022414e-7,0.00003336152,0.0126398485,0.9323309,0.00006240278,0.053998698,0.000119617594],"about_ca_topic_score_codex":0.00004950934,"about_ca_topic_score_gemma":0.00025636822,"teacher_disagreement_score":0.13866389,"about_ca_system_score_codex":0.000019318622,"about_ca_system_score_gemma":0.0000028031932,"threshold_uncertainty_score":0.2814827},"labels":[],"label_agreement":null},{"id":"W2616537111","doi":"10.1093/jiplp/jpx052","title":"eXtreme action against G-Force leaves them blushing in the locker room","year":2017,"lang":"en","type":"article","venue":"Journal of Intellectual Property Law & Practice","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Action (physics); Sign (mathematics); Intellectual property; Legal action; Business; Law; Political science; Mathematics; Physics","score_opus":0.10118829734194734,"score_gpt":0.298196843637976,"score_spread":0.19700854629602865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616537111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8255995,0.001945707,0.009602955,0.007530063,0.0012820378,0.0004198409,0.0000014796512,0.00022220024,0.1533962],"genre_scores_gemma":[0.9938703,0.0024133357,0.0025817365,0.00039901223,0.00023563509,0.000004533768,2.0943435e-7,0.000030111054,0.0004651318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988808,0.000047732414,0.00041157467,0.00011544893,0.0002961422,0.00024829307],"domain_scores_gemma":[0.99841106,0.00064198265,0.00034418888,0.00041346712,0.00015242504,0.00003685513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008937343,0.0001757084,0.00022775822,0.00006384056,0.00034389357,0.0002936813,0.0007310346,0.000120823315,0.000031971627],"category_scores_gemma":[0.005267207,0.00008817351,0.000089560686,0.00009107516,0.00011164077,0.0023707002,0.00008031754,0.0012128991,0.000039417446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012866632,0.0004394992,0.00006525193,0.00014700858,0.00041482985,0.000679493,0.015630519,0.011293635,0.36049202,0.0019311769,0.017239964,0.59037995],"study_design_scores_gemma":[0.0009455361,0.00048233152,0.0001343812,0.00045359493,0.000091367096,0.0016835865,0.01622804,0.004976328,0.18428023,0.0017225813,0.7884956,0.0005063949],"about_ca_topic_score_codex":0.000055472035,"about_ca_topic_score_gemma":0.00015102232,"teacher_disagreement_score":0.7712557,"about_ca_system_score_codex":0.00011540282,"about_ca_system_score_gemma":0.000033301392,"threshold_uncertainty_score":0.63057196},"labels":[],"label_agreement":null},{"id":"W2618934574","doi":"10.1109/jsen.2017.2707063","title":"A High-Performance Piezoelectric Vibration Sensor","year":2017,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Piezoelectricity; Materials science; Wafer; Vibration; Proof mass; Fabrication; Wideband; Sensitivity (control systems); Finite element method; Piezoelectric sensor; Acoustics; Electronic engineering; PMUT; Noise (video); Microelectromechanical systems; Optoelectronics; Engineering; Structural engineering; Computer science; Composite material","score_opus":0.011888340785938442,"score_gpt":0.2255697400211525,"score_spread":0.21368139923521404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618934574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921073,0.000096988144,0.0047925916,0.00014651971,0.0014571933,0.000055129458,0.0000015834438,0.00032335665,0.0010193951],"genre_scores_gemma":[0.9923092,0.0013674011,0.005420516,0.000016451697,0.0005020549,0.0000022911902,3.3701187e-7,0.000029317045,0.0003524424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992699,0.000003738138,0.00018982866,0.00009736163,0.0001433798,0.0002957848],"domain_scores_gemma":[0.99945,0.00001564966,0.00010700049,0.00031677444,0.00004791567,0.00006261755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009072292,0.00013861347,0.00015330708,0.00012345609,0.00051629153,0.00015914749,0.00024077357,0.00010070881,0.000021608133],"category_scores_gemma":[0.00005157835,0.000121820274,0.00004296023,0.000060973318,0.0000515474,0.00050625764,0.000012251766,0.00044548293,0.00006610669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023300265,0.000016542763,0.00021870977,0.00002930266,0.00005942406,0.00011560576,0.000073863055,0.08101957,0.7293402,0.000080763435,0.0037971695,0.18522553],"study_design_scores_gemma":[0.0007377977,0.00014674402,0.008600472,0.00007272854,0.000021025045,0.0007866259,0.000041768188,0.029571965,0.95246387,0.00095450913,0.0061771194,0.0004253639],"about_ca_topic_score_codex":0.0000027109759,"about_ca_topic_score_gemma":0.000002420335,"teacher_disagreement_score":0.22312367,"about_ca_system_score_codex":0.000060688697,"about_ca_system_score_gemma":0.000010701054,"threshold_uncertainty_score":0.49676865},"labels":[],"label_agreement":null},{"id":"W2619146642","doi":"10.3390/s17061215","title":"Internal Model-Based Robust Tracking Control Design for the MEMS Electromagnetic Micromirror","year":2017,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Microelectromechanical systems; Controller (irrigation); Digital micromirror device; Tracking (education); SIGNAL (programming language); Track (disk drive); Electronic engineering; Computer science; Control theory (sociology); Engineering; Physics; Artificial intelligence; Control (management); Electrical engineering; Mechanical engineering","score_opus":0.034115022077709806,"score_gpt":0.2503274267239405,"score_spread":0.21621240464623068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619146642","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46864834,0.00027783777,0.52963096,0.0003402917,0.00019311973,0.0004065242,0.000008998753,0.00034577842,0.00014815423],"genre_scores_gemma":[0.96249104,0.000044697874,0.0370939,0.000034404966,0.00004842722,0.00006291676,5.433641e-7,0.000039277158,0.00018481298],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938005,0.0000031056588,0.00012351385,0.00013645514,0.00006067424,0.0002962044],"domain_scores_gemma":[0.99930096,0.00017795818,0.00005031337,0.00041378944,0.000031332267,0.000025642672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011378947,0.00014082747,0.00014715009,0.00003502334,0.00026159198,0.00007948913,0.00036386604,0.00007965686,0.00000418956],"category_scores_gemma":[0.00012668401,0.00010346315,0.00007857017,0.000018481249,0.000089540124,0.00006435153,0.000011751981,0.0001652443,0.0000042787333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030760424,0.000004196239,0.000002933053,0.000010403525,0.000021708875,0.0000021959538,0.000019755154,0.5756488,0.41932788,0.000047246598,0.00019248266,0.004691638],"study_design_scores_gemma":[0.0006494643,0.000057844372,0.00014600872,0.000017519425,0.000025017836,0.000003084562,0.000022874112,0.7296202,0.26825625,0.00065183087,0.00042938668,0.00012051643],"about_ca_topic_score_codex":0.000010349025,"about_ca_topic_score_gemma":0.000021158521,"teacher_disagreement_score":0.49384266,"about_ca_system_score_codex":0.00003500771,"about_ca_system_score_gemma":0.000010557685,"threshold_uncertainty_score":0.42191046},"labels":[],"label_agreement":null},{"id":"W2619208369","doi":"10.11159/htff17.170","title":"Dimensional Analysis of a Hot-arm Actuator","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actuator; Computer science; Robotic arm; Control theory (sociology); Artificial intelligence; Control (management)","score_opus":0.007254406319964577,"score_gpt":0.21471776159650238,"score_spread":0.2074633552765378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619208369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888474,0.000010655237,0.0000015550746,0.00006779868,0.00056540116,0.00010749778,0.000029780818,0.00015891288,0.00017363335],"genre_scores_gemma":[0.9974131,0.0000643912,0.0023571956,0.000008026891,0.000053051106,0.000020157686,0.00000134664,0.000027509195,0.000055205124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991353,4.788379e-7,0.00028247663,0.00019976386,0.0001705525,0.00021142758],"domain_scores_gemma":[0.99942833,0.000038896676,0.00015703627,0.00025406227,0.00006274186,0.00005890253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008542729,0.00019951195,0.00045439045,0.0001658932,0.00007326989,0.000056910496,0.0004885744,0.00009936821,0.000021373264],"category_scores_gemma":[0.00015781769,0.00015240943,0.00012446921,0.00018082198,0.00010400881,0.0001284114,0.0002679618,0.0001566877,3.39792e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039931267,0.000019720232,0.0000057075267,0.0001391649,0.0002233523,2.9463587e-7,0.0000024544383,0.00033143375,0.994328,0.0044820528,0.00013450508,0.0002933588],"study_design_scores_gemma":[0.00020808679,0.00002122189,0.00008188047,0.00017533668,0.00018494586,9.85521e-7,0.000008569969,0.004821873,0.9933593,0.00034244472,0.0006338847,0.00016142355],"about_ca_topic_score_codex":0.000004176531,"about_ca_topic_score_gemma":0.0000015162768,"teacher_disagreement_score":0.004490439,"about_ca_system_score_codex":0.000021771668,"about_ca_system_score_gemma":0.0000036009344,"threshold_uncertainty_score":0.6215076},"labels":[],"label_agreement":null},{"id":"W2621948950","doi":"10.1109/jmems.2017.2710322","title":"Development and Characterization of an H-Shaped Microresonator Exhibiting 2:1 Internal Resonance","year":2017,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Nonlinear system; Resonance (particle physics); Characterization (materials science); Excitation; Parametric statistics; Gyroscope; Acoustics; Multiphysics; Modal; Modal analysis; Mode (computer interface); Materials science; Physics; Finite element method; Optoelectronics; Optics; Computer science; Vibration; Atomic physics","score_opus":0.011519767180214073,"score_gpt":0.22867672240483383,"score_spread":0.21715695522461975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621948950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99221045,0.00090315903,0.0064628255,0.000018905868,0.00026785355,0.00008052372,0.00000385928,0.00003729994,0.000015139769],"genre_scores_gemma":[0.9937902,0.00028774174,0.005768714,0.000004217683,0.00009981051,0.0000028135769,0.0000011112114,0.000021579583,0.000023824343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998969,0.00000942348,0.0005749984,0.00010465153,0.00014535079,0.00019655525],"domain_scores_gemma":[0.99913484,0.000017875933,0.0005071101,0.00017392001,0.00009683963,0.000069408045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030961167,0.00012559647,0.00033803433,0.00009087684,0.00009748918,0.00006829607,0.00031529085,0.00010611546,0.0000017522246],"category_scores_gemma":[0.000057241115,0.00010834636,0.000040518433,0.000035836136,0.000032896944,0.00031722224,0.00005418704,0.00024140185,6.913593e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027422331,0.000015655945,0.00003083231,0.0000634856,0.000025220674,0.000016462745,0.00006385405,0.0000013935405,0.9694989,0.00020855277,0.000004151338,0.030044125],"study_design_scores_gemma":[0.0004489202,0.00018639003,0.0024518054,0.00041731537,0.000009273803,0.0003384911,0.000068204055,0.0010316165,0.9895801,0.00008319878,0.0052482067,0.00013647514],"about_ca_topic_score_codex":0.000003863281,"about_ca_topic_score_gemma":0.000004812245,"teacher_disagreement_score":0.02990765,"about_ca_system_score_codex":0.00007195791,"about_ca_system_score_gemma":0.00002366346,"threshold_uncertainty_score":0.44182363},"labels":[],"label_agreement":null},{"id":"W2729358111","doi":"10.1299/jsmeth.2014.49.9","title":"104 Evaluation of surface profile of MEMS varifocal mirror using resonant vibration","year":2014,"lang":"en","type":"article","venue":"The Proceedings of Conference of Tohoku Branch","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Microelectromechanical systems; Vibration; Surface (topology); Materials science; Engineering; Structural engineering; Aerospace engineering; Acoustics; Optics; Physics; Optoelectronics; Geometry; Mathematics","score_opus":0.048792542441633314,"score_gpt":0.2708507123981398,"score_spread":0.22205816995650648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729358111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99327725,0.00015512054,0.0038817395,0.000054463726,0.0000614387,0.0003443915,0.000008887616,0.000057800396,0.002158927],"genre_scores_gemma":[0.99023,0.00004823669,0.009670477,0.0000015688045,0.00001027169,0.000008996235,0.0000015086744,0.000015455871,0.000013486797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988606,0.000004850974,0.00044021758,0.00012980358,0.00041794855,0.00014658317],"domain_scores_gemma":[0.99851996,0.000054596858,0.0003270738,0.00014842473,0.00093203626,0.000017934719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000797887,0.0001257799,0.00033201033,0.00007359066,0.000025948551,0.0000071309205,0.00027688994,0.00011008673,0.000027950553],"category_scores_gemma":[0.00027938257,0.000097567754,0.00005056978,0.00022309748,0.00018576394,0.0002463,0.000049854596,0.00011449816,5.1596834e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027270165,0.00002250348,0.00013084448,0.00032240342,0.000021502807,5.8947305e-9,0.00043148865,0.0012460859,0.9820028,0.005530073,0.000015996815,0.010249052],"study_design_scores_gemma":[0.0003097305,0.00010492223,0.0020733809,0.0002482707,0.000054806904,9.950088e-7,0.00029606334,0.090428784,0.89696765,0.009398399,0.000029100085,0.00008792688],"about_ca_topic_score_codex":0.00005375194,"about_ca_topic_score_gemma":0.000005819709,"teacher_disagreement_score":0.0891827,"about_ca_system_score_codex":0.000020604715,"about_ca_system_score_gemma":0.000049238588,"threshold_uncertainty_score":0.39786977},"labels":[],"label_agreement":null},{"id":"W2730982674","doi":"10.1109/tmech.2017.2721159","title":"A Model Compensation-Prediction Scheme for Control of Micromanipulation Systems With a Single Feedback Loop","year":2017,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Control theory (sociology); Settling time; Compensation (psychology); Overshoot (microwave communication); Computer science; Transformation (genetics); Observer (physics); LTI system theory; Controller (irrigation); Feedback loop; Noise (video); Control engineering; Step response; Engineering; Linear system; Control (management); Mathematics; Artificial intelligence","score_opus":0.03142476775443813,"score_gpt":0.23427620439433897,"score_spread":0.20285143663990085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730982674","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11680092,0.00009597343,0.8814141,0.00006378478,0.00034911057,0.00060562085,0.00020950814,0.00037460928,0.000086377855],"genre_scores_gemma":[0.97380793,0.00006475293,0.025771014,0.0000058517403,0.000027082227,0.00016286048,0.000011411225,0.000050601804,0.00009848826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912393,0.0000039529723,0.00027939532,0.00020304711,0.00015354512,0.00023612459],"domain_scores_gemma":[0.9991355,0.000041686922,0.00014664071,0.00051506667,0.000121453064,0.000039676514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008595944,0.00019210263,0.0002687952,0.00012111731,0.0002931081,0.000051771844,0.0001861243,0.0001688864,0.0000024866224],"category_scores_gemma":[0.000006715756,0.00018511391,0.00008702669,0.000059036942,0.00006891975,0.00032881805,0.0000013328978,0.00018364388,0.0000034647305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007410386,0.000052605705,0.0000030801734,0.0000896345,0.00007440059,2.1223902e-7,0.00002678028,0.7757359,0.22107576,0.0015002515,0.00001668004,0.0013505844],"study_design_scores_gemma":[0.0016732578,0.00027565283,0.000015160813,0.0001156691,0.00007376964,0.000004611514,0.00010188975,0.9196435,0.07691901,0.00081985426,0.00017876846,0.0001788082],"about_ca_topic_score_codex":0.000014409309,"about_ca_topic_score_gemma":0.000046901307,"teacher_disagreement_score":0.857007,"about_ca_system_score_codex":0.00015795293,"about_ca_system_score_gemma":0.000028065528,"threshold_uncertainty_score":0.7548726},"labels":[],"label_agreement":null},{"id":"W2735254522","doi":"10.1109/ets.2017.7968236","title":"A phase locking test solution for MEMS devices","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Capacitance; Capacitive sensing; Microelectromechanical systems; Materials science; Electronic engineering; CMOS; Voltage; Device under test; Electrical engineering; Optoelectronics; Engineering; Physics; Electrode","score_opus":0.03329178648090778,"score_gpt":0.31109786797334166,"score_spread":0.27780608149243385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735254522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54204285,0.0005299619,0.43751958,0.0004231898,0.00053439866,0.00037523816,0.000016353864,0.002483225,0.0160752],"genre_scores_gemma":[0.9835927,0.00004458082,0.015984152,0.000010210911,0.000057499827,0.000033903772,0.0000015241188,0.000012312913,0.00026313303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996946,1.2210879e-7,0.00006385824,0.00007347816,0.000028386443,0.00013959603],"domain_scores_gemma":[0.99969816,0.000031524476,0.000021845728,0.00021857955,0.00001454032,0.000015340609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031287003,0.00006204168,0.00006825778,0.000022755961,0.00018512753,0.000041870575,0.00013645533,0.00004654095,0.000006620066],"category_scores_gemma":[0.000105516985,0.000053562504,0.000023274655,0.000012237135,0.00002517575,0.00019723651,0.000025593683,0.00004044865,0.0000071184727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033824845,0.00004057713,0.00012140076,0.000054997694,0.000012650033,0.00000151413,0.00002086092,0.00013284333,0.71449965,0.0008572862,0.0019339111,0.28232095],"study_design_scores_gemma":[0.0014743465,0.00015687711,0.0003935931,0.00004679058,0.000012886523,0.0000031935062,0.000074561816,0.056852266,0.8248352,0.003696737,0.11218988,0.00026365428],"about_ca_topic_score_codex":0.000009264589,"about_ca_topic_score_gemma":0.00009591268,"teacher_disagreement_score":0.4415498,"about_ca_system_score_codex":0.000015279336,"about_ca_system_score_gemma":0.000002187834,"threshold_uncertainty_score":0.21842155},"labels":[],"label_agreement":null},{"id":"W2741649833","doi":"10.1049/mnl.2017.0270","title":"Wafer‐level vacuum‐encapsulated silicon resonators with arc‐welded electrodes","year":2017,"lang":"en","type":"article","venue":"Micro & Nano Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems; University of Dayton","keywords":"Wafer; Materials science; Silicon; Resonator; Electrode; Optoelectronics; Vacuum arc; Welding; Arc (geometry); Metallurgy; Engineering physics; Electrical engineering; Mechanical engineering; Engineering; Chemistry","score_opus":0.011458427705002718,"score_gpt":0.2107594839394255,"score_spread":0.1993010562344228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741649833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958326,0.0003323952,0.00090267713,0.0015374742,0.00015618642,0.00017523764,0.000012713264,0.00081689586,0.0002338003],"genre_scores_gemma":[0.9944149,0.00012269139,0.0047176266,0.0003232991,0.00005566742,0.00002539099,0.000008051438,0.00006912896,0.0002632412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886245,0.000004468121,0.00017784274,0.00030064085,0.00012542667,0.00052919827],"domain_scores_gemma":[0.9990746,0.000021493446,0.00007038326,0.0007542446,0.000024365683,0.000054942066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005941895,0.0002771092,0.00025360053,0.000119365606,0.0002758775,0.00009132368,0.0005089523,0.00013260158,0.000018702603],"category_scores_gemma":[0.000020972588,0.00023619973,0.0000599424,0.000084690786,0.00016407028,0.00024125582,0.00006756166,0.0002762324,0.000041946616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002100959,0.000008479967,0.00026001618,0.000021249074,0.000050919585,0.000041554136,0.00005413364,0.00013853195,0.9927141,0.000067623536,0.0035635182,0.0030588366],"study_design_scores_gemma":[0.0005650921,0.000044983113,0.0055927453,0.000054072243,0.000016573693,0.000020764941,0.000023823743,0.000026510466,0.97736025,0.000188517,0.01574898,0.0003576694],"about_ca_topic_score_codex":0.00005126418,"about_ca_topic_score_gemma":0.000043178043,"teacher_disagreement_score":0.0153538585,"about_ca_system_score_codex":0.00009369914,"about_ca_system_score_gemma":0.000011606577,"threshold_uncertainty_score":0.96319455},"labels":[],"label_agreement":null},{"id":"W2742069874","doi":"10.1139/tcsme-2014-0002","title":"DESIGN, SIMULATION AND BIFURCATION ANALYSIS OF A NOVEL MICROMACHINED TUNABLE CAPACITOR WITH EXTENDED TUNABILITY","year":2014,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Cantilever; Capacitance; Materials science; Capacitor; Capacitive sensing; Variable capacitor; Beam (structure); Bifurcation; Stiffness; Microelectromechanical systems; Voltage; Electrode; Optoelectronics; Composite material; Optics; Physics; Electrical engineering; Nonlinear system; Engineering","score_opus":0.012519530533935003,"score_gpt":0.21212406657327346,"score_spread":0.19960453603933845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742069874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10398626,0.00003168461,0.8955487,0.000038858045,0.00004584244,0.00022628879,0.000046107474,0.00007424216,0.0000020236616],"genre_scores_gemma":[0.8929314,0.000004778462,0.10700095,0.0000052587725,0.0000050542244,0.000028426932,0.0000026564323,0.000015626498,0.0000058357305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995002,0.0000023732418,0.00016543966,0.000111034795,0.0000689017,0.00015203004],"domain_scores_gemma":[0.9995136,0.00013156819,0.000030467094,0.0002079542,0.000054741005,0.00006167029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014682906,0.00010076324,0.00020053788,0.0000915164,0.00008054145,0.000006112002,0.00009557533,0.00010483775,0.000002761381],"category_scores_gemma":[0.000034545392,0.00008364284,0.00017568146,0.00047997915,0.000039055012,0.00006934241,0.0000022579245,0.00010671207,1.8921828e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037393645,0.0000074597174,0.0000013912909,0.00005897115,0.00021237698,5.3478892e-9,0.00007678938,0.8491983,0.14896746,0.00029001062,9.4599756e-7,0.0011825932],"study_design_scores_gemma":[0.00023906399,0.000043044423,0.0002074603,0.000016827495,0.00031594402,3.9297544e-7,0.000037193637,0.9404805,0.05837373,0.00011251715,0.00008529068,0.000088080444],"about_ca_topic_score_codex":0.0013161183,"about_ca_topic_score_gemma":0.005080763,"teacher_disagreement_score":0.78894514,"about_ca_system_score_codex":0.00012584744,"about_ca_system_score_gemma":0.000026985947,"threshold_uncertainty_score":0.34108558},"labels":[],"label_agreement":null},{"id":"W2743835409","doi":"10.1109/transducers.2017.7993998","title":"Design and characterization of microresonators simultaneously exhibiting 1/2 subharmonic and 2:1 internal resonances","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"CMC Microsystems","keywords":"Gyroscope; Subharmonic; Resonance (particle physics); Nonlinear system; Microelectromechanical systems; Vibration; Materials science; Inertial frame of reference; Optoelectronics; Modal; Resonator; Modal analysis; Finite element method; Mechanical resonance; Characterization (materials science); Acoustics; Electronic engineering; Physics; Engineering; Nanotechnology; Structural engineering; Classical mechanics","score_opus":0.012197632508097774,"score_gpt":0.22267327764967512,"score_spread":0.21047564514157735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743835409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98501116,0.00040104482,0.014146176,0.000026432283,0.00004135502,0.00007223302,0.0000019805996,0.00012511006,0.00017448569],"genre_scores_gemma":[0.99137837,0.0015203716,0.0069862814,0.000004410738,0.000011058926,0.0000029881774,6.362448e-7,0.000010809146,0.00008506197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996683,0.0000018814633,0.00010392686,0.00009381969,0.00003603206,0.000096026844],"domain_scores_gemma":[0.9997682,0.0000322734,0.000052015137,0.00011443529,0.0000148000645,0.000018307774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051574974,0.00007440677,0.00010155196,0.000033730554,0.00007498088,0.00003389222,0.000081627455,0.000046962927,0.0000036066642],"category_scores_gemma":[0.000041329407,0.00006527025,0.000007687777,0.000014275202,0.00009401794,0.0001638725,0.000052538577,0.00006106629,3.7615513e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005528693,0.0000018080955,0.00047652636,0.000027549317,0.0000055638834,0.0000043353834,0.000058999736,0.00003014874,0.9253625,0.0001229881,0.000004573457,0.07389943],"study_design_scores_gemma":[0.00018762001,0.00003451518,0.014091063,0.000079635945,0.0000042163183,0.000013806819,0.000052394706,0.010796638,0.973716,0.0003609819,0.00055180775,0.000111274116],"about_ca_topic_score_codex":0.000009908102,"about_ca_topic_score_gemma":0.0000043927325,"teacher_disagreement_score":0.07378816,"about_ca_system_score_codex":0.000006466245,"about_ca_system_score_gemma":0.000002240261,"threshold_uncertainty_score":0.26616436},"labels":[],"label_agreement":null},{"id":"W2744113815","doi":"10.1109/transducers.2017.7994266","title":"Wideband, low-noise accelerometer with open loop dynamic range of better than 135DB","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; CMC Microsystems; University of Michigan","keywords":"Accelerometer; Wideband; Bandwidth (computing); Capacitive sensing; Computer science; Noise (video); Electronic engineering; Dynamic range; Sensitivity (control systems); Acoustics; Engineering; Physics; Telecommunications; Artificial intelligence","score_opus":0.015719760325524572,"score_gpt":0.25420670559744757,"score_spread":0.238486945271923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744113815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799117,0.00005639245,0.005022178,0.00017352366,0.00008465964,0.00023893791,0.0000067882092,0.00023393951,0.014271921],"genre_scores_gemma":[0.9893555,0.00012613261,0.008834087,0.000035964014,0.000010723674,0.00003196843,0.000001769379,0.000034084518,0.0015697571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994213,0.000001335962,0.00013100628,0.00015516697,0.000085002874,0.00020621756],"domain_scores_gemma":[0.9991213,0.000016307917,0.00005512115,0.0007506233,0.00002476522,0.00003186907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043583328,0.00014562381,0.00023497774,0.000057973055,0.00007541611,0.000081509825,0.0007741259,0.00007951294,0.000095425],"category_scores_gemma":[0.000015665588,0.00010148256,0.000033364853,0.000043555876,0.000101665515,0.000512957,0.00023854387,0.00011816235,0.000021590173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017999286,0.000120470904,0.022565505,0.00038546053,0.0003661012,0.00008524634,0.00018872134,0.00078130316,0.78694856,0.00047591154,0.0032527903,0.18464991],"study_design_scores_gemma":[0.003698027,0.00030797324,0.11419767,0.00038627177,0.000059292634,0.000017411776,0.00016736708,0.0014616767,0.8711067,0.0027833055,0.00483877,0.0009755651],"about_ca_topic_score_codex":0.00007000795,"about_ca_topic_score_gemma":0.00038801492,"teacher_disagreement_score":0.18367434,"about_ca_system_score_codex":0.000018365237,"about_ca_system_score_gemma":0.0000048960374,"threshold_uncertainty_score":0.4138339},"labels":[],"label_agreement":null},{"id":"W2745302425","doi":"10.1109/transducers.2017.7994164","title":"Calibration-less method for measuring pressure with microfabricated Pirani gauges","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalsa Corporation; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calibration; Pressure measurement; Mechanical engineering; Measurement uncertainty; Measuring instrument; Pressure sensor; Acoustics; Vacuum chamber; Strain gauge; Materials science; Computer science; Electrical engineering; Engineering; Physics; Composite material; Thermodynamics","score_opus":0.042931714821398896,"score_gpt":0.2810506261584774,"score_spread":0.23811891133707852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745302425","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058206,0.0022132364,0.98582506,0.00018498594,0.00029209463,0.00088287186,0.000097435994,0.0023719666,0.0023117515],"genre_scores_gemma":[0.22140045,0.0005865699,0.77382797,0.000025401998,0.00018730132,0.0007592213,0.00010129194,0.00019811641,0.0029136892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998937,0.0000052779264,0.0002175193,0.0004173536,0.00012332534,0.00029954076],"domain_scores_gemma":[0.99881744,0.00006677598,0.000114437484,0.00085737725,0.000098015444,0.000045935918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012425154,0.0003539764,0.0004502796,0.00010244315,0.00013534717,0.00013287338,0.0005441375,0.00043254913,0.0000098588935],"category_scores_gemma":[0.00005507967,0.0002840018,0.00008836556,0.00003937287,0.000047055233,0.00013940518,0.00022442311,0.0004522098,0.0000012607221],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013093429,0.000073869196,0.00018191025,0.005763411,0.0019298346,0.000020071051,0.00040649276,0.47082558,0.40089005,0.0036582884,0.015283214,0.10083637],"study_design_scores_gemma":[0.0006267333,0.000045744404,0.00021467461,0.00038895773,0.00022369776,0.000009799041,0.00013335662,0.06322444,0.88031775,0.0079275025,0.045898784,0.0009885883],"about_ca_topic_score_codex":0.000096174015,"about_ca_topic_score_gemma":0.000102721366,"teacher_disagreement_score":0.4794277,"about_ca_system_score_codex":0.000031832085,"about_ca_system_score_gemma":0.00003424375,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2752022176","doi":"10.1109/ted.2017.2746006","title":"Design and Fabrication of a High-Power Air-Coupled Capacitive Micromachined Ultrasonic Transducer Array With Concentric Annular Cells","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Ultrasonic sensor; Capacitive sensing; Transducer; Materials science; Acoustics; Surface micromachining; Electrical engineering; Optoelectronics; Optics; Fabrication; Engineering; Physics","score_opus":0.005950127306795173,"score_gpt":0.20891824288952693,"score_spread":0.20296811558273176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752022176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52076393,0.00023802693,0.47850782,0.000037718084,0.000059407696,0.00021907243,0.000010057882,0.00013976889,0.000024197923],"genre_scores_gemma":[0.99340326,0.00065694423,0.0057890546,0.000012513252,0.000007861272,0.000058704903,0.000001335457,0.000034402427,0.000035905396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919033,0.000011361213,0.00016734497,0.00023640755,0.0001166798,0.0002778934],"domain_scores_gemma":[0.99939597,0.0000781319,0.00009586322,0.00032344094,0.00006354532,0.000043038803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063674364,0.00021338683,0.0002548116,0.00010039731,0.00021372558,0.000026520525,0.0001760703,0.00010873173,0.000014127573],"category_scores_gemma":[0.0000024463143,0.00018315464,0.00003936868,0.00012622382,0.00015507183,0.00029488996,3.2348112e-7,0.00025606772,0.0000030277656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089725974,0.00004912005,0.000009328607,0.000037009067,0.00011218331,0.0000016861497,0.00028057338,0.026858948,0.9702514,0.000016287724,0.0000047279277,0.002289049],"study_design_scores_gemma":[0.00068461004,0.00037500475,0.0010119168,0.000050265036,0.000072574665,0.000006779983,0.0000720479,0.0012718932,0.99608916,0.00007496509,0.000075074495,0.00021571461],"about_ca_topic_score_codex":0.00007189493,"about_ca_topic_score_gemma":0.00009127009,"teacher_disagreement_score":0.47271878,"about_ca_system_score_codex":0.000058386173,"about_ca_system_score_gemma":0.000022580427,"threshold_uncertainty_score":0.746883},"labels":[],"label_agreement":null},{"id":"W2755100325","doi":"10.23919/chicc.2017.8028910","title":"Identification of electrostatically driven scanning micro-mirror","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Backlash; Control theory (sociology); Hysteresis; Deflection (physics); Identification scheme; Computer science; System identification; Identification (biology); Optics; Physics; Artificial intelligence; Data modeling; Control (management)","score_opus":0.010078449983616433,"score_gpt":0.26088850446850026,"score_spread":0.2508100544848838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755100325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787731,0.000046788373,0.017410636,0.00009618738,0.000072878305,0.00006135519,0.0000021612855,0.00028677235,0.003250101],"genre_scores_gemma":[0.9813919,0.000059664933,0.01813696,0.0000035983435,0.0000047046533,0.00000594719,8.237944e-7,0.000009685314,0.00038671595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996605,5.399483e-7,0.00012638829,0.00006502703,0.00004335616,0.000104174425],"domain_scores_gemma":[0.9996113,0.000009064737,0.00004400549,0.00029794333,0.00002488383,0.000012774603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033173124,0.00004948031,0.000075876516,0.000031127343,0.00006401095,0.000022524539,0.00017713856,0.000036582253,0.000009989001],"category_scores_gemma":[0.0000582164,0.000045844197,0.00001919664,0.00002011075,0.00005416381,0.00012527971,0.000025013442,0.00005391274,0.000012141748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.8397945e-7,0.000002941995,0.00016315444,0.000013111012,0.0000063534967,4.9287854e-7,0.000018887325,0.000053354634,0.9941903,0.0015351255,0.00012002271,0.003895409],"study_design_scores_gemma":[0.000068612746,0.000010332721,0.010318991,0.000010027777,0.0000032756734,8.08032e-7,0.000031063766,0.0011430037,0.9860918,0.0018061606,0.0004580667,0.000057850473],"about_ca_topic_score_codex":0.0000066106513,"about_ca_topic_score_gemma":0.000012672929,"teacher_disagreement_score":0.010155836,"about_ca_system_score_codex":0.0000123206255,"about_ca_system_score_gemma":0.0000034550455,"threshold_uncertainty_score":0.18694721},"labels":[],"label_agreement":null},{"id":"W2756069359","doi":"10.1115/1.4037933","title":"Passive Regulation of Thermally Induced Axial Force and Displacement in Microbridge Structures","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microbeam; Stiffness; Displacement (psychology); Thermal expansion; Finite element method; Mechanics; Materials science; Structural engineering; Physics; Optics; Engineering; Composite material","score_opus":0.009560761464895703,"score_gpt":0.22746017711985925,"score_spread":0.21789941565496354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756069359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904922,0.000068001085,0.008949577,0.000032275708,0.00015110048,0.00009439223,0.0000024987326,0.000012334334,0.00019760209],"genre_scores_gemma":[0.9952976,0.00014996344,0.0044941404,0.000004613735,0.000036280962,0.000001735417,4.088417e-7,0.00001121612,0.000004000921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951977,0.0000011615225,0.00023845115,0.00005365839,0.000091991235,0.000094953226],"domain_scores_gemma":[0.99951595,0.000012348227,0.00027054394,0.00014258896,0.000037484693,0.000021084534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007463165,0.00008137829,0.00017779473,0.00007605499,0.00003683031,0.000015311123,0.0001411399,0.00008613785,0.000002463867],"category_scores_gemma":[0.000022331651,0.00006818752,0.00001945211,0.000030727064,0.000013214598,0.00009882813,0.0000444601,0.00016607842,1.00575996e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058484522,0.0000046299406,0.0000032614087,0.000024944433,0.000018028355,0.0000023100222,0.0001308316,0.0015337025,0.95576566,0.021960907,0.00001392361,0.020483283],"study_design_scores_gemma":[0.00082819146,0.00007752438,0.0033926892,0.000045764828,0.000014004673,0.000009735261,0.00022445753,0.0010518974,0.91040355,0.08378534,0.00007405592,0.00009279123],"about_ca_topic_score_codex":0.0000013307993,"about_ca_topic_score_gemma":0.000009965851,"teacher_disagreement_score":0.061824434,"about_ca_system_score_codex":0.0000338692,"about_ca_system_score_gemma":0.000011410101,"threshold_uncertainty_score":0.27806064},"labels":[],"label_agreement":null},{"id":"W2760735053","doi":"10.1109/mwscas.2017.8053077","title":"Signal conditioning circuit with ultra-high sensitivity and ultra-low power consumption for MEMS","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Capacitance; Electrical engineering; Amplifier; CMOS; Signal conditioning; Capacitive sensing; Low-power electronics; Sensitivity (control systems); Preamplifier; Noise (video); Operational amplifier; Bandwidth (computing); Electronic engineering; Power consumption; Physics; Power (physics); Computer science; Engineering; Telecommunications","score_opus":0.014596619834347988,"score_gpt":0.23025760752705382,"score_spread":0.21566098769270584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760735053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012941,0.000035056113,0.0961143,0.000046372774,0.00008635469,0.00021160394,0.00003402094,0.00049243367,0.0016857719],"genre_scores_gemma":[0.9976083,0.00004487069,0.002161946,0.000018161538,0.000022721975,0.000027950613,0.000009108529,0.000020376678,0.00008655719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950683,0.0000015531054,0.00008280538,0.00015793477,0.00006133975,0.00018953894],"domain_scores_gemma":[0.99959314,0.00009380721,0.000038844366,0.00020335363,0.000033503286,0.000037334572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072358926,0.00012267884,0.00014436696,0.000033562214,0.00026159442,0.00007543503,0.000049738595,0.00008344539,0.000027819333],"category_scores_gemma":[0.000033122633,0.00010317643,0.000019791325,0.000013279425,0.00015199359,0.000292388,0.0000060396874,0.00009844258,0.0000043237683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011620809,0.000008548389,0.0009893741,0.000057152425,0.000038278085,0.000010012435,0.000042746913,0.00059838296,0.9910198,0.00412798,0.00013664833,0.0029594945],"study_design_scores_gemma":[0.0007729666,0.00008284603,0.018092686,0.00006727865,0.000017067034,0.000043704513,0.0001062891,0.00028287357,0.9778672,0.0021241587,0.0002806392,0.0002622769],"about_ca_topic_score_codex":0.0000158304,"about_ca_topic_score_gemma":0.00008155987,"teacher_disagreement_score":0.09631422,"about_ca_system_score_codex":0.000018864392,"about_ca_system_score_gemma":0.000004596928,"threshold_uncertainty_score":0.4207413},"labels":[],"label_agreement":null},{"id":"W2761309747","doi":"10.1109/mwsym.2017.8058630","title":"Design, fabrication and characterization of compact 4-bit RF MEMS capacitor bank in standard CMOS 0.35μm process","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Fabrication; Materials science; CMOS; Microelectromechanical systems; Optoelectronics; Etching (microfabrication); Electrical engineering; Electronic engineering; Engineering; Nanotechnology; Voltage","score_opus":0.02073805510109206,"score_gpt":0.2583575470595817,"score_spread":0.23761949195848964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761309747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9274889,0.000031758376,0.07170486,0.000057511003,0.000069852336,0.00018709592,0.000007835459,0.00016035959,0.00029179],"genre_scores_gemma":[0.99875057,0.0001728603,0.0009951895,0.0000029403707,0.00001718118,0.000011769238,0.000004336801,0.00001200678,0.000033154512],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958706,0.0000014248918,0.00013921982,0.000095954805,0.000071369665,0.000104959494],"domain_scores_gemma":[0.9996544,0.000013346353,0.000066741435,0.00020104837,0.000046071,0.0000184016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005806028,0.00008326721,0.00014706631,0.0000654738,0.000048122743,0.000026786463,0.00010761603,0.000065393644,0.000008913178],"category_scores_gemma":[0.000050339648,0.00007387291,0.000008620928,0.000048793474,0.000054343276,0.0003340354,0.000011718088,0.00006728476,9.701006e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011791918,0.00000674504,0.0015419249,0.000063179126,0.0000053546482,5.2961354e-7,0.00015485984,0.00026837926,0.9823169,0.000046402387,0.000018299073,0.015565644],"study_design_scores_gemma":[0.00023969018,0.000037423742,0.046730768,0.000047521422,0.0000030895137,8.568676e-7,0.00008379719,0.0026106704,0.94939893,0.000509815,0.00023429912,0.000103158905],"about_ca_topic_score_codex":0.000016430919,"about_ca_topic_score_gemma":0.00001045351,"teacher_disagreement_score":0.07126162,"about_ca_system_score_codex":0.000028322507,"about_ca_system_score_gemma":0.000007246428,"threshold_uncertainty_score":0.30124497},"labels":[],"label_agreement":null},{"id":"W2765145920","doi":"10.1109/fcs.2017.8088846","title":"Capacitive Lamé mode resonator with gap closing mechanism for motional resistance reduction","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Resonator; Materials science; Capacitive sensing; Optoelectronics; Fabrication; Q factor; Electrode; Oscillation (cell signaling); Closing (real estate); Silicon; Resonance (particle physics); Voltage; Electrical engineering; Physics; Engineering; Chemistry; Atomic physics","score_opus":0.022495639248216414,"score_gpt":0.2576313094718594,"score_spread":0.235135670223643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765145920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4908193,0.000092397044,0.48682013,0.0008028282,0.00045293043,0.00046145628,0.00006633973,0.0012925391,0.019192073],"genre_scores_gemma":[0.87183994,0.000053737,0.12563893,0.000007399422,0.00008192466,0.000076548145,0.000003982461,0.000025627993,0.0022718834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950314,0.0000010205597,0.00008267019,0.00015666234,0.00008482266,0.00017171819],"domain_scores_gemma":[0.99957746,0.000013540685,0.00003881385,0.0002730062,0.0000737016,0.000023500452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036193233,0.000103170874,0.000099760655,0.000037428243,0.00028988722,0.000037288308,0.0001170275,0.00007452573,0.00000524287],"category_scores_gemma":[0.000043256758,0.00008760152,0.000025541503,0.000022345239,0.00007031539,0.00027714728,0.000014978022,0.000091784415,0.0000021080355],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048530936,0.00001001261,0.0000026911146,0.00005070597,0.000032555356,0.0000026697587,0.000077970704,0.0010114511,0.355018,0.6402752,0.0014140279,0.002056234],"study_design_scores_gemma":[0.0004079215,0.000059000507,0.0000817645,0.00008489002,0.000010027199,0.000007302858,0.00028365708,0.0029215976,0.76935637,0.22503112,0.0015451323,0.00021120305],"about_ca_topic_score_codex":0.000009697472,"about_ca_topic_score_gemma":0.0001179864,"teacher_disagreement_score":0.41524404,"about_ca_system_score_codex":0.00006334233,"about_ca_system_score_gemma":0.000008000927,"threshold_uncertainty_score":0.3572286},"labels":[],"label_agreement":null},{"id":"W2765869635","doi":"10.3390/mi8110326","title":"An Enhanced Robust Control Algorithm Based on CNF and ISM for the MEMS Micromirror against Input Saturation and Disturbance","year":2017,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Robustness (evolution); Control theory (sociology); Microelectromechanical systems; Saturation (graph theory); Integral sliding mode; Nonlinear system; Robust control; Computer science; Sliding mode control; Control engineering; Engineering; Electronic engineering; Materials science; Physics; Control (management); Mathematics; Nanotechnology; Artificial intelligence; Chemistry","score_opus":0.008363956415349837,"score_gpt":0.23598492752749556,"score_spread":0.22762097111214571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765869635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89358354,0.0013539139,0.10319303,0.00059672346,0.00030400613,0.00053030526,0.00010461115,0.000268459,0.00006539799],"genre_scores_gemma":[0.9815759,0.0002651061,0.017747948,0.00013957811,0.000096393924,0.000085223124,0.000015972095,0.000030006257,0.00004388078],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999425,0.0000039990196,0.00012215361,0.00022109722,0.000047446618,0.00018033382],"domain_scores_gemma":[0.9993555,0.00011058443,0.00006260956,0.0004132634,0.00002522111,0.000032815948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008355596,0.00018813665,0.00018012039,0.00003471719,0.00047697205,0.00014770607,0.00019741847,0.00009147238,8.470349e-7],"category_scores_gemma":[0.000056378678,0.00012869801,0.000030520365,0.00002088201,0.00013842754,0.00019225651,0.000020175217,0.00013632653,6.615937e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024090416,0.0000112001535,0.000041661777,0.00002502186,0.000015408015,9.520676e-7,0.00005262569,0.00096928194,0.875515,0.000018501252,0.00011172212,0.12321453],"study_design_scores_gemma":[0.0030845997,0.00018721417,0.031437024,0.0000940963,0.00004546953,0.000004720164,0.00007343536,0.33524784,0.6227439,0.0005358372,0.006025662,0.00052020856],"about_ca_topic_score_codex":0.000021290902,"about_ca_topic_score_gemma":0.00007113469,"teacher_disagreement_score":0.33427855,"about_ca_system_score_codex":0.000016601995,"about_ca_system_score_gemma":0.000004321688,"threshold_uncertainty_score":0.52481526},"labels":[],"label_agreement":null},{"id":"W2767505718","doi":"10.1109/jsen.2017.2772083","title":"On the Feasibility of a New Technique for Applying and Sensing a Pre-Strain State for Strain Engineering","year":2017,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Ultimate tensile strength; Compressive strength; Strain engineering; Silicon; Strain (injury); Substrate (aquarium); Silicon nitride; Composite material; Stress–strain curve; Stress (linguistics); Layer (electronics); Deformation (meteorology); Optoelectronics","score_opus":0.04475506634095409,"score_gpt":0.29839563429110666,"score_spread":0.25364056795015255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767505718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59703976,0.00003765319,0.40183267,0.000084388725,0.00013718918,0.0007128059,0.000060259634,0.000077547695,0.00001774419],"genre_scores_gemma":[0.9126313,0.000056613728,0.087083384,0.0000071900195,0.000106989915,0.000023093631,4.1779666e-7,0.00003819879,0.000052810243],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999302,0.0000039301385,0.00023086279,0.00012103541,0.00008378945,0.00025833194],"domain_scores_gemma":[0.9992878,0.0002056371,0.00012898401,0.00027350764,0.000044603446,0.00005945568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042723774,0.00014878697,0.0002024245,0.00006749298,0.00024022444,0.00007455906,0.0001520409,0.00007800364,9.2821557e-7],"category_scores_gemma":[0.00045295543,0.00011283702,0.0000839893,0.000026056792,0.00005911621,0.00010858042,0.0000144229725,0.00029238904,7.778484e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040483075,0.0000046577934,0.000006377638,0.00008760009,0.00003329249,0.000003469524,0.00019038466,0.021863285,0.9573235,0.00018831635,0.00011720158,0.020141466],"study_design_scores_gemma":[0.0012225028,0.00032183767,0.00079888554,0.0005054047,0.00003354341,0.00021332555,0.00026917676,0.05977921,0.8904534,0.044965796,0.0010459872,0.00039090606],"about_ca_topic_score_codex":0.0000031362586,"about_ca_topic_score_gemma":0.0000062461418,"teacher_disagreement_score":0.31559154,"about_ca_system_score_codex":0.0000426071,"about_ca_system_score_gemma":0.000018250359,"threshold_uncertainty_score":0.46013603},"labels":[],"label_agreement":null},{"id":"W2768339954","doi":"10.1109/jsen.2017.2774705","title":"A Wideband, Low-Noise Accelerometer for Sonar Wave Detection","year":2017,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ultra Electronics (Canada); Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; CMC Microsystems; University of Michigan","keywords":"Accelerometer; Capacitive sensing; Acoustics; Wideband; Bandwidth (computing); Sonar; Dynamic range; Noise (video); Sensitivity (control systems); Electronic engineering; Engineering; Electrical engineering; Computer science; Physics; Telecommunications","score_opus":0.029978763736847366,"score_gpt":0.25568706831599836,"score_spread":0.22570830457915098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768339954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95102453,0.00009065784,0.04653019,0.00008990542,0.0014439793,0.00012482495,0.000006265694,0.00022113392,0.00046848727],"genre_scores_gemma":[0.9914486,0.0005251118,0.007183948,0.000015578922,0.0004703068,0.000011024947,2.6385817e-7,0.000040201616,0.00030497496],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929565,0.0000027218239,0.00018976738,0.00011106094,0.00010061291,0.00030015546],"domain_scores_gemma":[0.99947333,0.00003312361,0.00010274584,0.0002603461,0.00005791823,0.00007255054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010331783,0.0001407445,0.00016576872,0.00010490194,0.00045740197,0.00015394391,0.00017740767,0.00012330286,0.000015742726],"category_scores_gemma":[0.000077642835,0.00012295975,0.000115823896,0.000028249859,0.000051213447,0.00035309847,0.000014778957,0.0003172353,0.000014685426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029371942,0.0000080983755,0.000011644328,0.00002307963,0.000042714208,0.00003963161,0.000046189576,0.0021000996,0.8474044,0.0000046018413,0.0014966156,0.14879353],"study_design_scores_gemma":[0.00074628997,0.000085566295,0.00063645624,0.00005797435,0.000019066447,0.00036918462,0.000048948838,0.0031856806,0.966324,0.0026830193,0.025614247,0.00022957187],"about_ca_topic_score_codex":0.000001926531,"about_ca_topic_score_gemma":0.000014947796,"teacher_disagreement_score":0.14856395,"about_ca_system_score_codex":0.00006198611,"about_ca_system_score_gemma":0.0000059522777,"threshold_uncertainty_score":0.5014153},"labels":[],"label_agreement":null},{"id":"W2770893675","doi":"10.1109/jmems.2017.2764272","title":"Exclusion of Linear Acceleration Signal in the MEMS Thermal Gyroscope","year":2017,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Acceleration; Gyroscope; Vibrating structure gyroscope; SIGNAL (programming language); Rotation (mathematics); Physics; Microelectromechanical systems; Angular acceleration; Accelerometer; Symmetry (geometry); Control theory (sociology); Computer science; Classical mechanics; Optoelectronics; Mathematics","score_opus":0.01947563635597932,"score_gpt":0.26091836265821633,"score_spread":0.241442726302237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770893675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911771,0.0011629845,0.0068012364,0.00013501015,0.00037510027,0.00015713034,0.0000017563436,0.000022956356,0.00016675887],"genre_scores_gemma":[0.9989404,0.00036414195,0.00044028994,0.000008216166,0.0002132333,0.000004159172,4.150906e-7,0.000015210448,0.000013935574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989141,0.000022832082,0.0005462571,0.000075803444,0.00023534751,0.00020560838],"domain_scores_gemma":[0.999189,0.0000677106,0.00036888896,0.00027027287,0.00007650392,0.000027580372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692661,0.00011602646,0.0003206087,0.00009240164,0.00011187811,0.000055412507,0.00065610424,0.0001340769,0.0000091408165],"category_scores_gemma":[0.00007498051,0.00007308307,0.00009133422,0.00007949616,0.00003181416,0.00024235091,0.000044877957,0.00044098933,0.0000018782503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025432519,0.000029858571,0.000017014327,0.000032979708,0.00001840334,0.000016296011,0.000072910705,0.0011114851,0.9949002,0.00025070834,0.00011407191,0.0034106285],"study_design_scores_gemma":[0.00075633824,0.00067281496,0.00066093885,0.00024615592,0.000019241686,0.00018410238,0.00021618919,0.0036478583,0.99107254,0.0006377215,0.0017397911,0.00014631785],"about_ca_topic_score_codex":0.000025277694,"about_ca_topic_score_gemma":0.000015055015,"teacher_disagreement_score":0.0077633313,"about_ca_system_score_codex":0.00006574254,"about_ca_system_score_gemma":0.000020549163,"threshold_uncertainty_score":0.29802412},"labels":[],"label_agreement":null},{"id":"W2779500826","doi":"10.1109/naecon.2017.8268754","title":"Design and analysis of wafer-level vacuum-encapsulated disk resonator gyroscope using a commercial MEMS process","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Gyroscope; Resonator; Wafer; Microelectromechanical systems; Materials science; Optoelectronics; Vibrating structure gyroscope; Q factor; Electronic engineering; Acoustics; Engineering; Physics; Aerospace engineering","score_opus":0.07201069018789494,"score_gpt":0.31887051220997326,"score_spread":0.24685982202207832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779500826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8934078,0.00019778303,0.10579823,0.000022085827,0.00006277542,0.0001330793,0.000012563151,0.00021429862,0.00015136166],"genre_scores_gemma":[0.9746188,0.00013344976,0.025156476,0.000005296772,0.000008534851,0.0000070380597,0.000002683004,0.000019439682,0.000048301306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932736,0.0000035764056,0.00020114252,0.00016716289,0.00010675213,0.0001939924],"domain_scores_gemma":[0.9993949,0.000036750127,0.00007631922,0.00039698702,0.000052929376,0.00004214208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010333804,0.00014485209,0.00034435446,0.00018290027,0.00017565195,0.000042789645,0.00024745424,0.00011705794,0.000018532175],"category_scores_gemma":[0.00006045339,0.00012204275,0.00004551774,0.00024434357,0.00011428037,0.00023796422,0.00007547044,0.000109987224,6.0400487e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004887621,0.000054050026,0.0046269656,0.0001394091,0.0011416585,0.000011887375,0.00050224,0.03600592,0.93460494,0.00039938604,0.00009691416,0.022367723],"study_design_scores_gemma":[0.0005488621,0.00005004231,0.052852295,0.00005850397,0.0005666903,0.0000021222872,0.0001778858,0.2923832,0.6516277,0.0012419717,0.00009555934,0.00039517856],"about_ca_topic_score_codex":0.00006739829,"about_ca_topic_score_gemma":0.000037950642,"teacher_disagreement_score":0.28297725,"about_ca_system_score_codex":0.000023367484,"about_ca_system_score_gemma":0.000011723524,"threshold_uncertainty_score":0.4976759},"labels":[],"label_agreement":null},{"id":"W2782608423","doi":"10.1115/imece2017-71787","title":"Uncertainty Propagation for Ring-Based Vibratory MEMS Gyroscopes Under Random Input Angular Speed Fluctuation","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Wilfrid Laurier University","funders":"","keywords":"Gyroscope; Standard deviation; Monte Carlo method; Transient (computer programming); Control theory (sociology); Uncertainty quantification; Allan variance; Degrees of freedom (physics and chemistry); Computer science; Physics; Statistics; Mathematics; Artificial intelligence","score_opus":0.018323168595743664,"score_gpt":0.2616694718366797,"score_spread":0.24334630324093603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782608423","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.405212,0.00011932286,0.5909109,0.00025128433,0.00036145232,0.0007076504,0.000007638437,0.0010220814,0.0014076664],"genre_scores_gemma":[0.9896245,0.000015647007,0.009889632,0.000050414637,0.0000812929,0.00007231204,0.000020795831,0.000031613836,0.00021379782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993753,0.0000024954745,0.00015994333,0.00016825637,0.000100479665,0.00019354385],"domain_scores_gemma":[0.999393,0.00005175943,0.000063482985,0.00040212058,0.00005892956,0.00003073681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012673138,0.00014280652,0.00016430118,0.00006767385,0.00024126825,0.000083767445,0.00018208125,0.000114577015,0.000021288492],"category_scores_gemma":[0.00015439664,0.00012099456,0.000053981144,0.000037648733,0.00007221721,0.00031234024,0.000022365659,0.00008156633,0.0000082759725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005374879,0.000015239622,0.000031172873,0.00009015779,0.000029392257,8.6336075e-7,0.000027950526,0.21196975,0.7748095,0.0017988946,0.00051423267,0.010659106],"study_design_scores_gemma":[0.0022014629,0.00004613122,0.0005759478,0.000031762687,0.000014996763,3.1367372e-7,0.000057093246,0.15496926,0.83467567,0.0044744737,0.0027425997,0.00021031646],"about_ca_topic_score_codex":0.000016233676,"about_ca_topic_score_gemma":0.00009197834,"teacher_disagreement_score":0.5844125,"about_ca_system_score_codex":0.000070104616,"about_ca_system_score_gemma":0.000020952742,"threshold_uncertainty_score":0.49340153},"labels":[],"label_agreement":null},{"id":"W2782681349","doi":"10.1115/imece2017-70039","title":"Studying the Effect of N-Type Strained Silicon on the Temperature Coefficient of Resistance","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Piezoresistive effect; Silicon; Strained silicon; Silicon nitride; Substrate (aquarium); Nanocrystalline silicon; Optoelectronics; Plasma-enhanced chemical vapor deposition; Stress (linguistics); Temperature coefficient; Composite material; Crystalline silicon; Amorphous silicon","score_opus":0.012246466881013803,"score_gpt":0.245359440818747,"score_spread":0.2331129739377332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782681349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939827,0.00020512614,0.000028792207,0.00021204466,0.00012432806,0.00022564917,0.0000027610795,0.000091208574,0.0051274397],"genre_scores_gemma":[0.9995503,0.000041740663,0.000045819306,0.000006878931,0.000011580847,0.0000069050407,2.2166073e-7,0.000008613251,0.0003279664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962753,0.000006861534,0.0000998213,0.00007267699,0.00009749065,0.00009564292],"domain_scores_gemma":[0.9990702,0.00022084848,0.00004939265,0.00063028594,0.00002229439,0.000006968417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779486,0.00008466063,0.00013049615,0.000015643627,0.00013885013,0.000013790235,0.00034117734,0.000046430778,0.0000072699295],"category_scores_gemma":[0.00026762634,0.000036451893,0.00003264863,0.00005323181,0.00012156728,0.000025665726,0.000039530412,0.0001432911,0.000001215405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047719415,0.00001000347,0.00011773677,0.000078249504,0.000037526162,0.000001212605,0.00014523671,0.0042729056,0.9869289,0.005486828,0.0010692013,0.0018044718],"study_design_scores_gemma":[0.00017873356,0.00017711206,0.0027936709,0.00007636976,0.0000075366333,2.0706597e-7,0.00027091516,0.00020045695,0.9955637,0.00011856634,0.00055713224,0.000055610246],"about_ca_topic_score_codex":0.0000034963587,"about_ca_topic_score_gemma":0.000022269012,"teacher_disagreement_score":0.0086347805,"about_ca_system_score_codex":0.000008801573,"about_ca_system_score_gemma":0.0000027795566,"threshold_uncertainty_score":0.14864652},"labels":[],"label_agreement":null},{"id":"W2784030172","doi":"10.1115/imece2017-71070","title":"Nonlinear Sensitivity Analysis of Twin Non-Symmetric Micro-Cantilever Beams","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Microelectromechanical systems; Fabrication; Sensitivity (control systems); Stiffness; Nonlinear system; Viscosity; Materials science; Voltage; Spring (device); Mechanics; Structural engineering; Physics; Optoelectronics; Engineering; Electronic engineering; Composite material","score_opus":0.011707957209889751,"score_gpt":0.2469222853291019,"score_spread":0.23521432811921214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784030172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792976,0.000067106106,0.014612913,0.00003042242,0.00010904984,0.00005805067,0.000027732583,0.00022615459,0.0055710054],"genre_scores_gemma":[0.97359407,0.00013182938,0.025949046,0.00000908791,0.000021438731,0.0000019194429,0.0000047242697,0.000013893371,0.00027398055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943405,0.0000016211435,0.0001527731,0.00014252632,0.000088486115,0.00018054429],"domain_scores_gemma":[0.99917215,0.000044170964,0.00005940015,0.0006478908,0.000047072674,0.000029339895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009768283,0.000115427734,0.00031890784,0.00038690178,0.00007207141,0.000020428717,0.00016137183,0.00009501108,0.000028548844],"category_scores_gemma":[0.00009164474,0.00010119743,0.0001322009,0.0004348633,0.00007586298,0.00013892243,0.00008705115,0.000108484084,0.000013900434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051699453,0.000051255884,0.005900553,0.000044660468,0.0011237394,0.000026070651,0.000039813225,0.0095286155,0.94538236,0.00013438573,0.00047143255,0.037291937],"study_design_scores_gemma":[0.0001628766,0.00001528215,0.09074619,0.000009799271,0.000256986,0.0000012866215,0.000036090827,0.048353236,0.85863805,0.00004652973,0.0015464149,0.00018724907],"about_ca_topic_score_codex":0.00017945783,"about_ca_topic_score_gemma":0.00016917389,"teacher_disagreement_score":0.08674431,"about_ca_system_score_codex":0.000020018406,"about_ca_system_score_gemma":0.0000047095978,"threshold_uncertainty_score":0.41267112},"labels":[],"label_agreement":null},{"id":"W2791707089","doi":"10.1109/jmems.2017.2788821","title":"Correction to “Sensitivity Improvement of Micromachined Convective Accelerometers” [Jun 12 646-655]","year":2018,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Sensitivity (control systems); Computer science; Engineering; Electronic engineering; Operating system","score_opus":0.00788693000684381,"score_gpt":0.22323941703061734,"score_spread":0.21535248702377352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791707089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239122,0.00028720283,0.07135947,0.00004477588,0.003823368,0.0003058018,0.00000853415,0.00011853227,0.00014010681],"genre_scores_gemma":[0.99799144,0.00008540967,0.001407424,0.000026957601,0.00034332866,0.000007070617,7.710636e-7,0.00003726162,0.00010035082],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984013,0.000030239942,0.00075087725,0.00018381132,0.0002474361,0.00038637518],"domain_scores_gemma":[0.9988359,0.00014222127,0.00034972597,0.00022351724,0.00031867158,0.00012992627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054867484,0.00022735466,0.00062163704,0.00030918978,0.000056316665,0.00002789977,0.00021993648,0.00014643765,0.000012309059],"category_scores_gemma":[0.000174469,0.00019450244,0.00017157239,0.00035065663,0.000047888923,0.00015708423,0.00006235229,0.0004302527,0.000014784366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011442486,0.000053616248,0.000008026993,0.000043343895,0.00015547492,0.000011983053,0.00007918295,0.000085219646,0.98765934,0.00004029646,0.002914813,0.008834257],"study_design_scores_gemma":[0.00051293883,0.0033608787,0.00015993076,0.00019176208,0.000037222686,0.00036030033,0.00014381317,0.0009843471,0.9918044,0.00012755512,0.0021218113,0.00019501755],"about_ca_topic_score_codex":0.000055001463,"about_ca_topic_score_gemma":0.00006914169,"teacher_disagreement_score":0.074079216,"about_ca_system_score_codex":0.00036170514,"about_ca_system_score_gemma":0.00003326196,"threshold_uncertainty_score":0.79315794},"labels":[],"label_agreement":null},{"id":"W2792794043","doi":"10.1088/1361-6439/aaad4b","title":"A square wave is the most efficient and reliable waveform for resonant actuation of micro switches","year":2018,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Waveform; Square wave; Square (algebra); Acoustics; Electrical engineering; Physics; Engineering; Electronic engineering; Materials science; Voltage; Mathematics; Geometry","score_opus":0.009237381951263097,"score_gpt":0.20142965452732448,"score_spread":0.1921922725760614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792794043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440893,0.0053043277,0.05000152,0.00014506707,0.00024324571,0.00016225487,0.000019549798,0.000028332048,0.000006427251],"genre_scores_gemma":[0.9779032,0.0032891033,0.018636145,0.000026795733,0.00008507685,0.0000041907865,8.594299e-7,0.00003325655,0.000021356302],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993078,8.7953543e-7,0.00032837476,0.0000929159,0.00007170897,0.00019830056],"domain_scores_gemma":[0.99953496,0.00004406502,0.00012148986,0.00012123839,0.00014025482,0.000037988633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022320072,0.00013975785,0.00022579092,0.0001299413,0.00007161012,0.000022738112,0.00009460929,0.000081394566,0.0000019542251],"category_scores_gemma":[0.000032282693,0.00009796243,0.00005540066,0.000113292605,0.000037000314,0.000065687826,0.000047562764,0.00014804053,2.0196816e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018505021,0.000007909403,0.000001395512,0.00012935179,0.00003712362,0.0000010437132,0.0004758121,0.00023008994,0.98595726,0.00011857734,0.00033287992,0.012690042],"study_design_scores_gemma":[0.0004384928,0.00023576319,0.00003829955,0.0002529026,0.000035430716,0.00015706007,0.0005245631,0.020236237,0.96606106,0.00053364824,0.011366264,0.00012025619],"about_ca_topic_score_codex":0.0000019890858,"about_ca_topic_score_gemma":0.0000023838163,"teacher_disagreement_score":0.033813942,"about_ca_system_score_codex":0.00003842432,"about_ca_system_score_gemma":0.000012265496,"threshold_uncertainty_score":0.3994792},"labels":[],"label_agreement":null},{"id":"W2793528860","doi":"10.1155/2018/1460582","title":"The Designing of Magnetic-Driven Micromirror for Portable FTIRs","year":2018,"lang":"en","type":"article","venue":"Journal of Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microelectromechanical systems; Microactuator; Actuator; Materials science; Miniaturization; Optics; Fourier transform infrared spectroscopy; Solenoid; Displacement (psychology); Fourier transform; Optoelectronics; Electrical engineering; Engineering; Physics; Nanotechnology","score_opus":0.013155274358158265,"score_gpt":0.2381345938355676,"score_spread":0.22497931947740932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793528860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964634,0.0006899867,0.0019922068,0.00008051232,0.00027691844,0.00007773722,0.0000025761917,0.000033177523,0.00038344032],"genre_scores_gemma":[0.8883368,0.00053114747,0.11068087,0.0000078325065,0.00013804878,0.000001769691,1.1069463e-7,0.00002245441,0.0002810139],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994652,0.0000024898798,0.0002690265,0.000037628834,0.00007428347,0.00015135249],"domain_scores_gemma":[0.9995031,0.00010841391,0.00012928752,0.00009808695,0.00013662895,0.000024509805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013555039,0.00006628119,0.00014367128,0.000056421,0.00006043322,0.000009227219,0.00013689835,0.000046933634,0.000007185472],"category_scores_gemma":[0.000086915774,0.00004394023,0.00006686968,0.00007206035,0.000093243216,0.00006490078,0.0000105743375,0.00009960118,0.0000018369196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028710498,0.000004290541,0.000029334651,0.000016445732,0.000029455798,0.0000036829008,0.000107905085,0.0010395176,0.9920789,0.0001002328,0.002655724,0.0039058232],"study_design_scores_gemma":[0.00034168133,0.00041831128,0.00034833362,0.00006056112,0.000024263509,0.00004742762,0.0006941406,0.0006273215,0.9565339,0.0012272967,0.039597176,0.0000795602],"about_ca_topic_score_codex":0.0000011080683,"about_ca_topic_score_gemma":0.0000033780004,"teacher_disagreement_score":0.10868867,"about_ca_system_score_codex":0.000023493309,"about_ca_system_score_gemma":0.000012648277,"threshold_uncertainty_score":0.17918305},"labels":[],"label_agreement":null},{"id":"W2793605707","doi":"10.1177/0142331218757860","title":"A robust control approach for MEMS capacitive micromachined ultrasonic transducer","year":2018,"lang":"en","type":"article","venue":"Transactions of the Institute of Measurement and Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Control theory (sociology); Capacitive sensing; Integral sliding mode; Robustness (evolution); Nonlinear system; Ultrasonic sensor; Ultrasonic motor; Engineering; Sliding mode control; Computer science; Acoustics; Piezoelectricity; Physics; Electrical engineering","score_opus":0.026430075269103466,"score_gpt":0.20148762252899896,"score_spread":0.1750575472598955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793605707","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070732825,0.00064963807,0.9267942,0.00014165469,0.00030694864,0.00078471523,0.0001024221,0.00009317058,0.00039445292],"genre_scores_gemma":[0.9941901,0.000057443376,0.0055515147,0.000015853286,0.000035718465,0.00011357748,8.3050975e-7,0.000014972179,0.000019979358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928236,0.0000062269824,0.0002460371,0.0001301027,0.0001699244,0.0001653444],"domain_scores_gemma":[0.9995272,0.0000224572,0.000057334255,0.00020166888,0.00016366916,0.000027679527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020418437,0.00014928673,0.00028172386,0.000059571168,0.00012792155,0.000006275114,0.00017072355,0.00008194892,0.0000049584214],"category_scores_gemma":[0.000020182986,0.00010889419,0.000145842,0.00009874768,0.00036142938,0.00012527022,0.0000011931808,0.000115819894,1.7795001e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016910314,0.000068914225,0.000009708534,0.000120771096,0.00037324126,5.407086e-8,0.00017922316,0.017773673,0.9732014,0.00020531559,0.000021543301,0.007877083],"study_design_scores_gemma":[0.008423823,0.00034245718,0.00047725692,0.00013236693,0.0006035262,0.000007668064,0.0002276529,0.01379208,0.97348666,0.0005245099,0.0016871612,0.00029482972],"about_ca_topic_score_codex":0.000034341905,"about_ca_topic_score_gemma":0.00013180546,"teacher_disagreement_score":0.92345726,"about_ca_system_score_codex":0.000036309575,"about_ca_system_score_gemma":0.000025855614,"threshold_uncertainty_score":0.44405764},"labels":[],"label_agreement":null},{"id":"W2794271051","doi":"10.1049/mnl.2017.0681","title":"Tracking of square reference signals using internal model‐based LQG robust controller for positioning of a micro‐electro‐mechanical systems micromirror","year":2018,"lang":"en","type":"article","venue":"Micro & Nano Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Guangdong Science and Technology Department; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Linear-quadratic-Gaussian control; Control theory (sociology); Controller (irrigation); Tracking (education); Noise (video); Optimal projection equations; Computer science; Gaussian; Lorentz force; Physics; Magnetic field; Control (management); Artificial intelligence","score_opus":0.035410838985778306,"score_gpt":0.2581148006940861,"score_spread":0.2227039617083078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794271051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5754506,0.00031065982,0.42365944,0.000054882817,0.00008813465,0.00026975933,0.00005857586,0.000101955746,0.0000059493304],"genre_scores_gemma":[0.90659803,0.000008890351,0.093118876,0.000121772166,0.00005282311,0.000029698485,0.000009334139,0.00005304676,0.0000075341927],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986235,0.000013963462,0.00055112183,0.0002728582,0.00011728627,0.00042126206],"domain_scores_gemma":[0.9992639,0.00009488316,0.00020735753,0.00022284823,0.00017402816,0.000037015914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016145181,0.0002462163,0.0005011877,0.00021089369,0.000082025756,0.0000307144,0.00027522226,0.00017199345,0.000005764977],"category_scores_gemma":[0.000024664634,0.0002464157,0.00015423867,0.00014182064,0.00012533936,0.00013235536,0.000034241653,0.00017263317,0.0000013894002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013768558,0.000021549014,0.0000053348663,0.00024855728,0.000081641425,0.0000017163236,0.00006153029,0.052820243,0.9459918,0.000041529354,0.00024260471,0.0003457663],"study_design_scores_gemma":[0.0010657598,0.00012478838,0.0000031055688,0.0006160041,0.00004744142,0.000012504335,0.000059608003,0.124985196,0.87271905,0.000035252513,0.000114848975,0.00021643509],"about_ca_topic_score_codex":0.000048572332,"about_ca_topic_score_gemma":0.00000625085,"teacher_disagreement_score":0.3311474,"about_ca_system_score_codex":0.0001398499,"about_ca_system_score_gemma":0.000026119369,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W2794347364","doi":"10.1088/1361-6439/aaafb2","title":"Nonlinear dynamic modeling of a V-shaped metal based thermally driven MEMS actuator for RF switches","year":2018,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"American University of Sharjah; University of Sharjah","keywords":"Microelectromechanical systems; Actuator; Nonlinear system; Materials science; Optoelectronics; Electronic engineering; Engineering; Electrical engineering; Physics","score_opus":0.009595493880451928,"score_gpt":0.21853349307716557,"score_spread":0.20893799919671366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794347364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63556105,0.0008911496,0.36315516,0.00002066946,0.00020856163,0.00009221613,0.000015680358,0.000052041112,0.0000034672664],"genre_scores_gemma":[0.86674064,0.00049307215,0.13262361,0.000010424142,0.00006536715,0.0000036813524,0.0000018623384,0.000055051856,0.000006278725],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907017,0.000001399979,0.00045790413,0.000119501325,0.00009110162,0.0002599278],"domain_scores_gemma":[0.9994397,0.000039738203,0.00013663036,0.00013947286,0.00018078202,0.00006364784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017878013,0.00020445442,0.00039934268,0.00024857314,0.00004169648,0.000017995277,0.00020245634,0.000117481366,0.0000048679435],"category_scores_gemma":[0.00004172484,0.00018405514,0.0001492443,0.00011773863,0.000024471576,0.0001374718,0.000037985643,0.00019721828,5.47265e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028199966,0.000013957815,3.7031984e-7,0.00013318656,0.00010232949,0.000002578975,0.00007762058,0.013543213,0.9832822,0.000029540863,0.0000050704953,0.002781723],"study_design_scores_gemma":[0.0004618553,0.00016535768,8.9689365e-7,0.00012374765,0.00004319794,0.00003300834,0.00008194549,0.54414177,0.45422485,0.00015773166,0.00044523893,0.00012038618],"about_ca_topic_score_codex":0.0000012105036,"about_ca_topic_score_gemma":0.000004616111,"teacher_disagreement_score":0.5305986,"about_ca_system_score_codex":0.000047132973,"about_ca_system_score_gemma":0.000027692977,"threshold_uncertainty_score":0.7505551},"labels":[],"label_agreement":null},{"id":"W2795315683","doi":"10.1088/1361-6439/aaba3f","title":"Dual actuation micro-mirrors","year":2018,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"King Abdulaziz City for Science and Technology; Jazan University","keywords":"Piston (optics); Physics; Cantilever; Angular displacement; Torque; Optics; Circular motion; Torsion (gastropod); Acoustics; Voltage; Amplitude; Classical mechanics; Engineering; Aerospace engineering","score_opus":0.008640237724776867,"score_gpt":0.20989057556797938,"score_spread":0.2012503378432025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795315683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615392,0.0020039731,0.03549105,0.000044696048,0.0007172333,0.000047342863,0.0000038828002,0.00011133737,0.000041290594],"genre_scores_gemma":[0.97221494,0.0019318749,0.025585154,0.000019941594,0.00017872266,9.747455e-7,7.365431e-7,0.000037896,0.000029741546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933153,0.0000014352972,0.00029353893,0.00008379206,0.00007350895,0.0002161825],"domain_scores_gemma":[0.99965215,0.000017012864,0.00007432831,0.00010076463,0.00009314063,0.000062584775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013087886,0.0001483833,0.00020570288,0.00021967781,0.00004456635,0.00002784276,0.00010277983,0.000092445625,0.000010957246],"category_scores_gemma":[0.000022367562,0.00013851436,0.000054209308,0.00013637346,0.000027714084,0.00017473729,0.000037545153,0.00021685396,0.000005176747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005512459,0.000005580507,0.0000020400255,0.000026678917,0.000031701,0.000013940171,0.000117225776,0.00008871206,0.9875893,0.00010233322,0.00025820074,0.011758746],"study_design_scores_gemma":[0.0003560051,0.00015408974,0.00006611541,0.00009390734,0.000020482426,0.0007104237,0.0001383702,0.0008872235,0.9768836,0.00055582327,0.019961575,0.00017237033],"about_ca_topic_score_codex":6.6247185e-7,"about_ca_topic_score_gemma":0.000001976489,"teacher_disagreement_score":0.019703375,"about_ca_system_score_codex":0.00004736765,"about_ca_system_score_gemma":0.0000090632675,"threshold_uncertainty_score":0.56484514},"labels":[],"label_agreement":null},{"id":"W2799131638","doi":"10.1109/apec.2018.8341288","title":"Design of a high power MEMS relay with zero voltage switching and isolated power and signal transfer","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Microelectromechanical systems; Relay; Solid-state relay; Transformer; Electrical engineering; Maximum power transfer theorem; MOSFET; Low voltage; Power MOSFET; Electronic engineering; Voltage; Engineering; Transistor; Power (physics); Materials science; Optoelectronics; Physics","score_opus":0.00616449222502023,"score_gpt":0.18895620539861704,"score_spread":0.18279171317359683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799131638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5011455,0.00014612298,0.49811977,0.000010622675,0.000019334733,0.000080731625,9.3266397e-7,0.0002095121,0.0002675192],"genre_scores_gemma":[0.98755246,0.000092355614,0.012219471,0.000017681956,0.0000050121253,0.0000046343835,2.9527342e-7,0.000028202958,0.000079859725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994586,0.0000022111567,0.00013273733,0.00015641138,0.00007073416,0.00017928233],"domain_scores_gemma":[0.9997517,0.000041700456,0.000010631783,0.0001272275,0.000030479927,0.00003824848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006271464,0.00014421018,0.00018024752,0.0000720074,0.000040998166,0.000013007124,0.000054220298,0.000104520914,0.00006668789],"category_scores_gemma":[0.000004973107,0.0001029203,0.000010860853,0.00010823603,0.00010117038,0.00015623149,0.000016773642,0.0001296656,0.0000016046657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007537213,0.000009884544,0.00003585854,0.000014345662,0.00005020377,0.000007264083,0.00052354473,0.00050109596,0.99601966,0.0006166475,0.000071659204,0.0020744763],"study_design_scores_gemma":[0.0016644178,0.0020985117,0.0010238382,0.0001453986,0.000043826596,0.00006608149,0.00047957228,0.006831549,0.9831785,0.0031282743,0.00075399724,0.00058603735],"about_ca_topic_score_codex":0.0000205726,"about_ca_topic_score_gemma":0.000010644615,"teacher_disagreement_score":0.48640704,"about_ca_system_score_codex":0.00000849013,"about_ca_system_score_gemma":0.000005007432,"threshold_uncertainty_score":0.4196968},"labels":[],"label_agreement":null},{"id":"W2800641776","doi":"10.1016/j.mechatronics.2018.03.009","title":"Modeling of low-damping laterally actuated electrostatic MEMS","year":2018,"lang":"en","type":"article","venue":"Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CMC Microsystems","keywords":"Microelectromechanical systems; Wafer; Finite element method; Materials science; Electrode; Silicon on insulator; Voltage; Capacitance; Mechanical engineering; Engineering; Optoelectronics; Electrical engineering; Structural engineering; Physics; Silicon","score_opus":0.007645461293396614,"score_gpt":0.21666212204732974,"score_spread":0.20901666075393313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800641776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8385462,0.000350991,0.16000925,0.0000202823,0.00015171504,0.000083395695,0.000003442173,0.0005704607,0.00026425556],"genre_scores_gemma":[0.9881007,0.00029321894,0.0114826765,0.000014314782,0.000036379377,0.0000068945988,0.0000047778176,0.000035030815,0.000026006765],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992615,0.000001867673,0.00020180122,0.00012195609,0.00009637517,0.00031652165],"domain_scores_gemma":[0.99965304,0.000011945062,0.000025104826,0.00022989849,0.00005452101,0.000025471827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073046016,0.0001262824,0.0001711567,0.000081049955,0.0000409475,0.000009833545,0.0001514951,0.00009000223,0.000017002238],"category_scores_gemma":[0.000022838109,0.00012164929,0.000039307706,0.00015920022,0.000030760093,0.00011431373,0.000035268036,0.00015221658,0.000018561686],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008134498,0.000009511015,0.0000025844781,0.00006796359,0.0000353653,0.0000010937018,0.00020539934,0.096350424,0.89581543,0.002015296,0.000037972488,0.005450825],"study_design_scores_gemma":[0.000165129,0.000080596146,0.0000018516297,0.00005222265,0.000007032425,0.0000015869751,0.000051775867,0.5232688,0.46919632,0.006726362,0.00031549396,0.00013280097],"about_ca_topic_score_codex":0.000007708215,"about_ca_topic_score_gemma":0.000028869124,"teacher_disagreement_score":0.4269184,"about_ca_system_score_codex":0.00006482528,"about_ca_system_score_gemma":0.000017772085,"threshold_uncertainty_score":0.4960714},"labels":[],"label_agreement":null},{"id":"W2802343567","doi":"10.1139/tcsme-2005-0025","title":"MOLECULAR ELEMENT METHOD (MEM) FOR MULTI-SCALE MODELING AND SIMULATIONS OF NANO/MICRO-SYSTEMS","year":2005,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Molecular dynamics; Continuum mechanics; Discrete element method; Atomic units; Statistical physics; Constraint (computer-aided design); Finite element method; Stress (linguistics); Materials science; Physics; Computer science; Classical mechanics; Mechanics; Mathematics; Geometry; Thermodynamics; Quantum mechanics","score_opus":0.01855166107575394,"score_gpt":0.2502274433589979,"score_spread":0.23167578228324395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802343567","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032644387,0.0003783202,0.96590066,0.00010542176,0.0001252108,0.0004995762,0.00026052434,0.00008419165,0.0000017054741],"genre_scores_gemma":[0.599972,0.000024058349,0.39989334,0.0000072402368,0.000009678515,0.0000582467,0.000002163186,0.000024309671,0.0000089431815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993477,0.0000016029206,0.00024528446,0.00011487527,0.000061420804,0.00022914565],"domain_scores_gemma":[0.9996171,0.00005478976,0.000024775178,0.0001751459,0.000051277857,0.00007689572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117974,0.0001164931,0.00018685515,0.00004748289,0.00010177486,0.0000074989393,0.00012684715,0.00013409033,0.0000014828261],"category_scores_gemma":[0.000014782463,0.00011269496,0.0002576979,0.00011914783,0.000015072064,0.00006256417,0.0000045842958,0.00011268169,3.8760252e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.2100556e-7,0.0000040894315,7.178067e-8,0.00009613722,0.000054227545,8.074745e-9,0.00005378548,0.6844406,0.3138651,0.0005480971,0.0000035821581,0.0009335773],"study_design_scores_gemma":[0.0002593668,0.0000121117955,2.3949198e-7,0.000029709654,0.000048266225,9.0404575e-7,0.00008878731,0.73510855,0.2633281,0.000065922766,0.0009745816,0.00008344942],"about_ca_topic_score_codex":0.00053539407,"about_ca_topic_score_gemma":0.0035394346,"teacher_disagreement_score":0.5673276,"about_ca_system_score_codex":0.00015134174,"about_ca_system_score_gemma":0.000030528965,"threshold_uncertainty_score":0.4595567},"labels":[],"label_agreement":null},{"id":"W2804823065","doi":"10.2316/journal.206.2018.3.206-4949","title":"MODIFIED SENSOR ERROR MODEL FOR STATIC CALIBRATION OF A LOW-COST TRI-AXIAL MEMS ACCELEROMETER","year":2018,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microelectromechanical systems; Accelerometer; Calibration; Computer science; Electronic engineering; Materials science; Engineering; Physics; Optoelectronics","score_opus":0.03601087573772148,"score_gpt":0.2944734764925726,"score_spread":0.2584626007548511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804823065","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37522155,0.000016078648,0.6241185,0.00018566035,0.00031507906,0.00008219015,0.000017536164,0.00002777311,0.000015627598],"genre_scores_gemma":[0.93661636,0.00006478218,0.06312537,0.00002136125,0.00012681368,0.0000038993403,0.0000075764056,0.000011728768,0.00002213417],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993218,0.0000025919906,0.00036577816,0.00005528411,0.00017656502,0.000077968514],"domain_scores_gemma":[0.9993457,0.00004964556,0.00020045177,0.000049420745,0.00032973324,0.000025007892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096890006,0.00007650837,0.00013839616,0.00018253841,0.0000219972,0.00003094606,0.00010704976,0.000057660618,0.0000033022034],"category_scores_gemma":[0.00007496925,0.000066637025,0.000047476096,0.00004893165,0.0000391844,0.00031547432,0.000014651549,0.00006307075,2.8258012e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005847832,0.00002864128,0.000011950113,0.0000357868,0.00007952962,0.0000012037167,0.00027021943,0.8907182,0.08916893,0.0012094846,0.00020648456,0.018211087],"study_design_scores_gemma":[0.0006351673,0.00007556893,0.00015661506,0.00006677966,0.000015093059,0.0000107984815,0.00004296509,0.9534342,0.04096825,0.0044944,0.000035025183,0.00006508678],"about_ca_topic_score_codex":0.0000010462683,"about_ca_topic_score_gemma":0.0000025139573,"teacher_disagreement_score":0.5613948,"about_ca_system_score_codex":0.00003861884,"about_ca_system_score_gemma":0.00001819606,"threshold_uncertainty_score":0.2717379},"labels":[],"label_agreement":null},{"id":"W2808950728","doi":"10.1109/jmems.2018.2844735","title":"Post-Fabrication Melting Procedure With I-Shaped Beams for Stiction-Free Release of 2-D Surface-Micromachined Micromirrors Equipped With Repulsive-Force Actuators","year":2018,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stiction; Fabrication; Actuator; Materials science; Surface micromachining; Beam (structure); Stiffness; Optics; Microelectromechanical systems; Optoelectronics; Composite material; Physics; Engineering; Electrical engineering","score_opus":0.006069996990667908,"score_gpt":0.21809349742588302,"score_spread":0.21202350043521512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808950728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88230395,0.00045528068,0.116014674,0.00011714658,0.00022015782,0.0006710951,0.000034205692,0.00016416886,0.000019347728],"genre_scores_gemma":[0.973718,0.000072746356,0.02580593,0.000014809713,0.00018595818,0.000020021025,0.000007732889,0.0000916663,0.00008316819],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99799305,0.000023093937,0.0009043014,0.00027178755,0.00031608847,0.00049169554],"domain_scores_gemma":[0.9973312,0.00017206252,0.00087671797,0.00040624512,0.0010805005,0.00013326544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040029635,0.00033029195,0.00070229906,0.00019988607,0.00012897841,0.00003840418,0.00049103284,0.00022060418,0.0000049536284],"category_scores_gemma":[0.0003892566,0.00023506224,0.00013608635,0.00044595817,0.00009362031,0.00027222512,0.000042470758,0.00041145357,0.0000015456395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008991122,0.000060452086,0.000021275908,0.0002896235,0.0002671632,0.0000070802434,0.0001443994,0.00041806654,0.9969333,0.0001725886,0.00017353453,0.0006134359],"study_design_scores_gemma":[0.003080558,0.0073884903,0.00014311915,0.00082025793,0.00019807302,0.00087824295,0.00082592876,0.0068418276,0.9785216,0.00038560014,0.00045197376,0.00046435016],"about_ca_topic_score_codex":0.000029313698,"about_ca_topic_score_gemma":0.000029864443,"teacher_disagreement_score":0.09141404,"about_ca_system_score_codex":0.00025502758,"about_ca_system_score_gemma":0.000117686606,"threshold_uncertainty_score":0.958556},"labels":[],"label_agreement":null},{"id":"W2809519587","doi":"10.1139/tcsme-2017-0149","title":"Kinematic sensitivity analysis of a novel micro-mechanism for displacement amplification","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kinematics; Sensitivity (control systems); Finite element method; Mechanism (biology); Displacement (psychology); Modal analysis; Microelectromechanical systems; Structural engineering; Inverse; Amplification factor; Control theory (sociology); Computer science; Materials science; Engineering; Physics; Geometry; Mathematics; Electronic engineering; Classical mechanics; Nanotechnology; Artificial intelligence","score_opus":0.015545661037441823,"score_gpt":0.23022442943151653,"score_spread":0.2146787683940747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809519587","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041855715,0.000013382313,0.95683265,0.00012826791,0.00019865167,0.00044114311,0.0004404954,0.00008584114,0.000003837127],"genre_scores_gemma":[0.85185623,0.000009252976,0.14795955,0.000017679824,0.000016494185,0.000092828726,0.000008645361,0.000022664934,0.000016642534],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933,0.0000011944223,0.00023899524,0.0001245796,0.00007889758,0.00022636473],"domain_scores_gemma":[0.99939233,0.00010109034,0.000046022495,0.0002817038,0.00011375617,0.00006511093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015809486,0.00011771139,0.0002453487,0.00010745804,0.00011342228,0.000006170186,0.00013158283,0.00012620204,0.0000049018863],"category_scores_gemma":[0.00004193526,0.00010919778,0.0005702326,0.0005068375,0.00004099886,0.00004666465,0.000003955944,0.00008871186,1.2266524e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031924844,0.0000150796795,1.7982198e-7,0.00016878701,0.0006942398,1.1302894e-8,0.000104501516,0.18693489,0.8005921,0.011078267,0.000021403723,0.00038730173],"study_design_scores_gemma":[0.00020586602,0.000029986219,0.000016526517,0.000028659171,0.0004986796,5.257385e-7,0.00007810283,0.6372662,0.3613314,0.00025568946,0.00019291563,0.00009545192],"about_ca_topic_score_codex":0.00081717526,"about_ca_topic_score_gemma":0.015299621,"teacher_disagreement_score":0.81000054,"about_ca_system_score_codex":0.00019324056,"about_ca_system_score_gemma":0.000033449913,"threshold_uncertainty_score":0.85375476},"labels":[],"label_agreement":null},{"id":"W2810001307","doi":"10.5430/jbei.v4n2p1","title":"A novel strain sensor using a microchannel embedded in PDMS","year":2018,"lang":"en","type":"article","venue":"Journal of Biomedical Engineering and Informatics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Microchannel; Polydimethylsiloxane; Strain gauge; Gauge factor; Finite element method; Materials science; Sensitivity (control systems); Microchannel plate detector; Inlet; Rotation (mathematics); Acoustics; Composite material; Optics; Mechanical engineering; Detector; Nanotechnology; Fabrication; Structural engineering; Electronic engineering; Physics; Engineering; Geometry; Mathematics","score_opus":0.010513316545426053,"score_gpt":0.22627556044113692,"score_spread":0.21576224389571086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810001307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7682637,0.00013974389,0.23115243,0.000022891358,0.00028536463,0.000031999734,0.000006832224,0.00006113335,0.000035920475],"genre_scores_gemma":[0.6994205,0.0002521273,0.29999247,0.00003974063,0.0002655301,8.0657736e-7,0.0000011387699,0.00002219954,0.0000054795246],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991312,7.198542e-7,0.0005045222,0.000027763474,0.00013514765,0.0002006211],"domain_scores_gemma":[0.9997044,0.000028683458,0.00007254018,0.00006292988,0.000039280258,0.0000921186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017345381,0.000108457105,0.00020877254,0.00032815686,0.000016350734,0.000017483675,0.00008863061,0.00011731863,0.0000031932232],"category_scores_gemma":[0.00010108917,0.000089379675,0.000031241492,0.00022830452,0.00007457157,0.00021041997,0.000025537078,0.00027614096,9.804705e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000945429,0.00003064648,0.000004203628,0.00027834185,0.000047593883,0.000016344107,0.0021542814,0.02247664,0.9585441,0.000064240354,0.00012961274,0.016244594],"study_design_scores_gemma":[0.001163461,0.00025433078,0.00014124965,0.00054372376,0.0000146637,0.00080637465,0.0018812784,0.96724534,0.019600406,0.000077880795,0.00801893,0.00025237273],"about_ca_topic_score_codex":9.591179e-7,"about_ca_topic_score_gemma":3.7035053e-7,"teacher_disagreement_score":0.94476867,"about_ca_system_score_codex":0.00004237267,"about_ca_system_score_gemma":0.00001605572,"threshold_uncertainty_score":0.36447975},"labels":[],"label_agreement":null},{"id":"W2883616518","doi":"10.1364/ol.43.003505","title":"Mapping of mechanical strain induced by thin and narrow dielectric stripes on InP surfaces","year":2018,"lang":"en","type":"article","venue":"Optics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cathodoluminescence; Materials science; Dielectric; Optics; Refractive index; Photoluminescence; Deformation (meteorology); Luminescence; Polarization (electrochemistry); Optoelectronics; Thin film; Composite material; Nanotechnology","score_opus":0.01255153460869096,"score_gpt":0.2169055134881653,"score_spread":0.20435397887947435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883616518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971218,0.00010073199,0.0016491133,0.0005212823,0.000096478616,0.000072912626,0.000010015947,0.00018207333,0.00024558022],"genre_scores_gemma":[0.9925109,0.00007195081,0.0072213346,0.00014110532,0.00002595866,0.000003065288,0.0000019803288,0.000016193937,0.0000075154944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946946,0.00000369691,0.00013082652,0.00012267893,0.00009021868,0.0001831247],"domain_scores_gemma":[0.99974966,0.000052499545,0.000029722958,0.00013005946,0.000012111801,0.000025932266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006555854,0.00010980226,0.00013589844,0.00008140501,0.00003450545,0.000012119052,0.00009853801,0.0000898789,0.000003357131],"category_scores_gemma":[0.00004281261,0.000103432365,0.000017010958,0.00015759665,0.000059201935,0.000057074103,0.000022543447,0.0001768386,0.0000016905482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029908247,0.000007655728,0.000003480305,0.00001672976,0.000014477389,0.0000013372374,0.000098679295,0.00044784625,0.994434,0.0004027725,0.0005257019,0.0040443554],"study_design_scores_gemma":[0.0002959057,0.00021982541,0.00017302076,0.000045577282,0.000005836034,0.0000017194528,0.00019925335,0.01071135,0.98712665,0.00039359176,0.0006110576,0.00021621292],"about_ca_topic_score_codex":0.0000035268495,"about_ca_topic_score_gemma":0.0000025264565,"teacher_disagreement_score":0.0102635035,"about_ca_system_score_codex":0.00001928775,"about_ca_system_score_gemma":0.0000026991722,"threshold_uncertainty_score":0.42178494},"labels":[],"label_agreement":null},{"id":"W2885934863","doi":"10.1109/ectc.2018.00370","title":"Size and Shape Effect in the Determination of the Fracture Strength of Silicon Nitride in MEMS Structures at High Temperatures","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Materials science; Microelectromechanical systems; Thermal expansion; Substrate (aquarium); Silicon nitride; Composite material; Silicon; Ultimate tensile strength; Fracture (geology); Flexural strength; Elastic modulus; Deformation (meteorology); Optoelectronics","score_opus":0.0032892060915571605,"score_gpt":0.2166213498779175,"score_spread":0.21333214378636034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885934863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992664,0.00027543886,0.000006105835,0.00006175038,0.000049262184,0.00017218398,0.000003681811,0.00003351523,0.00013165205],"genre_scores_gemma":[0.9996445,0.000071562914,0.00020324012,0.000038804665,0.000016321188,0.0000073614206,6.16748e-7,0.000006930378,0.000010649865],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995952,0.000011614401,0.00013431604,0.0000827425,0.000084360305,0.0000917342],"domain_scores_gemma":[0.99945056,0.00032147652,0.000033162898,0.00017587937,0.000013205845,0.000005688793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000841117,0.0000937446,0.00013654797,0.000048362315,0.000021332238,0.0000053668105,0.00014202645,0.00009497466,0.000018843737],"category_scores_gemma":[0.0001676188,0.00004541399,0.000019197916,0.00015407764,0.00010051053,0.000051346156,0.00003880782,0.000150235,1.09568425e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025911406,0.00000895224,0.005518042,0.00008149823,0.0000064479227,0.0000013855106,0.0005426368,0.00023556997,0.98165864,0.00035863766,0.00010428092,0.011458028],"study_design_scores_gemma":[0.00023210156,0.0000607452,0.170471,0.000027864819,0.0000035743058,0.0000016225736,0.000102371654,0.00027664515,0.82674533,0.0019490961,0.00007971946,0.000049926344],"about_ca_topic_score_codex":0.000067863504,"about_ca_topic_score_gemma":0.00070058124,"teacher_disagreement_score":0.16495296,"about_ca_system_score_codex":0.000016290149,"about_ca_system_score_gemma":0.000002619163,"threshold_uncertainty_score":0.18519288},"labels":[],"label_agreement":null},{"id":"W2886067508","doi":"10.1177/1687814018789781","title":"A tilt compensation system for translation micromirror","year":2018,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tilt (camera); Digital micromirror device; Translation (biology); Compensation (psychology); Optics; Rotation (mathematics); Physics; Computer science; Engineering; Computer vision; Chemistry; Mechanical engineering","score_opus":0.012529068196256916,"score_gpt":0.24681890717878646,"score_spread":0.23428983898252956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886067508","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08595526,0.0012406688,0.9095407,0.000026530146,0.0010507989,0.00041379718,0.00000920309,0.0014873621,0.00027568106],"genre_scores_gemma":[0.82162565,0.00014269997,0.17799075,0.000004425033,0.00009514214,0.00010024928,0.0000047597437,0.00003321123,0.0000031192246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928504,0.0000017512443,0.0002320176,0.00016424122,0.00006792166,0.00024900603],"domain_scores_gemma":[0.999702,0.00008499082,0.000019242114,0.00014050369,0.00002440208,0.000028906836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009890128,0.00013608635,0.00017861824,0.000103892846,0.000028373779,0.000009225693,0.000116610485,0.00010316924,0.0000027618682],"category_scores_gemma":[0.000038231316,0.00014293144,0.00003914357,0.00018712829,0.000020365169,0.0002712644,0.000011036113,0.00011531929,0.0000071772565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018358665,0.000007400827,8.9690263e-7,0.0002946652,0.00000780954,0.0000017161736,0.00004506154,0.032310367,0.9058601,0.020257404,0.000006096881,0.041190103],"study_design_scores_gemma":[0.00063583517,0.00008994944,0.000017238492,0.00020249544,0.0000073233246,0.0000066224347,0.00007970772,0.4164473,0.5545123,0.0011735462,0.026558174,0.00026949603],"about_ca_topic_score_codex":7.6092084e-7,"about_ca_topic_score_gemma":0.000016652823,"teacher_disagreement_score":0.7356704,"about_ca_system_score_codex":0.00009705512,"about_ca_system_score_gemma":0.0000028761501,"threshold_uncertainty_score":0.5828575},"labels":[],"label_agreement":null},{"id":"W2887378550","doi":"10.1109/mwsym.2018.8439360","title":"A Combline Tunable Filter with Loss Compensation Circuit","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Compensation (psychology); Bandwidth (computing); Insertion loss; Electronic circuit; Electronic engineering; Filter (signal processing); Active filter; Electronic filter; Materials science; Computer science; Electrical engineering; Optoelectronics; Engineering; Telecommunications; Voltage","score_opus":0.016191830584947886,"score_gpt":0.21188804453690854,"score_spread":0.19569621395196066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887378550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81428707,0.00004010693,0.13163733,0.00010507876,0.00011448481,0.00011664652,0.0000023101406,0.0017097287,0.051987246],"genre_scores_gemma":[0.991439,0.000014548998,0.0073824986,0.000053645254,0.000050080205,0.00000803545,0.0000033064948,0.000014811756,0.0010340806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996668,6.279518e-7,0.000064995984,0.00007871829,0.000053613894,0.00013522021],"domain_scores_gemma":[0.99977314,0.000009737314,0.0000083723235,0.00015705136,0.00003350895,0.000018193132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020382122,0.00007052844,0.0000747182,0.000039845003,0.000032771706,0.00001142454,0.00006469398,0.00003843054,0.00022874372],"category_scores_gemma":[0.0000043509003,0.00005224064,0.000008961271,0.000112216076,0.000065365384,0.00010291088,0.000013701612,0.000058622096,0.000107928616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008323441,0.00015817977,0.0035733713,0.00022404172,0.00022867369,0.000077317,0.0008091427,0.007380428,0.77563435,0.08671359,0.041496303,0.083621345],"study_design_scores_gemma":[0.0011788664,0.00041894816,0.004678798,0.000063648826,0.0000146291695,0.0000470531,0.00024775075,0.0094621405,0.8356399,0.0104444595,0.13725756,0.0005462686],"about_ca_topic_score_codex":0.000007890372,"about_ca_topic_score_gemma":0.000059623082,"teacher_disagreement_score":0.17715193,"about_ca_system_score_codex":0.00001672091,"about_ca_system_score_gemma":0.0000028335585,"threshold_uncertainty_score":0.25045833},"labels":[],"label_agreement":null},{"id":"W2890786475","doi":"10.1109/omn.2018.8454536","title":"An Electromagnetically Actuated 3-Axis Gimbal-Less Micro-Mirror for Beam Steering","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gimbal; Actuator; Optics; Tilt (camera); Beam steering; Microelectromechanical systems; Physics; Beam (structure); Power (physics); Optoelectronics; Engineering; Electrical engineering","score_opus":0.011311429836489596,"score_gpt":0.24738542496539911,"score_spread":0.23607399512890953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890786475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491904,0.00007596433,0.04609083,0.000046679506,0.00016609592,0.00025916556,0.0000078669345,0.0022540907,0.0019089362],"genre_scores_gemma":[0.87616,0.00003253108,0.123186365,0.000045144683,0.00006717234,0.00006071488,0.000008185822,0.00005421853,0.000385669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911696,0.0000012975394,0.00016655352,0.00021523319,0.00006565093,0.00043428564],"domain_scores_gemma":[0.99950516,0.000030848532,0.000014281696,0.0003137213,0.0000678903,0.000068089525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051254785,0.0001738345,0.00016806512,0.00007572082,0.00007348277,0.000031682222,0.00022815836,0.0001377918,0.00006798002],"category_scores_gemma":[0.000026476862,0.00015866318,0.00004185993,0.00014169149,0.00008000875,0.00014923424,0.000025141171,0.00010541537,0.00002610439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012463364,0.000016643204,0.0000064726833,0.000019239083,0.000015626143,9.26866e-7,0.00003411366,0.000026117623,0.9753084,0.00048092083,0.00032045148,0.023758618],"study_design_scores_gemma":[0.00029740337,0.00082857994,0.00044817568,0.000010368394,0.000009431102,0.000005336627,0.00009620158,0.0021548024,0.98309296,0.0010493755,0.011749277,0.00025809664],"about_ca_topic_score_codex":0.000010562177,"about_ca_topic_score_gemma":0.00009873746,"teacher_disagreement_score":0.07709553,"about_ca_system_score_codex":0.000040326322,"about_ca_system_score_gemma":0.0000083463365,"threshold_uncertainty_score":0.6470097},"labels":[],"label_agreement":null},{"id":"W2892294326","doi":"10.1109/omn.2018.8454551","title":"Effect of Perforation Ratio on the Actuation Voltage Reduction of a Tri-Electrode Electrostatic Actuator","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Electrode; Actuator; Materials science; Voltage; Voltage reduction; Reduction (mathematics); Microelectromechanical systems; Perforation; Optoelectronics; Electrical engineering; Composite material; Engineering; Physics","score_opus":0.005527628603184216,"score_gpt":0.2335211689819516,"score_spread":0.2279935403787674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892294326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659977,0.000019992442,0.0326937,0.000055400953,0.00007695023,0.00030075022,0.0000011852144,0.0001646417,0.0006896933],"genre_scores_gemma":[0.9994055,0.000048320144,0.00035819644,0.0000051270354,0.000046018755,0.000032845972,0.000004671807,0.0000126581745,0.000086665976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995271,0.000008223687,0.0001627797,0.000083546474,0.000106473075,0.00011186155],"domain_scores_gemma":[0.999574,0.00012359513,0.000059976275,0.00018289893,0.000050671766,0.000008826251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019548177,0.00009288044,0.00012598487,0.000079274134,0.000042993805,0.0000054761445,0.000066486224,0.00005663484,0.000040144903],"category_scores_gemma":[0.00016640149,0.000057912883,0.000032052994,0.00021040454,0.000060404745,0.0001110779,0.00000544121,0.000092326576,0.000007454158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061317114,0.0000072441917,0.000001928845,0.00002777592,0.00001415731,2.8627158e-8,0.00010272054,0.00019467442,0.9773248,0.0014521084,0.00031079468,0.020502485],"study_design_scores_gemma":[0.00017517159,0.0015730214,0.00005342528,0.00001549877,0.000013547632,9.819026e-7,0.00004960313,0.006183015,0.9911377,0.00063758733,0.00010694901,0.00005350886],"about_ca_topic_score_codex":0.00000397793,"about_ca_topic_score_gemma":0.000006789103,"teacher_disagreement_score":0.033407807,"about_ca_system_score_codex":0.000043588778,"about_ca_system_score_gemma":0.000010204928,"threshold_uncertainty_score":0.23616189},"labels":[],"label_agreement":null},{"id":"W2893722414","doi":"10.1109/tmtt.2018.2868941","title":"Nonuniformly Distributed Electronic Impedance Synthesizer","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Impedance matching; Electronic engineering; Electrical impedance; Smith chart; Figure of merit; Particle swarm optimization; Computer science; Matching (statistics); Output impedance; Engineering; Electrical engineering; Algorithm; Mathematics","score_opus":0.004648959474593767,"score_gpt":0.21786463083049734,"score_spread":0.21321567135590358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893722414","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28528243,0.00016099974,0.71139234,0.000019836423,0.000067298155,0.00014215516,0.00003326436,0.0017909609,0.0011107305],"genre_scores_gemma":[0.99515164,0.00123842,0.003268417,0.00004670658,0.00003339091,0.00006274262,0.000001575099,0.000035102195,0.0001620268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992928,0.000014010334,0.00014347176,0.00018403013,0.000050907664,0.00031477088],"domain_scores_gemma":[0.99956495,0.000096808624,0.000020992517,0.00024953278,0.000030774198,0.000036946054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018207793,0.00019011051,0.00015632778,0.00010785155,0.00016095435,0.000019093697,0.00012272003,0.00014702718,0.000042608783],"category_scores_gemma":[0.000005259239,0.00017297029,0.00005233522,0.00015580194,0.000263775,0.00013658243,0.0000014883756,0.00030637367,0.000017615757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060230275,0.000019793144,1.3499475e-7,0.000014814748,0.000029564302,0.0000016349787,0.000040398267,0.00001045073,0.8636941,0.0057136905,0.00007650868,0.1303387],"study_design_scores_gemma":[0.00007686416,0.00019165449,0.0000021465237,0.000044379725,0.000018966031,0.00002567074,0.000051891097,0.00002119842,0.95010036,0.043147966,0.006118914,0.00020001286],"about_ca_topic_score_codex":0.000001679207,"about_ca_topic_score_gemma":0.00001732984,"teacher_disagreement_score":0.7098692,"about_ca_system_score_codex":0.0000592014,"about_ca_system_score_gemma":0.000009398603,"threshold_uncertainty_score":0.70535237},"labels":[],"label_agreement":null},{"id":"W2895155795","doi":"10.1109/lsens.2018.2874062","title":"Topology: A Source of Nonlinearity in the MEMS Thermal Accelerometer","year":2018,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Linearity; Accelerometer; Acceleration; Rotation (mathematics); Physics; Concentric; Nonlinear system; Symmetry (geometry); Topology (electrical circuits); Thermal; Gravitational acceleration; Proof mass; Natural convection; Microelectromechanical systems; Gravitation; Mechanics; Optics; Computational physics; Convection; Geometry; Electrical engineering; Classical mechanics; Engineering; Optoelectronics; Mathematics; Thermodynamics","score_opus":0.01623945694499508,"score_gpt":0.23952475255543432,"score_spread":0.22328529561043925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895155795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972624,0.000020887846,0.00047362223,0.0014016781,0.00024920373,0.00009093032,0.0000026219905,0.00013285178,0.00036576987],"genre_scores_gemma":[0.99789447,0.000010438997,0.0012529776,0.00060895726,0.0001840607,0.0000057641064,5.904677e-7,0.000015730027,0.00002701304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994352,0.000009698489,0.00014467645,0.00010637976,0.000084256746,0.00021980926],"domain_scores_gemma":[0.999621,0.00006878801,0.000024618947,0.00026295122,0.000010965822,0.000011699326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009613543,0.00010287984,0.00013566879,0.00008549576,0.00002643756,0.000006527735,0.00022766193,0.00007734886,0.000016861624],"category_scores_gemma":[0.000014905663,0.000073564224,0.000041090585,0.00017450615,0.00025108008,0.00005498234,0.000016319005,0.00020819438,0.000013479067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006095934,0.000010341365,0.00015496017,0.00000925514,0.000012230838,0.0000075077155,0.0006909225,0.002374079,0.9928087,0.0000062867807,0.0013120307,0.0026076024],"study_design_scores_gemma":[0.00035570684,0.00007409456,0.006282581,0.000019855448,0.000009757186,0.000015540085,0.0004641739,0.0013087072,0.9764835,0.00009404856,0.014670628,0.00022139763],"about_ca_topic_score_codex":0.00004003525,"about_ca_topic_score_gemma":0.000030314912,"teacher_disagreement_score":0.016325178,"about_ca_system_score_codex":0.000015104365,"about_ca_system_score_gemma":0.0000018331449,"threshold_uncertainty_score":0.2999862},"labels":[],"label_agreement":null},{"id":"W2899816098","doi":"10.1109/jmems.2018.2877736","title":"In-Plane High-Sensitivity Capacitive Accelerometer in a 3-D CMOS-Compatible Surface Micromachining Process","year":2018,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; École de Technologie Supérieure","funders":"King Abdulaziz City for Science and Technology; École de technologie supérieure; McGill University","keywords":"Accelerometer; Surface micromachining; Sensitivity (control systems); Microelectromechanical systems; Materials science; Capacitive sensing; Bulk micromachining; Proof mass; Optoelectronics; Photolithography; Electronic engineering; Computer science; Electrical engineering; Engineering; Fabrication","score_opus":0.0093119067362781,"score_gpt":0.24143070191718025,"score_spread":0.23211879518090214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899816098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99511003,0.0006020609,0.003227875,0.00006450334,0.00063673325,0.00020498934,0.000008224832,0.00007965339,0.00006590083],"genre_scores_gemma":[0.9983043,0.000110232264,0.0013010255,0.000022633052,0.00020058091,0.000004558359,0.0000011087817,0.000039103936,0.000016454389],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819267,0.0000570424,0.00077053206,0.0002065357,0.0002209271,0.0005522654],"domain_scores_gemma":[0.99923223,0.00015416203,0.00023508543,0.00016243398,0.00013613321,0.000079946476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069970504,0.0002454804,0.0007229532,0.00034691376,0.000038107788,0.000043471475,0.00024104188,0.0002138439,0.000013005337],"category_scores_gemma":[0.00008564412,0.00021640772,0.00007287291,0.00061021186,0.00005422712,0.0003722266,0.00003208095,0.0008433646,0.000013750965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006419805,0.0000567524,0.00009456405,0.00008552207,0.00003994421,0.00018949859,0.00022781783,0.000822348,0.9978382,0.000097131364,0.00014274749,0.00034130455],"study_design_scores_gemma":[0.0011416754,0.0007604544,0.00054769294,0.00049819663,0.000015583077,0.0010080709,0.00033180477,0.001754089,0.9923158,0.0010367035,0.00026546262,0.00032445046],"about_ca_topic_score_codex":0.00015152287,"about_ca_topic_score_gemma":0.00026046045,"teacher_disagreement_score":0.005522355,"about_ca_system_score_codex":0.00032682758,"about_ca_system_score_gemma":0.000037956954,"threshold_uncertainty_score":0.88248503},"labels":[],"label_agreement":null},{"id":"W2901143275","doi":"10.25071/10315/35238","title":"Modeling Of Structural And Environmental Effects On Microelectromechanical (Mems) Vibratory Gyroscopes","year":2018,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Microelectromechanical systems; Gyroscope; Vibrating structure gyroscope; Computer science; Engineering; Electronic engineering; Materials science; Aerospace engineering; Nanotechnology","score_opus":0.0036874659256154445,"score_gpt":0.1968470238918456,"score_spread":0.19315955796623016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901143275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949035,0.0017877005,0.0026392078,0.000026574406,0.0002446634,0.00018597822,0.000013084131,0.00018281513,0.0000164576],"genre_scores_gemma":[0.99476606,0.000069276975,0.0049982644,0.00002238047,0.00006630947,0.000029231454,0.0000030872482,0.00004463572,7.396408e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989507,0.0000034533864,0.00020512831,0.00022269851,0.00010089596,0.0005171135],"domain_scores_gemma":[0.99956846,0.000034641816,0.000012494333,0.00017200854,0.000005685872,0.00020670159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077552606,0.00019686273,0.0002320077,0.00023926828,0.00003384009,0.00001307969,0.00015198751,0.00016999316,0.000007897386],"category_scores_gemma":[0.000034205565,0.00020608336,0.000028404422,0.00013462688,0.000045262095,0.000083225495,0.00003873592,0.00029435256,0.000001991084],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023353452,0.00001671782,0.0002693439,0.0003537624,0.000067145585,0.000074950374,0.00012260358,0.02142406,0.87974715,0.0093504945,0.000009622463,0.088540785],"study_design_scores_gemma":[0.00021845428,0.00017695794,0.00009699936,0.00011706612,0.000004939539,0.000008382249,0.000013073553,0.6441964,0.35437363,0.00046447548,0.00011656923,0.00021303771],"about_ca_topic_score_codex":0.00037295546,"about_ca_topic_score_gemma":0.0029702384,"teacher_disagreement_score":0.62277234,"about_ca_system_score_codex":0.0002043986,"about_ca_system_score_gemma":0.000019593002,"threshold_uncertainty_score":0.8403836},"labels":[],"label_agreement":null},{"id":"W2903288016","doi":"10.1088/1361-6439/aaf46d","title":"Reconfigurable MEMS latching-type capacitors for high power applications","year":2018,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Microelectromechanical systems; Materials science; Electrical engineering; Power (physics); Nanotechnology; Electronic engineering; Engineering; Physics; Voltage","score_opus":0.006024179256731669,"score_gpt":0.20308444780786453,"score_spread":0.19706026855113284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903288016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7999461,0.0027130768,0.19552755,0.00006144879,0.0013283079,0.00019061072,0.000016429536,0.00014440344,0.00007203424],"genre_scores_gemma":[0.9686998,0.0013609995,0.029534014,0.000018970413,0.00026373978,0.000009052687,0.0000016262651,0.00004945317,0.000062329316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993408,9.451164e-7,0.0002836769,0.0000980681,0.00005160138,0.00022493464],"domain_scores_gemma":[0.9995503,0.000032129607,0.00007888207,0.00012288464,0.0001542377,0.00006161268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000131444,0.00014334849,0.00022199437,0.0001602344,0.0000712523,0.00002949693,0.00014097863,0.00009763262,0.000009663055],"category_scores_gemma":[0.000020647025,0.00013509952,0.00005188909,0.00013663573,0.00002174271,0.00012653906,0.000014936319,0.0001887988,0.000002532272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007321531,0.000006460872,5.8794564e-7,0.00004216814,0.000045384928,0.0000013099625,0.00006225217,0.00022941071,0.99088013,0.0010115136,0.0007263197,0.0069871414],"study_design_scores_gemma":[0.0003593992,0.00025787746,0.0000095051955,0.00007990184,0.000025153102,0.00014741463,0.00014568337,0.00045443675,0.88962287,0.003742125,0.10495713,0.00019847734],"about_ca_topic_score_codex":0.0000014098814,"about_ca_topic_score_gemma":0.0000017390104,"teacher_disagreement_score":0.16875368,"about_ca_system_score_codex":0.000045340195,"about_ca_system_score_gemma":0.000010693445,"threshold_uncertainty_score":0.55091983},"labels":[],"label_agreement":null},{"id":"W2904085559","doi":"10.1109/antem.2018.8572954","title":"Modeling of Frequency Shift in RF-MEMS Switches Under Residual Stress Gradient","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Residual stress; Microelectromechanical systems; Finite element method; Radio frequency; Materials science; Curvature; Stress (linguistics); Residual; Mechanics; Acoustics; Electronic engineering; Structural engineering; Electrical engineering; Optoelectronics; Engineering; Computer science; Physics; Composite material; Mathematics; Geometry","score_opus":0.02128980497915328,"score_gpt":0.24214897754570947,"score_spread":0.22085917256655618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904085559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689934,0.00029995496,0.026095584,0.00004857081,0.00011242155,0.00006587001,0.0000036331621,0.0003430468,0.0040374966],"genre_scores_gemma":[0.99661636,0.00010973002,0.0031787662,0.00000764134,0.000037841863,0.0000073778197,0.0000013574457,0.000017027176,0.00002390977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993851,6.0552287e-7,0.00020085127,0.00012493039,0.00008182495,0.00020668072],"domain_scores_gemma":[0.9997252,0.000014060423,0.000012811485,0.00020653116,0.000019921,0.000021441328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004950559,0.00010192588,0.00013703752,0.00011537487,0.000017963835,0.00000530958,0.00012999862,0.00008767839,0.000026359025],"category_scores_gemma":[0.000015002785,0.000088652465,0.00002052154,0.00014513398,0.00005749797,0.00010576363,0.000035478603,0.00011416455,0.000006039895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011140814,0.00007276845,0.0016014699,0.00012764518,0.000043565375,0.000006845347,0.0009519289,0.41953728,0.5543586,0.019254614,0.000102001,0.0039321776],"study_design_scores_gemma":[0.00042754554,0.000120140474,0.0025419078,0.0001646222,0.0000074729837,0.0000015327963,0.0018830898,0.03343412,0.83189124,0.12912244,0.00004082277,0.00036504984],"about_ca_topic_score_codex":0.00024604058,"about_ca_topic_score_gemma":0.0023202805,"teacher_disagreement_score":0.38610315,"about_ca_system_score_codex":0.000035076944,"about_ca_system_score_gemma":0.000007201307,"threshold_uncertainty_score":0.36151427},"labels":[],"label_agreement":null},{"id":"W2908516612","doi":"10.1109/icsens.2018.8589509","title":"Measurement of In-Package Pressure Using Bondwires","year":2018,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microsystem; Process (computing); Computer science; Pressure sensor; Electronic packaging; Pressure measurement; Electronic engineering; Measure (data warehouse); Embedded system; Mechanical engineering; Engineering; Materials science; Nanotechnology; Database","score_opus":0.02698661695856523,"score_gpt":0.2483966126120522,"score_spread":0.22140999565348699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908516612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813816,0.0009844351,0.009482385,0.000010296832,0.0001188501,0.00007824139,0.000001087623,0.00029308652,0.0076500075],"genre_scores_gemma":[0.992294,0.000026527452,0.0076092076,0.0000033442966,0.000018849849,0.0000018363329,5.4168066e-8,0.000008514336,0.000037634327],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996522,9.2464404e-7,0.00009642687,0.000057652323,0.00008773324,0.000105078114],"domain_scores_gemma":[0.99981314,0.0000029340783,0.0000102894965,0.00013296802,0.000031114694,0.0000095349105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005243287,0.000053525793,0.00008412427,0.000055141885,0.000009061622,0.000002273757,0.00006275046,0.00004012575,0.000024936013],"category_scores_gemma":[0.00001924305,0.000045929413,0.000013062791,0.000091073656,0.000037861417,0.000055695295,0.000020784533,0.000043670614,0.0000027770207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017883381,0.0000067847777,0.00025922566,0.000035523775,0.000009996009,7.1088283e-7,0.000035753714,0.00089364644,0.99529475,0.00037621934,0.00018953279,0.0028960404],"study_design_scores_gemma":[0.00009966972,0.000020708498,0.001615908,0.00004706391,0.000003923639,6.4701374e-7,0.000055482964,0.0021867433,0.9916778,0.00051957776,0.0037071079,0.00006537527],"about_ca_topic_score_codex":0.000027906728,"about_ca_topic_score_gemma":0.00010937094,"teacher_disagreement_score":0.010912421,"about_ca_system_score_codex":0.000017646402,"about_ca_system_score_gemma":0.000004163657,"threshold_uncertainty_score":0.1872947},"labels":[],"label_agreement":null},{"id":"W2908527898","doi":"10.1063/1.5053597","title":"Dimpled electrostatic MEMS actuators","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"King Fahd University of Petroleum and Minerals; King Abdulaziz City for Science and Technology; Jazan University; CMC Microsystems","keywords":"Actuator; Stiction; Dimple; Intermittency; Bifurcation diagram; Chaotic; Materials science; Cascade; Mechanics; Bifurcation; Control theory (sociology); Instability; Amplitude; Microelectromechanical systems; Physics; Optoelectronics; Computer science; Optics; Engineering; Nonlinear system; Electrical engineering","score_opus":0.00505425039021581,"score_gpt":0.20720908407362093,"score_spread":0.20215483368340512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908527898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541147,0.00005671101,0.008724451,0.000006993097,0.00020868967,0.00008058237,0.0000010305794,0.00009763394,0.005412453],"genre_scores_gemma":[0.99641114,0.00015183762,0.0032502492,0.000024041907,0.00011101585,0.0000019537504,6.2490506e-7,0.000025366126,0.000023736187],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994613,5.7045304e-7,0.00019044612,0.00005070862,0.00013156376,0.00016539538],"domain_scores_gemma":[0.99968374,0.00003750498,0.000094678966,0.00012469006,0.000026261885,0.00003315114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044101755,0.00010141212,0.00021239836,0.00003865455,0.0000147205365,0.000011123692,0.00013045443,0.000043494016,0.000014288004],"category_scores_gemma":[0.0000033308222,0.0000837091,0.00006053186,0.00013642332,0.00001389967,0.00009999974,0.000013425342,0.00026605965,0.0000350457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026222546,0.000022140986,0.000019682546,0.00004082106,0.000083218365,0.0000033266751,0.00017054501,0.035639092,0.9138479,0.00544164,0.001067881,0.043637503],"study_design_scores_gemma":[0.00083505956,0.00014762483,0.00016621489,0.000030337013,0.00003240941,0.000012364228,0.00028355062,0.0018932298,0.88934577,0.089811124,0.017176028,0.00026630968],"about_ca_topic_score_codex":1.726324e-7,"about_ca_topic_score_gemma":1.702269e-7,"teacher_disagreement_score":0.08436948,"about_ca_system_score_codex":0.000046028985,"about_ca_system_score_gemma":0.000013981712,"threshold_uncertainty_score":0.3413558},"labels":[],"label_agreement":null},{"id":"W2909539303","doi":"10.1109/tmech.2019.2891069","title":"A New Temperature Transducer for Local Temperature Compensation for Piezoresistive 3-D Stress Sensors","year":2019,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Transducer; Materials science; Stress (linguistics); Test fixture; Compensation (psychology); Atmospheric temperature range; Acoustics; Bending; Temperature measurement; Optoelectronics; Composite material; Mechanical engineering; Engineering; Physics","score_opus":0.00674364275198415,"score_gpt":0.2202444748021326,"score_spread":0.21350083205014847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909539303","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19136193,0.00027618074,0.8033001,0.00033281624,0.0013628895,0.0017019496,0.0007680561,0.0008598975,0.00003619968],"genre_scores_gemma":[0.968721,0.00023604977,0.029175572,0.000055146873,0.00011954088,0.00028243213,0.00007874321,0.00012194712,0.0012095878],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986445,0.000007385107,0.00028042332,0.00040991523,0.0001787008,0.00047910077],"domain_scores_gemma":[0.99922246,0.0001481037,0.000036546586,0.00037954614,0.0001128535,0.00010047905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007461207,0.000367637,0.0003667339,0.00017459647,0.00018193266,0.000048368085,0.00019335345,0.00048769815,0.000057315334],"category_scores_gemma":[0.00000558071,0.00035383538,0.000261312,0.00022670647,0.000033581648,0.00021912028,0.0000011422692,0.00055511156,0.000023437626],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002335807,0.000053011343,4.0683105e-7,0.00023887143,0.00014578077,7.681491e-7,0.00022159796,0.76107955,0.21640018,0.0017789629,0.00070791156,0.01913936],"study_design_scores_gemma":[0.0030135983,0.0006134746,0.000014910218,0.00018581132,0.00014236507,0.000006817885,0.0012069121,0.042464405,0.93646383,0.0018498277,0.013297824,0.0007401925],"about_ca_topic_score_codex":0.000008420403,"about_ca_topic_score_gemma":0.0001437695,"teacher_disagreement_score":0.77735907,"about_ca_system_score_codex":0.00021962906,"about_ca_system_score_gemma":0.00007447915,"threshold_uncertainty_score":0.99989134},"labels":[],"label_agreement":null},{"id":"W2910534775","doi":"10.1117/1.jmm.18.1.015001","title":"Low-power three-degree-of-freedom Lorentz force microelectromechanical system mirror for optical applications","year":2019,"lang":"en","type":"article","venue":"Journal of Micro/Nanolithography MEMS and MOEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tilt (camera); Lorentz force; Physics; Optics; Microelectromechanical systems; Power (physics); Transient (computer programming); Magnetic field; Lorentz transformation; Optical axis; Lens (geology); Classical mechanics; Optoelectronics; Mathematics; Geometry; Computer science","score_opus":0.00892396638579338,"score_gpt":0.2189023455142236,"score_spread":0.20997837912843023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910534775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244543,0.005000021,0.068841316,0.00004919802,0.00051415106,0.0007125077,0.000041737232,0.00013260313,0.00025417432],"genre_scores_gemma":[0.9482286,0.0006995465,0.05081394,0.000009415359,0.00008457673,0.000057415662,0.000003516411,0.000060777646,0.00004220427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848044,0.0000037809893,0.0006970483,0.00022065829,0.00017961202,0.00041843188],"domain_scores_gemma":[0.99895483,0.00010617835,0.00026607153,0.00033335184,0.0002063279,0.00013326731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024866368,0.00026235293,0.0006109738,0.00036388534,0.00005887701,0.000029847992,0.00033766043,0.0002469759,0.0000054261263],"category_scores_gemma":[0.000013526357,0.00021371653,0.0003903177,0.00030599802,0.00012144325,0.00015662586,0.000048838505,0.0003226512,0.0000029202326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008626774,0.0000835649,0.00014237534,0.0003908333,0.00018333447,0.0000036135946,0.000031380423,0.000044678305,0.9893985,0.0049422826,0.00015942744,0.0045337793],"study_design_scores_gemma":[0.0034680015,0.0022758546,0.0018715343,0.0007564314,0.00024430585,0.0006713932,0.0007229508,0.00046784253,0.9615673,0.0032347157,0.02397021,0.00074945984],"about_ca_topic_score_codex":0.0000031913373,"about_ca_topic_score_gemma":0.00000783158,"teacher_disagreement_score":0.027831163,"about_ca_system_score_codex":0.000040577543,"about_ca_system_score_gemma":0.000025559324,"threshold_uncertainty_score":0.87151074},"labels":[],"label_agreement":null},{"id":"W2912838827","doi":"10.1109/tcsi.2019.2893861","title":"Dual-Path and Dual-Chopper Amplifier Signal Conditioning Circuit With Improved SNR and Ultra-Low Power Consumption for MEMS","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Regular Papers","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dual (grammatical number); Power consumption; Chopper; Electrical engineering; Power (physics); Amplifier; Signal conditioning; SIGNAL (programming language); Path (computing); Electronic engineering; Computer science; Engineering; Physics; Voltage; CMOS","score_opus":0.010265299201850965,"score_gpt":0.2007006734356809,"score_spread":0.19043537423382995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912838827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91133314,0.0009373754,0.08522686,0.000029753804,0.00045818,0.0011266253,0.00013137172,0.0003534688,0.0004032243],"genre_scores_gemma":[0.9988341,0.00038159118,0.00007013978,0.000028252618,0.000026965763,0.00018617667,0.000007744009,0.00005943524,0.00040562477],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988389,0.00001131442,0.00025971775,0.00041734806,0.00014793599,0.00032480594],"domain_scores_gemma":[0.9994024,0.00012486146,0.000061702034,0.00022675011,0.000049745704,0.00013452032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013683652,0.0002895966,0.0003616702,0.00014238685,0.0002342923,0.000113606045,0.0000381252,0.00022042205,0.00002392744],"category_scores_gemma":[0.0000036697159,0.00025085206,0.000051041312,0.00008653176,0.00015191655,0.00023671311,8.6538057e-7,0.00021829744,0.000003162976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020755291,0.000023484361,0.00007489674,0.0004789531,0.00018750447,0.0000056572394,0.0003754864,0.004127807,0.9871377,0.00045624305,0.00002851289,0.0070830043],"study_design_scores_gemma":[0.03378792,0.007654651,0.0094448505,0.0066625895,0.0014343533,0.0047852243,0.023023967,0.03204654,0.8485288,0.0013433017,0.02298909,0.008298697],"about_ca_topic_score_codex":0.0000113521355,"about_ca_topic_score_gemma":0.0000129915825,"teacher_disagreement_score":0.13860889,"about_ca_system_score_codex":0.00004892215,"about_ca_system_score_gemma":0.00001602283,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W2913320532","doi":"10.1007/s00542-018-04289-9","title":"Fluid load augmented micro balance","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University of Edmonton","keywords":"Cantilever; Deflection (physics); Beam (structure); Mechanics; Materials science; Polydimethylsiloxane; Dimensionless quantity; Wind tunnel; Composite material; Optics; Physics","score_opus":0.0040117527203666035,"score_gpt":0.1861535675468506,"score_spread":0.182141814826484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913320532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96804976,0.008453289,0.0007231294,0.00016119485,0.0006930717,0.00049282296,0.000030189927,0.018174453,0.0032220942],"genre_scores_gemma":[0.99282265,0.001001383,0.0048010647,0.000014687448,0.000014058994,0.0000782718,0.000005238477,0.000056556444,0.0012061121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986024,0.0000027972203,0.00032276244,0.0003696723,0.00017558753,0.00052676274],"domain_scores_gemma":[0.9989188,0.00003366295,0.000057231606,0.0009061164,0.00006478335,0.000019454787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010872705,0.00030851638,0.00038624473,0.00016989412,0.000060406946,0.00004710164,0.00066578545,0.00044225092,0.000023908528],"category_scores_gemma":[0.00005063713,0.00027853766,0.000082590974,0.0004039998,0.0001059345,0.00017242851,0.00021671923,0.00035947363,0.0007951379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004590061,0.000009202345,0.0006435931,0.00023351541,0.000030434594,0.000009280458,0.000022798024,0.00015355762,0.99069846,0.0004713622,0.0028929322,0.004830264],"study_design_scores_gemma":[0.00035345127,0.000044849552,0.00013535828,0.00018864221,0.0000056001213,0.000035383895,0.0010477125,0.00019277338,0.911323,0.00062069815,0.08569915,0.00035336663],"about_ca_topic_score_codex":0.0000074061345,"about_ca_topic_score_gemma":0.000012648975,"teacher_disagreement_score":0.082806215,"about_ca_system_score_codex":0.00028382408,"about_ca_system_score_gemma":0.000018607117,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W2913489837","doi":"10.1002/9783527622573.ch10","title":"RF Applications","year":2008,"lang":"en","type":"other","venue":"Advanced micro & nanosystems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"LIGA; Microelectromechanical systems; Radio frequency; Sample (material); Engineering; Materials science; Computer science; Nanotechnology; Physics; Electrical engineering; Medicine; Fabrication","score_opus":0.005060133344373462,"score_gpt":0.20435834485219911,"score_spread":0.19929821150782565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913489837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023767079,0.10004771,0.021466594,0.000018837916,0.0020749802,0.0023929772,0.00039444215,0.01405753,0.85930926],"genre_scores_gemma":[0.002022296,0.043560293,0.017484156,0.00003590358,0.00081503764,0.0017525435,0.00017113332,0.0022505738,0.9319081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873,0.0000024272408,0.00031236105,0.0004022671,0.00012614256,0.0004267956],"domain_scores_gemma":[0.9989401,0.00002349366,0.00012932217,0.0008152908,0.00002344996,0.000068336245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000019297882,0.00045073623,0.0005298667,0.00028422553,0.000064309505,0.0000126168325,0.00038608644,0.0005154141,0.000081285114],"category_scores_gemma":[0.000006728332,0.0004568968,0.00011297619,0.00029908257,0.000079910926,0.000059765927,0.00004983195,0.0003164232,0.0006357426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017144373,0.000019029494,0.0000022984136,0.00047795064,0.000090168265,0.000020600457,0.000016365351,0.00026943843,0.4666648,0.00015838227,0.505825,0.026454302],"study_design_scores_gemma":[0.00023268044,0.000012211772,0.0000010478451,0.00029478894,0.000012482787,0.000043021697,0.00003154382,0.0000031067577,0.05272424,0.00006462901,0.94610375,0.00047650345],"about_ca_topic_score_codex":0.00002237812,"about_ca_topic_score_gemma":0.000070537535,"teacher_disagreement_score":0.44027877,"about_ca_system_score_codex":0.000107762346,"about_ca_system_score_gemma":0.000018604516,"threshold_uncertainty_score":0.9997883},"labels":[],"label_agreement":null},{"id":"W2918372358","doi":"10.3390/act8010021","title":"An Electro-Thermal Actuation Method for Resonance Vibration of a Miniaturized Optical-Fiber Scanner for Future Scanning Fiber Endoscope Design","year":2019,"lang":"en","type":"article","venue":"Actuators","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Cantilever; Miniaturization; Scanner; Endoscope; Optical fiber; Materials science; Fiber; Deflection (physics); Actuator; Biomedical engineering; Acoustics; Optics; Surgery; Engineering; Nanotechnology; Electrical engineering; Medicine","score_opus":0.009648279350702334,"score_gpt":0.2662886606901375,"score_spread":0.2566403813394352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918372358","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45254537,0.00024955373,0.54523146,0.000086487744,0.00020012206,0.00121703,0.000020726835,0.00031206798,0.00013717872],"genre_scores_gemma":[0.23024896,0.000023281025,0.76900613,0.000028227196,0.00013839506,0.0002644881,0.000031284544,0.00006317789,0.00019605717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905926,0.000010613719,0.0002464763,0.00024993153,0.000114603354,0.0003191237],"domain_scores_gemma":[0.9992065,0.0002950102,0.00008549501,0.00028636496,0.00008335685,0.00004331289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024048748,0.00019260468,0.00027553228,0.00010265547,0.000052652267,0.000019978237,0.00015687053,0.00021455801,0.00006224734],"category_scores_gemma":[0.000089645306,0.00017365106,0.00008383903,0.00016120898,0.000019971158,0.00038790618,0.000011224889,0.00011979403,0.000007503312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018757604,0.000016367889,0.000001995851,0.000060718754,0.000032060798,1.4544445e-7,0.0001764802,0.0039192615,0.79048926,0.0003282572,0.0007536596,0.20403424],"study_design_scores_gemma":[0.0009566337,0.00042510103,0.00014548407,0.00003767966,0.00003384061,0.000001109035,0.00011676207,0.02513576,0.9529525,0.00074800424,0.019213041,0.00023407608],"about_ca_topic_score_codex":0.0000016053061,"about_ca_topic_score_gemma":0.0000011174258,"teacher_disagreement_score":0.22377467,"about_ca_system_score_codex":0.00005763033,"about_ca_system_score_gemma":0.000033929693,"threshold_uncertainty_score":0.70812845},"labels":[],"label_agreement":null},{"id":"W2920449491","doi":"10.1109/tcsii.2019.2901851","title":"A Normalized Figure of Merit for Capacitive Accelerometer Interface Circuits","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capacitive sensing; Figure of merit; Linearity; Capacitance; Electronic circuit; Accelerometer; Electrical engineering; Electronic engineering; Bandwidth (computing); Interface (matter); Parasitic capacitance; Sensitivity (control systems); Computer science; Engineering; Materials science; Optoelectronics; Physics; Telecommunications","score_opus":0.018649356656757873,"score_gpt":0.2377707434950963,"score_spread":0.21912138683833843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920449491","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41401005,0.0005501118,0.57911444,0.000014187422,0.0021233347,0.0014613458,0.00051141484,0.00074757094,0.0014675253],"genre_scores_gemma":[0.9972566,0.0001138173,0.00022971795,0.000014873064,0.000052912612,0.0006327241,0.0000059066306,0.00010484394,0.0015886055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981872,0.000019611703,0.0005927353,0.00043009265,0.00027372365,0.0004966685],"domain_scores_gemma":[0.9987692,0.00019822166,0.0001394251,0.0006433244,0.00015964918,0.00009017679],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012461745,0.0003846099,0.0006950946,0.00029914104,0.00013422203,0.000037491875,0.00038957802,0.0003157806,0.00007635606],"category_scores_gemma":[0.000010422774,0.00039187307,0.00024308561,0.00030822266,0.00008469555,0.00042312196,0.0000034476234,0.00037200065,0.000038686514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023209426,0.00008795945,0.000003301269,0.00076202065,0.00024919742,0.0000019105726,0.001225147,0.064958185,0.9222771,0.00011475745,0.00038982055,0.0099074],"study_design_scores_gemma":[0.0016334463,0.00038943737,0.000023274342,0.0007377636,0.00006769904,0.000026013284,0.00090627547,0.0015898868,0.97463876,0.00006090015,0.01936067,0.0005658773],"about_ca_topic_score_codex":0.000065832544,"about_ca_topic_score_gemma":0.0000086234595,"teacher_disagreement_score":0.5832465,"about_ca_system_score_codex":0.00012244638,"about_ca_system_score_gemma":0.000027152702,"threshold_uncertainty_score":0.9998533},"labels":[],"label_agreement":null},{"id":"W2925653416","doi":"10.31438/trf.hh2010.109","title":"CMOS-MEMS 8-BIT MEMDAC NANOPOSITIONER WITH INTEGRATED POSITION SENSING AND DIGITAL CONTROL","year":2010,"lang":"en","type":"article","venue":"2010 Solid-State, Actuators, and Microsystems Workshop Technical Digest","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Defense Advanced Research Projects Agency; Texas Emerging Technology Fund","keywords":"Piezoresistive effect; Position sensor; CMOS; Microelectromechanical systems; Actuator; Position (finance); Cantilever; Displacement (psychology); Electronic engineering; Materials science; Angular displacement; Electrical engineering; Engineering; Optoelectronics; Acoustics; Physics","score_opus":0.002978453378838243,"score_gpt":0.19656450027970082,"score_spread":0.1935860469008626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925653416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95805436,0.0004051631,0.03756789,0.00017260067,0.000686401,0.0007165712,0.00022544483,0.0018424185,0.0003291374],"genre_scores_gemma":[0.99765515,0.00023258069,0.0014215101,0.000053230695,0.00009964561,0.000037907932,0.00008042769,0.000112463895,0.0003070551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981192,0.000009330936,0.0005030583,0.00054606516,0.00019405666,0.0006283412],"domain_scores_gemma":[0.9988516,0.00018671458,0.00012240757,0.0004606056,0.00012788386,0.00025081652],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015844541,0.0005294616,0.0006004184,0.00019315377,0.00029274044,0.00043161225,0.00017671943,0.0005075493,0.0000046664777],"category_scores_gemma":[0.00007325474,0.0004179898,0.000071098984,0.000298934,0.0005118464,0.00060951425,0.00009779692,0.001039384,0.000011390034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006707286,0.000043225024,0.00017532424,0.00007533749,0.00007043069,0.000053141113,0.000118374664,0.000047381647,0.976246,0.00007973043,0.00083955,0.022184454],"study_design_scores_gemma":[0.008561678,0.0009923255,0.0044467854,0.0026690979,0.00035649852,0.007214773,0.0015158597,0.0029523617,0.8923547,0.0042095077,0.0691778,0.0055485996],"about_ca_topic_score_codex":0.000045179026,"about_ca_topic_score_gemma":0.00038960628,"teacher_disagreement_score":0.083891265,"about_ca_system_score_codex":0.000073119765,"about_ca_system_score_gemma":0.000032212687,"threshold_uncertainty_score":0.9998272},"labels":[],"label_agreement":null},{"id":"W2930239099","doi":"10.1007/978-3-319-91017-8_106","title":"Pressure Sensors for Hostile Environments","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Fusion (Canada); Université de Sherbrooke","funders":"","keywords":"Strain gauge; Bar (unit); Piezoelectricity; Transducer; Pressure sensor; Acoustics; Materials science; Pulse (music); Stress (linguistics); Mechanical engineering; Electrical engineering; Engineering; Physics; Composite material","score_opus":0.009163193012496589,"score_gpt":0.19040764652542436,"score_spread":0.18124445351292776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930239099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011982929,0.002061,0.0048883404,0.00002100926,0.0005185327,0.0007824628,0.00019929172,0.0010019414,0.9904076],"genre_scores_gemma":[0.00081431883,0.0010956273,0.0035219458,0.000012867552,0.000061204046,0.000018302118,0.000028949824,0.000104807616,0.99434197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994683,1.4810112e-7,0.00011634204,0.00018119809,0.00007350199,0.00016048005],"domain_scores_gemma":[0.9996054,0.000030596755,0.000026050668,0.000312344,0.0000040797813,0.000021524322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000124763765,0.00022401553,0.00022343801,0.000049532133,0.000015996455,0.00000595629,0.000113558905,0.00038052356,0.0003238841],"category_scores_gemma":[0.0000042318916,0.00020533489,0.000081473874,0.0000035603994,0.000025848572,0.00003769081,0.000038077567,0.0001743823,0.0002647029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048127557,0.000029307163,0.0000047946723,0.0020670576,0.0017949681,0.000026923328,0.000089422974,0.058949757,0.08348214,0.45681068,0.28571868,0.11097812],"study_design_scores_gemma":[0.00011380606,0.0000272741,0.0000024624921,0.000036321748,0.000034721084,0.0000010737341,0.0000035603207,0.00032931432,0.007630346,0.004924705,0.9866412,0.0002551949],"about_ca_topic_score_codex":3.4563038e-7,"about_ca_topic_score_gemma":9.76349e-7,"teacher_disagreement_score":0.70092255,"about_ca_system_score_codex":0.000021438243,"about_ca_system_score_gemma":0.0000031886111,"threshold_uncertainty_score":0.83733135},"labels":[],"label_agreement":null},{"id":"W2933866468","doi":"10.18280/mmep.060115","title":"Research on the first passage of double-layer micro-plate in the piezoelectric model","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Piezoelectricity; Layer (electronics); Double layer (biology); Materials science; Acoustics; Composite material; Physics","score_opus":0.06604062030670912,"score_gpt":0.2633780927417951,"score_spread":0.19733747243508595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933866468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7704189,0.00043549962,0.22614704,0.00033228353,0.00002957795,0.0005106545,0.0000022714337,0.0001848053,0.0019390032],"genre_scores_gemma":[0.99472165,0.00027519072,0.0047937557,0.000009426211,0.000009392563,0.00009045248,4.332916e-7,0.00003275727,0.00006693777],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990058,0.000004973931,0.00024687863,0.00015849432,0.0002219777,0.0003618675],"domain_scores_gemma":[0.9991641,0.0004340746,0.000016665892,0.00034004054,0.000022936068,0.000022187418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072203815,0.00015394833,0.00020499717,0.00016056628,0.000049558465,0.000028577693,0.00027121016,0.00010939631,0.0000037265208],"category_scores_gemma":[0.000013090863,0.00008946114,0.000035969584,0.0003716095,0.00003824678,0.000056128836,0.000038155402,0.0006258796,0.00001647311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049066,0.000021511765,0.0000015011906,0.00037911994,0.000008696737,7.3681673e-7,0.00058370095,0.9491671,0.0034244615,0.046224527,0.000035664525,0.0001480857],"study_design_scores_gemma":[0.00018903779,0.000039455786,0.0000020538573,0.0002802284,0.0000034995194,0.0000035224132,0.000098334356,0.96392864,0.003714657,0.03143092,0.0001994445,0.000110216955],"about_ca_topic_score_codex":0.000004082944,"about_ca_topic_score_gemma":9.254719e-7,"teacher_disagreement_score":0.2243028,"about_ca_system_score_codex":0.000025004114,"about_ca_system_score_gemma":0.0000042513243,"threshold_uncertainty_score":0.36481193},"labels":[],"label_agreement":null},{"id":"W2934303504","doi":"10.31438/trf.hh2008.47","title":"INTEGRATED TESTING OF POLYMER MEMS MATERIAL PROPERTIES","year":2008,"lang":"en","type":"article","venue":"2008 Solid-State, Actuators, and Microsystems Workshop Technical Digest","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fabrication; Microelectromechanical systems; Materials science; Actuator; Vibration; Substrate (aquarium); Modulus; Material properties; Piezoelectricity; Optoelectronics; Acoustics; Computer science; Composite material; Physics","score_opus":0.021385359137039067,"score_gpt":0.2223521818311216,"score_spread":0.20096682269408253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934303504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245,0.0026117403,0.0015251329,0.000020932293,0.000493032,0.00049669587,0.00009379954,0.0018108577,0.0004978369],"genre_scores_gemma":[0.99658674,0.0015500354,0.0010370148,0.00001626136,0.00009268031,0.00008046443,0.000021546537,0.0001081684,0.00050707883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978398,0.000014340835,0.0008358273,0.00042674816,0.0002147554,0.00066850684],"domain_scores_gemma":[0.9989731,0.00011975826,0.00015758294,0.00046987654,0.00012516689,0.00015456502],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013677985,0.0004915121,0.0007687709,0.00021679266,0.0002166676,0.00005639649,0.00033985332,0.00033312573,0.000008691943],"category_scores_gemma":[0.00018239708,0.00039724517,0.000097935386,0.00053834065,0.0005799441,0.00027768084,0.00018965111,0.00045551377,0.000009903678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003987267,0.00005823264,0.00031883936,0.00018474527,0.000044480486,0.000037307313,0.00022952982,0.000120709854,0.9893609,0.000016224498,0.0014331402,0.008156011],"study_design_scores_gemma":[0.00042477093,0.00010421954,0.00055221363,0.0006260617,0.000019437784,0.0004036188,0.0002289617,0.00012871496,0.99244875,0.00007898588,0.0043689692,0.00061527255],"about_ca_topic_score_codex":0.00015909212,"about_ca_topic_score_gemma":0.00007599306,"teacher_disagreement_score":0.007540738,"about_ca_system_score_codex":0.000092754344,"about_ca_system_score_gemma":0.00006207552,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W2945032985","doi":"10.1063/1.5093553","title":"Measurement of mechanical strain based on piezo-avalanche effect","year":2019,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Miniaturization; Materials science; Stress (linguistics); Optoelectronics; Voltage; Sensitivity (control systems); Electrical engineering; Nanotechnology; Electronic engineering","score_opus":0.008422354298480992,"score_gpt":0.1951576687978091,"score_spread":0.18673531449932812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945032985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630055,0.000010408545,0.03361763,0.00009027846,0.0001602829,0.00039136686,0.000008006806,0.00040847657,0.002308085],"genre_scores_gemma":[0.9984458,0.0000017043926,0.0011969972,0.00023925085,0.00003933148,0.00003979942,0.0000042601205,0.00003180425,0.0000010173702],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926186,0.0000036256067,0.00011798747,0.00015832171,0.00026541136,0.00019276916],"domain_scores_gemma":[0.9995633,0.000047626356,0.000030250938,0.0003278506,0.0000086970385,0.000022301834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011333688,0.00015600845,0.00021486469,0.00003008027,0.000012177533,0.000004718357,0.00013455797,0.000055924083,0.0000073142332],"category_scores_gemma":[0.000003917501,0.00014090666,0.00006232172,0.000103785285,0.000022230783,0.000022334141,0.00001572316,0.00018966806,0.000046515786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014602656,0.000015566222,0.000009283898,0.00007597723,0.000022231327,5.405266e-7,0.0000071015456,0.05967474,0.9261576,0.0021313527,0.00021949061,0.011671548],"study_design_scores_gemma":[0.00060147565,0.000074020645,0.00013449068,0.000043180604,0.000011400329,7.432793e-8,0.000007300798,0.0019867723,0.9963251,0.00030561656,0.0003412299,0.00016939054],"about_ca_topic_score_codex":9.470037e-7,"about_ca_topic_score_gemma":2.5689505e-7,"teacher_disagreement_score":0.07016748,"about_ca_system_score_codex":0.000056676705,"about_ca_system_score_gemma":0.000004183344,"threshold_uncertainty_score":0.5746007},"labels":[],"label_agreement":null},{"id":"W2947050380","doi":"10.1088/1757-899x/521/1/012004","title":"Thermomechanical Study and Fracture Properties of Silicon Wafer under Effect of Crystal Orientation","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Materials science; Piezoresistive effect; Wafer; Silicon; Composite material; Fracture (geology); Deflexion; Bending; Structural engineering; Finite element method; Metallurgy; Optoelectronics; Engineering","score_opus":0.008564524195491805,"score_gpt":0.20942678856533545,"score_spread":0.20086226436984364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947050380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99912006,0.00009172283,0.0001803238,0.0000099273575,0.00019688328,0.0002770182,0.0000031106415,0.000099265904,0.000021698903],"genre_scores_gemma":[0.9997999,0.000068178335,0.000090210895,0.0000017921902,0.000008158061,0.000015130807,4.303303e-7,0.000010410193,0.000005785154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993356,0.0000046621317,0.00017738952,0.00016270038,0.00015906249,0.00016058232],"domain_scores_gemma":[0.9997158,0.000020210138,0.000034063407,0.00014164808,0.000060108345,0.000028185079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023548817,0.00013240226,0.00026395023,0.000090709276,0.000028426666,0.000042131454,0.00010840302,0.000051935585,0.00001538279],"category_scores_gemma":[0.000053933756,0.00009683037,0.000008577635,0.00013876849,0.00014857817,0.00045432182,0.00007075628,0.000056018976,5.47251e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024156894,0.0000050332355,0.0000740456,0.00025582375,0.0000073682877,3.2496484e-7,0.00043422676,0.0010060291,0.99731743,0.0002947976,2.17775e-7,0.00058053975],"study_design_scores_gemma":[0.00020451992,0.00038484254,0.0044106757,0.00008992932,0.00000789379,0.000003971968,0.0010136182,0.00053250813,0.9931897,0.000044219207,0.000008503785,0.00010964844],"about_ca_topic_score_codex":0.000018242983,"about_ca_topic_score_gemma":0.0000022436968,"teacher_disagreement_score":0.00433663,"about_ca_system_score_codex":0.000013403683,"about_ca_system_score_gemma":0.000014576637,"threshold_uncertainty_score":0.3948628},"labels":[],"label_agreement":null},{"id":"W2949519913","doi":"10.82308/9347","title":"Ultra-clean wafer-level vacuum encapsulated inertial sensors using a commercial process","year":2017,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; Natural Sciences and Engineering Research Council of Canada; University of Dayton","keywords":"Gyroscope; Accelerometer; Microelectromechanical systems; Microfabrication; Inertial measurement unit; Wafer; Automotive industry; Aerospace; Mechanical engineering; Computer science; Engineering; Automotive engineering; Electrical engineering; Fabrication; Materials science; Nanotechnology; Aerospace engineering","score_opus":0.04265693407071094,"score_gpt":0.26928345515245244,"score_spread":0.2266265210817415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949519913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884686,0.00005215918,0.000008079138,0.000027304412,0.00087684696,0.00039552886,0.00041069396,0.0016301858,0.008130594],"genre_scores_gemma":[0.9971508,0.00010574073,0.002184317,0.000058622332,0.00008639503,0.000033117984,0.000017082213,0.00019418486,0.00016975107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99730104,0.000031083648,0.0006085556,0.00065002736,0.00043462377,0.00097467785],"domain_scores_gemma":[0.9980312,0.000069574715,0.00024090274,0.0012161005,0.00018776143,0.0002544838],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00031006662,0.00063355744,0.00061015104,0.000243789,0.002033328,0.000150795,0.0010817948,0.0005648598,0.000055135355],"category_scores_gemma":[0.00059303397,0.0006513568,0.00019167754,0.00027815875,0.00022462454,0.0014046899,0.00020181555,0.0012399226,0.00008488869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005251461,0.00007052103,0.00006675882,0.000115874034,0.00010936931,0.00010064162,0.00000993375,0.0029669025,0.90175325,0.003018598,0.0000033224915,0.09173231],"study_design_scores_gemma":[0.0012596734,0.00007725814,0.0027623216,0.0001961212,0.0000694861,0.00007899969,0.00013693637,0.0012740955,0.9804708,0.0070185247,0.005567657,0.0010881511],"about_ca_topic_score_codex":0.0001732655,"about_ca_topic_score_gemma":0.0002365936,"teacher_disagreement_score":0.09064416,"about_ca_system_score_codex":0.0003712138,"about_ca_system_score_gemma":0.000018716868,"threshold_uncertainty_score":0.9995938},"labels":[],"label_agreement":null},{"id":"W2950674901","doi":"10.3390/s19122680","title":"A Sub-mW 18-MHz MEMS Oscillator Based on a 98-dBΩ Adjustable Bandwidth Transimpedance Amplifier and a Lamé-Mode Resonator","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; CMC Microsystems","keywords":"Transimpedance amplifier; Phase noise; Resonator; dBc; Bandwidth (computing); CMOS; Capacitive sensing; Amplifier; Electrical engineering; Capacitance; Optoelectronics; Materials science; Physics; Differential amplifier; Engineering; Telecommunications","score_opus":0.008028017950501351,"score_gpt":0.2184850130090454,"score_spread":0.21045699505854407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950674901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944503,0.00056341244,0.00036697253,0.00010306072,0.0002092712,0.0003445387,0.000046801273,0.00079510646,0.00312055],"genre_scores_gemma":[0.9961769,0.00028948308,0.0023048525,0.00010790512,0.000041910112,0.000023038392,0.000004515862,0.00007176107,0.0009796129],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987992,0.0000076254487,0.0001900485,0.00036403164,0.00019802188,0.00044108857],"domain_scores_gemma":[0.9993024,0.0001088392,0.000030375875,0.00043233487,0.00002989516,0.000096194555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008692253,0.0002654451,0.00032483134,0.0001348181,0.00005853186,0.00002798,0.00012123383,0.0001880716,0.00006822642],"category_scores_gemma":[0.000033668664,0.00024269376,0.0000641792,0.0002264408,0.000062413856,0.000098049524,0.000018103803,0.00029053102,0.00006750946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024773207,0.000064142456,0.0008293104,0.00046638696,0.000077456236,0.000045780896,0.0004912438,0.15099461,0.831683,0.00096098625,0.0037096143,0.01042978],"study_design_scores_gemma":[0.00394331,0.00054548355,0.0033010375,0.00043437222,0.00005780539,0.000021340638,0.00067002076,0.15484883,0.5729488,0.0018205653,0.25977877,0.0016296662],"about_ca_topic_score_codex":0.000037809008,"about_ca_topic_score_gemma":0.00004676322,"teacher_disagreement_score":0.25873414,"about_ca_system_score_codex":0.00006495232,"about_ca_system_score_gemma":0.000019864568,"threshold_uncertainty_score":0.9896764},"labels":[],"label_agreement":null},{"id":"W2961828851","doi":"10.3390/mi10070467","title":"Design and Performance of a J Band MEMS Switch","year":2019,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Microelectromechanical systems; Materials science; Engineering; Electronic engineering; Electrical engineering; Optoelectronics","score_opus":0.005467608130192119,"score_gpt":0.18972395597864,"score_spread":0.18425634784844788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961828851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690384,0.0013604886,0.001017233,0.000009153237,0.000077563425,0.000098259305,0.0000011615097,0.00016854265,0.000363748],"genre_scores_gemma":[0.993535,0.00044488275,0.0058651464,0.0000043187947,0.0000072152316,0.0000038863564,6.1316075e-7,0.00001258154,0.00012637695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997189,0.000001051698,0.00008169842,0.0000737973,0.000030507304,0.00009402994],"domain_scores_gemma":[0.9998315,0.000021777525,0.000013817716,0.00011332603,0.0000083138,0.000011241405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037799848,0.000077041885,0.00011652541,0.00004141831,0.000013341785,0.0000044392987,0.0000621809,0.00004062657,0.000011531422],"category_scores_gemma":[0.0000032773914,0.00006243648,0.000011377327,0.00005951486,0.000022366425,0.000070244445,0.000016397604,0.00006012313,0.000008609796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072859248,0.0000031753332,0.0026966443,0.0000785851,0.00000804639,3.6615768e-7,0.00005023176,0.0011466151,0.9882728,0.000008932774,0.000062104795,0.0076652085],"study_design_scores_gemma":[0.00020470266,0.00008258835,0.0069445274,0.00003157908,0.0000038096264,0.000009869307,0.000014038454,0.0044270516,0.98716515,0.00014912676,0.0008647977,0.00010278366],"about_ca_topic_score_codex":0.00000424547,"about_ca_topic_score_gemma":9.894045e-7,"teacher_disagreement_score":0.007562425,"about_ca_system_score_codex":0.000004822226,"about_ca_system_score_gemma":0.0000020583357,"threshold_uncertainty_score":0.25460854},"labels":[],"label_agreement":null},{"id":"W2963880759","doi":"10.1007/978-3-030-26991-3_15","title":"The Non-linear Dynamic Response of Microstructures","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cantilever; Stiffness; Differential equation; Spring (device); Deflection (physics); Damper; Beam (structure); Structural engineering; Mathematical analysis; Control theory (sociology); Mathematics; Physics; Engineering; Classical mechanics; Computer science","score_opus":0.005442459616671791,"score_gpt":0.21175669636909558,"score_spread":0.2063142367524238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963880759","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11763929,0.63848823,0.20842724,0.00026275337,0.013895209,0.0047188657,0.00023449823,0.0011011704,0.01523276],"genre_scores_gemma":[0.9864814,0.008702622,0.00020446321,0.000012032856,0.00016091485,0.000011057912,0.000011819661,0.000099388766,0.0043162964],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990264,0.00000891404,0.00038251135,0.0002199894,0.00010650988,0.00025563786],"domain_scores_gemma":[0.9987248,0.0006525502,0.00012394738,0.0004459363,0.000029793744,0.000022945906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020608892,0.00032075602,0.00051032455,0.000096833595,0.000054150118,0.00002855802,0.00020681476,0.00072171545,0.0000020301122],"category_scores_gemma":[0.000040052313,0.000213371,0.00007292992,0.00004539475,0.0001364738,0.000021158005,0.000060004753,0.000687233,0.0000014866828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016560355,0.0000014381234,0.000023770877,0.0003230875,0.00009615773,0.000015477763,0.00006394549,0.97091794,0.005645574,0.00094250316,0.0001720401,0.021632485],"study_design_scores_gemma":[0.0013171064,0.0004150367,0.00092353334,0.0047933185,0.00010882956,0.00017243493,0.000048504713,0.78082514,0.0021381525,0.014773989,0.1924818,0.0020021715],"about_ca_topic_score_codex":0.0000093448125,"about_ca_topic_score_gemma":0.000091523005,"teacher_disagreement_score":0.8688421,"about_ca_system_score_codex":0.000052050927,"about_ca_system_score_gemma":0.00001591233,"threshold_uncertainty_score":0.8701017},"labels":[],"label_agreement":null},{"id":"W2969920967","doi":"10.1109/transducers.2019.8808394","title":"Ultra-Sensitive OPTO-Piezoresistive Sensors Utilising 3C-SiC/Si Heterostructures","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University; Griffith University; Australian National Fabrication Facility","keywords":"Piezoresistive effect; Gauge factor; Materials science; Silicon carbide; Optoelectronics; Nanoelectromechanical systems; Semiconductor; Microelectromechanical systems; Strain gauge; Silicon; Heterojunction; Sensitivity (control systems); Nanotechnology; Electronic engineering; Nanoparticle; Fabrication; Composite material; Engineering","score_opus":0.005523767932396548,"score_gpt":0.20697244604536716,"score_spread":0.20144867811297062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969920967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702393,0.000118688724,0.0014610807,0.00002838025,0.0004413126,0.00019845678,0.000014361505,0.0013678543,0.026130559],"genre_scores_gemma":[0.9945499,0.00008070803,0.004465196,0.000058998907,0.00005147879,0.000004346482,0.0000060096463,0.000041879008,0.00074149924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990956,0.000004245322,0.00016665232,0.00025693633,0.00012699606,0.00034955944],"domain_scores_gemma":[0.9995015,0.00008424142,0.000026710613,0.00029735838,0.00004010698,0.000050067298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035213314,0.00022876286,0.00024360669,0.00009499411,0.000053311804,0.000029086312,0.00011419932,0.00014972298,0.00008526869],"category_scores_gemma":[0.00003851387,0.00019520121,0.00007220518,0.00013718334,0.00007605449,0.0001689113,0.000030269004,0.00024226573,0.00013034267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016504906,0.000005306103,0.00021638945,0.000038450704,0.000056451103,0.000020328183,0.00019585158,0.0073649664,0.9780053,0.0010232782,0.00057593035,0.012481237],"study_design_scores_gemma":[0.00025399512,0.000040966534,0.0041740085,0.000039225924,0.000008792791,0.000019212948,0.0008813645,0.0009249464,0.9885256,0.0010668692,0.003729712,0.0003352851],"about_ca_topic_score_codex":0.000014098878,"about_ca_topic_score_gemma":0.000010975009,"teacher_disagreement_score":0.02538906,"about_ca_system_score_codex":0.000055206285,"about_ca_system_score_gemma":0.0000052748255,"threshold_uncertainty_score":0.79600745},"labels":[],"label_agreement":null},{"id":"W2970207032","doi":"10.1088/1361-6439/ab3e8d","title":"Large aperture surface-micromachined rotating micromirror with the majority of dimples removed","year":2019,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dimple; Surface micromachining; Optics; Aperture (computer memory); Materials science; Surface (topology); Aerospace engineering; Optoelectronics; Physics; Fabrication; Engineering; Mechanical engineering; Composite material; Geometry","score_opus":0.0025176313212264337,"score_gpt":0.171132230576448,"score_spread":0.16861459925522157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970207032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882121,0.0044507575,0.0067425948,0.00012055281,0.0002,0.00016145066,0.000028978122,0.000065732485,0.000017842494],"genre_scores_gemma":[0.97370005,0.0009903075,0.025153598,0.000028182789,0.000027124046,9.828404e-7,0.0000019297686,0.000055290762,0.00004256132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990385,0.0000065798836,0.00039054774,0.00013054573,0.00011947836,0.00031435283],"domain_scores_gemma":[0.99931157,0.00012136889,0.00020437733,0.00021783722,0.00009221569,0.00005260836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002742966,0.00023959647,0.00043891396,0.00010474943,0.00005284159,0.000028944467,0.00026205915,0.00010801532,0.000008881197],"category_scores_gemma":[0.00002414807,0.00015812735,0.00009664741,0.00018940982,0.000022531827,0.00014825193,0.00007774293,0.00048515858,0.0000013137809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025957666,0.000013977413,0.00007262496,0.00017472202,0.00010106717,0.000010542538,0.00025487776,0.0011223574,0.9972697,0.00015286247,0.00008721178,0.0007140957],"study_design_scores_gemma":[0.0021396247,0.0003318986,0.0007711683,0.0005838176,0.00008727923,0.00081645156,0.001686727,0.009158949,0.9685465,0.00019404053,0.015184929,0.0004986345],"about_ca_topic_score_codex":0.000003254065,"about_ca_topic_score_gemma":0.000007786931,"teacher_disagreement_score":0.028723223,"about_ca_system_score_codex":0.000033554246,"about_ca_system_score_gemma":0.000016043397,"threshold_uncertainty_score":0.6448246},"labels":[],"label_agreement":null},{"id":"W2970618849","doi":"10.1117/12.2538357","title":"Novel method to improve stroke of electrostatically actuated MEMS micromirror","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Microelectromechanical systems; Digital micromirror device; Fabrication; Optics; Voltage; Stroke (engine); Materials science; Physics; Optoelectronics; Electrical engineering; Engineering; Mechanical engineering","score_opus":0.006682029460001243,"score_gpt":0.25224632364486665,"score_spread":0.24556429418486542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970618849","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62223357,0.00001633647,0.37413406,0.00006765301,0.000090779664,0.00024342912,0.000022186938,0.0004294987,0.0027624753],"genre_scores_gemma":[0.31114203,0.000008147234,0.68695426,0.000054517343,0.000006024746,0.000013602917,0.0000020092805,0.000027454562,0.0017919426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993524,0.0000011156133,0.00017727002,0.00014739946,0.000077691926,0.0002441459],"domain_scores_gemma":[0.9995952,0.00006271195,0.000019402809,0.00024176366,0.000039241608,0.000041655556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007121512,0.00011829049,0.00021174952,0.000083536346,0.000007664462,0.0000063604457,0.00014400447,0.0000819231,0.00008570153],"category_scores_gemma":[0.000030526207,0.000099132194,0.000040993018,0.00014406099,0.000010835536,0.000061861225,0.000041154675,0.00012088883,0.00006184687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010297247,0.000012569522,0.0000041568164,0.00002311805,0.000027421565,2.4052883e-7,0.000024740473,0.000329153,0.98879504,0.00076059176,0.00009969931,0.009912971],"study_design_scores_gemma":[0.0002922685,0.000145088,0.00016465582,0.0000072671264,0.000005721515,0.0000020704247,0.00005057787,0.00080500694,0.9956746,0.00024599824,0.0024774945,0.00012923263],"about_ca_topic_score_codex":0.000022157703,"about_ca_topic_score_gemma":0.000012203532,"teacher_disagreement_score":0.3128202,"about_ca_system_score_codex":0.000030606934,"about_ca_system_score_gemma":0.00000930328,"threshold_uncertainty_score":0.40424937},"labels":[],"label_agreement":null},{"id":"W2971939530","doi":"10.1109/mwsym.2019.8701106","title":"Monolithically Integrated Reconfigurable RF MEMS Based Impedance Tuner on SOI Substrate","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tuner; Silicon on insulator; Microelectromechanical systems; Materials science; Surface micromachining; Capacitive sensing; Capacitance; Insertion loss; Optoelectronics; Coplanar waveguide; Stiction; Fabrication; Impedance matching; Electrical engineering; Return loss; Electrical impedance; Radio frequency; Silicon; Engineering; Microwave; Antenna (radio); Telecommunications; Electrode; Physics","score_opus":0.009328200083900094,"score_gpt":0.20844755448492447,"score_spread":0.19911935440102438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971939530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90302014,0.00007802431,0.0017150658,0.00014801939,0.00030466716,0.00019550398,0.000006240588,0.0018722075,0.09266013],"genre_scores_gemma":[0.9937244,0.00008160241,0.001934823,0.00015484531,0.00001685234,0.000026933281,0.0000074591053,0.000040719326,0.0040123765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911374,0.0000028871714,0.00020109495,0.00023942371,0.00010546164,0.0003373941],"domain_scores_gemma":[0.999406,0.00006780424,0.000025183454,0.00040682254,0.000041526004,0.00005269404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010065063,0.00020418096,0.0002147747,0.00008768678,0.000027330612,0.00002938514,0.00019268015,0.00019557303,0.0005180601],"category_scores_gemma":[0.000029038742,0.00015892733,0.00005562668,0.00020538279,0.000030226582,0.00012544586,0.000007664455,0.0003948629,0.00063652545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022251896,0.000023234788,0.00008623842,0.00004235554,0.000023694058,0.000007222792,0.000016508151,0.024823228,0.94973934,0.0022085304,0.0012493983,0.021758026],"study_design_scores_gemma":[0.00041198134,0.00011430613,0.0008573901,0.00006523698,0.000003749111,0.0000016602796,0.00010553032,0.017293436,0.9620297,0.0010724056,0.017730966,0.00031361927],"about_ca_topic_score_codex":0.000028473196,"about_ca_topic_score_gemma":0.000035291458,"teacher_disagreement_score":0.09070425,"about_ca_system_score_codex":0.000060194743,"about_ca_system_score_gemma":0.000020597954,"threshold_uncertainty_score":0.81814593},"labels":[],"label_agreement":null},{"id":"W2972728178","doi":"10.1038/s41467-019-11965-5","title":"Giant piezoresistive effect by optoelectronic coupling in a heterojunction","year":2019,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University; Griffith University; Australian National Fabrication Facility","keywords":"Piezoresistive effect; Gauge factor; Heterojunction; Materials science; Optoelectronics; Semiconductor; Silicon carbide; Strain gauge; Coupling (piping); Silicon; Transistor; Nanotechnology; Composite material; Electrical engineering; Voltage; Fabrication","score_opus":0.004091283717108081,"score_gpt":0.24328768553486704,"score_spread":0.23919640181775897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972728178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96701735,0.028256882,0.00060329074,0.00034714575,0.00022246025,0.00043047653,0.00000956327,0.0006810746,0.002431781],"genre_scores_gemma":[0.99628097,0.0021572087,0.0013399802,0.000021402182,0.000006177812,0.00007240009,0.00004096999,0.000019446628,0.0000614627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995398,0.0000066658067,0.000113554845,0.00010732772,0.00005987853,0.00017277751],"domain_scores_gemma":[0.9989868,0.00015936486,0.00002169281,0.0007983781,0.000018091723,0.00001570997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088180306,0.00010299996,0.00012861482,0.00009314979,0.000050267816,0.000011242166,0.00040119796,0.00022982834,0.0000060082566],"category_scores_gemma":[0.000043717468,0.00009820117,0.000030749696,0.00026631643,0.000031898588,0.000097009535,0.00008357071,0.0010704078,0.000032555923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032460903,0.0000900821,0.003910628,0.0000849093,0.00007795459,0.0000011560187,0.000107161235,0.017898506,0.95168644,0.005974227,0.0053419615,0.014794535],"study_design_scores_gemma":[0.0031969107,0.000613504,0.026782556,0.0005006049,0.00006361227,0.000014664577,0.00033529324,0.30298594,0.37491074,0.0020844645,0.28700674,0.0015049846],"about_ca_topic_score_codex":0.000007163067,"about_ca_topic_score_gemma":0.00017583056,"teacher_disagreement_score":0.57677567,"about_ca_system_score_codex":0.00015313168,"about_ca_system_score_gemma":0.000006900152,"threshold_uncertainty_score":0.4650449},"labels":[],"label_agreement":null},{"id":"W2975146344","doi":"10.1109/jsen.2019.2943289","title":"A Dual-Resonator Temperature Sensing Approach With Time Base Error Suppression","year":2019,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Resonator; Tuning fork; Sensitivity (control systems); Materials science; Calibration; Compensation (psychology); Temperature measurement; Base (topology); Electronic engineering; Optoelectronics; Acoustics; Optics; Vibration; Physics; Engineering; Mathematics","score_opus":0.006638250415257616,"score_gpt":0.20118139361372953,"score_spread":0.1945431431984719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975146344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699956,0.00021519315,0.0003421113,0.00006348638,0.00045211575,0.00014538043,0.0000068488284,0.00043310077,0.0013421802],"genre_scores_gemma":[0.97204834,0.000061273204,0.025827147,0.00003500559,0.00026286172,0.0000010996054,0.0000030361527,0.000080406964,0.0016808421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989763,0.000014147664,0.00019294869,0.0001897674,0.00025353648,0.00037333253],"domain_scores_gemma":[0.9994685,0.00003430076,0.000059708156,0.00025800898,0.000064580985,0.00011487792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010940432,0.00023383746,0.00025812892,0.00014850635,0.000115514915,0.00007189372,0.00009964,0.00018560911,0.000068200396],"category_scores_gemma":[0.00001532379,0.00016476739,0.0000666639,0.00018140547,0.000040843413,0.00022986972,0.00001631781,0.000857748,0.000092576905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032685755,0.000013620939,0.000020258893,0.000030168949,0.000037581158,0.00017200342,0.00012779052,0.050201926,0.9430506,0.0000034114767,0.0053699263,0.0009399746],"study_design_scores_gemma":[0.0017966552,0.00021421889,0.00023055727,0.00042880114,0.000043489017,0.006235927,0.0008643528,0.05531751,0.92072564,0.00013826172,0.013186576,0.00081803557],"about_ca_topic_score_codex":8.5601135e-7,"about_ca_topic_score_gemma":4.8532104e-7,"teacher_disagreement_score":0.025485035,"about_ca_system_score_codex":0.000063403575,"about_ca_system_score_gemma":0.000019973266,"threshold_uncertainty_score":0.67190194},"labels":[],"label_agreement":null},{"id":"W2976347207","doi":"10.3390/mi10100667","title":"External Electromagnet FPCB Micromirror for Large Angle Laser Scanning","year":2019,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flatness (cosmology); Optics; Materials science; Rotation (mathematics); Curvature; Deflection (physics); Physics; Computer science","score_opus":0.004777600160070246,"score_gpt":0.22301723017653116,"score_spread":0.2182396300164609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976347207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936031,0.0017695287,0.0025007862,0.00004665761,0.00035932366,0.0002985145,0.000063698804,0.0007727485,0.0005856578],"genre_scores_gemma":[0.9643387,0.000066848996,0.03286017,0.0000888177,0.00010994818,0.000059030146,0.000028975246,0.00008053111,0.0023669542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991287,0.0000025552135,0.00016109858,0.00021178866,0.000056504792,0.00043935928],"domain_scores_gemma":[0.99963945,0.00003518622,0.000029084888,0.00023821263,0.000022721108,0.000035324956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006683034,0.00019702691,0.0002120482,0.00009068186,0.00006457849,0.000030309022,0.00020357883,0.000099484394,0.00008149058],"category_scores_gemma":[0.000013423002,0.00018101634,0.00008715326,0.00010597458,0.000013917396,0.00017692377,0.000045692286,0.00014881606,0.00008348291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001366132,0.000017129865,0.00053009,0.00006128791,0.000017230393,0.0000027991612,0.000039105304,0.00006246556,0.9947202,0.00017022528,0.0023413738,0.0020243821],"study_design_scores_gemma":[0.001088705,0.00015007396,0.0029659297,0.00005397693,0.0000136765775,0.000027006068,0.000043100456,0.0012033734,0.905154,0.0015723729,0.08735011,0.0003776789],"about_ca_topic_score_codex":0.000010769159,"about_ca_topic_score_gemma":0.000033008142,"teacher_disagreement_score":0.08956625,"about_ca_system_score_codex":0.000035323264,"about_ca_system_score_gemma":0.000006711971,"threshold_uncertainty_score":0.73816323},"labels":[],"label_agreement":null},{"id":"W2980693647","doi":"10.1109/jsen.2019.2948129","title":"Development of Doped Silicon Multi-Element Stress Sensor Rosette With Temperature Compensation","year":2019,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoresistive effect; Materials science; Stress (linguistics); Silicon; Compensation (psychology); Bending; Rosette (schizont appearance); Composite material; Optoelectronics","score_opus":0.011815890369906918,"score_gpt":0.22736257091092096,"score_spread":0.21554668054101406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980693647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983793,0.00007477812,0.0007424671,0.00002853129,0.0003407485,0.00018454125,0.000009168193,0.00013484716,0.00010561996],"genre_scores_gemma":[0.9510455,0.00006877621,0.048572894,0.000011248965,0.000049553357,0.0000027634019,0.0000039793126,0.000029857569,0.00021541938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908847,0.0000075930834,0.00031994886,0.00012338292,0.00022275298,0.00023786965],"domain_scores_gemma":[0.99955726,0.00001909783,0.0001121565,0.00016180103,0.000094837094,0.000054859793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009107338,0.00017404804,0.00022818279,0.000116555326,0.000070808,0.00002704435,0.000107433516,0.000092748385,0.000041805994],"category_scores_gemma":[0.0000058823002,0.00013189945,0.000036344725,0.00011065081,0.00002658981,0.0001232057,0.000011324444,0.00036945636,0.000017245313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002270082,0.000025868869,0.0005768014,0.00004897403,0.000067232526,0.000014936028,0.00046685792,0.086759575,0.90938675,0.000004976621,0.00007554149,0.0025497726],"study_design_scores_gemma":[0.0009833853,0.000057962294,0.0042569265,0.00016267125,0.000010034536,0.00007294177,0.0010551526,0.0015579044,0.98948187,0.000004215021,0.0021458524,0.00021106345],"about_ca_topic_score_codex":0.0000010407731,"about_ca_topic_score_gemma":0.000020261223,"teacher_disagreement_score":0.085201666,"about_ca_system_score_codex":0.00008514615,"about_ca_system_score_gemma":0.000026213083,"threshold_uncertainty_score":0.53787035},"labels":[],"label_agreement":null},{"id":"W2980773915","doi":"10.1038/s41598-019-49988-z","title":"Localized Mechanical Actuation using pn Junctions","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Actuator; Fabrication; Materials science; Piezoelectricity; Microscale chemistry; Vibration; Depletion region; Voltage; Comb drive; Electric field; Laser Doppler vibrometer; Mechanical energy; Microelectronics; Optoelectronics; Nanotechnology; Acoustics; Electrical engineering; Physics; Semiconductor; Engineering; Composite material","score_opus":0.01532082190942084,"score_gpt":0.24121548066075155,"score_spread":0.22589465875133072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980773915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505402,0.00006629542,0.034962412,0.00001353294,0.012147197,0.00017704428,4.6153738e-7,0.00071822834,0.001374672],"genre_scores_gemma":[0.9918354,0.0000051110696,0.006431429,0.0000043147897,0.00002504941,0.0000071457084,0.000008677418,0.000015917176,0.0016669452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915326,0.0000017450601,0.00021214967,0.0002702325,0.00018277772,0.00017985549],"domain_scores_gemma":[0.9993677,0.00000894671,0.000047730697,0.00049889006,0.00004205621,0.00003464201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023336623,0.00008155375,0.00010654467,0.00011145641,0.00009348999,0.00006508731,0.000056260265,0.000075009004,0.00016214314],"category_scores_gemma":[0.000050254097,0.00007458686,0.000045184464,0.00032539302,0.00004598041,0.00019192677,0.000032082935,0.00009534863,0.00006974748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.532209e-7,0.0000075415373,0.000033557455,0.000011055912,0.0000067802034,0.000018371393,0.000021083719,0.010160058,0.9849107,0.00019743897,0.0014159492,0.0032166122],"study_design_scores_gemma":[0.00015605555,0.000017131324,0.000087108376,0.000045864177,0.000018307788,0.00017849117,0.00014275084,0.0368018,0.7558321,0.050261844,0.15617068,0.00028789582],"about_ca_topic_score_codex":0.0000047686467,"about_ca_topic_score_gemma":0.0000054980815,"teacher_disagreement_score":0.22907864,"about_ca_system_score_codex":0.00006573306,"about_ca_system_score_gemma":0.000021385385,"threshold_uncertainty_score":0.3041564},"labels":[],"label_agreement":null},{"id":"W2990438212","doi":"","title":"Development of SOI-based Thermally Actuated Micromirror","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Silicon on insulator; Materials science; Optoelectronics; Engineering; Electrical engineering; Silicon","score_opus":0.009109297697673598,"score_gpt":0.1882260876446454,"score_spread":0.1791167899469718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990438212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988398,0.000086871085,0.000059073638,0.000021777145,0.00018163578,0.00019151083,0.000020620611,0.0002270071,0.00037172993],"genre_scores_gemma":[0.6911826,0.00021390771,0.13060032,0.000005735438,0.000010328153,0.0000014421614,0.0009276696,0.00012455745,0.17693341],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937445,0.0000031071916,0.00013007925,0.00017100114,0.00013351065,0.00018787918],"domain_scores_gemma":[0.9994884,0.0000144772,0.0001397416,0.00024797075,0.000081585546,0.000027797807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003956353,0.00020608849,0.00036712852,0.00023553506,0.000046589194,0.00000332953,0.0003137324,0.00031872353,0.00009076595],"category_scores_gemma":[0.0000035111152,0.00023354396,0.00009563243,0.00011808204,0.000039524144,0.000080124264,0.000026475194,0.00018351653,0.000036444955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007209458,0.000025826961,0.000010548066,0.0006706604,0.00011920581,0.00000574472,0.02035489,0.00039887396,0.96881086,0.000011566666,0.00013484976,0.009384889],"study_design_scores_gemma":[0.0006757442,0.000045785542,0.0023166128,0.0003811464,0.00006232388,2.8961696e-7,0.049308285,0.0002247628,0.9445074,0.000016773776,0.0020777048,0.00038313668],"about_ca_topic_score_codex":0.0005556363,"about_ca_topic_score_gemma":0.0064412216,"teacher_disagreement_score":0.30765712,"about_ca_system_score_codex":0.00006910551,"about_ca_system_score_gemma":0.00008443282,"threshold_uncertainty_score":0.9523646},"labels":[],"label_agreement":null},{"id":"W2990909798","doi":"10.1007/s00170-019-04666-2","title":"Guest editorial: design, modeling, sensing, actuation and control for micro/nanoscale systems","year":2019,"lang":"en","type":"editorial","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Nanoscopic scale; Industrial and production engineering; Nanotechnology; Engineering; Computer science; Mechanical engineering; Control engineering; Materials science; Systems engineering","score_opus":0.007677967126781045,"score_gpt":0.24019713087833436,"score_spread":0.23251916375155332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990909798","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006603184,0.0019075088,0.16493191,0.00030985774,0.8253107,0.0005307367,0.00007590712,0.00032203607,0.000008160222],"genre_scores_gemma":[0.03185223,0.0055890693,0.012936938,0.000014304717,0.9492596,0.000041600502,0.00002927793,0.00015537061,0.000121610385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800736,0.000011514902,0.00075610075,0.00027330266,0.000612297,0.00033945477],"domain_scores_gemma":[0.99720556,0.0009363072,0.0006532479,0.00036420787,0.00080123614,0.000039419265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046356008,0.00040366623,0.0006681522,0.00059492333,0.00008236592,0.00010331227,0.001108133,0.0010955149,7.4166564e-7],"category_scores_gemma":[0.00087681523,0.0003108977,0.00013318074,0.00005731681,0.00011824564,0.00025729873,0.00013611988,0.0013423761,0.0000030727347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004766062,0.000018185045,1.7464849e-7,0.00013177222,0.0007047628,0.000017683826,0.00003957599,0.2641727,0.113938816,0.00003620915,0.6120735,0.00839005],"study_design_scores_gemma":[0.0018534558,0.00024205324,1.56025e-7,0.00043046358,0.00013531755,0.000078233425,0.0001307006,0.0052864905,0.20671043,0.0055736834,0.77922016,0.00033885275],"about_ca_topic_score_codex":0.000006534215,"about_ca_topic_score_gemma":0.0000051781954,"teacher_disagreement_score":0.25888622,"about_ca_system_score_codex":0.00033794687,"about_ca_system_score_gemma":0.000098189856,"threshold_uncertainty_score":0.9999343},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.021560194697747306,"score_gpt":0.222190399582173,"score_spread":0.20063020488442568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991401215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549191,0.004045721,0.039869905,0.00000831941,0.00007634018,0.00033993597,0.0000054803722,0.00072495855,0.000010263899],"genre_scores_gemma":[0.9135912,0.00023262142,0.08613627,6.333049e-7,0.0000020263249,0.000012005181,0.0000012962676,0.000017874649,0.0000060753264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992358,0.0000023001196,0.0003200946,0.00017748866,0.00008926373,0.0001750483],"domain_scores_gemma":[0.99955,0.00007414001,0.0001134129,0.00021910873,0.00003396058,0.000009365246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015931069,0.00015226191,0.0003129466,0.00019615782,0.000037205453,0.000011720054,0.00013260232,0.00022776109,8.225335e-7],"category_scores_gemma":[0.000031775504,0.00013736259,0.000012249865,0.00009741098,0.00009510564,0.000102185295,0.00013059567,0.000117196956,0.0000014028082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005584323,0.0000043064183,0.0002802662,0.0006134142,0.000028782493,8.518953e-7,0.00034315925,0.0003584887,0.9816109,0.000035526573,0.000004280047,0.016714437],"study_design_scores_gemma":[0.00022177103,0.00004569104,0.00012170027,0.00042172143,0.0000073961714,0.00001141353,0.0024558194,0.0006411564,0.9954368,0.00010354817,0.00038846218,0.00014456037],"about_ca_topic_score_codex":0.0000040288974,"about_ca_topic_score_gemma":0.0000054461425,"teacher_disagreement_score":0.046266362,"about_ca_system_score_codex":0.00005116374,"about_ca_system_score_gemma":0.000019889032,"threshold_uncertainty_score":0.56014836},"labels":[],"label_agreement":null},{"id":"W2994903648","doi":"10.1109/iemcon.2019.8936306","title":"Sliding Mode for an All-Digital Control and Readout of MEMS Gyroscopes","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gyroscope; Vibrating structure gyroscope; Demodulation; Digital control; Physics; Controller (irrigation); Bitstream; Computer science; Sliding mode control; Inertial measurement unit; Microelectromechanical systems; Vibration; Electronic engineering; Control theory (sociology); Acoustics; Engineering; Optoelectronics; Telecommunications; Artificial intelligence","score_opus":0.012848441164068001,"score_gpt":0.25313436084996427,"score_spread":0.24028591968589627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994903648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723209,0.00014692772,0.024303462,0.000019011788,0.000063713436,0.00023018598,0.00002140061,0.00034719586,0.0025471647],"genre_scores_gemma":[0.9937831,0.00003449054,0.0059138616,0.000011094441,0.000009919387,0.000011224239,0.0000032866033,0.000015083513,0.000217934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996658,3.2447352e-7,0.00009336062,0.000088928544,0.00003333545,0.00011823932],"domain_scores_gemma":[0.9997927,0.00004116249,0.00001355037,0.0001173332,0.000014464457,0.000020798649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023103443,0.00007053696,0.00013599727,0.000031061747,0.000010668221,0.000021216048,0.000055226763,0.000051209307,0.0000030653027],"category_scores_gemma":[0.000016356196,0.000058200538,0.000018173294,0.000021269221,0.000015668336,0.0002606083,0.000011243082,0.000034232602,0.0000020042808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013590303,0.000007036665,0.00016627369,0.000046591183,0.000024118934,1.3468258e-7,0.000065243585,0.0029700198,0.9842168,0.003517219,0.000121850164,0.008851134],"study_design_scores_gemma":[0.0019682073,0.00045975592,0.00017745941,0.000046395955,0.000019434632,0.000003927428,0.0007990826,0.07568184,0.9021908,0.0061725522,0.012121588,0.00035897538],"about_ca_topic_score_codex":0.00000724515,"about_ca_topic_score_gemma":0.000008079105,"teacher_disagreement_score":0.082026005,"about_ca_system_score_codex":0.000006916673,"about_ca_system_score_gemma":0.000002302472,"threshold_uncertainty_score":0.2373349},"labels":[],"label_agreement":null},{"id":"W2999172043","doi":"10.1109/sensors43011.2019.8956939","title":"Design and Characterization of a Tuning Fork Microresonator Based on Nonlinear 2:1 Internal Resonance","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tuning fork; Resonator; Resonance (particle physics); Microelectromechanical systems; Nonlinear system; Surface micromachining; Mechanical resonance; Natural frequency; Excitation; Gyroscope; Physics; Optoelectronics; Materials science; Acoustics; Optics; Vibration; Atomic physics; Fabrication","score_opus":0.007366181290597868,"score_gpt":0.2001272591753638,"score_spread":0.19276107788476593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999172043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86539364,0.000053235646,0.13387303,0.000016230348,0.00005448672,0.000117104486,0.0000031698785,0.00016791692,0.00032119837],"genre_scores_gemma":[0.9429966,0.000042216132,0.056755506,0.000037466627,0.000010652563,0.000005707607,0.0000033862964,0.000016695769,0.00013172228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969524,0.000001945913,0.00008989904,0.00008313929,0.00004591808,0.000083881474],"domain_scores_gemma":[0.9998184,0.00003353094,0.000019681529,0.00010334924,0.0000126552395,0.000012394545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037972193,0.00006741206,0.00009077743,0.000055743425,0.0000085223355,0.0000051431844,0.000053130145,0.000045628818,0.000015109874],"category_scores_gemma":[0.000008085933,0.00005876662,0.000011564422,0.000059146365,0.000014465665,0.00005848389,0.0000097543,0.000065997345,0.0000042042293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002405457,0.000005562872,0.00037419502,0.000025825006,0.0000023745163,6.720075e-7,0.000021119104,0.00071414927,0.98222613,0.000090366564,0.000008194595,0.016507369],"study_design_scores_gemma":[0.00025252177,0.000072220275,0.0026629055,0.00010748774,0.0000013725457,7.918845e-7,0.000012602281,0.2529668,0.74096453,0.000036317637,0.0028420999,0.00008032838],"about_ca_topic_score_codex":9.421816e-7,"about_ca_topic_score_gemma":2.5227766e-7,"teacher_disagreement_score":0.25225264,"about_ca_system_score_codex":0.00001155927,"about_ca_system_score_gemma":0.0000036440083,"threshold_uncertainty_score":0.23964334},"labels":[],"label_agreement":null},{"id":"W3003431293","doi":"10.1088/1361-6439/ab71e6","title":"Design and characterization of compact digital RF MEMS capacitors and phase shifters in CMOS 0.35 <i>µ</i> m technology","year":2020,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"CMOS; Microelectromechanical systems; Capacitor; Characterization (materials science); Electrical engineering; Electronic engineering; Engineering; Materials science; Optoelectronics; Voltage; Nanotechnology","score_opus":0.009008463967351995,"score_gpt":0.1945723822707412,"score_spread":0.1855639183033892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003431293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91890013,0.0015301309,0.07916216,0.00017438592,0.00008038212,0.00009062364,0.000012733525,0.000048458078,9.969242e-7],"genre_scores_gemma":[0.99462825,0.0027743855,0.002540634,0.00001199207,0.000018263414,8.14471e-7,0.0000012445449,0.000023670003,7.5556966e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999369,0.0000014967502,0.00032725008,0.00009823983,0.00004879578,0.00015516768],"domain_scores_gemma":[0.9997378,0.000020734464,0.00009772136,0.000052109877,0.000023784076,0.000067865236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068118345,0.00014666736,0.00031761246,0.00026221565,0.000014862362,0.000027464646,0.00007498248,0.00009780318,6.583088e-7],"category_scores_gemma":[0.000019670897,0.0001426019,0.00002191522,0.00019525585,0.00003248056,0.00023987987,0.00003261374,0.00023531291,7.171835e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020758247,0.000011529288,0.000022603055,0.00009711647,0.000025107229,0.000017938106,0.00022983336,0.00051661837,0.9888549,0.00003072049,0.000006908639,0.010166],"study_design_scores_gemma":[0.0011118451,0.00031579213,0.000046256326,0.0001727629,0.000015615735,0.00020138189,0.00023658073,0.008326484,0.98844093,0.00013187088,0.0008336323,0.0001668735],"about_ca_topic_score_codex":3.5706418e-7,"about_ca_topic_score_gemma":1.3260723e-7,"teacher_disagreement_score":0.07662152,"about_ca_system_score_codex":0.000019687162,"about_ca_system_score_gemma":0.000006285448,"threshold_uncertainty_score":0.5815137},"labels":[],"label_agreement":null},{"id":"W3005481134","doi":"10.1109/jmems.2020.2968069","title":"A Piezo-Avalanche Accelerometer","year":2020,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Accelerometer; Stress (linguistics); Voltage; Avalanche diode; Beam (structure); Breakdown voltage; Optoelectronics; Sensitivity (control systems); Spring (device); Air gap (plumbing); Acoustics; Optics; Electrical engineering; Structural engineering; Physics; Composite material; Electronic engineering; Engineering","score_opus":0.016512570047656033,"score_gpt":0.1871605587915959,"score_spread":0.17064798874393988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005481134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9222721,0.006306233,0.068664484,0.00077679654,0.0009446635,0.00020635594,0.0000056593526,0.00046004262,0.00036366106],"genre_scores_gemma":[0.9970372,0.0005433607,0.0018712265,0.000093421506,0.00039445455,0.0000036226838,4.1722276e-7,0.000035971443,0.000020332207],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884826,0.000011476385,0.00053271203,0.00010786732,0.00019744634,0.00030222785],"domain_scores_gemma":[0.9994585,0.000046956287,0.00014722756,0.00011797772,0.00007215078,0.00015717308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001511885,0.00015819597,0.00043758523,0.00008392815,0.00002400881,0.00004014276,0.0003442959,0.00014014597,0.000023963958],"category_scores_gemma":[0.000076630175,0.00012485207,0.00014707635,0.000277772,0.00001443167,0.00015103904,0.00003366412,0.00053121516,0.000032403463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018826171,0.000010846609,0.000003914325,0.00005778679,0.0000774627,0.000040049552,0.000035480844,0.00022607652,0.9912589,0.00021167897,0.0047969297,0.0032620553],"study_design_scores_gemma":[0.0015002389,0.0020998858,0.000051523966,0.00018911134,0.0000798079,0.0011626662,0.00030751876,0.0037540165,0.84157205,0.0010052825,0.14770797,0.000569947],"about_ca_topic_score_codex":9.831937e-7,"about_ca_topic_score_gemma":3.2791988e-7,"teacher_disagreement_score":0.14968687,"about_ca_system_score_codex":0.00008017844,"about_ca_system_score_gemma":0.000016728876,"threshold_uncertainty_score":0.50913197},"labels":[],"label_agreement":null},{"id":"W3011098993","doi":"10.3390/mi11030317","title":"A Simple and Robust Fabrication Process for SU-8 In-Plane MEMS Structures","year":2020,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Fabrication; Microelectromechanical systems; Surface micromachining; Materials science; Microsystem; Microfabrication; Etching (microfabrication); Dry etching; Bulk micromachining; Polyimide; Optoelectronics; Electronic engineering; Nanotechnology; Engineering; Layer (electronics)","score_opus":0.016837467225105998,"score_gpt":0.25094244774614965,"score_spread":0.23410498052104367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011098993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930635,0.0010775285,0.004979696,0.000288925,0.00003403518,0.00017699717,0.000028581426,0.00031562432,0.00003512199],"genre_scores_gemma":[0.9964021,0.00008124863,0.0033110857,0.00007946939,0.000050017487,0.000029736577,0.000023321849,0.000017605704,0.000005401953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996387,7.595236e-7,0.000099055906,0.000121472935,0.00002709341,0.00011292325],"domain_scores_gemma":[0.9998678,0.000019120842,0.00001526728,0.00005790379,0.000017255761,0.000022637061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000015721766,0.00009095953,0.00011231545,0.000034257308,0.00002548546,0.000014665191,0.00007097544,0.000046945548,0.0000034478928],"category_scores_gemma":[0.000062925195,0.00007889315,0.00001161336,0.00009566427,0.000016617141,0.00006727111,0.000014525926,0.00006781915,6.2767606e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014652791,0.0000043679192,0.0014980403,0.0002660677,0.000010356908,0.0000017923442,0.00034714374,0.010690816,0.97367245,0.0001300632,0.0012069321,0.012157335],"study_design_scores_gemma":[0.0013541555,0.00014341457,0.021941327,0.000030887815,0.000020541369,0.000016471427,0.0004320628,0.018018318,0.91340464,0.020522838,0.023507796,0.0006075548],"about_ca_topic_score_codex":0.000011615347,"about_ca_topic_score_gemma":0.00003531235,"teacher_disagreement_score":0.0602678,"about_ca_system_score_codex":0.0000072984376,"about_ca_system_score_gemma":0.0000025550596,"threshold_uncertainty_score":0.32171693},"labels":[],"label_agreement":null},{"id":"W3014616410","doi":"10.3390/s20072010","title":"Mass Sensors Based on Capacitive and Piezoelectric Micromachined Ultrasonic Transducers—CMUT and PMUT","year":2020,"lang":"en","type":"review","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor; Agricultural Adaptation Council; CMC Microsystems","keywords":"Capacitive micromachined ultrasonic transducers; Capacitive sensing; Microelectromechanical systems; Ultrasonic sensor; Piezoelectricity; Transducer; PMUT; Surface micromachining; Acoustics; Electronic circuit; Bulk micromachining; Materials science; Electronic engineering; Optoelectronics; Electrical engineering; Fabrication; Engineering; Physics","score_opus":0.013411282387800804,"score_gpt":0.2406072982653713,"score_spread":0.2271960158775705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014616410","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059160558,0.9908034,0.00020058436,0.0000615015,0.00015202568,0.00073881453,0.00018740703,0.0009971723,0.0009430284],"genre_scores_gemma":[0.005559393,0.9927801,0.0012473878,0.000024840707,0.00007040644,0.000038260943,0.000033788103,0.00016328355,0.00008255305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983707,0.000037907717,0.00037213112,0.0005946661,0.00015039284,0.0004741773],"domain_scores_gemma":[0.99908286,0.00036209618,0.000090397145,0.0003000217,0.000017080949,0.00014751252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007003788,0.00072692125,0.0014304805,0.00034964364,0.00008661843,0.000038435457,0.000145593,0.0004966553,0.000012651189],"category_scores_gemma":[0.000092809554,0.0006306578,0.00021681876,0.00047876025,0.0001446391,0.000043992775,0.000012980769,0.0010014793,0.000021719932],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011893282,0.000010693348,6.2307095e-7,0.0061073103,0.00019744989,0.0001586164,0.00012334193,0.0005188987,0.0011067879,0.00006928342,0.00011619918,0.9915789],"study_design_scores_gemma":[0.000741796,0.00035238513,0.000005310495,0.0046125436,0.00073879905,0.00017699222,0.0001580983,0.0068856017,0.0021680414,0.00015498871,0.98236346,0.0016419525],"about_ca_topic_score_codex":0.0000067230494,"about_ca_topic_score_gemma":0.0000039535257,"teacher_disagreement_score":0.98993695,"about_ca_system_score_codex":0.00013828838,"about_ca_system_score_gemma":0.000039443938,"threshold_uncertainty_score":0.9996145},"labels":[],"label_agreement":null},{"id":"W3016197642","doi":"10.3390/mi11040401","title":"A Method to Enhance Stroke Level of a MEMS Micromirror with Repulsive Electrostatic Force","year":2020,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor; CMC Microsystems","keywords":"Microelectromechanical systems; Deflection (physics); Fabrication; Electrode; Materials science; Digital micromirror device; Optoelectronics; Optics; Nanotechnology; Physics","score_opus":0.022131471612902125,"score_gpt":0.29367038957550756,"score_spread":0.27153891796260543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016197642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7859846,0.0004893949,0.21219769,0.00045121502,0.000021849502,0.0002581848,0.00011503791,0.00033682247,0.00014523284],"genre_scores_gemma":[0.5133052,0.0000328246,0.48595926,0.00025787373,0.00002258996,0.000040702078,0.0000059694753,0.000051356565,0.0003242155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917555,0.0000057791262,0.00021749108,0.00024644047,0.00008824871,0.0002665149],"domain_scores_gemma":[0.9995739,0.000056904086,0.00005217435,0.000200872,0.00004483504,0.00007130032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004876635,0.00020513109,0.00032951072,0.000070944065,0.000031706328,0.000010644898,0.0002120444,0.00005650021,0.0000102043205],"category_scores_gemma":[0.000042745174,0.00016661847,0.000050409242,0.00029960944,0.000031720338,0.00007674926,0.00005131778,0.00016851166,0.000009570291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054333697,0.000008875925,0.000019563782,0.00009893949,0.00005150396,0.000007795027,0.00057795504,0.00053504074,0.9887075,0.000027270837,0.00052762585,0.009383595],"study_design_scores_gemma":[0.00020362536,0.00028707253,0.00021819408,0.00004116864,0.000018514824,0.0000145482445,0.00013503431,0.000279823,0.9949651,0.00016188572,0.003467819,0.00020724729],"about_ca_topic_score_codex":0.000043651024,"about_ca_topic_score_gemma":0.00007983787,"teacher_disagreement_score":0.27376157,"about_ca_system_score_codex":0.00002475255,"about_ca_system_score_gemma":0.000013166867,"threshold_uncertainty_score":0.6794504},"labels":[],"label_agreement":null},{"id":"W3018049078","doi":"10.1109/ifetc46817.2019.9073765","title":"Minimizing Stiction of Microelectromechanical Systems (MEMS) Through Solution-Phase Surface Modification with Alcohols","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stiction; Microelectromechanical systems; Materials science; Microscale chemistry; Fabrication; Nanotechnology; Surface tension","score_opus":0.01862654228265222,"score_gpt":0.25796374656671156,"score_spread":0.23933720428405933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018049078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7327319,0.0002764637,0.26521188,0.000020510437,0.00014652255,0.00027770957,0.000006391016,0.00049742823,0.0008311887],"genre_scores_gemma":[0.98475754,0.00015605839,0.014839652,0.0000026399935,0.000013518861,0.000013522472,0.000011801194,0.000023491493,0.00018176025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993083,0.0000033968029,0.00021185567,0.00016388661,0.00011331582,0.00019928602],"domain_scores_gemma":[0.9995779,0.000037390702,0.000054050306,0.0002606301,0.000051023875,0.000019054318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059608523,0.00012042159,0.00019436586,0.00003827034,0.000026222488,0.000012175896,0.00009344237,0.00010189508,0.0000112470825],"category_scores_gemma":[0.000008184862,0.00010044757,0.000026539261,0.00018400692,0.0000221953,0.00021296147,0.0000139276135,0.00011542179,0.000021523794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019090141,0.000028579921,0.000008531061,0.00007086422,0.000026261274,5.7204807e-7,0.000032117277,0.03927856,0.9558811,0.0041165315,0.00013452912,0.00040321695],"study_design_scores_gemma":[0.0008502459,0.0002721564,0.000016434018,0.000073833406,0.000018396633,0.000017056525,0.0003704894,0.057344425,0.9396037,0.00030250382,0.00093995995,0.00019081458],"about_ca_topic_score_codex":0.000041851108,"about_ca_topic_score_gemma":0.000004370497,"teacher_disagreement_score":0.25202566,"about_ca_system_score_codex":0.00006538233,"about_ca_system_score_gemma":0.000009840375,"threshold_uncertainty_score":0.4096133},"labels":[],"label_agreement":null},{"id":"W3023183568","doi":"10.1006/rwvb.2001.0073","title":"MEMS, GENERAL PROPERTIES","year":2001,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Computer science","score_opus":0.0194795955345323,"score_gpt":0.20888796785118258,"score_spread":0.18940837231665028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023183568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004088608,0.007985126,0.000011725568,0.000015686706,0.00047622656,0.000288924,0.000012545258,0.0014972801,0.98930365],"genre_scores_gemma":[0.0004665515,0.0027237814,0.00065749243,0.00005257299,0.00039239103,0.00005257343,0.000008921539,0.00018004313,0.9954657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989476,9.475567e-7,0.0002878543,0.00026905633,0.0001691012,0.00032541173],"domain_scores_gemma":[0.9993498,0.0000069946786,0.000051070492,0.0004950388,0.000037382488,0.000059735343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000038354432,0.00044100062,0.00043095494,0.00013088605,0.000059649607,0.000026316713,0.00026248937,0.0004413441,0.00012096844],"category_scores_gemma":[0.0000060722496,0.00037966692,0.00011976385,0.000010457316,0.00012363389,0.00004411227,0.00008843974,0.00053881813,0.00020700503],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022222778,0.0000011735297,1.1820652e-7,0.00007909614,0.00006455117,0.00003955166,0.00002584348,0.000053750326,0.004981967,0.0026182209,0.00067682134,0.9914567],"study_design_scores_gemma":[0.00009200121,0.000022202274,6.9202974e-7,0.00023281478,0.000031086594,0.000024186538,0.000004010107,0.00001759966,0.007862603,0.009655737,0.98157525,0.0004818189],"about_ca_topic_score_codex":2.6329866e-7,"about_ca_topic_score_gemma":0.000014683517,"teacher_disagreement_score":0.99097484,"about_ca_system_score_codex":0.00009261328,"about_ca_system_score_gemma":0.000020958352,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W3025091481","doi":"10.1109/jmems.2020.2992179","title":"Low-Friction, High-Speed Rotary 3-Phase Micromotor Using the PolyMUMPS Process","year":2020,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stator; Rotor (electric); Torque; Mechanical engineering; Process (computing); RADIUS; Materials science; Fabrication; Computer science; Engineering; Physics","score_opus":0.014762516423660749,"score_gpt":0.24753100875393594,"score_spread":0.2327684923302752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025091481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452399,0.0033862444,0.049593005,0.00055461156,0.00071978936,0.00027893242,0.00001022179,0.00020919825,0.000008080944],"genre_scores_gemma":[0.99788696,0.00032915262,0.00089936046,0.00009366929,0.00072456495,0.0000038001729,0.0000011404808,0.00005257854,0.000008755152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836844,0.000027027461,0.00072613393,0.0001603641,0.00026920027,0.00044884766],"domain_scores_gemma":[0.99914426,0.000053691194,0.00029087774,0.00017691072,0.00015685917,0.0001774115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020138088,0.00023083236,0.00047687528,0.000092238355,0.0001153096,0.00006612907,0.0004861712,0.00016684194,0.000014170737],"category_scores_gemma":[0.00008850211,0.00015804934,0.00015377498,0.0004641395,0.000032245447,0.00021875062,0.0000370178,0.0006982808,0.00000733584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006361183,0.000047204227,0.0000010942683,0.00010823196,0.00010957673,0.000044974742,0.00009757634,0.0023936424,0.9953887,0.000061976025,0.00058223074,0.0011011794],"study_design_scores_gemma":[0.0011762815,0.00079196744,0.0000025837037,0.00017373521,0.000068884096,0.0008618244,0.0003741548,0.01489074,0.9787601,0.0002614342,0.0023944117,0.00024387002],"about_ca_topic_score_codex":0.000010442062,"about_ca_topic_score_gemma":9.171926e-7,"teacher_disagreement_score":0.05264706,"about_ca_system_score_codex":0.00018359275,"about_ca_system_score_gemma":0.000057828078,"threshold_uncertainty_score":0.64450645},"labels":[],"label_agreement":null},{"id":"W3025747650","doi":"10.1088/1361-6439/ab9203","title":"Frequency characteristics and thermal compensation of MEMS devices based on geometric anti-spring","year":2020,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China","keywords":"Spring (device); Microelectromechanical systems; Compensation (psychology); Thermal; Materials science; Mechanical engineering; Electronic engineering; Engineering; Structural engineering; Acoustics; Optoelectronics; Physics","score_opus":0.010006329065023812,"score_gpt":0.1889237366245911,"score_spread":0.1789174075595673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025747650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643924,0.002017322,0.0332658,0.00006779125,0.00013830398,0.000053701453,0.000009119368,0.000048231785,0.000007311784],"genre_scores_gemma":[0.98952,0.0012777628,0.0090942085,0.00003334234,0.000047577174,5.305589e-7,7.7165026e-7,0.000025450123,3.4015312e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934536,0.0000022431457,0.0003359409,0.00008771695,0.000086597356,0.00014215506],"domain_scores_gemma":[0.99962634,0.000043361877,0.00014027132,0.000068715766,0.000053964497,0.000067352725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010129828,0.00014223605,0.00030383308,0.00025035162,0.000023987053,0.000020748423,0.00009802604,0.000068475645,0.0000028544548],"category_scores_gemma":[0.00004194886,0.00013248848,0.000042742733,0.00020511526,0.000013255748,0.00010593202,0.000026892938,0.0002308275,3.2659403e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051077755,0.00000770364,0.00021759047,0.00020695878,0.000025523585,0.000011026905,0.00004671083,0.004115471,0.9881271,0.00007366678,0.000003899004,0.0071592573],"study_design_scores_gemma":[0.0006916727,0.00029207696,0.009224997,0.00036440452,0.00004689943,0.000043859,0.000091758215,0.05549029,0.93296593,0.00003410101,0.00048930116,0.00026473243],"about_ca_topic_score_codex":0.000001330787,"about_ca_topic_score_gemma":2.7593987e-7,"teacher_disagreement_score":0.055161174,"about_ca_system_score_codex":0.000020173955,"about_ca_system_score_gemma":0.0000074464224,"threshold_uncertainty_score":0.5402723},"labels":[],"label_agreement":null},{"id":"W3036472142","doi":"10.1109/jmems.2020.3000154","title":"FPCB Masked One-Step Etching Large Aperture Mirror for LiDAR","year":2020,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Deep reactive-ion etching; Optics; Microfabrication; Wafer; Etching (microfabrication); Materials science; Aperture (computer memory); Radius of curvature; Fabrication; Optoelectronics; Nanotechnology; Physics; Reactive-ion etching; Curvature; Layer (electronics); Acoustics","score_opus":0.01990902104380014,"score_gpt":0.22751705765191624,"score_spread":0.2076080366081161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036472142","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34386486,0.008351288,0.64208907,0.002838518,0.0012134913,0.00081413414,0.00006826224,0.00064990035,0.00011048428],"genre_scores_gemma":[0.98254883,0.0003710949,0.016250521,0.000276359,0.00041126244,0.000018017923,0.0000035752305,0.00007723149,0.00004309326],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983905,0.00001636116,0.0006855383,0.0001753904,0.0002253608,0.00050682516],"domain_scores_gemma":[0.9991488,0.00016950819,0.00022990018,0.00015112181,0.00011380879,0.00018689584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029592545,0.00022755908,0.00063018885,0.00009164309,0.000073726944,0.000054332893,0.00039401124,0.00026234012,0.000011786957],"category_scores_gemma":[0.00027255368,0.00019246968,0.0002609562,0.00021840249,0.000010535922,0.00017180375,0.00004081358,0.00068954396,0.000012625331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007164705,0.000031532156,0.0000016996147,0.0002400742,0.00013876965,0.000019466379,0.00006987292,0.000045538884,0.99531317,0.001172678,0.0018961753,0.0009994078],"study_design_scores_gemma":[0.0036040668,0.0026923474,0.000014865318,0.0005433642,0.00015247331,0.00047449212,0.0007826831,0.017241662,0.39195782,0.0012327543,0.58051753,0.00078595144],"about_ca_topic_score_codex":0.0000023920645,"about_ca_topic_score_gemma":0.000003891047,"teacher_disagreement_score":0.638684,"about_ca_system_score_codex":0.00012653958,"about_ca_system_score_gemma":0.000028557566,"threshold_uncertainty_score":0.7848686},"labels":[],"label_agreement":null},{"id":"W3038042145","doi":"10.3390/s20123594","title":"Measurement of In-Plane Motions in MEMS","year":2020,"lang":"en","type":"letter","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Planar; Plane (geometry); Microelectromechanical systems; Actuator; Vibration; Acoustics; Optics; Physics; Modal analysis; Modal; Laser Doppler vibrometer; Computer science; Laser; Materials science; Geometry; Mathematics; Artificial intelligence; Optoelectronics; Laser beams","score_opus":0.024529708606635635,"score_gpt":0.2168016146841712,"score_spread":0.19227190607753555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038042145","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4894753,0.0033485454,0.00022955694,0.49223146,0.0019445415,0.0012583111,0.000176407,0.0021120503,0.009223822],"genre_scores_gemma":[0.9444962,0.0027759802,0.0034332501,0.047089394,0.0011730519,0.00011412901,0.00013292515,0.00032006306,0.00046500558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992461,0.000004016321,0.00023154594,0.00014147766,0.00018309141,0.00019374891],"domain_scores_gemma":[0.99974567,0.000012584119,0.000030077506,0.00018502885,0.00001562075,0.000011017985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000359372,0.00015128114,0.0002841962,0.00021548812,0.0000052726305,0.0000026229998,0.00011611642,0.00027769752,0.000009501487],"category_scores_gemma":[0.000047101847,0.00015509884,0.00003850804,0.00020202363,0.000026921265,0.000017173734,0.00001889706,0.0009315044,0.0000146257935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006568213,0.00004051432,0.00021456608,0.0018491828,0.00013123843,0.0021482732,0.00046511443,0.0699681,0.1859154,0.00005437711,0.73399705,0.005209607],"study_design_scores_gemma":[0.00068128447,0.00007581451,0.0017859954,0.0009953754,0.000027912178,0.00001263562,0.00021792456,0.000633553,0.117621966,0.0018785715,0.8752094,0.0008595919],"about_ca_topic_score_codex":0.000039086754,"about_ca_topic_score_gemma":0.00012469984,"teacher_disagreement_score":0.4550209,"about_ca_system_score_codex":0.000104679086,"about_ca_system_score_gemma":0.000008036812,"threshold_uncertainty_score":0.6324747},"labels":[],"label_agreement":null},{"id":"W3039042326","doi":"10.1115/1.4047720","title":"Design and Configuration of Folded Platonic Strapdowns of Biaxial MEMS Accelerometers","year":2020,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Accelerometer; Inertial measurement unit; Microelectromechanical systems; Gyroscope; Miniaturization; Acceleration; Rotary encoder; Encoder; Engineering; Computer science; Acoustics; Physics; Aerospace engineering; Electrical engineering","score_opus":0.05825254999536871,"score_gpt":0.24327210813268463,"score_spread":0.1850195581373159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039042326","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14086787,0.00031761892,0.8584321,0.00010452043,0.000092981165,0.00013421116,0.0000018051917,0.000037649446,0.000011221614],"genre_scores_gemma":[0.9155476,0.00058129104,0.083810695,0.00001453667,0.000028434044,0.0000014783444,2.1166615e-7,0.000014684372,0.0000010874639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990515,0.000021250673,0.0005259328,0.000080674865,0.00019540041,0.00012523645],"domain_scores_gemma":[0.9992955,0.00022989433,0.00023849157,0.000079481484,0.00007207369,0.00008456668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028734282,0.00011257946,0.0003787843,0.0000929823,0.000013931902,0.000008243398,0.00016438772,0.00012810965,0.000022735017],"category_scores_gemma":[0.0001768498,0.00009377389,0.00007385085,0.00016205259,0.00004668215,0.00017041872,0.000017416467,0.00022308227,6.312173e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001357605,0.000014927177,4.3661677e-7,0.000042403062,0.000071540126,0.000008275697,0.000066285524,0.01362717,0.9769448,0.00052155985,0.00014525012,0.008421614],"study_design_scores_gemma":[0.0007022321,0.0011146722,0.000021621707,0.00005746695,0.000044581677,0.000021705971,0.000090092464,0.010224139,0.98447883,0.0031132966,0.000042914828,0.00008847305],"about_ca_topic_score_codex":5.4674e-7,"about_ca_topic_score_gemma":1.1320866e-7,"teacher_disagreement_score":0.7746797,"about_ca_system_score_codex":0.000017738894,"about_ca_system_score_gemma":0.000028187149,"threshold_uncertainty_score":0.3823988},"labels":[],"label_agreement":null},{"id":"W3045443445","doi":"10.1109/jsen.2020.3010503","title":"Development of a Self-Monitored 3D Stress Sensor for Adhesive Degradation Detection in Multilayer Assemblies","year":2020,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Materials science; Adhesive; Composite material; Piezoresistive effect; Shear stress; Stress (linguistics); Microelectromechanical systems; Structural engineering; Layer (electronics); Optoelectronics","score_opus":0.025611934075816193,"score_gpt":0.2545185908834756,"score_spread":0.22890665680765943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045443445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756268,0.00007063696,0.023593483,0.00003201573,0.00029453053,0.00017436665,0.000006112166,0.00018390677,0.000018101966],"genre_scores_gemma":[0.8716832,0.00009685236,0.12806623,0.000005118417,0.00010602635,0.000011871307,0.0000010034037,0.000023172524,0.0000065517656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992036,0.0000073374686,0.00035493175,0.000108471584,0.00012961544,0.00019601789],"domain_scores_gemma":[0.9996334,0.000056145378,0.00010533345,0.000060249124,0.0000907508,0.000054139808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007429807,0.00013121872,0.00019058847,0.00015052929,0.00006440192,0.00001802146,0.00007742941,0.00010236791,0.0000016805824],"category_scores_gemma":[0.000076772,0.00012479356,0.00004764928,0.00016208272,0.000012571394,0.00015359318,0.000007857044,0.0002321211,0.000002146106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042838314,0.000019438676,0.00013405742,0.00007940717,0.000044672284,0.000007970996,0.0014466853,0.0315014,0.9397204,0.0000010799863,0.00003110632,0.026970977],"study_design_scores_gemma":[0.0005610505,0.000051809086,0.0011456101,0.00005215498,0.000010556448,0.00001538573,0.0015367256,0.018826745,0.976373,0.000014611161,0.0012717752,0.00014058055],"about_ca_topic_score_codex":0.0000012426809,"about_ca_topic_score_gemma":0.00002169052,"teacher_disagreement_score":0.10447274,"about_ca_system_score_codex":0.00010223727,"about_ca_system_score_gemma":0.00002242766,"threshold_uncertainty_score":0.5088934},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.013995773788384052,"score_gpt":0.1955871013508909,"score_spread":0.18159132756250687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3052846728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88245744,0.0020845488,0.1110461,0.00007479762,0.00003270076,0.00032116895,0.0000028052532,0.0039447397,0.000035724337],"genre_scores_gemma":[0.78712505,0.00006870007,0.21270941,0.0000035033672,0.0000051483,0.000048401907,7.048893e-7,0.000035566645,0.0000034867057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988875,0.0000032912158,0.000371423,0.00029307022,0.00013283233,0.00031192953],"domain_scores_gemma":[0.9995535,0.000050556704,0.000097837525,0.00023194653,0.000034985358,0.00003114257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012610876,0.00024334733,0.0003511928,0.00012860089,0.00009620792,0.00003413756,0.00024135294,0.00019509834,0.0000013050312],"category_scores_gemma":[0.000060898376,0.00019973169,0.000019113213,0.00026912524,0.00011972915,0.00016651378,0.00024231593,0.00026171247,0.000002826107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000114511195,0.0000053449326,0.00055195263,0.00052317785,0.000042899494,0.000030293639,0.0006442666,0.0011082201,0.977378,0.00009307204,0.000013778259,0.019597512],"study_design_scores_gemma":[0.00025603874,0.000070318856,0.0001153947,0.00026564838,0.000006765525,0.000025240559,0.0040809065,0.0006695449,0.99300146,0.000034899254,0.0012111708,0.0002625886],"about_ca_topic_score_codex":0.000002828207,"about_ca_topic_score_gemma":0.00001108672,"teacher_disagreement_score":0.101663314,"about_ca_system_score_codex":0.00004831429,"about_ca_system_score_gemma":0.000028549757,"threshold_uncertainty_score":0.81448215},"labels":[],"label_agreement":null},{"id":"W3066981371","doi":"10.1109/pn50013.2020.9166952","title":"Asymmetric Stiff Slab Waveguide Actuation With Footprint-Optimized Mechanical Platform","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microelectromechanical systems; Footprint; Slab; Photonics; Waveguide; Electronic engineering; Electronic circuit; Computer science; Photonic integrated circuit; Materials science; Optoelectronics; Engineering; Electrical engineering; Structural engineering; Geology","score_opus":0.021353210325551705,"score_gpt":0.21120477817201777,"score_spread":0.18985156784646606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3066981371","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15868929,0.00011397621,0.8108314,0.00071617024,0.000108984816,0.00032532873,0.0000022400645,0.003828072,0.02538449],"genre_scores_gemma":[0.85485685,0.00014484214,0.14470609,0.0001004495,0.00003879277,0.000021780741,0.000004382562,0.00003283709,0.00009399726],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930453,8.9397486e-7,0.0001655034,0.00017439155,0.00014336171,0.00021130993],"domain_scores_gemma":[0.9996549,0.000052026353,0.000022223798,0.00016363044,0.000027407545,0.00007982518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003913022,0.00014744508,0.00018319016,0.00008169385,0.00003137688,0.000020060203,0.00013653946,0.000101469035,0.00005267512],"category_scores_gemma":[0.0001109903,0.00010969696,0.00003399126,0.00043524554,0.000017001805,0.000116698655,0.000047993894,0.00019192754,0.000042304506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019674598,0.00003764017,0.0000070323176,0.00009872355,0.00017470989,0.00003981154,0.00015502106,0.04110896,0.40916413,0.019796733,0.0016545763,0.5275659],"study_design_scores_gemma":[0.0015146582,0.0002653485,0.00009194396,0.000016626278,0.000025418882,0.000008340059,0.0002538612,0.08182519,0.90069616,0.001722008,0.013194087,0.0003863475],"about_ca_topic_score_codex":0.0000045550664,"about_ca_topic_score_gemma":0.000007181139,"teacher_disagreement_score":0.6961675,"about_ca_system_score_codex":0.00004495819,"about_ca_system_score_gemma":0.000009176246,"threshold_uncertainty_score":0.4473312},"labels":[],"label_agreement":null},{"id":"W3083104865","doi":"10.1109/tmtt.2020.3018141","title":"Thermally Actuated SOI RF MEMS-Based Fully Integrated Passive Reflective-Type Analog Phase Shifter for mmWave Applications","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Phase shift module; Silicon on insulator; Materials science; Microelectromechanical systems; Insertion loss; Radio frequency; Bandwidth (computing); Optoelectronics; Wafer; True time delay; Electronic engineering; Phased array; Electrical engineering; Antenna (radio); Engineering; Silicon; Telecommunications","score_opus":0.017353943286601062,"score_gpt":0.27786031523294763,"score_spread":0.26050637194634657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083104865","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063580126,0.00011965927,0.93228114,0.00022759811,0.00004781584,0.00096181827,0.00018006984,0.0022453177,0.000356473],"genre_scores_gemma":[0.98094934,0.00023713005,0.017513873,0.00042370424,0.000031166524,0.00070477533,0.00002979238,0.00006694881,0.000043284326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909335,0.000020120284,0.00024424068,0.000323983,0.00006261734,0.00025568047],"domain_scores_gemma":[0.9992905,0.0002123876,0.00005317186,0.00024361178,0.00011598397,0.000084290914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000120676494,0.00029436842,0.0002701839,0.00016785206,0.000188705,0.00003352476,0.00016815787,0.00022939684,0.00003965713],"category_scores_gemma":[0.00001323094,0.00026376103,0.00010544969,0.00037211092,0.00017363775,0.00013214991,0.0000019596555,0.00041263975,0.000005741225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005455206,0.00007944233,7.2506865e-8,0.000042179552,0.00007930128,0.0000024806727,0.000118972814,0.00018669867,0.82093656,0.00059799117,0.00010548888,0.1773053],"study_design_scores_gemma":[0.00056554005,0.00067100534,5.1369346e-7,0.000040885385,0.000073625815,0.000003853574,0.00013588516,0.00019218877,0.97876894,0.013307108,0.005945443,0.00029499998],"about_ca_topic_score_codex":0.000001967004,"about_ca_topic_score_gemma":0.000011378263,"teacher_disagreement_score":0.9173692,"about_ca_system_score_codex":0.00006014209,"about_ca_system_score_gemma":0.000032103348,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W3083118668","doi":"10.1088/1361-6439/abb52e","title":"A rapid technique to integrate micro-components on released MEMS dies using SU-8","year":2020,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Microelectromechanical systems; Layer (electronics); Polyhedron; Materials science; Nanotechnology; Die (integrated circuit); Process (computing); Mechanical engineering; Engineering drawing; Computer science; Engineering","score_opus":0.021924976946457835,"score_gpt":0.21214210290696384,"score_spread":0.190217125960506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083118668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8756234,0.0023785199,0.121098004,0.00021358918,0.00028979906,0.00019128881,0.000014168876,0.00018127287,0.00000997074],"genre_scores_gemma":[0.93554956,0.0021844006,0.061887063,0.00015621103,0.00012211832,0.000005882372,0.000001246745,0.000088189845,0.0000053200897],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897736,0.0000042030188,0.0004283233,0.00017071943,0.000108130866,0.0003112665],"domain_scores_gemma":[0.9994909,0.000027071701,0.00009602094,0.00013145425,0.0000665414,0.00018801146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012716348,0.0002783064,0.00042220796,0.00030041553,0.000050015096,0.00005040257,0.0002322763,0.00011500357,0.000004731853],"category_scores_gemma":[0.00005103155,0.0002552093,0.00010624677,0.000269939,0.000013633823,0.00015116313,0.00007901292,0.00049197016,0.0000031503043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003700086,0.000011361995,0.0000013798463,0.00009338269,0.000054069416,0.00004909742,0.00014881225,0.0035171157,0.9913127,0.00004725443,0.0001591446,0.004568713],"study_design_scores_gemma":[0.00036642628,0.00029188299,0.000010028316,0.00040643616,0.000024346766,0.00020263765,0.0001457941,0.0031466426,0.9842588,0.00011800469,0.0107550975,0.00027395933],"about_ca_topic_score_codex":0.00000265477,"about_ca_topic_score_gemma":3.731307e-7,"teacher_disagreement_score":0.059926182,"about_ca_system_score_codex":0.00009639036,"about_ca_system_score_gemma":0.0000115357425,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W3084801339","doi":"10.1186/s43067-020-00022-7","title":"A flexible model for studying fringe field effect on parallel plate actuators","year":2020,"lang":"en","type":"article","venue":"Journal of Electrical Systems and Information Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Actuator; Voltage; MATLAB; Electric field; Engineering; Control theory (sociology); Computer science; Electrical engineering; Physics","score_opus":0.014144825627914429,"score_gpt":0.23506961954654657,"score_spread":0.22092479391863212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084801339","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2281188,0.0006118705,0.7695975,0.00067497214,0.000117974385,0.00033539318,0.000002277148,0.00035270807,0.00018849973],"genre_scores_gemma":[0.99656653,0.00031120778,0.00292086,0.00012142748,0.000038682818,0.000027263404,5.116875e-7,0.0000082177885,0.0000052784417],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924374,0.0000024945364,0.00042531133,0.000051313054,0.00009853159,0.00017863164],"domain_scores_gemma":[0.9995603,0.00010412178,0.00016361679,0.000065223074,0.00005501231,0.000051758434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011295056,0.00011277306,0.00029362846,0.00030310426,0.00005415434,0.000028653963,0.00012691533,0.00021347158,4.995006e-7],"category_scores_gemma":[0.0002544978,0.000084306936,0.000049172922,0.0002646477,0.000012571892,0.00048732964,0.000018780514,0.0003472095,0.0000022933664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063532003,0.000035730438,0.00021191285,0.00076410687,0.00028565596,0.000008373295,0.00061565917,0.22807117,0.015515912,0.06377471,0.0085349865,0.68154645],"study_design_scores_gemma":[0.0018657752,0.005847482,0.000020362833,0.00010880049,0.000031123076,0.00006704609,0.00017977353,0.9362577,0.03197779,0.0026051141,0.020777078,0.00026194588],"about_ca_topic_score_codex":4.6356402e-7,"about_ca_topic_score_gemma":6.271599e-8,"teacher_disagreement_score":0.76844776,"about_ca_system_score_codex":0.000040396146,"about_ca_system_score_gemma":0.000010185055,"threshold_uncertainty_score":0.3437937},"labels":[],"label_agreement":null},{"id":"W3093561565","doi":"10.1109/sas48726.2020.9220044","title":"Effect of Oscillator Phase Noise on Synchronous Demodulation Measurement Systems for Sensing Applications","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Demodulation; Phase noise; Oscillator phase noise; Noise (video); Computer science; Electronic engineering; Control theory (sociology); Noise measurement; Bandwidth (computing); Noise reduction; Acoustics; Physics; Noise figure; Telecommunications; Engineering","score_opus":0.020097039193467975,"score_gpt":0.26011315146730785,"score_spread":0.24001611227383987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093561565","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20810421,0.00034140324,0.78938353,0.00004440852,0.00007463139,0.0010937108,0.000009553396,0.0006459651,0.0003025581],"genre_scores_gemma":[0.9969212,0.000021522408,0.0028951834,0.0000076797805,0.00005421791,0.00007661647,0.000003271346,0.00001777313,0.0000025466413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995415,0.0000032598377,0.00014437005,0.0001105093,0.0001028557,0.000097455326],"domain_scores_gemma":[0.99971277,0.00005842595,0.00002866681,0.00012571305,0.00004237794,0.000032054966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009160327,0.000089987065,0.00015303542,0.000032031192,0.000031255455,0.0000062153536,0.000041444633,0.000047273264,8.367642e-7],"category_scores_gemma":[0.000052335166,0.00007559596,0.00003627128,0.00008777145,0.000010787726,0.00003191837,0.000006828609,0.000040651186,0.000004441723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003465355,0.000011213581,0.000003086399,0.00053630746,0.000027829106,2.1908448e-7,0.00002113074,0.11032899,0.8006053,0.00040868143,0.00022881741,0.08779375],"study_design_scores_gemma":[0.00080984447,0.00052461895,0.0000052241785,0.000043022585,0.00002358036,6.782255e-7,0.00002533943,0.27228615,0.72045285,0.00003165587,0.005687593,0.00010942448],"about_ca_topic_score_codex":0.0000024380838,"about_ca_topic_score_gemma":6.9468837e-7,"teacher_disagreement_score":0.788817,"about_ca_system_score_codex":0.000064405125,"about_ca_system_score_gemma":0.00000430362,"threshold_uncertainty_score":0.3082714},"labels":[],"label_agreement":null},{"id":"W3094308423","doi":"10.1109/sas48726.2020.9220040","title":"Demonstration of a Nonlinear Angular Rate Sensor based on Internal Resonance","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nonlinear system; Resonance (particle physics); Computer science; Physics; Atomic physics; Quantum mechanics","score_opus":0.012086216732404757,"score_gpt":0.21731310712555313,"score_spread":0.20522689039314837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094308423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8623402,0.00013200042,0.1283542,0.0008335019,0.000070767,0.00012312671,0.000014469786,0.00085065555,0.007281085],"genre_scores_gemma":[0.9623644,0.000022131857,0.037339166,0.00018310799,0.000026705897,0.0000026512037,0.000001806677,0.000010132082,0.000049926854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999709,0.0000018576578,0.000097353884,0.00007440706,0.000047371625,0.00006997826],"domain_scores_gemma":[0.99984485,0.000026002945,0.000013730301,0.00008222773,0.000013561305,0.000019646197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020562575,0.000059457074,0.000078448305,0.000022330189,0.000006011766,0.0000032047355,0.000053789216,0.00003713421,0.000018140636],"category_scores_gemma":[0.00004477839,0.00005161711,0.000023100094,0.000083770385,0.000018174522,0.000035674242,0.000007008966,0.000079535486,0.000008054256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044901066,0.00001450187,0.00018388686,0.000048320664,0.0000057674174,0.00001408373,0.000033338114,0.04239345,0.93861383,0.0005126079,0.00070157956,0.017433714],"study_design_scores_gemma":[0.00018066076,0.00008304122,0.0003019069,0.000019343583,0.0000017489704,3.4052644e-7,0.000040132472,0.27320382,0.72065115,0.00003399347,0.0054234485,0.00006043024],"about_ca_topic_score_codex":0.0000023263988,"about_ca_topic_score_gemma":0.0000019501615,"teacher_disagreement_score":0.23081036,"about_ca_system_score_codex":0.0000071849017,"about_ca_system_score_gemma":0.0000039105375,"threshold_uncertainty_score":0.21048845},"labels":[],"label_agreement":null},{"id":"W3097254555","doi":"10.1016/j.sna.2020.112416","title":"Position and force sensing using strain gauges integrated into piezoelectric bender electrodes","year":2020,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Strain gauge; Deflection (physics); Piezoelectricity; Grippers; Displacement (psychology); Materials science; Voltage; Electrode; Acoustics; Structural engineering; Mechanical engineering; Engineering; Electrical engineering; Composite material; Physics; Optics","score_opus":0.009043172319057383,"score_gpt":0.22056193194109663,"score_spread":0.21151875962203925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097254555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97563934,0.00017987611,0.023491642,0.00018862971,0.000017425522,0.00008709613,0.0000064243113,0.00035618935,0.000033357548],"genre_scores_gemma":[0.99486554,0.00011549202,0.004812307,0.000061439365,0.00010501021,8.16461e-7,0.000006275114,0.000030251937,0.0000028694526],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993483,0.000006702246,0.00010291505,0.00022771889,0.00007694787,0.00023740556],"domain_scores_gemma":[0.99976355,0.00003955906,0.000021914326,0.000071281174,0.0000187355,0.00008493822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020365886,0.00018595133,0.00021406943,0.0000561752,0.00009311111,0.000041405303,0.00003289452,0.0000730116,0.0000011543408],"category_scores_gemma":[0.000029753219,0.00016296138,0.000032807387,0.0002302558,0.000070548245,0.00014204659,0.000024179037,0.00024104686,8.302493e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000107321985,0.0000067939577,0.000006362226,0.000031974105,0.000023448818,0.0000075285693,0.0005800115,0.00039804605,0.8819074,0.00052795303,0.000022365452,0.11647737],"study_design_scores_gemma":[0.00031956797,0.00020964628,0.000107823274,0.000043336844,0.000047220547,0.000035111498,0.0008422247,0.54762334,0.4379053,0.012270971,0.00017620764,0.00041928023],"about_ca_topic_score_codex":0.000013478952,"about_ca_topic_score_gemma":0.000002366797,"teacher_disagreement_score":0.54722524,"about_ca_system_score_codex":0.000031428528,"about_ca_system_score_gemma":0.000007948436,"threshold_uncertainty_score":0.66453725},"labels":[],"label_agreement":null},{"id":"W3109026770","doi":"10.1115/1.4048298","title":"On Design and Analysis of Electrostatic Arch Micro-Tweezers","year":2020,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tweezers; Optical tweezers; Curvature; Beam (structure); Finite element method; Physics; Optics; Engineering; Structural engineering; Geometry; Mathematics","score_opus":0.014342915423806606,"score_gpt":0.23309561204692844,"score_spread":0.21875269662312183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109026770","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4276336,0.00017265658,0.57203776,0.00010637195,0.000012083661,0.000018642204,0.0000017776832,0.000010200096,0.0000068621716],"genre_scores_gemma":[0.9386007,0.001052527,0.060239572,0.00008694672,0.000012563478,2.1128825e-7,6.837829e-7,0.000004866413,0.0000019004519],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968517,0.0000037217517,0.00016369241,0.000034057077,0.00006310476,0.000050268092],"domain_scores_gemma":[0.99975485,0.00008601839,0.00006749482,0.000026195132,0.000032257136,0.000033216707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004666874,0.00004712277,0.00014682529,0.00012233057,0.000014562299,0.000009774348,0.000027044754,0.000028814718,0.0000026035664],"category_scores_gemma":[0.00007469228,0.000038838876,0.000022452412,0.0001909348,0.000021416052,0.000054956163,0.0000047885187,0.00009849625,8.262372e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019376426,0.0000047644185,0.00003651641,0.000021558924,0.00010669618,0.0000026426055,0.00013663496,0.17149977,0.82495683,0.000075158656,0.00017705194,0.002962994],"study_design_scores_gemma":[0.0005481004,0.0009948126,0.0039860746,0.00004113039,0.0006500777,0.000010403858,0.00044029026,0.554928,0.436843,0.0013061704,0.00010467629,0.00014723149],"about_ca_topic_score_codex":1.1983039e-7,"about_ca_topic_score_gemma":1.17053304e-7,"teacher_disagreement_score":0.5117982,"about_ca_system_score_codex":0.0000064832893,"about_ca_system_score_gemma":0.000006861638,"threshold_uncertainty_score":0.15838034},"labels":[],"label_agreement":null},{"id":"W3110729657","doi":"10.1109/tmech.2020.3043346","title":"UltraLow Noise, High Bandwidth, Low Latency, No Overload 6-Axis Optical Force Sensor","year":2020,"lang":"en","type":"article","venue":"IEEE/ASME Transactions on Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photodetector; Transducer; Light-emitting diode; Signal conditioning; Data transmission; Bandwidth (computing); Photodiode; Electronics; Electrical engineering; Computer science; Electronic engineering; Optoelectronics; Physics; Engineering; Telecommunications","score_opus":0.007936661911586788,"score_gpt":0.19547216917506516,"score_spread":0.18753550726347837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110729657","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18473847,0.00020121931,0.8081523,0.0009603619,0.0013853429,0.0004560165,0.00022839448,0.0030423382,0.0008355282],"genre_scores_gemma":[0.96127695,0.0016156996,0.035946753,0.0002258826,0.0001491765,0.00007020877,0.000012825116,0.000121352,0.0005811495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982517,0.000008551215,0.00036120624,0.0004451199,0.00029335526,0.0006400895],"domain_scores_gemma":[0.9991335,0.00009192419,0.000037961167,0.0004472026,0.000063855834,0.00022553054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055337525,0.0004034762,0.0003965017,0.00010977474,0.0001634948,0.000041904485,0.00029846968,0.00035675714,0.0002185806],"category_scores_gemma":[0.000020047619,0.0004045859,0.00022599589,0.00036576888,0.00007583383,0.00028439562,0.0000030380409,0.00089808914,0.0006189263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083276704,0.000072594856,0.0000010669006,0.0001316648,0.000115214745,0.000023516159,0.00009331979,0.44747522,0.53782934,0.0008921066,0.00039858426,0.012884082],"study_design_scores_gemma":[0.0014258928,0.0006343734,0.000014706668,0.00008484544,0.00010348437,0.000015660158,0.00017731554,0.059582673,0.9250162,0.0014575811,0.010585119,0.0009021255],"about_ca_topic_score_codex":0.000009044577,"about_ca_topic_score_gemma":0.000012764728,"teacher_disagreement_score":0.7765385,"about_ca_system_score_codex":0.00016274347,"about_ca_system_score_gemma":0.000036392496,"threshold_uncertainty_score":0.9998406},"labels":[],"label_agreement":null},{"id":"W3114036348","doi":"10.24425/aoa.2020.135275","title":"Design and Analysis of Ultrasonic Composite Transducer with a Quarter-wave Taper Transition Horn","year":2020,"lang":"en","type":"article","venue":"Archives of Acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Science and Technology Department of Hubei Province","keywords":"French horn; Ultrasonic sensor; Transducer; Acoustics; Quarter (Canadian coin); Composite number; Materials science; Physics; Composite material","score_opus":0.01137957836283482,"score_gpt":0.1945092371597476,"score_spread":0.1831296587969128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114036348","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41469646,0.00011436143,0.5849627,0.000043564658,0.0000037028917,0.000056909743,0.00002215289,0.000058332786,0.00004177845],"genre_scores_gemma":[0.88575786,0.00043577942,0.113766156,0.0000130006365,0.0000047251106,0.0000027345905,0.000007682468,0.000011174324,8.882838e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995923,0.000005191156,0.00013962465,0.0000997442,0.00006367273,0.00009943565],"domain_scores_gemma":[0.99971193,0.00012700412,0.000027446988,0.00008900385,0.0000103159,0.000034327317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011028842,0.00009457916,0.00024366567,0.000102060505,0.000014689365,0.0000032509856,0.00004811658,0.00003060155,0.0000032029347],"category_scores_gemma":[0.000003933598,0.00008111912,0.000045210083,0.00022743877,0.00011790534,0.000040842464,0.000003926234,0.00008667717,1.01738e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048033296,0.0000106446705,0.000016636612,0.00007631572,0.0003042905,0.0000025160275,0.0025212476,0.30404428,0.6892112,0.000011915558,0.0000039482065,0.0037489815],"study_design_scores_gemma":[0.00050842174,0.000536046,0.006411713,0.00005646682,0.0012312726,0.000004013495,0.0008178657,0.71080077,0.27914914,0.00028014893,0.000012600845,0.00019152119],"about_ca_topic_score_codex":0.0000014772648,"about_ca_topic_score_gemma":0.0000012687769,"teacher_disagreement_score":0.4711966,"about_ca_system_score_codex":0.0000022651775,"about_ca_system_score_gemma":0.000004517308,"threshold_uncertainty_score":0.33079416},"labels":[],"label_agreement":null},{"id":"W3118804913","doi":"10.1016/b978-0-12-394298-2.00005-3","title":"RF MEMS Devices for Communication Systems","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in imaging and electron physics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Microelectromechanical systems; Reliability (semiconductor); Power consumption; Radio frequency; Reduction (mathematics); Electrical engineering; Electronic engineering; Communications satellite; Power (physics); Engineering; Computer science; Telecommunications; Satellite; Materials science; Aerospace engineering; Optoelectronics; Physics","score_opus":0.008590725118867335,"score_gpt":0.25263607657490145,"score_spread":0.24404535145603412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118804913","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007704366,0.88267183,0.011622661,0.000057622725,0.000513281,0.0006387028,0.000035529552,0.0008737261,0.10281618],"genre_scores_gemma":[0.5662532,0.41673937,0.0044375677,0.000058910995,0.000698771,0.00036589082,0.00021489573,0.0003420446,0.0108893635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921733,0.0000010723508,0.0002050699,0.00018019146,0.00007351302,0.0003228309],"domain_scores_gemma":[0.99945945,0.0000967816,0.00009024827,0.00029636754,0.000030953608,0.000026221715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007130416,0.0002617531,0.0003093944,0.000067108325,0.00006840492,0.000028196977,0.00016292417,0.0000980082,6.4018127e-7],"category_scores_gemma":[0.00000480314,0.00026889145,0.00004132181,0.00003202587,0.000083014005,0.00047869934,0.000036487345,0.00034692284,0.0000026016503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013344751,0.000015085854,0.00005759678,0.00087495043,0.00005967706,9.718829e-7,0.00011858959,0.006226908,0.0061757737,0.25205082,0.0004999341,0.7339063],"study_design_scores_gemma":[0.0002302954,0.00002423866,0.000006679776,0.0004921257,0.000040630683,0.0000058484648,0.00005496098,0.0012735537,0.0039482615,0.15349711,0.83991,0.0005163076],"about_ca_topic_score_codex":0.000004508311,"about_ca_topic_score_gemma":0.000023748875,"teacher_disagreement_score":0.83941007,"about_ca_system_score_codex":0.00008819208,"about_ca_system_score_gemma":0.000006907736,"threshold_uncertainty_score":0.99997634},"labels":[],"label_agreement":null},{"id":"W3119528490","doi":"10.1109/led.2021.3050981","title":"Body-Biased Multiple-Gate Micro-Electro-Mechanical Relays","year":2021,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Voltage; Relay; Electrical engineering; Electronic circuit; Limit (mathematics); Logic gate; Voltage divider; Hysteresis; Biasing; SIGNAL (programming language); Materials science; Physics; Topology (electrical circuits); Engineering; Computer science; Mathematics; Power (physics); Condensed matter physics","score_opus":0.008194350940692314,"score_gpt":0.21613074949463126,"score_spread":0.20793639855393894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119528490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480433,0.0010493954,0.008748287,0.002847843,0.00048602046,0.00021248398,0.0000064186916,0.0016554836,0.00018976253],"genre_scores_gemma":[0.9884572,0.00047698582,0.007179253,0.003273966,0.00023472856,0.00009273455,0.00002636798,0.000115459305,0.0001433004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815756,0.000017985476,0.00030107118,0.0004320558,0.00018387672,0.0009074372],"domain_scores_gemma":[0.99920005,0.00012881919,0.0000464996,0.00049431523,0.00004218903,0.00008812984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000083977226,0.00032335828,0.00032101249,0.00010729893,0.000097424534,0.000045527733,0.0002788397,0.00020664973,0.000025206185],"category_scores_gemma":[0.00006906185,0.00035183085,0.00013743156,0.00044816118,0.00004149122,0.00017278218,0.000033199158,0.00078454864,0.00012097984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012747982,0.000019362215,0.00001961741,0.00003348097,0.00006434075,0.00014598074,0.000019374924,0.0018525302,0.98856235,0.00007361121,0.0076029436,0.0015936594],"study_design_scores_gemma":[0.00051449065,0.000046774912,0.00008705155,0.000031338284,0.000025848654,0.00007523877,0.000017358152,0.0012367778,0.9495614,0.0001443692,0.047859523,0.0003998286],"about_ca_topic_score_codex":0.000007336066,"about_ca_topic_score_gemma":0.000045066532,"teacher_disagreement_score":0.040256582,"about_ca_system_score_codex":0.00021091642,"about_ca_system_score_gemma":0.000029741293,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W3122170191","doi":"10.1088/1361-6439/abdbd6","title":"Development of MEMS-based piezoresistive 3D stress/strain sensor using strain technology and smart temperature compensation","year":2021,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microfabrication; Piezoresistive effect; Materials science; Microelectromechanical systems; Silicon; Stress (linguistics); Optoelectronics; Compensation (psychology); Substrate (aquarium); Silicon nitride; Sensitivity (control systems); Electronic engineering; Fabrication; Engineering","score_opus":0.009218720835205124,"score_gpt":0.2098657293475907,"score_spread":0.2006470085123856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122170191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522961,0.0039744186,0.043342527,0.000041549163,0.00014957813,0.00006358484,0.000076778204,0.00005289824,0.000002615267],"genre_scores_gemma":[0.7050067,0.0004543398,0.29447109,0.000007269267,0.000019849746,0.0000010184576,0.000006939605,0.000028499486,0.0000042887905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991548,0.0000036407537,0.00042693195,0.00012651454,0.00008853768,0.00019954552],"domain_scores_gemma":[0.99954,0.000026778906,0.00013295953,0.000102099766,0.00014797007,0.00005019945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012817161,0.00018355968,0.00034450897,0.00038274535,0.000055743956,0.00002295031,0.00007831712,0.00016885268,0.00000342113],"category_scores_gemma":[0.000034945893,0.00018386629,0.000038723854,0.00026638756,0.00003105563,0.00007930634,0.000046569006,0.0003264087,8.7514145e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006116003,0.000015136136,0.000012042195,0.00020853795,0.00007032947,0.000044903754,0.000113209615,0.00434974,0.98511153,0.000120260105,0.0000027030592,0.009945479],"study_design_scores_gemma":[0.00049674226,0.00003791828,0.00016624715,0.00049918174,0.000031650783,0.00028506597,0.0009704419,0.0047120373,0.9917727,0.00011521614,0.00072948623,0.00018329849],"about_ca_topic_score_codex":3.163844e-7,"about_ca_topic_score_gemma":0.0000051401626,"teacher_disagreement_score":0.25112855,"about_ca_system_score_codex":0.00006463345,"about_ca_system_score_gemma":0.000060798717,"threshold_uncertainty_score":0.74978495},"labels":[],"label_agreement":null},{"id":"W3137573917","doi":"10.1109/mems51782.2021.9375343","title":"High Torque Electrostatic Micromotor Fabricated using Polymumps for Optical Scanning Applications","year":2021,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Torque; Rotor (electric); Capacitance; Process (computing); Materials science; RADIUS; Mechanical engineering; Engineering; Computer science; Physics","score_opus":0.011716015565149467,"score_gpt":0.2477174636971898,"score_spread":0.23600144813204033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137573917","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27285117,0.0005388241,0.72508305,0.00011782573,0.000059335456,0.00025265393,0.000011981311,0.000795649,0.00028952837],"genre_scores_gemma":[0.46095493,0.00006112506,0.5383272,0.00005129052,0.00005860512,0.00018566102,0.000026824562,0.00004165062,0.0002927058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999357,0.0000011368786,0.00015289428,0.00016757162,0.000047276484,0.00027416096],"domain_scores_gemma":[0.99963635,0.000058667818,0.000015087034,0.00019414519,0.00005450619,0.000041271185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024072253,0.000109701316,0.00014341924,0.00004806025,0.00007709964,0.000026083306,0.00008278653,0.00007825818,0.000021472979],"category_scores_gemma":[0.000029553661,0.00011171429,0.000041662188,0.00023891183,0.000028791745,0.00006966589,0.000026404323,0.00009538412,0.000006235529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015516171,0.0000118990065,0.0000033537613,0.000027977934,0.000019503334,0.0000020353896,0.000007752732,0.0010671157,0.9855211,0.0060050706,0.00014409902,0.0071885865],"study_design_scores_gemma":[0.00017298869,0.000016083643,0.000033788812,0.000013253947,0.000016570662,0.000017702736,0.000079327234,0.0072163395,0.98477834,0.0021947254,0.0053020627,0.00015882812],"about_ca_topic_score_codex":0.00000864391,"about_ca_topic_score_gemma":0.000006528269,"teacher_disagreement_score":0.18810377,"about_ca_system_score_codex":0.000085160995,"about_ca_system_score_gemma":0.000026311465,"threshold_uncertainty_score":0.45555764},"labels":[],"label_agreement":null},{"id":"W3138665252","doi":"","title":"OPTIMIZATION OF A MAGNETIC DEFORMABLE NANO SWITCH BASED ON SEMI-ANALYTICAL MODEL","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Nano-; Coupling (piping); Computer science; Inductive coupling; Materials science; Mechanical engineering; Engineering; Electrical engineering","score_opus":0.010572581400256019,"score_gpt":0.21252816276200015,"score_spread":0.20195558136174413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138665252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077722326,0.0003184882,0.876774,0.0008796698,0.00014902499,0.00036385446,0.000059717724,0.00072496483,0.04300793],"genre_scores_gemma":[0.7595871,0.00039786487,0.23832504,0.000022662289,0.0000065585973,0.000058378246,0.00015290352,0.000057441022,0.0013920513],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845755,0.00013759277,0.00043819615,0.00038992203,0.00029319973,0.00028356747],"domain_scores_gemma":[0.9969943,0.00033304264,0.00017840476,0.0017116376,0.0006947722,0.00008785186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010204181,0.0002908512,0.00036234286,0.0002502163,0.00009445574,0.0000726304,0.0007322651,0.00048622035,0.00007848586],"category_scores_gemma":[0.0005378556,0.0002985753,0.00015164465,0.00026913866,0.0001512065,0.000077811565,0.00038004966,0.000825825,0.000007967551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005893467,0.00012154031,0.000018274233,0.00016364834,0.00001630796,7.268628e-7,0.00022988324,0.9741652,0.013260055,0.006749191,0.00012830785,0.005141],"study_design_scores_gemma":[0.00022345848,4.98946e-7,0.000018014785,0.00054105785,0.000029286515,0.0000010252533,0.0000120714485,0.8696997,0.12658629,0.0022859564,0.00036997462,0.00023266143],"about_ca_topic_score_codex":0.00006659787,"about_ca_topic_score_gemma":0.00014088134,"teacher_disagreement_score":0.68186474,"about_ca_system_score_codex":0.00008761537,"about_ca_system_score_gemma":0.000113898685,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W3143788874","doi":"10.1109/mwsym.2010.5516847","title":"Magnetically-actuated dielectric cantilever RF MEMS switches","year":2010,"lang":"en","type":"article","venue":"2010 IEEE MTT-S International Microwave Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stiction; Cantilever; Microelectromechanical systems; Materials science; Fabrication; Dielectric; Optoelectronics; Radio frequency; Substrate (aquarium); Electrical engineering; Engineering","score_opus":0.006607976551833195,"score_gpt":0.21194231326606175,"score_spread":0.20533433671422854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143788874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631645,0.00010626852,0.0038845283,0.0010539476,0.008704775,0.00020559813,0.000040031035,0.00089696905,0.021943381],"genre_scores_gemma":[0.9922812,0.0004551984,0.002859792,0.00011660172,0.00044438505,0.000042845775,0.000029167271,0.000074527816,0.0036963061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862415,0.0000017584935,0.00033045455,0.00033450342,0.00026943043,0.00043968332],"domain_scores_gemma":[0.99924314,0.000061108214,0.0000595765,0.00037033152,0.00016637643,0.00009945865],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000093634015,0.00030292285,0.00022554566,0.0002468452,0.000066290995,0.00007814549,0.0005802265,0.00032402828,0.00033168192],"category_scores_gemma":[0.000056507703,0.00029015826,0.000103921564,0.00019105045,0.00013099979,0.00021217723,0.0000753909,0.00081142917,0.00027068733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012625405,0.000035445075,0.00009571455,0.000012178766,0.00006514347,0.000013165292,0.000041926676,0.00017428062,0.9886507,0.00044788685,0.0057269144,0.0047240187],"study_design_scores_gemma":[0.00031405274,0.00003950851,0.00089557667,0.00001590034,0.000016300672,0.00006361057,0.000012173808,0.0012483946,0.93576926,0.0011495324,0.060115296,0.00036040915],"about_ca_topic_score_codex":0.000070152964,"about_ca_topic_score_gemma":0.00029352572,"teacher_disagreement_score":0.05438838,"about_ca_system_score_codex":0.00007894354,"about_ca_system_score_gemma":0.000030130552,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W3143886613","doi":"10.1109/camp.2007.4350355","title":"MEMS-Based Electrostatic Actuated Scanner Dedicated for Ultrasound Sensors","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; CMC Microsystems","keywords":"Scanner; Microelectromechanical systems; Transducer; Wafer; Fabrication; Voltage; Rotation (mathematics); Finite element method; Software; Electronic engineering; Materials science; Engineering; Computer science; Acoustics; Electrical engineering; Optoelectronics; Physics; Structural engineering","score_opus":0.005125021062533579,"score_gpt":0.20959604695159356,"score_spread":0.20447102588906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143886613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044859,0.00013559623,0.08985767,0.0001597533,0.00009349132,0.0003301076,0.000018606663,0.0030289306,0.0018899516],"genre_scores_gemma":[0.9822188,0.000019589745,0.016895127,0.000051765077,0.000030007752,0.00006387943,0.00006476762,0.00004413499,0.00061194575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928,0.0000013233955,0.00016157597,0.00013691261,0.000082394545,0.00033779445],"domain_scores_gemma":[0.9995988,0.00014915447,0.000019997447,0.00016679699,0.00003676538,0.000028480426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043973516,0.00014775088,0.00014182318,0.00009267362,0.0000538054,0.000019101268,0.00009957892,0.000098422875,0.000042730975],"category_scores_gemma":[0.0000545975,0.00012611499,0.00004649807,0.00020962827,0.000043162567,0.000060950115,0.000006322316,0.00009408363,0.000016069796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009807005,0.000017898541,0.000021515598,0.000028051163,0.000016988204,0.0000017971058,0.00000448438,0.025155252,0.9617826,0.00045602227,0.011269257,0.0012363571],"study_design_scores_gemma":[0.00051077054,0.00005127712,0.00024234175,0.000008697651,0.0000138061005,0.0000030622764,0.000022704802,0.008475772,0.975402,0.0047353865,0.010320236,0.00021394006],"about_ca_topic_score_codex":0.000034007597,"about_ca_topic_score_gemma":0.000071921706,"teacher_disagreement_score":0.07773289,"about_ca_system_score_codex":0.000055247474,"about_ca_system_score_gemma":0.000011839385,"threshold_uncertainty_score":0.51428205},"labels":[],"label_agreement":null},{"id":"W3145067153","doi":"10.1109/icwsi.1993.255279","title":"A wafer scale visual-to-thermal converter","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transducer; Redundancy (engineering); Wafer; CMOS; Interconnection; Computer science; Transistor; Wafer-scale integration; Pixel; Electronic engineering; Electrical engineering; Materials science; Engineering; Artificial intelligence; Telecommunications","score_opus":0.00887637225245077,"score_gpt":0.206717377928278,"score_spread":0.19784100567582721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145067153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9576972,0.00013147661,0.00898478,0.00024406976,0.0001841659,0.00010394174,0.0000018096737,0.0016105277,0.031042045],"genre_scores_gemma":[0.99226403,0.000013432542,0.0027567158,0.00023244198,0.000025140454,0.000026743077,3.0853437e-7,0.000018758421,0.004662444],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962634,7.928009e-7,0.00006683553,0.00008229971,0.00005622592,0.00016748147],"domain_scores_gemma":[0.9998382,0.0000058701307,0.0000033581737,0.000112264344,0.000006737616,0.000033614015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011873918,0.000072201125,0.00007483661,0.000047381774,0.000028852108,0.0000068109166,0.00007601348,0.000034400095,0.00068307656],"category_scores_gemma":[0.0000020739703,0.000063258725,0.000021404168,0.000091194706,0.000012614566,0.00004761244,0.000038867314,0.00008051824,0.0006899705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033071478,0.000042057283,0.00011029166,0.000014839509,0.000019790894,0.000011695274,0.00026249545,0.0037217163,0.7801527,0.0002480128,0.042626772,0.17278636],"study_design_scores_gemma":[0.00067411026,0.0001817914,0.001502542,0.000017801385,0.0000093131575,0.000020505806,0.0003755928,0.10591483,0.63888127,0.00034201884,0.2513675,0.0007127011],"about_ca_topic_score_codex":0.0000022793065,"about_ca_topic_score_gemma":0.0000034612326,"teacher_disagreement_score":0.20874073,"about_ca_system_score_codex":0.000018556451,"about_ca_system_score_gemma":4.7518122e-7,"threshold_uncertainty_score":0.88684046},"labels":[],"label_agreement":null},{"id":"W3153828574","doi":"10.1149/2.f08032if","title":"The Luminescence and Display Materials Division","year":2003,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Luminescence; Phosphorescence; Optoelectronics; Phone; Division (mathematics); Materials science; Optics; Telecommunications; Computer science; Physics; Fluorescence; Philosophy","score_opus":0.0039481790105644465,"score_gpt":0.21380755856700992,"score_spread":0.20985937955644549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153828574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97691727,0.00288809,0.01921612,0.00034219408,0.00009434327,0.000102054,9.90275e-7,0.00024619777,0.00019274886],"genre_scores_gemma":[0.9974069,0.001629226,0.0007199009,0.000032885684,0.00001736256,0.000016974445,4.988613e-7,0.00001409413,0.00016215046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994504,0.000005779176,0.00010443058,0.000105705956,0.00007020459,0.00026351222],"domain_scores_gemma":[0.9996345,0.00012867048,0.000017127899,0.00018649214,0.000011681693,0.00002151574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118790354,0.000112631715,0.00008936946,0.0000022505942,0.00016400177,0.000039729395,0.00019021978,0.00007166737,0.0000065724366],"category_scores_gemma":[0.00007048076,0.000058894726,0.00003545166,0.00007429811,0.00016612692,0.000041035677,0.00004958217,0.00020961,0.000006321529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021806277,0.000002518035,0.0000025733011,0.0000068574336,0.000013094608,5.1834043e-8,0.00011034292,0.0000045236775,0.99790007,0.0007038006,0.0008027923,0.0004512075],"study_design_scores_gemma":[0.000061759376,0.000015037384,0.000020537978,0.000011534896,0.00000460039,0.000005865694,0.00018279365,0.00013798659,0.9898987,0.002015422,0.007561934,0.00008382315],"about_ca_topic_score_codex":8.5920175e-7,"about_ca_topic_score_gemma":7.0036793e-7,"teacher_disagreement_score":0.020489646,"about_ca_system_score_codex":0.000033199525,"about_ca_system_score_gemma":0.0000025170027,"threshold_uncertainty_score":0.24016573},"labels":[],"label_agreement":null},{"id":"W3154954796","doi":"10.1109/mim.2021.9400956","title":"Synchronous Demodulation for Low Noise Measurements","year":2021,"lang":"en","type":"article","venue":"IEEE Instrumentation & Measurement Magazine","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Demodulation; Computer science; Narrowband; Electronic engineering; Bandwidth (computing); Multiplier (economics); Noise (video); Filter (signal processing); Noise measurement; Noise reduction; Telecommunications; Engineering; Artificial intelligence","score_opus":0.041520212830866585,"score_gpt":0.2558838420886957,"score_spread":0.2143636292578291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154954796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7555488,0.0006815818,0.23518954,0.00038256476,0.002760391,0.0011415653,0.00003762819,0.0013306553,0.002927263],"genre_scores_gemma":[0.9815489,0.00011979877,0.017644722,0.00008680489,0.00013251978,0.00023820318,0.000065287815,0.000053423242,0.00011033473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838704,0.00001113227,0.00040257786,0.00029619152,0.00057370344,0.00032937547],"domain_scores_gemma":[0.9991163,0.000016237314,0.00007834171,0.0002893759,0.0004318091,0.00006791795],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025417772,0.00023361242,0.00021756168,0.00011158124,0.00011674836,0.00005320621,0.00011343008,0.000099007404,0.00005915562],"category_scores_gemma":[0.00009287625,0.00025967462,0.00008740404,0.00024761283,0.000028476976,0.0003435532,0.000013947456,0.00010471968,0.00006904268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016848671,0.000059787762,0.00028737425,0.00013470367,0.000064497224,0.0000023507207,0.0000402563,0.010374891,0.9024788,0.000040661813,0.0018643948,0.084635414],"study_design_scores_gemma":[0.0017927687,0.000064160944,0.00586782,0.00011230966,0.000052460586,0.00000762855,0.00006192881,0.0032414105,0.98129034,0.00076174573,0.0064160293,0.00033137505],"about_ca_topic_score_codex":0.0000015705067,"about_ca_topic_score_gemma":0.00007069428,"teacher_disagreement_score":0.2260001,"about_ca_system_score_codex":0.0004988589,"about_ca_system_score_gemma":0.00005716612,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W3158435720","doi":"","title":"Analysis and modeling of piezoelectric transformers","year":2001,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformer; Piezoelectricity; Engineering; Computer science; Electrical engineering; Voltage","score_opus":0.011245414135368439,"score_gpt":0.28186842784292204,"score_spread":0.2706230137075536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158435720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9346914,0.004252973,0.047187515,0.000005504837,0.00005344183,0.00007855963,0.0000019451413,0.00025732676,0.013471316],"genre_scores_gemma":[0.9854929,0.010810475,0.0011787638,8.310999e-7,0.0000085046,0.0000087593535,0.000056055953,0.000026034319,0.0024177167],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995637,7.836208e-7,0.00012424664,0.0001099926,0.00007163954,0.00012961426],"domain_scores_gemma":[0.99983275,0.000009529315,0.000026049145,0.00009191049,0.00002108641,0.00001869291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022053116,0.00013008561,0.000275844,0.0004070407,0.0000168114,0.000004236446,0.00005181943,0.00017505926,0.000014296548],"category_scores_gemma":[0.0000064660235,0.00013137047,0.00007351555,0.0006581037,0.0000075284856,0.000032038744,0.0000017082931,0.00015970854,5.843713e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055245,0.000024664947,0.000121423494,0.0010392534,0.0020385624,0.000009275991,0.004503861,0.30876827,0.07601816,0.0001884236,0.000058499685,0.60717434],"study_design_scores_gemma":[0.0004336591,0.00010191436,0.0003964767,0.00016848514,0.0022981754,0.0000033245294,0.013964002,0.8903238,0.08900127,0.0014664918,0.0008858068,0.0009565498],"about_ca_topic_score_codex":0.000056993165,"about_ca_topic_score_gemma":0.00025984878,"teacher_disagreement_score":0.6062178,"about_ca_system_score_codex":0.00001771283,"about_ca_system_score_gemma":0.000006254625,"threshold_uncertainty_score":0.53571326},"labels":[],"label_agreement":null},{"id":"W3169341385","doi":"10.32920/ryerson.14657130.v1","title":"Development of micromirror-based laser line generator","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Generator (circuit theory); Laser; Zemax; Optics; Line (geometry); Brightness; Computer science; Software; Materials science; Power (physics); Physics; Mathematics","score_opus":0.024143833451142308,"score_gpt":0.24226317583485055,"score_spread":0.21811934238370823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169341385","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661861,0.0006342741,0.031447396,0.000024025776,0.00037397802,0.000120583165,0.000011824658,0.0006923271,0.00050950545],"genre_scores_gemma":[0.25677517,0.00010451642,0.74273705,0.000023199078,0.000024567618,0.00004788659,0.000071264076,0.00003757333,0.00017878354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992257,0.0000015993903,0.00031466855,0.00020770068,0.00009107856,0.00015929891],"domain_scores_gemma":[0.9994752,0.000011768571,0.000043835313,0.0003803749,0.000058801917,0.00003006496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004318545,0.00020953972,0.0003065895,0.0000892855,0.000016581227,0.00001313744,0.00018040446,0.0002865706,0.00010895807],"category_scores_gemma":[0.0000128414285,0.00019734475,0.00007157542,0.0000752952,0.00002212259,0.00001825097,0.0002356825,0.00029495754,0.0000063020757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017318145,0.000026212378,0.0000036525753,0.00038096413,0.00006135731,0.000007488855,0.000051625586,0.022079239,0.9675732,0.000014696698,0.00027538088,0.009524435],"study_design_scores_gemma":[0.00012313198,0.0000037750253,0.000045266177,0.00011564943,0.000007427461,3.4514997e-7,0.00006636803,0.0011834861,0.98886603,0.000032921373,0.009330856,0.00022472651],"about_ca_topic_score_codex":0.0000038515554,"about_ca_topic_score_gemma":0.0000792392,"teacher_disagreement_score":0.71128964,"about_ca_system_score_codex":0.00006424306,"about_ca_system_score_gemma":0.000120929464,"threshold_uncertainty_score":0.80474854},"labels":[],"label_agreement":null},{"id":"W3174248627","doi":"10.1088/1361-6439/ac0fbf","title":"Silicon MEMS inertial sensors evolution over a quarter century","year":2021,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microelectromechanical systems; Quarter (Canadian coin); Inertial frame of reference; Silicon; Silicon valley; Inertial measurement unit; Engineering; Electrical engineering; Optoelectronics; Aerospace engineering; Mechanical engineering; Materials science; Physics; Geography; Business","score_opus":0.003066777716010999,"score_gpt":0.17784495283491808,"score_spread":0.1747781751189071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174248627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97618854,0.010829153,0.011932121,0.000051092484,0.00083935616,0.000038272265,0.0000063622747,0.00009529895,0.000019818845],"genre_scores_gemma":[0.9922227,0.0043948786,0.0031689797,0.000015192511,0.00014191415,0.0000010268122,0.0000014230877,0.000034433207,0.000019418478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922305,0.000003077209,0.00032904226,0.000109949084,0.00009306471,0.00024179526],"domain_scores_gemma":[0.9996384,0.000018914583,0.0000675763,0.00012179171,0.00008090281,0.000072406714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085200256,0.00016593646,0.00025799245,0.00016263936,0.000032082622,0.000033433305,0.000081345526,0.00011700842,0.000012303026],"category_scores_gemma":[0.000025244002,0.00016088838,0.00009378004,0.00015746521,0.000010739693,0.00017083522,0.00004104011,0.00032277912,0.0000015407288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005819044,0.00001200698,0.000005250227,0.000057122837,0.000050090668,0.000076016724,0.00007874362,0.0025835028,0.9940241,0.00020726789,0.00032295095,0.002577135],"study_design_scores_gemma":[0.00073645887,0.0000796995,0.00021920183,0.00018798163,0.000041559288,0.0012060698,0.0004752687,0.005117063,0.9741819,0.00034199475,0.017127253,0.00028556862],"about_ca_topic_score_codex":0.0000012732149,"about_ca_topic_score_gemma":0.000002221644,"teacher_disagreement_score":0.019842211,"about_ca_system_score_codex":0.00009354273,"about_ca_system_score_gemma":0.000016598946,"threshold_uncertainty_score":0.65608376},"labels":[],"label_agreement":null},{"id":"W3188843544","doi":"10.1109/transducers50396.2021.9495677","title":"Zero-Power Opto-Electro-Mechanical Actuators","year":2021,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Mechanical energy; Voltage; Materials science; Excitation; Power (physics); Optoelectronics; Power density; Electrical engineering; Physics; Engineering","score_opus":0.005450402234083338,"score_gpt":0.207816927331851,"score_spread":0.20236652509776767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188843544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65814716,0.0007225413,0.27970988,0.00034523802,0.0006669265,0.000099336365,0.0000029966016,0.0043150308,0.055990923],"genre_scores_gemma":[0.976371,0.00024764804,0.022004582,0.000082906634,0.000017191467,0.00000901123,0.000002120523,0.000024440385,0.0012410947],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947417,0.000001261238,0.00009559324,0.0001305571,0.0000709196,0.00022751694],"domain_scores_gemma":[0.99969244,0.000021630942,0.000005909753,0.00022165506,0.000019644413,0.000038709466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002134506,0.000098135155,0.0001117746,0.000028513687,0.000025195382,0.000013604294,0.000086287495,0.000101503916,0.00038223187],"category_scores_gemma":[0.000039477385,0.00008772755,0.000044519275,0.00015731684,0.000013360716,0.00007373328,0.000044043467,0.00016491137,0.000087675595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018558167,0.000018818495,0.0000063423868,0.00000843117,0.000032828757,0.00004574376,0.000016952825,0.000106727006,0.89732164,0.03701717,0.00944728,0.05597619],"study_design_scores_gemma":[0.00009618512,0.000018403784,0.000023622013,0.000004526648,0.0000029083515,0.000013516103,0.000059734262,0.0001720604,0.86407286,0.0075598396,0.12785031,0.0001260299],"about_ca_topic_score_codex":7.3594464e-7,"about_ca_topic_score_gemma":0.0000029261475,"teacher_disagreement_score":0.31822386,"about_ca_system_score_codex":0.000030604664,"about_ca_system_score_gemma":0.000009742029,"threshold_uncertainty_score":0.41851708},"labels":[],"label_agreement":null},{"id":"W3200422500","doi":"10.1109/jsen.2021.3113647","title":"A Packaged THz Shunt RF MEMS Switch With Low Insertion Loss","year":2021,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Key Research and Development Program of China","keywords":"Insertion loss; Materials science; Equivalent circuit; Capacitance; Inductance; Shunt (medical); Microelectromechanical systems; Capacitor; Electrical engineering; Voltage; Optoelectronics; Electronic engineering; Engineering; Physics","score_opus":0.007792367472642978,"score_gpt":0.2112099193592528,"score_spread":0.20341755188660982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200422500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99197936,0.0003544868,0.005745812,0.00023743583,0.0006123386,0.000052605195,0.0000028949275,0.00035644826,0.0006586409],"genre_scores_gemma":[0.9956539,0.001018935,0.0026674336,0.00004411016,0.00024722476,0.0000033023377,0.0000012823401,0.000045221346,0.00031855173],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990713,0.0000068445056,0.00021944001,0.00014704776,0.00022156727,0.0003337911],"domain_scores_gemma":[0.9994825,0.000030342102,0.000056221357,0.00022218282,0.000112833826,0.000095919306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009201427,0.00017747756,0.00020601614,0.0000924462,0.00012950804,0.00007226096,0.000107673535,0.00011638448,0.00005657103],"category_scores_gemma":[0.000038114522,0.00014094559,0.00006788129,0.00025473462,0.000045785724,0.00021133356,0.000012963358,0.00064997026,0.000032073032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026186724,0.000030421235,0.00022362467,0.00003138144,0.00008241186,0.0013013262,0.00018413116,0.037863977,0.9521223,0.000017782873,0.0011629281,0.0069535854],"study_design_scores_gemma":[0.0007114116,0.00007606576,0.001965527,0.00017211006,0.000022650356,0.0027215139,0.00054904283,0.000606833,0.98696613,0.00083347165,0.005068592,0.00030666924],"about_ca_topic_score_codex":0.0000024892784,"about_ca_topic_score_gemma":0.000034603905,"teacher_disagreement_score":0.037257142,"about_ca_system_score_codex":0.0000963265,"about_ca_system_score_gemma":0.00003465954,"threshold_uncertainty_score":0.5747594},"labels":[],"label_agreement":null},{"id":"W3207027931","doi":"","title":"Thin Film Flexible Acoustic Wave Devices with Off-axis Bending Characteristics for Multi-Sensing Applications","year":2021,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Materials science; Optoelectronics; Surface acoustic wave; Thin film; Bending; Acoustics; Nanotechnology; Composite material; Physics","score_opus":0.019362770435509935,"score_gpt":0.2340636064167727,"score_spread":0.21470083598126277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207027931","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17030898,0.0035510103,0.8230232,0.000017997992,0.00046015592,0.00062779797,0.00013616295,0.0018157102,0.00005901883],"genre_scores_gemma":[0.86354494,0.00023124975,0.13514484,0.000016691363,0.0001969936,0.00020973549,0.00009218558,0.00016017361,0.00040320557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853873,0.0000037300765,0.00041299357,0.00037164468,0.00012073282,0.00055217755],"domain_scores_gemma":[0.9991705,0.00009889108,0.00007970421,0.00042835684,0.0001404136,0.00008218181],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000097851895,0.0003482514,0.00044040263,0.00015361185,0.00019467722,0.000119116296,0.0001470465,0.00017069606,0.000003990392],"category_scores_gemma":[0.000041240703,0.0003501831,0.00008511321,0.00039916998,0.00002844344,0.00018573347,0.000058180533,0.00023715723,0.000008740127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000421863,0.000014882182,0.000032657612,0.0010064794,0.00008612985,0.000025941888,0.00013794996,0.068308294,0.9240306,0.00009059309,0.00007494324,0.0061873007],"study_design_scores_gemma":[0.00064567715,0.0000341641,0.00028738432,0.0006909429,0.00007724181,0.00023084218,0.0006940993,0.37551847,0.55970126,0.000011171993,0.061382633,0.00072609127],"about_ca_topic_score_codex":0.0000058504534,"about_ca_topic_score_gemma":0.00006470767,"teacher_disagreement_score":0.69323593,"about_ca_system_score_codex":0.00016703153,"about_ca_system_score_gemma":0.0000321544,"threshold_uncertainty_score":0.99989504},"labels":[],"label_agreement":null},{"id":"W3208333713","doi":"10.3390/electronics10212646","title":"A 6.89-MHz 143-nW MEMS Oscillator Based on a 118-dBΩ Tunable Gain and Duty-Cycle CMOS TIA","year":2021,"lang":"en","type":"article","venue":"Electronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Duty cycle; dBc; Phase noise; Transimpedance amplifier; Resonator; CMOS; Materials science; Microelectromechanical systems; Amplifier; Electrical engineering; Optoelectronics; Voltage; Engineering; Operational amplifier","score_opus":0.0047075494950944005,"score_gpt":0.20233088850935607,"score_spread":0.19762333901426168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208333713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95684034,0.023959653,0.0073992275,0.0007141597,0.00029030803,0.000329408,0.000021605965,0.0019384284,0.0085068485],"genre_scores_gemma":[0.99093205,0.0028688114,0.0048064683,0.00024596197,0.00007465679,0.000047100657,0.000014464705,0.00007554576,0.0009349453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988304,0.0000065583667,0.00015803425,0.0002910003,0.00014937471,0.0005646517],"domain_scores_gemma":[0.99941933,0.0000659194,0.000025042018,0.00038688115,0.00003211921,0.000070678136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008944031,0.00020954356,0.00022817154,0.00007307565,0.000093965595,0.000040557286,0.00011459682,0.00015387722,0.00005413882],"category_scores_gemma":[0.000081877806,0.0002132509,0.000053297565,0.00028940913,0.00003571216,0.000088052235,0.000042884654,0.0003960274,0.000027227266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048859907,0.00012566453,0.00010338234,0.00019410333,0.000111335525,0.00012137454,0.00013114495,0.08980984,0.8519291,0.0053380975,0.0054313876,0.046655707],"study_design_scores_gemma":[0.00077155454,0.00022125953,0.000099378645,0.0000601698,0.000022114913,0.000023012988,0.00007676963,0.04896796,0.5527382,0.0049009616,0.39166015,0.00045848804],"about_ca_topic_score_codex":0.0000037499142,"about_ca_topic_score_gemma":0.00009251133,"teacher_disagreement_score":0.38622877,"about_ca_system_score_codex":0.00017352955,"about_ca_system_score_gemma":0.00008953788,"threshold_uncertainty_score":0.8696119},"labels":[],"label_agreement":null},{"id":"W3208571744","doi":"10.3390/vibration4040045","title":"Influence of System and Actuator Nonlinearities on the Dynamics of Ring-Type MEMS Gyroscopes","year":2021,"lang":"en","type":"article","venue":"Vibration","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nonlinear system; Gyroscope; Control theory (sociology); Galerkin method; Actuator; Microelectromechanical systems; Vibrating structure gyroscope; Physics; Classical mechanics; Computer science","score_opus":0.007406960940991879,"score_gpt":0.2091371265545582,"score_spread":0.20173016561356633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208571744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792135,0.00014938509,0.0014900013,0.00004422276,0.0000455416,0.00004602872,0.000008468893,0.000078507146,0.00021650559],"genre_scores_gemma":[0.9983428,0.00014782579,0.0014697728,0.0000051647958,0.000007809534,0.000002844046,0.000004387832,0.0000056425665,0.000013758762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976283,0.000002245401,0.00009594094,0.000046774105,0.000050398718,0.000041800857],"domain_scores_gemma":[0.9997681,0.000049782873,0.000026302478,0.00010901315,0.000041296775,0.000005527594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027830956,0.000042863277,0.0000736913,0.000021312431,0.00001901169,0.0000065021054,0.000035397803,0.00003734955,9.726305e-7],"category_scores_gemma":[0.00005335666,0.00003218527,0.000008108348,0.00009094324,0.000031989082,0.0000737479,0.00001601949,0.00004637767,4.790426e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004830791,0.0000063703214,0.00009418896,0.00028594723,0.000013335152,8.788053e-7,0.00012300814,0.03816537,0.92652565,0.03335424,0.0000069809544,0.0014191803],"study_design_scores_gemma":[0.00004839874,0.000034382905,0.0015595683,0.0001365295,0.000004218893,0.0000014001596,0.00062731886,0.028610876,0.9686582,0.00024134618,0.00003766945,0.00004010061],"about_ca_topic_score_codex":0.0000054165057,"about_ca_topic_score_gemma":0.000026240179,"teacher_disagreement_score":0.042132523,"about_ca_system_score_codex":0.000015545766,"about_ca_system_score_gemma":0.0000083340865,"threshold_uncertainty_score":0.13124771},"labels":[],"label_agreement":null},{"id":"W3212860756","doi":"10.32920/ryerson.14651850.v1","title":"Design of MEMS magnetic actuator for MEMS fourier transform infrared spectrometer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; CMC Microsystems (Canada)","funders":"","keywords":"Actuator; Microelectromechanical systems; Translation (biology); Rotation (mathematics); Displacement (psychology); Rotary actuator; Acoustics; Mechanical engineering; Materials science; Computer science; Engineering; Electrical engineering; Physics; Optoelectronics; Artificial intelligence","score_opus":0.021579844194240944,"score_gpt":0.23519720179894182,"score_spread":0.21361735760470088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212860756","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051881608,0.0020437513,0.9379643,0.0000819605,0.00075507927,0.0015469467,0.000056769888,0.0010626952,0.0046068877],"genre_scores_gemma":[0.0893381,0.00301196,0.903921,0.000025777685,0.000114897135,0.00078316435,0.000060830545,0.00016466768,0.0025795903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866307,0.0000028030775,0.00043676415,0.0003479525,0.00017012202,0.00037928228],"domain_scores_gemma":[0.99904406,0.00013421004,0.000059115144,0.0006273351,0.00007963362,0.00005563172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011224714,0.00039030434,0.00064139935,0.00019805258,0.000023995579,0.000037636062,0.00034803216,0.00051530194,0.00035029242],"category_scores_gemma":[0.00005376957,0.0003456252,0.00024697508,0.00013425617,0.000059437934,0.00009518485,0.00011298268,0.00042207525,0.0000026151836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055329336,0.00007016742,6.549667e-7,0.0017570995,0.00042728244,0.0000149498055,0.00059746037,0.011972581,0.8683385,0.000241094,0.00284894,0.11367593],"study_design_scores_gemma":[0.00055829145,0.00022954968,0.0000122418705,0.00015539446,0.00010917656,0.000005423421,0.00028516512,0.007366657,0.9609797,0.02356201,0.006134465,0.0006019448],"about_ca_topic_score_codex":0.0000071265445,"about_ca_topic_score_gemma":0.000010374641,"teacher_disagreement_score":0.11307399,"about_ca_system_score_codex":0.000083788655,"about_ca_system_score_gemma":0.000054980035,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W3213203351","doi":"10.1115/imece2008-67763","title":"Modelling MEMS Resonators Past Pull-In","year":2008,"lang":"en","type":"article","venue":"Volume 13: Nano-Manufacturing Technology; and Micro and Nano Systems, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Galerkin method; Nonlinear system; Microelectromechanical systems; Partial differential equation; Damper; Beam (structure); Resonator; Ordinary differential equation; Differential equation; Timoshenko beam theory; Control theory (sociology); Mechanics; Physics; Mathematical analysis; Mathematics; Computer science; Engineering; Structural engineering; Optics","score_opus":0.011215272301640116,"score_gpt":0.1896001954302639,"score_spread":0.17838492312862378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213203351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630886,0.03424521,0.0007843994,0.000115197545,0.00028118293,0.0003560801,0.00001871253,0.0009798611,0.00013080415],"genre_scores_gemma":[0.9816136,0.01666194,0.00086545525,0.000011482435,0.000055718105,0.000059683665,0.000005193975,0.00005086429,0.0006761108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982244,0.000009206449,0.00047095979,0.00055234355,0.00011296333,0.0006301784],"domain_scores_gemma":[0.999421,0.000036505553,0.00008503011,0.00033157403,0.000023359255,0.00010252829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015022776,0.00041383295,0.00059290446,0.00076758966,0.00031288937,0.000055400924,0.0001705444,0.0005604219,0.0000031371687],"category_scores_gemma":[0.000010984916,0.00037099465,0.000040643456,0.0002588706,0.00037542157,0.00021136177,0.00015556846,0.00039594842,0.0000070867327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022342958,0.00032733075,0.04916279,0.003830379,0.0005826825,0.0012696353,0.0029385728,0.02047765,0.8280538,0.004068094,0.010316062,0.07874962],"study_design_scores_gemma":[0.0027899495,0.00033035965,0.001625428,0.0012702685,0.00006519848,0.0025234586,0.0017900944,0.007156164,0.5933799,0.002325746,0.3846769,0.0020665328],"about_ca_topic_score_codex":0.00015374867,"about_ca_topic_score_gemma":0.000034086614,"teacher_disagreement_score":0.37436083,"about_ca_system_score_codex":0.00004874006,"about_ca_system_score_gemma":0.000012757722,"threshold_uncertainty_score":0.9998742},"labels":[],"label_agreement":null},{"id":"W3214451405","doi":"10.32920/ryerson.14644341.v1","title":"A Comparative Analysis Of MEMS Parallel Plate Actuators","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microelectromechanical systems; Voltage; Actuator; Software; Computer science; Deformation (meteorology); Capacitor; Mechanical engineering; Electronic engineering; Engineering; Electrical engineering; Materials science; Nanotechnology; Artificial intelligence; Composite material","score_opus":0.029132453747126703,"score_gpt":0.282870562986612,"score_spread":0.2537381092394853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214451405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86279756,0.0010227012,0.12715437,0.000014959903,0.00021560866,0.00015050684,0.000037856982,0.00076105306,0.007845419],"genre_scores_gemma":[0.96252453,0.0010117688,0.036168385,0.0000052841942,0.000009590658,0.00003577777,0.000087444336,0.000013628738,0.00014356298],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991442,0.0000029268458,0.00030749527,0.00025195917,0.00012434456,0.00016905065],"domain_scores_gemma":[0.99926865,0.000054527834,0.00008051055,0.0005073787,0.000055697245,0.000033232787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003918415,0.00023885143,0.0009339651,0.00036649298,0.000014349582,0.000018662566,0.00022815654,0.0002836709,0.00016351952],"category_scores_gemma":[0.000012451545,0.00021392498,0.0002928813,0.0005301921,0.00005366337,0.00004641831,0.00028097042,0.0004075252,0.0000029343255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000477431,0.000027012822,0.0000732229,0.000120935016,0.0065820306,0.000010938048,0.0008895416,0.977048,0.011951273,0.0005650941,0.00031280416,0.0024143956],"study_design_scores_gemma":[0.00072366925,0.000076572964,0.009863247,0.0003904349,0.005421957,0.0000029830674,0.009699231,0.32836697,0.6320043,0.0068113077,0.004153524,0.002485753],"about_ca_topic_score_codex":0.00006056272,"about_ca_topic_score_gemma":0.00031237237,"teacher_disagreement_score":0.648681,"about_ca_system_score_codex":0.000046679008,"about_ca_system_score_gemma":0.000018699677,"threshold_uncertainty_score":0.87236077},"labels":[],"label_agreement":null},{"id":"W3216300545","doi":"10.1109/mwsym.2003.1210981","title":"Two movable plate nitride loaded MEMS variable capacitor","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitor; Variable capacitor; Microelectromechanical systems; Materials science; Capacitance; Stiction; Optoelectronics; Dielectric; Decoupling capacitor; Silicon nitride; Layer (electronics); Parasitic capacitance; Electrical engineering; Silicon; Composite material; Engineering; Voltage; Electrode; Physics","score_opus":0.0104234125945662,"score_gpt":0.20918667034954447,"score_spread":0.19876325775497827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216300545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5094711,0.00085398386,0.090119645,0.000029230812,0.0012829405,0.00027030482,0.000009020928,0.004515625,0.3934481],"genre_scores_gemma":[0.74104774,0.00025251042,0.24608774,0.00009047363,0.0001029149,0.00006277393,0.0000040088908,0.00008606944,0.012265732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993046,0.0000018163939,0.00014270858,0.00014077735,0.000080017744,0.00033011026],"domain_scores_gemma":[0.99962723,0.000032917433,0.000013558199,0.00025826943,0.000019580573,0.00004844531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006893199,0.0001424513,0.00015473548,0.00006710011,0.000052017967,0.000019896821,0.00010690277,0.000090457135,0.00031442623],"category_scores_gemma":[0.000055690813,0.00012675731,0.000028429875,0.00022805958,0.000026632324,0.00016144174,0.000013775469,0.00017563679,0.00012448792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019420631,0.0000102281665,0.000007571315,0.000016779331,0.000025772793,0.000007112791,0.000018113404,0.009808705,0.95848995,0.02789383,0.0030596761,0.0006603223],"study_design_scores_gemma":[0.00032761984,0.000011734553,0.0000029866972,0.00000873132,0.000005164431,0.000010243923,0.00010356466,0.00053746847,0.8697273,0.015510057,0.11356606,0.00018902941],"about_ca_topic_score_codex":0.000049500264,"about_ca_topic_score_gemma":0.000008482072,"teacher_disagreement_score":0.38118237,"about_ca_system_score_codex":0.000045332443,"about_ca_system_score_gemma":0.000008687001,"threshold_uncertainty_score":0.5169013},"labels":[],"label_agreement":null},{"id":"W3217012570","doi":"10.1109/tmtt.2004.838269","title":"RF MEMS Waveguide Switch","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Actuator; Waveguide; Extremely high frequency; Coplanar waveguide; Interface (matter); Electronic engineering; Insertion loss; Radio frequency; Crossover switch; Crossbar switch; Power (physics); Computer science; Electrical engineering; Materials science; Engineering; Optoelectronics; Microwave; Telecommunications; Physics","score_opus":0.007790064151210516,"score_gpt":0.22650424275982162,"score_spread":0.2187141786086111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217012570","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29041544,0.00022544265,0.70326674,0.000048803373,0.00011006692,0.00015825736,0.000010594461,0.0022922242,0.0034724148],"genre_scores_gemma":[0.9876887,0.0015223983,0.01036325,0.00008226523,0.000021565536,0.0000650436,8.521357e-7,0.00004156423,0.00021433036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993597,0.000004314928,0.00016616339,0.00018839042,0.000060669976,0.00022076309],"domain_scores_gemma":[0.9996161,0.000055286433,0.000017871023,0.00024520775,0.000019056222,0.000046516958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016201289,0.00019953866,0.00016630844,0.00015529917,0.00012695363,0.000019994473,0.00010985229,0.00016629089,0.000022142012],"category_scores_gemma":[0.0000032175321,0.00018427044,0.000063708525,0.00013595339,0.00013583997,0.00013659449,0.0000014434574,0.00032011897,0.000013407993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022717182,0.000027170276,6.439734e-8,0.000018609964,0.0000231162,0.0000066916105,0.00007300028,0.00029564727,0.90255433,0.0043019587,0.000028083106,0.09264862],"study_design_scores_gemma":[0.00014560173,0.00008530488,8.227283e-7,0.00005826111,0.00001560219,0.000039177958,0.00008482474,0.0000011900776,0.8752576,0.12187351,0.0022429125,0.00019520307],"about_ca_topic_score_codex":0.0000059938247,"about_ca_topic_score_gemma":0.00001655389,"teacher_disagreement_score":0.6972733,"about_ca_system_score_codex":0.00005973623,"about_ca_system_score_gemma":0.0000079141455,"threshold_uncertainty_score":0.751433},"labels":[],"label_agreement":null},{"id":"W40892031","doi":"10.1116/1.1506172","title":"Investigation and simulation of XeF2 isotropic etching of silicon","year":2002,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Etching (microfabrication); Wafer; Silicon; Substrate (aquarium); Materials science; Surface finish; Isotropy; Isotropic etching; Etch pit density; Surface roughness; Optics; Optoelectronics; Composite material; Geology; Layer (electronics); Physics","score_opus":0.01640121551127988,"score_gpt":0.23418468433795006,"score_spread":0.21778346882667018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40892031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947536,0.0037556686,0.0009121901,0.00027862674,0.00011207419,0.00007068949,0.0000025534746,0.000075022945,0.00003957483],"genre_scores_gemma":[0.9902825,0.0019369177,0.0077498234,0.0000058542987,0.000006696102,8.6578524e-7,9.436349e-8,0.000007937985,0.000009334178],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902046,0.000004674717,0.00045153144,0.0001375672,0.00019209787,0.00019364791],"domain_scores_gemma":[0.99927616,0.00006589866,0.00031139428,0.0001558642,0.00014188777,0.00004878854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027477514,0.00012378515,0.00031371298,0.00074750057,0.00009069879,0.000014526269,0.00023808,0.00017008204,0.000008429748],"category_scores_gemma":[0.00011526962,0.00010187485,0.00003219698,0.0008762374,0.0008284981,0.00053145527,0.00007838899,0.0002820207,3.2901823e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043975283,0.000011565469,0.0061033834,0.000048865233,0.000014093858,0.0000024122285,0.00031946923,0.01681529,0.96868753,0.00049992814,0.0000131148745,0.0074799466],"study_design_scores_gemma":[0.00067267363,0.0006704316,0.014808762,0.0002360175,0.000041319672,0.00009023662,0.001520241,0.18913284,0.78111976,0.011260463,0.0002117775,0.00023548874],"about_ca_topic_score_codex":0.00000294245,"about_ca_topic_score_gemma":0.000001622615,"teacher_disagreement_score":0.18756779,"about_ca_system_score_codex":0.000018845685,"about_ca_system_score_gemma":0.000014837675,"threshold_uncertainty_score":0.4154336},"labels":[],"label_agreement":null},{"id":"W4205706274","doi":"10.1109/icmra53481.2021.9675783","title":"On the Effect of Force, Displacement and Voltage on the Capacitance of Piezoelectric Stack Actuators for Self-Sensing Applications","year":2021,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Capacitance; Displacement (psychology); Actuator; Piezoelectricity; Voltage; Stack (abstract data type); Acoustics; Differential capacitance; Materials science; Capacitive sensing; Displacement current; Capacitor; Physics; Electrical engineering; Engineering; Computer science; Electrode","score_opus":0.0050587503947263435,"score_gpt":0.21015897624531069,"score_spread":0.20510022585058435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205706274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79928946,0.0001529939,0.19850816,0.00011060798,0.00002117688,0.00062801753,0.000009209058,0.00010270987,0.0011776666],"genre_scores_gemma":[0.99817187,0.00012104019,0.0014661859,0.000017102142,0.000006296239,0.00007665964,0.0000011149132,0.000011530372,0.00012819588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996335,0.000004363199,0.00010114315,0.00008961254,0.00006549877,0.00010589685],"domain_scores_gemma":[0.9987332,0.0009653822,0.000030912393,0.00023985989,0.00002140007,0.000009230581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009200564,0.00008400341,0.00011394233,0.000026862825,0.000056562236,0.0000051132706,0.00005942901,0.00003265959,0.0000036869542],"category_scores_gemma":[0.00008200048,0.000043805925,0.00003291103,0.00017024258,0.000031261367,0.000017273293,0.000009960903,0.00007738813,5.3188785e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004881824,0.000037365797,0.00005916431,0.00040619308,0.00017872876,5.846101e-7,0.00020617232,0.0019895118,0.6638502,0.2381184,0.0012845879,0.09382031],"study_design_scores_gemma":[0.00015793997,0.00019504002,0.000028224245,0.000028859735,0.000017029115,5.7876747e-7,0.00015555578,0.004902181,0.98944175,0.0040852716,0.0009280542,0.00005954004],"about_ca_topic_score_codex":9.4846774e-7,"about_ca_topic_score_gemma":0.0000054301945,"teacher_disagreement_score":0.32559156,"about_ca_system_score_codex":0.000022634342,"about_ca_system_score_gemma":0.000004023139,"threshold_uncertainty_score":0.17863537},"labels":[],"label_agreement":null},{"id":"W4206039464","doi":"10.1063/5.0074694","title":"Temperature frequency stability study of extensional mode N-doped silicon MEMS resonator","year":2022,"lang":"en","type":"article","venue":"AIP Advances","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"RES’EAU-WaterNET","keywords":"Resonator; Materials science; Microelectromechanical systems; Silicon; Temperature coefficient; Vibration; Normal mode; Finite element method; Doping; Resonance (particle physics); Condensed matter physics; Composite material; Optoelectronics; Acoustics; Physics; Thermodynamics; Atomic physics","score_opus":0.012383967360864275,"score_gpt":0.2503760845755403,"score_spread":0.237992117214676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206039464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926147,0.0059011024,0.000019992167,0.000035429603,0.00034428018,0.00032967117,0.000065546534,0.00042248776,0.00026682307],"genre_scores_gemma":[0.9985945,0.00026761869,0.00087781023,0.000019855763,0.000025567517,0.00015792673,0.000007689595,0.000024572593,0.000024424855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892807,0.000016058058,0.00026922906,0.0002754461,0.00029628997,0.00021489162],"domain_scores_gemma":[0.9993778,0.00008089146,0.000053099833,0.0004028074,0.000051054925,0.00003437208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010970146,0.00016367885,0.00026100402,0.000075610966,0.0001526592,0.0000058167293,0.00026162906,0.000043633678,0.00010013479],"category_scores_gemma":[0.00005948363,0.0001499705,0.00004509408,0.00030277544,0.000060562365,0.00023804419,0.00012629069,0.0003635389,0.0000014183071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000355598,0.00034548028,0.0032415607,0.000055379864,0.000034561628,0.000021361275,0.0006430605,0.023753764,0.9666983,0.0004042558,0.00017303863,0.0045937025],"study_design_scores_gemma":[0.0031886345,0.0028495477,0.018996634,0.00006069241,0.00006707363,0.000034824432,0.05014223,0.0018397957,0.85522324,0.037990842,0.028111193,0.0014952773],"about_ca_topic_score_codex":0.000033358425,"about_ca_topic_score_gemma":0.0001454611,"teacher_disagreement_score":0.11147502,"about_ca_system_score_codex":0.00008466789,"about_ca_system_score_gemma":0.000018716333,"threshold_uncertainty_score":0.61156195},"labels":[],"label_agreement":null},{"id":"W4210623026","doi":"10.1115/imece2021-72853","title":"Effect of Manufacturing Process Tolerances on MEMS Vibratory Sensor Dynamics","year":2021,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micralyne; University of Windsor","funders":"","keywords":"Design for manufacturability; Resonator; Microelectromechanical systems; Finite element method; Wafer; Offset (computer science); Materials science; Mechanical engineering; Inertial frame of reference; Process (computing); Electronic engineering; Engineering; Computer science; Optoelectronics; Structural engineering; Physics","score_opus":0.003784601727109406,"score_gpt":0.2255550318076583,"score_spread":0.2217704300805489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210623026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896618,0.00019849978,0.001201081,0.000018511912,0.00016260213,0.000068243375,0.0000040112072,0.0005486025,0.008136652],"genre_scores_gemma":[0.9989911,0.00009607774,0.00069236493,0.000010745052,0.000018081151,0.000010878476,0.0000024850667,0.00001812991,0.00016014598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995521,0.0000028863958,0.00010861685,0.000117531745,0.000084275416,0.00013461556],"domain_scores_gemma":[0.9997131,0.000073079114,0.000016322589,0.0001654851,0.0000135467535,0.000018473107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003615853,0.000112261245,0.00017301684,0.00003887467,0.00001977981,0.000006702775,0.00007038513,0.00006855179,0.000024931995],"category_scores_gemma":[0.000020288346,0.00008917412,0.000036722515,0.00007247309,0.000023261331,0.00006913647,0.000015775533,0.000116793126,0.0000060719094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047577596,0.00004894298,0.00025169586,0.0023883116,0.0001266273,0.00010899034,0.00012743803,0.16989887,0.49752486,0.0008508925,0.00015757732,0.3284682],"study_design_scores_gemma":[0.00014333893,0.000075266915,0.00007790289,0.000050626244,0.000004701619,0.0000036200272,0.00011406736,0.0021714012,0.996835,0.00015825262,0.00026430844,0.0001015402],"about_ca_topic_score_codex":0.0000010955418,"about_ca_topic_score_gemma":0.000011876931,"teacher_disagreement_score":0.4993101,"about_ca_system_score_codex":0.00002560545,"about_ca_system_score_gemma":0.0000045363336,"threshold_uncertainty_score":0.36364153},"labels":[],"label_agreement":null},{"id":"W4210656413","doi":"10.1109/tuffc.2022.3148676","title":"A Nonlinear Pulse Shaping Method Using Resonant Piezoelectric MEMS Devices","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Acoustics; Materials science; Microelectromechanical systems; Nonlinear system; Piezoelectricity; Optoelectronics; Physics","score_opus":0.021148869901694314,"score_gpt":0.2544275380079537,"score_spread":0.23327866810625938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210656413","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07935328,0.0058262045,0.91284627,0.00009955017,0.00044396857,0.00045829237,0.00013713825,0.00067095674,0.00016435876],"genre_scores_gemma":[0.9777705,0.0015729148,0.02012423,0.00018460708,0.000041306364,0.00018098793,0.000004282717,0.00008793852,0.00003322659],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980016,0.00004434367,0.00043281782,0.0004640679,0.00035340496,0.00070376456],"domain_scores_gemma":[0.9990429,0.00035125925,0.00008844025,0.00032708823,0.00006697586,0.0001233096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003878604,0.0003724182,0.00044028167,0.000568443,0.00079308916,0.00006458801,0.00029221317,0.00015618111,0.000069261674],"category_scores_gemma":[0.000024409264,0.00038989284,0.00015084154,0.0013470943,0.000043998232,0.0002013224,0.000002302709,0.0011991354,0.0000023342227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007340139,0.00017837335,0.000015842645,0.000052647,0.0002278055,0.000043356715,0.00014532708,0.17278844,0.39001733,0.00040435864,0.000018208755,0.43603492],"study_design_scores_gemma":[0.0013723488,0.0005693325,0.000017068256,0.00002282573,0.00017262256,0.00021102068,0.000118857315,0.9644105,0.02950553,0.0012715637,0.0016846969,0.00064365356],"about_ca_topic_score_codex":0.00012426462,"about_ca_topic_score_gemma":0.00008530408,"teacher_disagreement_score":0.89841723,"about_ca_system_score_codex":0.00039467704,"about_ca_system_score_gemma":0.00009370686,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W4211142896","doi":"10.1007/978-1-4020-8021-0_11","title":"Electrostatic Actuators","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Electrode; Actuator; Voltage; Capacitance; Materials science; Electrostatics; Electrical engineering; Mechanical engineering; Physics; Engineering","score_opus":0.0063746107745683706,"score_gpt":0.18721158910468685,"score_spread":0.18083697833011847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211142896","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000072551,0.00062692194,0.0054918337,0.000022859018,0.00014444948,0.00010751481,0.0000054164952,0.0022719332,0.99125654],"genre_scores_gemma":[0.01194747,0.004577795,0.013336738,0.00007281308,0.00009447254,0.000015051369,0.00002230871,0.00022951094,0.96970385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995107,8.376695e-8,0.00011909655,0.000121648496,0.00007541099,0.00017303224],"domain_scores_gemma":[0.9997234,0.000011455239,0.000017232727,0.00021102988,0.000009555423,0.000027368027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00000918182,0.00021775434,0.00018928919,0.00009189675,0.00001652437,0.000007924962,0.00010054742,0.0002531969,0.0006382807],"category_scores_gemma":[0.0000037841064,0.00019546763,0.000057908554,0.000012610202,0.000031688494,0.000036428286,0.000017963333,0.00030552995,0.00028298437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.720893e-7,0.0000015365326,4.7529685e-8,0.00006623703,0.00006178733,0.000024134592,0.000012385389,0.0002638248,0.0022164157,0.9332193,0.0035691324,0.06056423],"study_design_scores_gemma":[0.00009560961,0.000035988793,6.9768635e-7,0.000078023164,0.00001623989,0.000005793627,0.0000040281834,0.000012048907,0.014612386,0.60126585,0.38350183,0.00037151598],"about_ca_topic_score_codex":0.0000011521464,"about_ca_topic_score_gemma":0.000008699972,"teacher_disagreement_score":0.3799327,"about_ca_system_score_codex":0.00012559455,"about_ca_system_score_gemma":0.000014801677,"threshold_uncertainty_score":0.7970938},"labels":[],"label_agreement":null},{"id":"W4212837456","doi":"10.1117/12.2607847","title":"Enhanced travel range bipolar tri-electrode electrostatic actuator using extended background electrode","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectromechanical systems; Actuator; Electrode; Materials science; Cantilever; Optoelectronics; Voltage; Finite element method; Electrical engineering; Physics; Composite material; Engineering; Structural engineering","score_opus":0.016120996005405362,"score_gpt":0.24552229486664165,"score_spread":0.22940129886123628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212837456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8599681,0.0027105922,0.13431878,0.000054998316,0.00020009922,0.00039378117,0.00001683284,0.0014418093,0.0008949925],"genre_scores_gemma":[0.9838427,0.0006194487,0.014434723,0.00012300334,0.00006556297,0.00016016435,0.000017776552,0.000118922086,0.0006177432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800545,0.000021171165,0.00034096878,0.00039153968,0.0003096141,0.0009312772],"domain_scores_gemma":[0.99933946,0.00007337258,0.000060498118,0.00041499984,0.000029931203,0.000081743296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015970618,0.00034514544,0.0003951659,0.00027271087,0.00033633268,0.000038214068,0.00034892024,0.000094555886,0.00048273083],"category_scores_gemma":[0.000026746819,0.00035581316,0.00012107405,0.0007462272,0.000044762295,0.00023924744,0.0000784337,0.00069651194,0.000015530526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042797525,0.000043508244,0.0000010319061,0.000022561826,0.00006022261,0.0000089751065,0.000092878574,0.001462219,0.98859704,0.0013625147,0.00028762707,0.008018626],"study_design_scores_gemma":[0.0008387124,0.00032315849,0.00008579387,0.000005630493,0.000039127393,0.00005566863,0.0005283139,0.010225696,0.9784047,0.0028771642,0.0060777063,0.0005383477],"about_ca_topic_score_codex":0.000030307203,"about_ca_topic_score_gemma":0.00003821517,"teacher_disagreement_score":0.123874545,"about_ca_system_score_codex":0.0005702347,"about_ca_system_score_gemma":0.000067154964,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W4212941731","doi":"10.36227/techrxiv.19158449.v1","title":"Optimized Trip Angle in Accelerometer to Improve Force and Voltage Measurements and Reduce Calibration Error","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Accelerometer; Calibration; Voltage; Computer science; Acoustics; Simulation; Electrical engineering; Physics; Engineering; Mathematics; Statistics","score_opus":0.04850154243799494,"score_gpt":0.2815204812345438,"score_spread":0.2330189387965489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212941731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704204,0.0007258361,0.025031725,0.00013662709,0.000435082,0.0011453703,0.000034033405,0.0006299799,0.001440904],"genre_scores_gemma":[0.92342895,0.00046358915,0.0729495,0.00007081015,0.000036604535,0.0007578562,0.000033996697,0.000078002384,0.0021806862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903893,0.000005880981,0.00024084009,0.0003753884,0.0001294977,0.00020945135],"domain_scores_gemma":[0.9995962,0.000021275435,0.000036008154,0.00027891737,0.000013954419,0.000053638476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014481547,0.00022113888,0.00030060703,0.00023687232,0.000034117085,0.00005259297,0.00014137014,0.0001816725,0.000061023242],"category_scores_gemma":[0.000060750466,0.00021746308,0.000027673517,0.00012846472,0.000017904395,0.00014037246,0.00059393316,0.0003914877,4.8002704e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009372171,0.000034137018,0.000114021044,0.00035408247,0.00007531335,0.0000094433235,0.000441563,0.06632673,0.9007644,0.00004558985,0.00076202175,0.03097898],"study_design_scores_gemma":[0.005437417,0.0004501752,0.0040917085,0.00030853495,0.00009017954,0.000009036059,0.0017701027,0.07261216,0.8994192,0.010034352,0.0033634317,0.0024136957],"about_ca_topic_score_codex":0.000050543647,"about_ca_topic_score_gemma":0.00003270667,"teacher_disagreement_score":0.047917772,"about_ca_system_score_codex":0.00011117874,"about_ca_system_score_gemma":0.000011665372,"threshold_uncertainty_score":0.88678867},"labels":[],"label_agreement":null},{"id":"W4213425901","doi":"10.1007/978-1-4020-8021-0_1","title":"Introduction","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Surface micromachining; Computer science; Hierarchy; Engineering drawing; Surface (topology); Engineering; Mathematics","score_opus":0.00687314982955635,"score_gpt":0.182051654970117,"score_spread":0.17517850514056063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213425901","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015825774,0.0005004177,0.0016537996,0.00015224276,0.0005271999,0.00005608157,0.00000204814,0.0021552276,0.9949372],"genre_scores_gemma":[0.00044651492,0.0018011815,0.004601403,0.000010800549,0.00074398896,0.000003699653,0.000011159514,0.00006161527,0.99231964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969465,4.0643673e-8,0.00007872538,0.00010385106,0.00004505899,0.00007765169],"domain_scores_gemma":[0.9997818,0.000002113231,0.000010173993,0.00018466062,0.000009156072,0.000012125713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000007539138,0.00012666393,0.00010896735,0.000062969535,0.000010929807,0.000004501398,0.000052477422,0.0002103945,0.0013449389],"category_scores_gemma":[0.0000022222637,0.00011731789,0.00003375417,0.000007111273,0.000023244958,0.000034384782,0.000014054675,0.00020606762,0.00039644004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.900187e-7,7.265594e-7,7.3038646e-9,0.000029024724,0.000021845422,0.0000044475278,0.0000028243237,0.0012800136,0.0038474284,0.93178684,0.029071325,0.03395501],"study_design_scores_gemma":[0.000029242274,0.00000791627,2.7980448e-7,0.00001462957,0.0000046923515,0.0000036089446,0.0000013228214,0.0000030156043,0.009490685,0.17974766,0.8105688,0.00012812231],"about_ca_topic_score_codex":5.8772946e-7,"about_ca_topic_score_gemma":0.0000033322651,"teacher_disagreement_score":0.7814975,"about_ca_system_score_codex":0.0000775501,"about_ca_system_score_gemma":0.0000038461785,"threshold_uncertainty_score":0.999568},"labels":[],"label_agreement":null},{"id":"W4231275990","doi":"10.1002/cta.460","title":"Analysis of OTA‐C filters with weakly nonlinear transconductors","year":2007,"lang":"en","type":"article","venue":"International Journal of Circuit Theory and Applications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nonlinear system; Filter (signal processing); Control theory (sociology); Analogue filter; Mathematics; Distortion (music); Computer science; Algorithm; Amplifier; Digital filter; Bandwidth (computing); Physics; Telecommunications; Artificial intelligence","score_opus":0.007833525049212553,"score_gpt":0.24946426912326855,"score_spread":0.241630744074056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231275990","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47945482,0.00034379633,0.5191636,0.000015304875,0.00004172551,0.00003992152,0.000020891313,0.000023335271,0.0008965957],"genre_scores_gemma":[0.99896145,0.00037641352,0.00054774486,0.00001717598,0.000060687184,0.0000032235566,0.000004328873,0.000007260128,0.000021709542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947643,0.000003453827,0.00025969543,0.000055889588,0.00013578625,0.000068725],"domain_scores_gemma":[0.9994856,0.00014822214,0.00010966072,0.00008115889,0.00014073553,0.000034608576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026554306,0.000064010805,0.000143209,0.00034403833,0.000018759585,0.000008428714,0.00018605238,0.00003467007,0.0000234444],"category_scores_gemma":[0.000012526707,0.000051336854,0.00006951155,0.00025917147,0.00009405111,0.00010879194,0.000005645294,0.00010930268,4.3939744e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011841908,0.000115652656,0.0014012888,0.000021508895,0.0032373003,0.000016067053,0.00060384965,0.007093906,0.29464403,0.5179464,0.000021767975,0.17477977],"study_design_scores_gemma":[0.0027742332,0.0004911714,0.04912647,0.00029134232,0.0034195837,0.00047747107,0.0074090855,0.0005222404,0.5498534,0.29259148,0.09196547,0.0010780892],"about_ca_topic_score_codex":8.36565e-7,"about_ca_topic_score_gemma":0.0000067880133,"teacher_disagreement_score":0.51950663,"about_ca_system_score_codex":0.000018795321,"about_ca_system_score_gemma":0.00000897041,"threshold_uncertainty_score":0.20934561},"labels":[],"label_agreement":null},{"id":"W4231972844","doi":"10.1149/ma2012-01/44/1618","title":"Modeling a Novel MEMS Gyroscope","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gyroscope; Microelectromechanical systems; Vibrating structure gyroscope; Computer science; Aerospace engineering; Engineering; Electronic engineering; Physics; Optoelectronics","score_opus":0.024700709622574573,"score_gpt":0.24659384813485893,"score_spread":0.22189313851228437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231972844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93156534,0.0010884196,0.0011850147,0.000025468458,0.0006471909,0.00006980111,0.0000026362372,0.0013498492,0.06406628],"genre_scores_gemma":[0.97867095,0.00007724526,0.020878315,0.000016306343,0.00023543664,0.000012044647,0.000002164056,0.000045829016,0.00006167439],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990518,9.784255e-7,0.00022191803,0.00011736228,0.00012003569,0.00048791387],"domain_scores_gemma":[0.9996157,0.000040981653,0.000027641912,0.00020503232,0.000019617686,0.00009099323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021094775,0.00015593955,0.00014095166,0.00006332646,0.00007347764,0.000022731927,0.00012941008,0.00011939235,0.0000061314804],"category_scores_gemma":[0.00016115278,0.0001536023,0.00003696031,0.00010434163,0.00001808358,0.00025939464,0.000039609546,0.00025923134,0.000080171776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.5422133e-7,0.000013417141,0.000023369239,0.000016216782,0.0000062231943,7.9650016e-7,0.00008089353,0.5070866,0.49221143,0.000011818863,0.00007347615,0.00047501383],"study_design_scores_gemma":[0.00024031401,0.000012029074,0.00052742066,0.00013404436,0.000012835781,0.0000151839195,0.00027226662,0.04766773,0.9421356,0.00022356673,0.008367738,0.00039132018],"about_ca_topic_score_codex":0.00003100344,"about_ca_topic_score_gemma":0.000004756624,"teacher_disagreement_score":0.45941886,"about_ca_system_score_codex":0.000044468958,"about_ca_system_score_gemma":0.000005465478,"threshold_uncertainty_score":0.62637204},"labels":[],"label_agreement":null},{"id":"W4231973996","doi":"10.32920/ryerson.14661381","title":"Development of an Electromagnetic Actuator based Translation Micromirror as a Movable Mirror in a Miniaturized FTIR Spectrometer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada); Toronto Metropolitan University; Alcohol Countermeasure Systems (Canada); University of Toronto","funders":"","keywords":"Actuator; Microelectromechanical systems; Optics; Translation (biology); Materials science; Surface micromachining; Tilt (camera); Microactuator; Optoelectronics; Physics; Mechanical engineering; Electrical engineering; Engineering; Chemistry","score_opus":0.01890256871738407,"score_gpt":0.2526443429874986,"score_spread":0.23374177427011453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231973996","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817157,0.00015068892,0.000026229178,0.000042581018,0.0001229096,0.0005603478,0.000007783489,0.00047330544,0.0004445841],"genre_scores_gemma":[0.041141987,0.00009006651,0.9582998,0.000017601955,0.000006283433,0.00019579739,0.00011189528,0.00006297058,0.00007356886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835503,0.000012475846,0.0005923889,0.0004542415,0.00018755552,0.00039831223],"domain_scores_gemma":[0.99928695,0.00004296026,0.00008487918,0.00048655836,0.00004065305,0.000058008478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012704465,0.00039200144,0.00061026425,0.00043371387,0.00002029525,0.000033284763,0.00027834912,0.00045843993,0.00026816624],"category_scores_gemma":[0.000022940778,0.00038781526,0.000121215446,0.0002986466,0.000028573897,0.000103000835,0.000067931804,0.00054578984,0.00000531172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000417749,0.00009634025,3.7532445e-8,0.00035246334,0.000042457574,0.000017515515,0.00043963164,0.0000027064077,0.9974723,0.0000050496733,0.0000028085658,0.0015269553],"study_design_scores_gemma":[0.00086823327,0.00008399357,0.0004727442,0.0002213936,0.000021389367,0.0000039270712,0.00017743418,0.00033054376,0.9964802,0.0003208216,0.00058976,0.00042952652],"about_ca_topic_score_codex":0.00005898466,"about_ca_topic_score_gemma":0.0010308754,"teacher_disagreement_score":0.9582736,"about_ca_system_score_codex":0.00018684496,"about_ca_system_score_gemma":0.00024513187,"threshold_uncertainty_score":0.99985737},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4233905768","doi":"10.22215/etd/2007-06654","title":"Micromachined hemispheroidal cavity resonators","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Resonator; Electrical engineering; Physics; Engineering; Humanities; Art","score_opus":0.004725787742236424,"score_gpt":0.2572237126220874,"score_spread":0.25249792487985095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233905768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87999517,0.0021434897,0.00033971923,0.0000040975824,0.0008466737,0.00013053144,0.000009437764,0.0024206496,0.114110224],"genre_scores_gemma":[0.7213068,0.0029398892,0.057780344,0.000087130415,0.0005168792,0.0001122549,0.0019067912,0.00064625556,0.21470365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992353,8.4835017e-7,0.00019371607,0.00019066386,0.00011867527,0.00026084733],"domain_scores_gemma":[0.9996411,0.000021412332,0.000030503392,0.00023757797,0.000025946016,0.000043454074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004713637,0.00025739666,0.0002263826,0.00009900156,0.000039861112,0.000012912528,0.00017316251,0.0005210274,0.00013268173],"category_scores_gemma":[0.00002131737,0.00024412124,0.00007554097,0.00014073621,0.000014631021,0.000048819944,0.000010699895,0.0004746464,0.00004498468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004540775,0.000027745324,0.000024260515,0.00044655756,0.00010096091,0.00005221159,0.00017404398,0.00020849523,0.8196705,0.0009640763,0.018711537,0.15957421],"study_design_scores_gemma":[0.00016635437,0.000015996056,0.0007467452,0.000056810055,0.000016902635,0.0000037176508,0.00043120031,0.000055360604,0.9361995,0.001424689,0.060388166,0.00049458636],"about_ca_topic_score_codex":0.000042132906,"about_ca_topic_score_gemma":0.00084576575,"teacher_disagreement_score":0.15907963,"about_ca_system_score_codex":0.000076478806,"about_ca_system_score_gemma":0.000011471977,"threshold_uncertainty_score":0.9954975},"labels":[],"label_agreement":null},{"id":"W4234549632","doi":"10.1007/978-1-4020-8021-0_15","title":"SUMMiT™ Process","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Summit; Process (computing); Polycrystalline silicon; Materials science; Computer science; Nanotechnology; Geography; Layer (electronics); Cartography; Programming language","score_opus":0.010699639437651723,"score_gpt":0.21368397106854756,"score_spread":0.20298433163089583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234549632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006701497,0.0009047708,0.00086294115,0.000018947663,0.00015656595,0.00009963473,0.000006166766,0.0025871824,0.9952968],"genre_scores_gemma":[0.010036271,0.0021529174,0.0029624782,0.000031578533,0.00012294613,0.000017330884,0.000014002216,0.00015901767,0.98450345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995383,4.6812836e-8,0.00011220043,0.00013270121,0.00007939954,0.00013732954],"domain_scores_gemma":[0.99973273,0.0000051839743,0.00001593985,0.00020446231,0.000017481796,0.0000242285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00000850263,0.00020476886,0.00017775835,0.00007366479,0.00001562562,0.000007401576,0.00013127852,0.0003178891,0.0005288998],"category_scores_gemma":[0.0000028141912,0.00018180792,0.000047493817,0.0000119272345,0.000035958594,0.00004540831,0.000019154104,0.0002797137,0.0002385428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002214343,0.0000047628573,4.790692e-7,0.00044920537,0.0000953545,0.00006531728,0.000023895507,0.006348432,0.00090928515,0.9344689,0.0057694875,0.05186264],"study_design_scores_gemma":[0.000106618514,0.000019596744,8.739379e-7,0.00017321073,0.000012802127,0.0000026934526,0.000012735178,0.000008020983,0.013922993,0.6383507,0.34695283,0.00043692172],"about_ca_topic_score_codex":7.7794937e-7,"about_ca_topic_score_gemma":0.000013402804,"teacher_disagreement_score":0.34118333,"about_ca_system_score_codex":0.000057489764,"about_ca_system_score_gemma":0.000011826224,"threshold_uncertainty_score":0.7413912},"labels":[],"label_agreement":null},{"id":"W4235139592","doi":"10.1007/978-1-4613-0103-5_13","title":"Pressure","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Atmospheric pressure; Surface pressure; Hydraulic pressure; Mechanics; Impact pressure; Environmental science; Meteorology; Engineering; Physics; Mechanical engineering","score_opus":0.01076658166529947,"score_gpt":0.19378079658044822,"score_spread":0.18301421491514874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235139592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003851689,0.0036084596,0.00091587886,0.00001441049,0.0001671418,0.00006574283,0.000006807911,0.0022003367,0.9930174],"genre_scores_gemma":[0.00023979634,0.0042724423,0.0011914087,0.000013084875,0.00008176244,0.0000038064359,0.000004671596,0.000059624745,0.9941334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965465,6.208405e-8,0.00008223835,0.000100306796,0.000055800723,0.00010695977],"domain_scores_gemma":[0.99972683,0.0000065998256,0.000010769754,0.00022839555,0.000009033938,0.000018360392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006877608,0.00015879617,0.00014566483,0.000051022766,0.000011110955,0.0000054834763,0.00009980655,0.00030783092,0.0013436198],"category_scores_gemma":[0.0000017269329,0.00014055302,0.00004368059,0.000006797765,0.000021794613,0.000028321476,0.000026636304,0.00023568825,0.00022951589],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014808537,0.0000021784253,3.0448595e-7,0.00012324362,0.00017957004,0.000056651566,0.0000075066914,0.001366617,0.0016287138,0.7146458,0.14255503,0.13943288],"study_design_scores_gemma":[0.00002766294,0.000006197586,5.36013e-7,0.000027742113,0.000013574929,0.000005040447,0.0000011382879,0.000039019636,0.0007440594,0.042008128,0.95695716,0.00016973709],"about_ca_topic_score_codex":6.7227205e-7,"about_ca_topic_score_gemma":0.0000057761818,"teacher_disagreement_score":0.8144021,"about_ca_system_score_codex":0.000010350821,"about_ca_system_score_gemma":0.0000020472235,"threshold_uncertainty_score":0.9995693},"labels":[],"label_agreement":null},{"id":"W4235748812","doi":"10.1007/978-1-4020-8021-0_9","title":"Electrical Components","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Computer science","score_opus":0.014812043185700239,"score_gpt":0.2004926587566235,"score_spread":0.18568061557092327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235748812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013523077,0.0006917914,0.0012857355,0.000016581396,0.00015714201,0.00008594502,0.0000038948588,0.0020924571,0.9955312],"genre_scores_gemma":[0.01327566,0.003741418,0.010896865,0.000059911847,0.00015440247,0.000010368528,0.00003464279,0.00018837345,0.9716384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952143,9.781626e-8,0.00011710697,0.00012134252,0.00008652422,0.00015346674],"domain_scores_gemma":[0.99975693,0.000008785217,0.00001311205,0.00018291899,0.0000090400545,0.000029188617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007511011,0.0001883361,0.00019114417,0.000087793465,0.00001558967,0.0000059487675,0.000114668685,0.00031183608,0.00037170612],"category_scores_gemma":[0.0000021299832,0.00017151119,0.000059473077,0.000012347588,0.00002687201,0.000024440145,0.000026918853,0.00034745203,0.00035132063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018833036,0.000004429766,2.1194337e-7,0.00003185262,0.00006141738,0.00004536548,0.0000030658468,0.00049681816,0.010776021,0.9528432,0.004528836,0.031206902],"study_design_scores_gemma":[0.00017096338,0.000032214197,0.000009027836,0.00007294796,0.000013764879,0.000010407635,5.2163614e-7,0.00009770629,0.007221789,0.29843357,0.69350445,0.00043259203],"about_ca_topic_score_codex":0.0000015488508,"about_ca_topic_score_gemma":0.0000021605858,"teacher_disagreement_score":0.68897563,"about_ca_system_score_codex":0.000109687244,"about_ca_system_score_gemma":0.00000588489,"threshold_uncertainty_score":0.6994023},"labels":[],"label_agreement":null},{"id":"W4235882082","doi":"10.32920/ryerson.14665668","title":"Development of electrostatic actuators with large out-of-plane deflection and its application in scanning display","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microactuator; Actuator; Deflection (physics); Instability; Rotation (mathematics); Materials science; Optics; Physics; Engineering; Mechanics; Electrical engineering; Computer science","score_opus":0.00987750323267899,"score_gpt":0.2485297020588268,"score_spread":0.2386521988261478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235882082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82993466,0.00032632658,0.16927667,0.000003342299,0.000033189775,0.00019287081,0.0000023109437,0.000097346776,0.0001333124],"genre_scores_gemma":[0.94835454,0.00026577845,0.051235802,0.0000013761836,0.0000031109478,0.00007816986,0.000034431912,0.000016428272,0.000010363741],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938637,0.0000019599836,0.00023064608,0.00016638469,0.00008010776,0.00013455671],"domain_scores_gemma":[0.9997492,0.00001673306,0.000073626776,0.000116138304,0.000029598013,0.000014723768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061496285,0.00013191774,0.00023045097,0.0001282664,0.000014195673,0.0000053919757,0.000045937046,0.00012436481,0.0000020379437],"category_scores_gemma":[0.000010267779,0.000117241994,0.000010663935,0.000119057026,0.000009791608,0.000042765194,0.00007119421,0.0002146889,2.4685704e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028453655,0.00006826456,0.0018757727,0.001837341,0.00013987519,0.000004743575,0.0038152758,0.008975172,0.9241066,0.0009947916,0.000005707936,0.058148023],"study_design_scores_gemma":[0.0002560966,0.000024988718,0.0054189223,0.0004411681,0.000015044103,0.0000024678225,0.00080328854,0.005109212,0.98733944,0.00016116534,0.00018126791,0.00024695785],"about_ca_topic_score_codex":0.0000133700205,"about_ca_topic_score_gemma":0.0013870968,"teacher_disagreement_score":0.1184199,"about_ca_system_score_codex":0.00006668292,"about_ca_system_score_gemma":0.000040524348,"threshold_uncertainty_score":0.47809896},"labels":[],"label_agreement":null},{"id":"W4237705228","doi":"10.1007/978-1-4020-8021-0_8","title":"Design Techniques","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Wafer; Substrate (aquarium); Layer (electronics); Shield; Surface (topology); Materials science; Optoelectronics; Mechanical engineering; Nanotechnology; Engineering; Geology; Geometry; Mathematics","score_opus":0.02029627106377921,"score_gpt":0.21272298938765047,"score_spread":0.19242671832387126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237705228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.959896e-7,0.0006665795,0.13321842,0.000014625958,0.00007362723,0.00016602325,0.0000019978638,0.0059894905,0.85986865],"genre_scores_gemma":[0.00033768322,0.005161109,0.28282815,0.000038894108,0.00009277928,0.00003199919,0.0000054814545,0.00017018268,0.7113337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995578,1.5811148e-7,0.00011948654,0.00012675776,0.000065924214,0.00012986679],"domain_scores_gemma":[0.9996919,0.000012071099,0.000016436737,0.00024631724,0.000013121515,0.000020128482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000020260159,0.00021823966,0.00018489733,0.000102332,0.000015811847,0.000007931517,0.00012926279,0.0004029054,0.00039403638],"category_scores_gemma":[0.0000023662155,0.00019528241,0.00004677903,0.000009969102,0.00003895984,0.000039863848,0.00002824029,0.00027563848,0.00013322863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002107097,0.0000027406466,1.2398504e-8,0.0000809577,0.000060707498,0.000054173623,0.000009636046,0.0009766255,0.018717324,0.76249033,0.011968253,0.20563714],"study_design_scores_gemma":[0.000029388382,0.000028439914,6.335092e-8,0.00010576162,0.000007713748,0.000005180179,0.0000011229475,0.000006633959,0.18797466,0.40852666,0.40303206,0.00028231108],"about_ca_topic_score_codex":9.373406e-7,"about_ca_topic_score_gemma":0.0000012812668,"teacher_disagreement_score":0.39106384,"about_ca_system_score_codex":0.00009271641,"about_ca_system_score_gemma":0.000010434697,"threshold_uncertainty_score":0.79633856},"labels":[],"label_agreement":null},{"id":"W4239050187","doi":"10.1007/978-1-4020-8021-0_3","title":"Micromachining Technologies","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microelectronics; Surface micromachining; Nanotechnology; Materials science; Engineering; Systems engineering; Fabrication","score_opus":0.008906935411487842,"score_gpt":0.1929793819586109,"score_spread":0.18407244654712304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239050187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009804174,0.0043046265,0.0010228691,0.00007126221,0.00022941577,0.00012741133,0.000010754991,0.0159944,0.9781412],"genre_scores_gemma":[0.02583519,0.014789552,0.048406802,0.000045771423,0.00012553566,0.000039673807,0.000034130404,0.00045632062,0.910267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993125,1.12527154e-7,0.00018000882,0.00020725159,0.00008173791,0.00021838026],"domain_scores_gemma":[0.99953663,0.000013965083,0.000030555188,0.00039097614,0.000012782009,0.00001507635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001682771,0.0003254281,0.0002830115,0.00020126262,0.000036125875,0.00001499136,0.000264498,0.00066332315,0.00019047728],"category_scores_gemma":[0.0000084770845,0.0002953031,0.000084600804,0.000020639569,0.00010900215,0.000054205477,0.0001037766,0.0006096372,0.00023271589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012959473,0.000002677552,2.4022313e-7,0.00011396682,0.00010181078,0.00007524689,0.00001530654,0.000652542,0.024816,0.7972717,0.004126211,0.17282298],"study_design_scores_gemma":[0.0001036807,0.000024305526,6.228648e-7,0.00020473407,0.000015024419,0.000017001794,0.000032899243,0.000009467107,0.04973474,0.43842092,0.5109355,0.00050111336],"about_ca_topic_score_codex":0.0000014271988,"about_ca_topic_score_gemma":0.00000722197,"teacher_disagreement_score":0.5068093,"about_ca_system_score_codex":0.000114675844,"about_ca_system_score_gemma":0.000011096707,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W4239658034","doi":"10.1002/9780471740360.ebs0773","title":"Micromechanical Devices","year":2006,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Biomedical Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Miniaturization; Microelectromechanical systems; Electronics; Microsystem; Microactuator; Nanotechnology; Aerospace; Actuator; Microtechnology; Microfabrication; Automotive industry; Microelectronics; Mechanical engineering; Materials science; Computer science; Electrical engineering; Engineering; Aerospace engineering; Fabrication","score_opus":0.003097775657177827,"score_gpt":0.1886893831750409,"score_spread":0.18559160751786305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239658034","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00108933,0.03891128,0.05841901,0.00010484311,0.0064210924,0.0008405672,0.0005276781,0.014247374,0.8794388],"genre_scores_gemma":[0.00854102,0.1367968,0.35561362,0.00014570645,0.011028307,0.0006446115,0.0016052137,0.011356318,0.4742684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856895,0.0000020336433,0.0004231071,0.00027833742,0.00029079418,0.00043674628],"domain_scores_gemma":[0.99936825,0.00005111884,0.00008002384,0.0003652664,0.000012442551,0.00012287378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005330408,0.00041994423,0.0005951111,0.00052507274,0.0000098318005,0.0000065721974,0.00038507892,0.0007736049,0.00017032272],"category_scores_gemma":[0.000054100983,0.0004057362,0.0001225234,0.00035570047,0.00009818414,0.000037003,0.000088518806,0.00043994296,0.0000355344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013237973,0.000047021455,0.0000028978138,0.0012046813,0.00012538329,0.000045604906,0.000008611848,0.00043397842,0.018887376,0.0002231106,0.95471615,0.024303878],"study_design_scores_gemma":[0.0001771756,0.000029550723,0.000011682485,0.0007661507,0.000029178347,0.0000072291946,0.0000041719477,0.00077832513,0.0012458285,0.00003592289,0.9964964,0.0004183932],"about_ca_topic_score_codex":0.000051117975,"about_ca_topic_score_gemma":0.000024671654,"teacher_disagreement_score":0.4051704,"about_ca_system_score_codex":0.00004430544,"about_ca_system_score_gemma":0.000021086453,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W4240255750","doi":"10.1007/978-1-4612-1322-2_31","title":"Nonlinear Resonance Curve: Mechanical","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley; Simon Fraser University","funders":"","keywords":"Nonlinear system; Resonance (particle physics); Nonlinear resonance; Materials science; Physics; Atomic physics; Quantum mechanics","score_opus":0.016161554557769086,"score_gpt":0.2198154848826686,"score_spread":0.20365393032489953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240255750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007704705,0.0039987406,0.00020662814,0.000036036567,0.0006073641,0.00043892558,0.0001587279,0.0035758817,0.99020725],"genre_scores_gemma":[0.001670321,0.0056738034,0.01094871,0.00021654385,0.00067470927,0.000081962186,0.00005919611,0.00070279394,0.97997195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981477,0.000002855876,0.00048394757,0.0005408702,0.0003131763,0.0005114527],"domain_scores_gemma":[0.99878097,0.000045809087,0.00007911894,0.0009308934,0.00004178714,0.00012144897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007508667,0.00066505733,0.0006227144,0.00020578424,0.00008700218,0.000032096308,0.00050141657,0.0010308133,0.00040807162],"category_scores_gemma":[0.000011385572,0.00067150133,0.00023394464,0.000022382843,0.00015125371,0.00006278452,0.00012054486,0.0010663202,0.00069689826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000944948,0.000027808092,6.814617e-7,0.00022201572,0.00021277208,0.0005552053,0.00009752841,0.00007784548,0.010478718,0.25344995,0.016074508,0.7187085],"study_design_scores_gemma":[0.00025003613,0.00006802097,0.0000021643766,0.0002569633,0.000032691358,0.00002798312,0.00000321416,0.000077650664,0.014392164,0.04849214,0.9356728,0.0007241607],"about_ca_topic_score_codex":0.000005711357,"about_ca_topic_score_gemma":0.000047392805,"teacher_disagreement_score":0.9195983,"about_ca_system_score_codex":0.000118240685,"about_ca_system_score_gemma":0.000039874587,"threshold_uncertainty_score":0.99957365},"labels":[],"label_agreement":null},{"id":"W4240585867","doi":"10.32920/ryerson.14662194.v1","title":"Novel RF MEMS tunable capacitors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"CMC Microsystems","keywords":"Capacitor; Capacitance; Materials science; Actuator; Microelectromechanical systems; Stress (linguistics); Voltage; Optoelectronics; Comb drive; Residual stress; Acoustics; Electrical engineering; Fabrication; Physics; Engineering; Composite material; Electrode","score_opus":0.01901035000999979,"score_gpt":0.22352701652773294,"score_spread":0.20451666651773315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240585867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6876206,0.0034069696,0.2165571,0.00013828285,0.0061792075,0.00037051295,0.000039314516,0.007650285,0.07803778],"genre_scores_gemma":[0.8558676,0.0027024038,0.13543537,0.000060535738,0.00044396005,0.0001897073,0.00007742094,0.00017775684,0.005045238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991059,4.671149e-7,0.00019466029,0.00029302656,0.00011941027,0.00028656793],"domain_scores_gemma":[0.999282,0.00001919921,0.000025975489,0.00058755244,0.0000397597,0.000045509634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000038991115,0.0002660828,0.00030941571,0.00009043184,0.00002992486,0.0000602909,0.00026283425,0.00046143815,0.00015834255],"category_scores_gemma":[0.000032731008,0.00025496347,0.00010573146,0.0001035708,0.000038158494,0.00007480975,0.00039228087,0.00071186165,0.000019920337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.9419186e-7,0.000026837131,0.000008146575,0.00033900246,0.00011969279,0.000021341515,0.00011155839,0.07028769,0.91674334,0.00063372124,0.0046249237,0.0070829294],"study_design_scores_gemma":[0.0001667415,0.000010165682,0.000086342254,0.00018731144,0.000023162971,0.000014172849,0.0009106235,0.0017870892,0.9566808,0.002560415,0.036841705,0.000731524],"about_ca_topic_score_codex":0.0001317756,"about_ca_topic_score_gemma":0.000092132104,"teacher_disagreement_score":0.16824706,"about_ca_system_score_codex":0.00009718522,"about_ca_system_score_gemma":0.000025106961,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W4240632240","doi":"10.20944/preprints201904.0076.v8","title":"Crystal Period Vectors under External Stress in Statistical Physics","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Albert-Ludwigs-Universität Freiburg; Weizmann Institute of Science; Shanxi University; Northeast Normal University; Uniwersytet Marii Curie-Skłodowskiej; Temple University; University of Wisconsin-Madison; University of Southern California","keywords":"Period (music); Stress (linguistics); Crystal (programming language); Physics; Piezoelectricity; Statistical physics; Classical physics; Enhanced Data Rates for GSM Evolution; Quantum; Quantum mechanics; Computer science","score_opus":0.08251996311253851,"score_gpt":0.3233902073735207,"score_spread":0.2408702442609822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240632240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521881,0.00019839109,0.044006377,0.000094250965,0.00060696463,0.00034479794,0.00015111965,0.0010943627,0.0013156534],"genre_scores_gemma":[0.99591553,0.0002573815,0.0033075928,0.000018280296,0.00019927237,0.00011777518,0.00004231821,0.00009029264,0.000051528998],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99816763,0.000016442698,0.00041700012,0.00069924723,0.00026432172,0.00043538076],"domain_scores_gemma":[0.9990057,0.000054573084,0.00007630581,0.00071736897,0.00003052401,0.0001155386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007959854,0.000425826,0.0005079668,0.0000873774,0.000035039106,0.000027137963,0.0005489295,0.00037650293,0.00024086708],"category_scores_gemma":[0.00010677855,0.0004732836,0.0001080711,0.00013359774,0.00012377082,0.0000911205,0.0013045318,0.0017499157,0.00021557712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008068623,0.00026826854,0.14160183,0.0016393902,0.0002778197,0.00047059872,0.0018718656,0.37847304,0.45924017,0.009317299,0.00008279542,0.0066762296],"study_design_scores_gemma":[0.0009594978,0.000046368546,0.5015434,0.0009255841,0.000071628114,0.000015063121,0.00079325883,0.010339656,0.36685762,0.11535499,0.0012263235,0.0018666057],"about_ca_topic_score_codex":0.000060747574,"about_ca_topic_score_gemma":0.00003778507,"teacher_disagreement_score":0.36813337,"about_ca_system_score_codex":0.00023869102,"about_ca_system_score_gemma":0.00005616385,"threshold_uncertainty_score":0.9997719},"labels":[],"label_agreement":null},{"id":"W4241200026","doi":"10.1115/imece2012-87968","title":"MEMS Demodulator","year":2012,"lang":"en","type":"article","venue":"Volume 9: Micro- and Nano-Systems Engineering and Packaging, Parts A and B","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Demodulation; Baseband; Amplifier; Microelectromechanical systems; Electronic engineering; Radio frequency; Intermediate frequency; Electrical engineering; Software-defined radio; SIGNAL (programming language); Heterodyne (poetry); Superheterodyne receiver; Computer science; Engineering; Physics; Acoustics; Channel (broadcasting); Optoelectronics; CMOS","score_opus":0.0063792434440040815,"score_gpt":0.18031351059277073,"score_spread":0.17393426714876664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241200026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451969,0.051116604,0.0018342575,0.00002775865,0.0007976937,0.0001713014,0.000020574518,0.00067189796,0.00016297052],"genre_scores_gemma":[0.9954349,0.0026804346,0.0009225876,0.000012040375,0.00023315648,0.00003281428,0.0000057842485,0.000055015076,0.000623308],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887913,0.000004622141,0.00024231739,0.00023694016,0.00008520172,0.00055179035],"domain_scores_gemma":[0.99949735,0.000033027267,0.00003435689,0.00019219074,0.000017227449,0.00022585882],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016765411,0.00031125272,0.00035092153,0.00014159626,0.00012433488,0.00009569458,0.000062132596,0.00017362458,0.0000044651024],"category_scores_gemma":[0.000015929814,0.00028195354,0.000033505254,0.00011474986,0.00006154937,0.0002590059,0.0000568439,0.0001912288,0.000006742462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011359041,0.000045333105,0.050323352,0.0017938837,0.00023545265,0.000016695978,0.0016896744,0.0018355763,0.9136179,0.0013674661,0.0066814753,0.022381846],"study_design_scores_gemma":[0.0008151086,0.00008162234,0.01370728,0.0004078844,0.000075384814,0.00049228297,0.0003968412,0.010767061,0.02863054,0.000031304633,0.9434602,0.0011344771],"about_ca_topic_score_codex":0.000034859488,"about_ca_topic_score_gemma":0.0000019579975,"teacher_disagreement_score":0.9367787,"about_ca_system_score_codex":0.00002018068,"about_ca_system_score_gemma":0.000004410704,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W4241361711","doi":"10.1109/mwsym.2010.5516079","title":"A MEMS variable capacitor with piezoresistive position sensing fabricated in a standard 0.35um CMOS process","year":2010,"lang":"en","type":"article","venue":"2010 IEEE MTT-S International Microwave Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"COM DEV International; University of Waterloo","funders":"","keywords":"Variable capacitor; Piezoresistive effect; Capacitor; CMOS; Microelectromechanical systems; Materials science; Electronic engineering; Electrical engineering; Optoelectronics; Engineering; Voltage","score_opus":0.004595299448104817,"score_gpt":0.21232791870241582,"score_spread":0.207732619254311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241361711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440591,0.000023783981,0.045973904,0.0004403386,0.0027640027,0.00036780603,0.000120802106,0.00054855505,0.0057017365],"genre_scores_gemma":[0.9824955,0.000030728268,0.01668634,0.0000506057,0.00024333967,0.000039076127,0.000046441677,0.000064534164,0.00034346659],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865556,0.0000059191716,0.00030821908,0.00035593455,0.00030525625,0.00036908928],"domain_scores_gemma":[0.9992126,0.000051604256,0.00009459508,0.00024813667,0.00032607085,0.000066952394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012877438,0.00028318638,0.0002547949,0.00029596913,0.00007147537,0.000080085876,0.00028184016,0.00025044204,0.000030508245],"category_scores_gemma":[0.000039661598,0.00026182356,0.000041336192,0.00030325688,0.00013812745,0.00033750667,0.0000316968,0.00075165444,0.000021360012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001209138,0.000033931974,0.00014109354,0.000034128487,0.00006675686,0.000042952175,0.0002559918,0.002022891,0.9954855,0.00034060676,0.0005108239,0.0009444421],"study_design_scores_gemma":[0.00085157994,0.000086801374,0.00030944325,0.00015843516,0.000020455564,0.00018746647,0.00014935697,0.005807677,0.98718274,0.0017993251,0.0030137186,0.0004329912],"about_ca_topic_score_codex":0.00009780878,"about_ca_topic_score_gemma":0.00043085427,"teacher_disagreement_score":0.038436398,"about_ca_system_score_codex":0.00022092182,"about_ca_system_score_gemma":0.000060977498,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W4241425527","doi":"10.1109/newcas.2005.1496677","title":"System Integration of High Voltage Electrostatic-MEMS Actuators","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Polytechnique Montréal","keywords":"Microelectromechanical systems; Actuator; Voltage; Materials science; Comb drive; Computer science; Optoelectronics; Electrical engineering; Engineering; Fabrication","score_opus":0.005085964165998146,"score_gpt":0.20426582199119006,"score_spread":0.1991798578251919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241425527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68517435,0.00007811007,0.31045842,0.000023365055,0.0000770401,0.00007730035,0.0000028446839,0.00096891646,0.0031396707],"genre_scores_gemma":[0.9838215,0.00004905092,0.015842194,0.0000059365307,0.000025467058,0.000009712977,0.0000031714148,0.000013380269,0.00022959863],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996088,6.2188855e-7,0.0001448845,0.000065045664,0.000061319006,0.0001193305],"domain_scores_gemma":[0.99979335,0.000018202787,0.000020629692,0.00013307027,0.000019255065,0.00001548018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029324216,0.00007789592,0.00011395858,0.000063512896,0.0000132979885,0.0000050950243,0.00006650037,0.000055240558,0.000020613003],"category_scores_gemma":[0.000013186975,0.0000622704,0.000021566846,0.00010542506,0.000015162453,0.0001137852,0.000008406549,0.00007476953,0.00001957256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002174929,0.0000060716084,0.0000043831756,0.00003768358,0.00001197534,5.854325e-7,0.000059641483,0.001206856,0.83100337,0.031436156,0.000597881,0.1356332],"study_design_scores_gemma":[0.00009834749,0.000028863811,0.00009422233,0.000022078844,0.000004302683,0.0000019522213,0.0003424965,0.0043063327,0.99215764,0.00037380622,0.0024902762,0.00007966213],"about_ca_topic_score_codex":0.00002172053,"about_ca_topic_score_gemma":0.000053378328,"teacher_disagreement_score":0.29864717,"about_ca_system_score_codex":0.00006889351,"about_ca_system_score_gemma":0.0000035258483,"threshold_uncertainty_score":0.2539313},"labels":[],"label_agreement":null},{"id":"W4241805801","doi":"10.1515/iupac.70.0181","title":"Specification of Components, Methods and Parameters in Fourier Transform Spectroscopy by Michelson and Related Interferometers","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fourier transform; Michelson interferometer; Astronomical interferometer; Fourier transform spectroscopy; Focus (optics); Computer science; Spectrometer; Optics; Fourier transform infrared spectroscopy; Interferometry; Physics; Mathematics; Mathematical analysis","score_opus":0.01306199555088252,"score_gpt":0.3732291137746955,"score_spread":0.360167118223813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241805801","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047041126,0.0033902926,0.009166152,0.00011731691,0.00024111023,0.0002756965,0.93966687,0.0000920755,0.0000093875005],"genre_scores_gemma":[0.0015941716,0.044702344,0.050776757,0.000015935286,0.00003127564,0.000022196935,0.90273464,0.000093567614,0.000029135255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986471,0.000019873292,0.0005343643,0.00031578055,0.00020836231,0.00027450264],"domain_scores_gemma":[0.99929947,0.00014428493,0.0001204654,0.00033394768,0.00003928911,0.00006255098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046504213,0.00032215306,0.0006037302,0.00038726078,0.000018981367,0.000013028921,0.00015790435,0.00039293498,0.00002663235],"category_scores_gemma":[0.00009118889,0.00027349568,0.00004790978,0.00018674642,0.00023038324,0.000106773856,0.000041680836,0.00046560002,5.7475667e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003343468,0.00010837058,0.000008444113,0.0006751707,0.00026578672,0.000017070912,0.00011350669,0.000013605774,0.2747063,0.000014770236,0.5818123,0.14193028],"study_design_scores_gemma":[0.0012870994,0.00027759044,0.00008516385,0.0005679728,0.00007002032,0.000010519825,0.000105915824,0.000101572616,0.14567061,0.0011905286,0.85017556,0.00045744],"about_ca_topic_score_codex":0.00004345346,"about_ca_topic_score_gemma":0.00008565677,"teacher_disagreement_score":0.26836324,"about_ca_system_score_codex":0.00021009821,"about_ca_system_score_gemma":0.000014853562,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W4243056334","doi":"10.1002/vnl.10366","title":"Guest editorial","year":2002,"lang":"en","type":"editorial","venue":"Journal of Vinyl and Additive Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Library science; Computer science; Information retrieval","score_opus":0.003357713141021831,"score_gpt":0.2116849147033599,"score_spread":0.20832720156233808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243056334","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005990615,0.005450117,0.000072882496,0.000100196805,0.9925002,0.00007367435,0.0002259132,0.00043822447,0.00053973164],"genre_scores_gemma":[0.00040385555,0.024333335,0.00077998015,0.0000029080038,0.97420764,0.000009183837,0.0000135058735,0.000062710824,0.00018690612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985026,0.0000055834016,0.0005460462,0.00019753502,0.00040613292,0.00034211908],"domain_scores_gemma":[0.99861515,0.000304623,0.00035524744,0.00022076996,0.00043344134,0.000070793634],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00012832785,0.0003632094,0.0007791573,0.00078224245,0.00006192009,0.000026582999,0.0004274822,0.002451493,0.000032475204],"category_scores_gemma":[0.0010684272,0.0003095282,0.00012155509,0.00027990164,0.00033158858,0.00017412499,0.000118246186,0.0029095074,0.000014889159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001182239,0.000020642767,5.691265e-7,0.000038876773,0.000115312934,0.000102166145,0.000011514879,0.0000028315378,0.002071934,0.00003926116,0.98467994,0.0129051525],"study_design_scores_gemma":[0.00054787286,0.00047248945,0.0000013239397,0.00025691636,0.0000642244,0.00006636237,0.000098596065,0.0000027205638,0.005021378,0.0022749626,0.99089736,0.00029578115],"about_ca_topic_score_codex":0.0000010416031,"about_ca_topic_score_gemma":0.0000038646617,"teacher_disagreement_score":0.018883219,"about_ca_system_score_codex":0.00012056652,"about_ca_system_score_gemma":0.0000452522,"threshold_uncertainty_score":0.9999357},"labels":[],"label_agreement":null},{"id":"W4244764266","doi":"10.1121/1.4799944","title":"Pressure mapping system based on guided waves reflection","year":2013,"lang":"en","type":"article","venue":"Proceedings of meetings on acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Reflection (computer programming); Acoustics; Actuator; Optics; Pressure wave; Measure (data warehouse); Plane wave; Resolution (logic); Plane (geometry); Pressure measurement; Total internal reflection; Materials science; Physics; Computer science; Artificial intelligence; Mathematics; Geometry","score_opus":0.013380547505488723,"score_gpt":0.21897543728904173,"score_spread":0.205594889783553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244764266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94818926,0.00009045042,0.0023716532,0.00015518979,0.00036163526,0.0005780477,0.000007374683,0.002676112,0.04557029],"genre_scores_gemma":[0.97864205,0.000040832012,0.020857655,0.000045575413,0.00009492564,0.00006730893,0.000001196743,0.000055809905,0.00019462734],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885106,9.2039096e-7,0.0003383346,0.0002315047,0.0002791311,0.00029905458],"domain_scores_gemma":[0.99927306,0.00006573632,0.0001549148,0.00011549991,0.0003375239,0.00005327757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015450256,0.00022730739,0.00026131174,0.00023941546,0.00007758959,0.000046031546,0.00020760116,0.00019609315,0.000008379418],"category_scores_gemma":[0.0003765532,0.00020931367,0.00004812913,0.00029340442,0.000043375276,0.00014668005,0.000030614498,0.00027139013,0.000019124753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009597059,0.00002507572,0.000057966117,0.0012542895,0.000022819537,4.684013e-7,0.00006723342,0.024509832,0.96150297,0.00071686803,0.009612634,0.0022202723],"study_design_scores_gemma":[0.0005240818,0.000296785,0.00080740394,0.0016556542,0.000055556735,0.000006340729,0.0018038084,0.3350438,0.6550269,0.00049395405,0.0038184507,0.00046725894],"about_ca_topic_score_codex":0.0000071114673,"about_ca_topic_score_gemma":7.38147e-8,"teacher_disagreement_score":0.31053397,"about_ca_system_score_codex":0.00008218777,"about_ca_system_score_gemma":0.0000063484954,"threshold_uncertainty_score":0.8535564},"labels":[],"label_agreement":null},{"id":"W4247575643","doi":"10.32920/ryerson.14662194","title":"Novel RF MEMS tunable capacitors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"CMC Microsystems","keywords":"Capacitor; Capacitance; Materials science; Actuator; Microelectromechanical systems; Voltage; Stress (linguistics); Comb drive; Optoelectronics; Residual stress; Acoustics; Electrical engineering; Fabrication; Physics; Engineering; Composite material; Electrode","score_opus":0.01901035000999979,"score_gpt":0.22352701652773294,"score_spread":0.20451666651773315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247575643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6876206,0.0034069696,0.2165571,0.00013828285,0.0061792075,0.00037051295,0.000039314516,0.007650285,0.07803778],"genre_scores_gemma":[0.8558676,0.0027024038,0.13543537,0.000060535738,0.00044396005,0.0001897073,0.00007742094,0.00017775684,0.005045238],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991059,4.671149e-7,0.00019466029,0.00029302656,0.00011941027,0.00028656793],"domain_scores_gemma":[0.999282,0.00001919921,0.000025975489,0.00058755244,0.0000397597,0.000045509634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000038991115,0.0002660828,0.00030941571,0.00009043184,0.00002992486,0.0000602909,0.00026283425,0.00046143815,0.00015834255],"category_scores_gemma":[0.000032731008,0.00025496347,0.00010573146,0.0001035708,0.000038158494,0.00007480975,0.00039228087,0.00071186165,0.000019920337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.9419186e-7,0.000026837131,0.000008146575,0.00033900246,0.00011969279,0.000021341515,0.00011155839,0.07028769,0.91674334,0.00063372124,0.0046249237,0.0070829294],"study_design_scores_gemma":[0.0001667415,0.000010165682,0.000086342254,0.00018731144,0.000023162971,0.000014172849,0.0009106235,0.0017870892,0.9566808,0.002560415,0.036841705,0.000731524],"about_ca_topic_score_codex":0.0001317756,"about_ca_topic_score_gemma":0.000092132104,"teacher_disagreement_score":0.16824706,"about_ca_system_score_codex":0.00009718522,"about_ca_system_score_gemma":0.000025106961,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W4247722830","doi":"10.32920/ryerson.14665668.v1","title":"Development of electrostatic actuators with large out-of-plane deflection and its application in scanning display","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microactuator; Actuator; Instability; Deflection (physics); Rotation (mathematics); Materials science; Optics; Engineering; Physics; Mechanics; Electrical engineering; Geometry; Mathematics","score_opus":0.00987750323267899,"score_gpt":0.2485297020588268,"score_spread":0.2386521988261478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247722830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82993466,0.00032632658,0.16927667,0.000003342299,0.000033189775,0.00019287081,0.0000023109437,0.000097346776,0.0001333124],"genre_scores_gemma":[0.94835454,0.00026577845,0.051235802,0.0000013761836,0.0000031109478,0.00007816986,0.000034431912,0.000016428272,0.000010363741],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938637,0.0000019599836,0.00023064608,0.00016638469,0.00008010776,0.00013455671],"domain_scores_gemma":[0.9997492,0.00001673306,0.000073626776,0.000116138304,0.000029598013,0.000014723768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000061496285,0.00013191774,0.00023045097,0.0001282664,0.000014195673,0.0000053919757,0.000045937046,0.00012436481,0.0000020379437],"category_scores_gemma":[0.000010267779,0.000117241994,0.000010663935,0.000119057026,0.000009791608,0.000042765194,0.00007119421,0.0002146889,2.4685704e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028453655,0.00006826456,0.0018757727,0.001837341,0.00013987519,0.000004743575,0.0038152758,0.008975172,0.9241066,0.0009947916,0.000005707936,0.058148023],"study_design_scores_gemma":[0.0002560966,0.000024988718,0.0054189223,0.0004411681,0.000015044103,0.0000024678225,0.00080328854,0.005109212,0.98733944,0.00016116534,0.00018126791,0.00024695785],"about_ca_topic_score_codex":0.0000133700205,"about_ca_topic_score_gemma":0.0013870968,"teacher_disagreement_score":0.1184199,"about_ca_system_score_codex":0.00006668292,"about_ca_system_score_gemma":0.000040524348,"threshold_uncertainty_score":0.47809896},"labels":[],"label_agreement":null},{"id":"W4247758030","doi":"10.20944/preprints201904.0076.v2","title":"Crystal Period Vectors under External Stress in Statistical Physics","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shanxi University; Queen's University; University of Southern California","keywords":"Stress (linguistics); Newtonian dynamics; Period (music); Newtonian fluid; Crystal (programming language); Piezoelectricity; Enhanced Data Rates for GSM Evolution; Physics; Dynamics (music); Work (physics); Statistical physics; Classical mechanics; Mechanics; Computer science; Thermodynamics","score_opus":0.062192983067596935,"score_gpt":0.3174350174100368,"score_spread":0.25524203434243986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247758030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629591,0.000231136,0.03261342,0.000024387842,0.0009482141,0.00041492662,0.0001305356,0.0007569849,0.0019212586],"genre_scores_gemma":[0.99710506,0.00028609092,0.0020135874,0.000009727142,0.0001458117,0.0001037608,0.000040195926,0.0000920259,0.00020374636],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99813867,0.00001632571,0.00041121856,0.00067632494,0.00027058963,0.0004868573],"domain_scores_gemma":[0.9987325,0.00006686548,0.00008401297,0.0010019919,0.00003686014,0.00007775826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011458696,0.0004321178,0.00051806506,0.0001222658,0.000029927862,0.000026628835,0.0005541794,0.00045274704,0.00028075476],"category_scores_gemma":[0.00007056658,0.0004684907,0.00010897466,0.000105939136,0.00011313471,0.0001059224,0.0011856294,0.0016259685,0.00037375852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038011603,0.00018120134,0.21066065,0.00097412715,0.0001443605,0.00010586983,0.000689935,0.6409268,0.1394522,0.0035493737,0.00003545398,0.0032420245],"study_design_scores_gemma":[0.0009908767,0.000038892063,0.691346,0.0011434322,0.0000573391,0.000015005693,0.0006265941,0.009954436,0.2451932,0.047842056,0.0010272254,0.0017649741],"about_ca_topic_score_codex":0.00007381523,"about_ca_topic_score_gemma":0.00004033139,"teacher_disagreement_score":0.6309723,"about_ca_system_score_codex":0.00029126665,"about_ca_system_score_gemma":0.000060940874,"threshold_uncertainty_score":0.99977666},"labels":[],"label_agreement":null},{"id":"W4249102822","doi":"10.1120/jacmp.2024.25332","title":"Virtual Micro MLC Commissioning","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Cancer Agency","funders":"","keywords":"Software; Computer science; Dosimetry; Truncation (statistics); Nuclear medicine; Medicine; Operating system","score_opus":0.02235435977339631,"score_gpt":0.3183972043065402,"score_spread":0.2960428445331439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249102822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970624,0.00054036273,0.087109916,0.0018858069,0.0016091907,0.00012768076,0.0000025593097,0.00041928692,0.011242752],"genre_scores_gemma":[0.97671056,0.00095283944,0.018818215,0.0005968946,0.0028595687,0.0000018167862,7.326904e-7,0.000032113134,0.00002728164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982689,0.000006275981,0.00092426536,0.00010289817,0.00046773427,0.00022995214],"domain_scores_gemma":[0.9987762,0.0005152825,0.00018545805,0.00017474979,0.000048105663,0.00030021323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005486077,0.00014126633,0.00044904454,0.000032146112,0.000042120642,0.000011428519,0.00038930247,0.00027009362,0.0000758074],"category_scores_gemma":[0.00033218335,0.00010738568,0.00017630847,0.00012789802,0.00018756585,0.00009941852,0.000072798364,0.0014468381,0.000046958296],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048667865,0.00017069622,0.000024798406,0.000011319008,0.00007472503,0.000021229129,0.000045604174,0.0026702401,0.0082851965,0.0030306268,0.011782573,0.97383434],"study_design_scores_gemma":[0.007305688,0.0010614492,0.0008924586,0.0006740798,0.00016512284,0.00011188751,0.00060442154,0.0069015627,0.18122515,0.07750351,0.7224605,0.0010941592],"about_ca_topic_score_codex":1.2526026e-7,"about_ca_topic_score_gemma":3.8509205e-7,"teacher_disagreement_score":0.9727402,"about_ca_system_score_codex":0.00003938291,"about_ca_system_score_gemma":0.000053465003,"threshold_uncertainty_score":0.62858725},"labels":[],"label_agreement":null},{"id":"W4249160945","doi":"10.1109/eumc.2007.4405453","title":"A parallel-plate MEMS variable capacitor with vertical thin-film comb actuators","year":2007,"lang":"en","type":"article","venue":"2007 European Microwave Conference","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Capacitance; Capacitor; Variable capacitor; Actuator; Microelectromechanical systems; Materials science; Comb drive; Voltage; Optoelectronics; Electrode; Electrical engineering; Physics; Engineering; Fabrication","score_opus":0.0140197359220679,"score_gpt":0.2078275370788441,"score_spread":0.1938078011567762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249160945","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25671265,0.00022646722,0.61169755,0.00002654452,0.0004118297,0.00020929606,0.000010649352,0.0011846916,0.12952031],"genre_scores_gemma":[0.9548297,0.00017003712,0.04385458,0.00012639434,0.00012558636,0.000004038478,0.000011210512,0.000096784424,0.00078166346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847066,0.00001303818,0.0003155196,0.0003398254,0.00017697696,0.0006839559],"domain_scores_gemma":[0.9991466,0.0000816273,0.0000375285,0.00046016657,0.000099069075,0.00017500344],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030739183,0.00033348432,0.00027674565,0.0001044184,0.00009834204,0.0000694483,0.00038616496,0.000111213165,0.00014823783],"category_scores_gemma":[0.000058763104,0.00027910827,0.000042287447,0.00022641904,0.00022016215,0.00018559874,0.00008687736,0.0005194304,0.00040058471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017190987,0.00009168933,0.00018711362,0.000096701224,0.0001622892,0.00065914297,0.0006250109,0.0019477986,0.944629,0.018453913,0.007528139,0.025447303],"study_design_scores_gemma":[0.0034529504,0.00060282944,0.003835054,0.0005392901,0.00011719816,0.0003344772,0.001108507,0.005597837,0.63062626,0.0027883248,0.3484981,0.0024991794],"about_ca_topic_score_codex":0.00001011037,"about_ca_topic_score_gemma":0.000029223538,"teacher_disagreement_score":0.6981171,"about_ca_system_score_codex":0.00006672499,"about_ca_system_score_gemma":0.000029931962,"threshold_uncertainty_score":0.9999661},"labels":[],"label_agreement":null},{"id":"W4249839932","doi":"10.32920/ryerson.14651850","title":"Design of MEMS magnetic actuator for MEMS fourier transform infrared spectrometer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; CMC Microsystems (Canada)","funders":"","keywords":"Actuator; Microelectromechanical systems; Translation (biology); Rotary actuator; Rotation (mathematics); Displacement (psychology); Acoustics; Materials science; Mechanical engineering; Optics; Computer science; Control theory (sociology); Engineering; Electrical engineering; Physics; Optoelectronics; Artificial intelligence","score_opus":0.021579844194240944,"score_gpt":0.23519720179894182,"score_spread":0.21361735760470088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249839932","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051881608,0.0020437513,0.9379643,0.0000819605,0.00075507927,0.0015469467,0.000056769888,0.0010626952,0.0046068877],"genre_scores_gemma":[0.0893381,0.00301196,0.903921,0.000025777685,0.000114897135,0.00078316435,0.000060830545,0.00016466768,0.0025795903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866307,0.0000028030775,0.00043676415,0.0003479525,0.00017012202,0.00037928228],"domain_scores_gemma":[0.99904406,0.00013421004,0.000059115144,0.0006273351,0.00007963362,0.00005563172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011224714,0.00039030434,0.00064139935,0.00019805258,0.000023995579,0.000037636062,0.00034803216,0.00051530194,0.00035029242],"category_scores_gemma":[0.00005376957,0.0003456252,0.00024697508,0.00013425617,0.000059437934,0.00009518485,0.00011298268,0.00042207525,0.0000026151836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055329336,0.00007016742,6.549667e-7,0.0017570995,0.00042728244,0.0000149498055,0.00059746037,0.011972581,0.8683385,0.000241094,0.00284894,0.11367593],"study_design_scores_gemma":[0.00055829145,0.00022954968,0.0000122418705,0.00015539446,0.00010917656,0.000005423421,0.00028516512,0.007366657,0.9609797,0.02356201,0.006134465,0.0006019448],"about_ca_topic_score_codex":0.0000071265445,"about_ca_topic_score_gemma":0.000010374641,"teacher_disagreement_score":0.11307399,"about_ca_system_score_codex":0.000083788655,"about_ca_system_score_gemma":0.000054980035,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W4250021345","doi":"10.1109/28.845072","title":"High-divider-ratio fast-response capacitive dividers for high-voltage pulse measurements","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Motorola (Canada); University of Waterloo","funders":"University of Waterloo","keywords":"Capacitance; Capacitor; Voltage divider; Materials science; Capacitive sensing; Wafer; Electrical engineering; Voltage; Optoelectronics; Frequency divider; High voltage; Silicon; Engineering; CMOS; Chemistry; Electrode","score_opus":0.02799965066925763,"score_gpt":0.2526379072706869,"score_spread":0.22463825660142928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250021345","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15904456,0.000025769154,0.83698314,0.00046550253,0.00019353266,0.0012013623,0.0006394387,0.0011229783,0.00032369926],"genre_scores_gemma":[0.987149,0.000047314956,0.004862983,0.000100533274,0.000079276855,0.005289034,0.000022678789,0.00006944549,0.0023797336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986751,0.000013871386,0.00033464935,0.0003695257,0.00021065774,0.00039619065],"domain_scores_gemma":[0.99901044,0.00020128528,0.0000427882,0.00054559595,0.00008134181,0.0001185728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013085427,0.00029711777,0.00022997013,0.0001877996,0.00045305278,0.000045456665,0.00025692306,0.0004963004,0.00051272626],"category_scores_gemma":[0.000008523427,0.0003265431,0.00009936922,0.00045477695,0.00013519265,0.00028110325,9.829682e-7,0.0007443588,0.00013580783],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021516954,0.0003343255,0.0000033900542,0.000043460237,0.00024933257,0.0000016469029,0.00022616267,0.44081497,0.2660615,0.00053108606,0.002100937,0.289418],"study_design_scores_gemma":[0.001373226,0.00017808552,0.00040398128,0.000057512792,0.00013225303,0.000008033772,0.00041808424,0.0007569014,0.9680178,0.0028995294,0.025066428,0.00068812596],"about_ca_topic_score_codex":0.000043962817,"about_ca_topic_score_gemma":0.00005827089,"teacher_disagreement_score":0.8321202,"about_ca_system_score_codex":0.00019946133,"about_ca_system_score_gemma":0.000038041457,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W4250708273","doi":"10.1515/iupac.85.0373","title":"Coaxial Reflectron","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Research Council Canada","funders":"","keywords":"Chemical nomenclature; Terminology; Mass spectrometry; Chemistry; Analytical Chemistry (journal); Chromatography; Organic chemistry","score_opus":0.010530202553301728,"score_gpt":0.37812915765445254,"score_spread":0.3675989551011508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250708273","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022408771,0.0016101807,0.00051974866,0.00010385563,0.0010469914,0.0001592983,0.9952194,0.0010120947,0.000104307575],"genre_scores_gemma":[0.000022825712,0.007759045,0.00021220729,0.00003461074,0.00073290896,0.000020008787,0.99095494,0.000067545014,0.00019588617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845666,0.0000049096725,0.00030046143,0.00030254252,0.0004469859,0.00048846955],"domain_scores_gemma":[0.9989898,0.00003888268,0.000067087014,0.00072800776,0.00010019597,0.00007601734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011582223,0.0004120882,0.000488041,0.00019225877,0.00005535839,0.000023655808,0.00039817474,0.00053504156,0.0005453623],"category_scores_gemma":[0.00014895937,0.00031815385,0.000106308245,0.00013501564,0.00010321035,0.00008355826,0.0001040024,0.0006210258,0.0000038025612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025432617,0.000019350442,7.3280624e-8,0.00009115625,0.000051937463,0.00003552331,0.0000014474949,0.000014291128,0.0014213241,0.000009334899,0.98642725,0.011902863],"study_design_scores_gemma":[0.00039238474,0.00012581286,0.0000014283661,0.0001973335,0.000033334018,0.000010325296,0.0000067167525,0.0000029526166,0.00208777,0.0006347599,0.9960896,0.00041759046],"about_ca_topic_score_codex":0.000010737512,"about_ca_topic_score_gemma":0.00033344084,"teacher_disagreement_score":0.011485272,"about_ca_system_score_codex":0.0004482505,"about_ca_system_score_gemma":0.000108397704,"threshold_uncertainty_score":0.99992704},"labels":[],"label_agreement":null},{"id":"W4251018051","doi":"10.32920/ryerson.14661381.v1","title":"Development of an Electromagnetic Actuator based Translation Micromirror as a Movable Mirror in a Miniaturized FTIR Spectrometer","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada); Toronto Metropolitan University; Alcohol Countermeasure Systems (Canada); University of Toronto","funders":"","keywords":"Optics; Microelectromechanical systems; Actuator; Translation (biology); Materials science; Surface micromachining; Tilt (camera); Magnet; Optoelectronics; Physics; Acoustics; Electrical engineering; Mechanical engineering; Engineering; Chemistry","score_opus":0.01890256871738407,"score_gpt":0.2526443429874986,"score_spread":0.23374177427011453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251018051","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817157,0.00015068892,0.000026229178,0.000042581018,0.0001229096,0.0005603478,0.000007783489,0.00047330544,0.0004445841],"genre_scores_gemma":[0.041141987,0.00009006651,0.9582998,0.000017601955,0.000006283433,0.00019579739,0.00011189528,0.00006297058,0.00007356886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835503,0.000012475846,0.0005923889,0.0004542415,0.00018755552,0.00039831223],"domain_scores_gemma":[0.99928695,0.00004296026,0.00008487918,0.00048655836,0.00004065305,0.000058008478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012704465,0.00039200144,0.00061026425,0.00043371387,0.00002029525,0.000033284763,0.00027834912,0.00045843993,0.00026816624],"category_scores_gemma":[0.000022940778,0.00038781526,0.000121215446,0.0002986466,0.000028573897,0.000103000835,0.000067931804,0.00054578984,0.00000531172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000417749,0.00009634025,3.7532445e-8,0.00035246334,0.000042457574,0.000017515515,0.00043963164,0.0000027064077,0.9974723,0.0000050496733,0.0000028085658,0.0015269553],"study_design_scores_gemma":[0.00086823327,0.00008399357,0.0004727442,0.0002213936,0.000021389367,0.0000039270712,0.00017743418,0.00033054376,0.9964802,0.0003208216,0.00058976,0.00042952652],"about_ca_topic_score_codex":0.00005898466,"about_ca_topic_score_gemma":0.0010308754,"teacher_disagreement_score":0.9582736,"about_ca_system_score_codex":0.00018684496,"about_ca_system_score_gemma":0.00024513187,"threshold_uncertainty_score":0.99985737},"labels":[],"label_agreement":null},{"id":"W4251691166","doi":"10.20944/preprints201904.0076.v6","title":"Crystal Period Vectors under External Stress in Statistical Physics","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Albert-Ludwigs-Universität Freiburg; Weizmann Institute of Science; Shanxi University; Northeast Normal University; Uniwersytet Marii Curie-Skłodowskiej; Temple University; University of Wisconsin-Madison; University of Southern California","keywords":"Period (music); Stress (linguistics); Crystal (programming language); Physics; Piezoelectricity; Statistical physics; Enhanced Data Rates for GSM Evolution; Classical physics; Quantum; Quantum mechanics; Computer science","score_opus":0.08251996311253851,"score_gpt":0.3233902073735207,"score_spread":0.2408702442609822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251691166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521881,0.00019839109,0.044006377,0.000094250965,0.00060696463,0.00034479794,0.00015111965,0.0010943627,0.0013156534],"genre_scores_gemma":[0.99591553,0.0002573815,0.0033075928,0.000018280296,0.00019927237,0.00011777518,0.00004231821,0.00009029264,0.000051528998],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99816763,0.000016442698,0.00041700012,0.00069924723,0.00026432172,0.00043538076],"domain_scores_gemma":[0.9990057,0.000054573084,0.00007630581,0.00071736897,0.00003052401,0.0001155386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007959854,0.000425826,0.0005079668,0.0000873774,0.000035039106,0.000027137963,0.0005489295,0.00037650293,0.00024086708],"category_scores_gemma":[0.00010677855,0.0004732836,0.0001080711,0.00013359774,0.00012377082,0.0000911205,0.0013045318,0.0017499157,0.00021557712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008068623,0.00026826854,0.14160183,0.0016393902,0.0002778197,0.00047059872,0.0018718656,0.37847304,0.45924017,0.009317299,0.00008279542,0.0066762296],"study_design_scores_gemma":[0.0009594978,0.000046368546,0.5015434,0.0009255841,0.000071628114,0.000015063121,0.00079325883,0.010339656,0.36685762,0.11535499,0.0012263235,0.0018666057],"about_ca_topic_score_codex":0.000060747574,"about_ca_topic_score_gemma":0.00003778507,"teacher_disagreement_score":0.36813337,"about_ca_system_score_codex":0.00023869102,"about_ca_system_score_gemma":0.00005616385,"threshold_uncertainty_score":0.9997719},"labels":[],"label_agreement":null},{"id":"W4253927065","doi":"10.32920/ryerson.14643810.v1","title":"Measurement of the properties of MetalMUMPS® thin films","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Residual stress; Silicon nitride; Silicon; Microelectromechanical systems; Nitride; Composite material; Cantilever; Thin film; Nickel; Modulus; Elastic modulus; Stress (linguistics); Optoelectronics; Metallurgy; Nanotechnology; Layer (electronics)","score_opus":0.04221772373810035,"score_gpt":0.20963757914188677,"score_spread":0.16741985540378643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253927065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723621,0.017844837,0.0027100802,0.00009124969,0.00086754834,0.00042383414,0.000007137917,0.000433948,0.005259276],"genre_scores_gemma":[0.9928794,0.00054674555,0.006361494,0.0000042915985,0.0000069402495,0.000033663135,5.127936e-7,0.000018162109,0.00014882343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921274,0.000005691427,0.00027240044,0.00012694664,0.00028115817,0.000101049794],"domain_scores_gemma":[0.9991775,0.000004001011,0.00007284637,0.00060772774,0.00012864784,0.000009289457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012599939,0.00014810868,0.00031398985,0.000036313177,0.000011999263,0.0000066158705,0.00033861882,0.00015720024,0.000029581828],"category_scores_gemma":[0.0000867334,0.000084969564,0.00015110134,0.00007561085,0.000071988026,0.000027202732,0.0005196402,0.0003037134,4.5058013e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001326124,0.000016169997,0.000008837688,0.00090934744,0.00014973822,3.33349e-7,0.00014217918,0.037969258,0.9592927,0.0001635328,0.00016668013,0.001179898],"study_design_scores_gemma":[0.00004243501,0.0000052312676,0.0001396265,0.000585254,0.000028973485,5.446258e-7,0.0004616225,0.00070856535,0.99742097,0.00029784453,0.00020926517,0.00009968427],"about_ca_topic_score_codex":0.00005464481,"about_ca_topic_score_gemma":0.000056737463,"teacher_disagreement_score":0.038128257,"about_ca_system_score_codex":0.000029102799,"about_ca_system_score_gemma":0.000040174757,"threshold_uncertainty_score":0.34649584},"labels":[],"label_agreement":null},{"id":"W4254963611","doi":"10.32920/ryerson.14644341","title":"A Comparative Analysis Of MEMS Parallel Plate Actuators","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microelectromechanical systems; Voltage; Actuator; Software; Deformation (meteorology); Computer science; Capacitor; Mechanical engineering; Electronic engineering; Engineering; Electrical engineering; Materials science; Nanotechnology; Composite material","score_opus":0.029132453747126703,"score_gpt":0.282870562986612,"score_spread":0.2537381092394853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254963611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86279756,0.0010227012,0.12715437,0.000014959903,0.00021560866,0.00015050684,0.000037856982,0.00076105306,0.007845419],"genre_scores_gemma":[0.96252453,0.0010117688,0.036168385,0.0000052841942,0.000009590658,0.00003577777,0.000087444336,0.000013628738,0.00014356298],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991442,0.0000029268458,0.00030749527,0.00025195917,0.00012434456,0.00016905065],"domain_scores_gemma":[0.99926865,0.000054527834,0.00008051055,0.0005073787,0.000055697245,0.000033232787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003918415,0.00023885143,0.0009339651,0.00036649298,0.000014349582,0.000018662566,0.00022815654,0.0002836709,0.00016351952],"category_scores_gemma":[0.000012451545,0.00021392498,0.0002928813,0.0005301921,0.00005366337,0.00004641831,0.00028097042,0.0004075252,0.0000029343255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000477431,0.000027012822,0.0000732229,0.000120935016,0.0065820306,0.000010938048,0.0008895416,0.977048,0.011951273,0.0005650941,0.00031280416,0.0024143956],"study_design_scores_gemma":[0.00072366925,0.000076572964,0.009863247,0.0003904349,0.005421957,0.0000029830674,0.009699231,0.32836697,0.6320043,0.0068113077,0.004153524,0.002485753],"about_ca_topic_score_codex":0.00006056272,"about_ca_topic_score_gemma":0.00031237237,"teacher_disagreement_score":0.648681,"about_ca_system_score_codex":0.000046679008,"about_ca_system_score_gemma":0.000018699677,"threshold_uncertainty_score":0.87236077},"labels":[],"label_agreement":null},{"id":"W4255017056","doi":"10.1007/978-1-4020-8021-0_5","title":"Mechanics","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Foundation (evidence); Structural mechanics; Subject (documents); Engineering; Mechanics; Mechanical engineering; Physics; Computer science; Structural engineering; Finite element method; History","score_opus":0.010530067566579688,"score_gpt":0.18717030148732416,"score_spread":0.1766402339207445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255017056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029380142,0.0010058323,0.00809747,0.00001585814,0.00026134274,0.00006878326,0.000005682747,0.0024630104,0.9880791],"genre_scores_gemma":[0.0014280367,0.004790848,0.011824945,0.000041099913,0.00009487561,0.0000067916067,0.000010295252,0.0001498411,0.9816533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963284,3.975083e-8,0.000093339695,0.00010216719,0.00006151774,0.00011011243],"domain_scores_gemma":[0.9997298,0.000004506257,0.000018677942,0.00021771717,0.00000930939,0.00001997565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000006948867,0.00017106393,0.00014943938,0.000060326467,0.000011960929,0.0000050586655,0.000101098776,0.0003236235,0.0006843962],"category_scores_gemma":[0.0000026257114,0.00015759474,0.000052153595,0.000007176639,0.000010174861,0.00002500633,0.000030141497,0.00024440966,0.00030791908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.970909e-7,4.3304087e-7,1.2037823e-9,0.000020649208,0.000016346263,0.000010118265,0.0000020146401,0.00063597556,0.0008886553,0.98740405,0.0012913537,0.009730197],"study_design_scores_gemma":[0.00004018815,0.000009060156,2.9813673e-8,0.0000419722,0.000005890301,0.0000027074875,0.0000019424804,0.000027368698,0.004256716,0.6027077,0.39273262,0.00017380284],"about_ca_topic_score_codex":6.452511e-7,"about_ca_topic_score_gemma":0.0000063088196,"teacher_disagreement_score":0.39144126,"about_ca_system_score_codex":0.00007060403,"about_ca_system_score_gemma":0.0000067677383,"threshold_uncertainty_score":0.74936587},"labels":[],"label_agreement":null},{"id":"W4255058908","doi":"10.20944/preprints201904.0076.v7","title":"Crystal Period Vectors under External Stress in Statistical Physics","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Albert-Ludwigs-Universität Freiburg; Weizmann Institute of Science; Shanxi University; Northeast Normal University; Uniwersytet Marii Curie-Skłodowskiej; Temple University; University of Wisconsin-Madison; University of Southern California","keywords":"Period (music); Stress (linguistics); Physics; Piezoelectricity; Crystal (programming language); Statistical physics; Classical physics; Enhanced Data Rates for GSM Evolution; Quantum; Theoretical physics; Quantum mechanics; Computer science","score_opus":0.08251996311253851,"score_gpt":0.3233902073735207,"score_spread":0.2408702442609822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255058908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521881,0.00019839109,0.044006377,0.000094250965,0.00060696463,0.00034479794,0.00015111965,0.0010943627,0.0013156534],"genre_scores_gemma":[0.99591553,0.0002573815,0.0033075928,0.000018280296,0.00019927237,0.00011777518,0.00004231821,0.00009029264,0.000051528998],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99816763,0.000016442698,0.00041700012,0.00069924723,0.00026432172,0.00043538076],"domain_scores_gemma":[0.9990057,0.000054573084,0.00007630581,0.00071736897,0.00003052401,0.0001155386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007959854,0.000425826,0.0005079668,0.0000873774,0.000035039106,0.000027137963,0.0005489295,0.00037650293,0.00024086708],"category_scores_gemma":[0.00010677855,0.0004732836,0.0001080711,0.00013359774,0.00012377082,0.0000911205,0.0013045318,0.0017499157,0.00021557712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008068623,0.00026826854,0.14160183,0.0016393902,0.0002778197,0.00047059872,0.0018718656,0.37847304,0.45924017,0.009317299,0.00008279542,0.0066762296],"study_design_scores_gemma":[0.0009594978,0.000046368546,0.5015434,0.0009255841,0.000071628114,0.000015063121,0.00079325883,0.010339656,0.36685762,0.11535499,0.0012263235,0.0018666057],"about_ca_topic_score_codex":0.000060747574,"about_ca_topic_score_gemma":0.00003778507,"teacher_disagreement_score":0.36813337,"about_ca_system_score_codex":0.00023869102,"about_ca_system_score_gemma":0.00005616385,"threshold_uncertainty_score":0.9997719},"labels":[],"label_agreement":null},{"id":"W4255511137","doi":"10.1121/1.4799254","title":"Cantilever mode piston transducer array","year":2013,"lang":"en","type":"article","venue":"Proceedings of meetings on acoustics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"Naval Undersea Warfare Center; Office of Naval Research","keywords":"Cantilever; Piston (optics); Acoustics; Transducer; Piezoelectricity; Materials science; Bending; Underwater; Resonance (particle physics); Physics; Optics; Composite material","score_opus":0.005866891923435122,"score_gpt":0.20336885596245804,"score_spread":0.19750196403902293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255511137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97886294,0.00008792992,0.00132631,0.00012693962,0.00015737148,0.00022020731,0.000008390484,0.00076647196,0.018443448],"genre_scores_gemma":[0.9818659,0.0002834046,0.017379725,0.000053087624,0.000064851956,0.000041488216,9.780601e-7,0.00005889382,0.00025168588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900955,3.1514503e-7,0.00026482012,0.00018882006,0.00021261367,0.00032387284],"domain_scores_gemma":[0.9995165,0.000033387558,0.00007519884,0.00008396013,0.00022787067,0.000063087275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006592722,0.00020905201,0.00024148743,0.00012287858,0.00004310018,0.000026284084,0.00022391252,0.00015534362,0.00005563744],"category_scores_gemma":[0.00012953722,0.00019349663,0.000048308975,0.000183798,0.00008715236,0.00019342448,0.000016707623,0.00026197403,0.00003953098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047888448,0.000021938366,0.000048970043,0.00020707195,0.000014732288,2.4660247e-7,0.00016802654,0.001480884,0.9873885,0.0004183912,0.006718497,0.0035279468],"study_design_scores_gemma":[0.00022441238,0.00008005955,0.00040077063,0.00015002479,0.0000228919,0.0000031159302,0.00046270335,0.0022863091,0.9914753,0.0026051458,0.002007984,0.000281274],"about_ca_topic_score_codex":0.0000230548,"about_ca_topic_score_gemma":6.3262246e-7,"teacher_disagreement_score":0.018191762,"about_ca_system_score_codex":0.000050644125,"about_ca_system_score_gemma":0.0000066342436,"threshold_uncertainty_score":0.78905636},"labels":[],"label_agreement":null},{"id":"W4255552999","doi":"10.1007/978-1-4020-8021-0_13","title":"Raised Structures","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fabrication; Chip; Materials science; Surface micromachining; Optoelectronics; Volume (thermodynamics); Thin film; Nanotechnology; Electrical engineering; Engineering; Physics","score_opus":0.010065743272234341,"score_gpt":0.1978176046302365,"score_spread":0.18775186135800218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255552999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007406237,0.0009576557,0.0009861891,0.00001269562,0.00026212636,0.00008801697,0.000009537597,0.0022774579,0.99533224],"genre_scores_gemma":[0.017183177,0.0025071078,0.015541443,0.00005265202,0.00022986508,0.000009108127,0.00003318228,0.00022052773,0.9642229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99957234,7.427303e-8,0.000108848195,0.000121980396,0.00007181564,0.00012494545],"domain_scores_gemma":[0.99970907,0.0000072431294,0.000015578498,0.00023469901,0.00000996424,0.000023473136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006333471,0.00021150977,0.00018368286,0.000077982426,0.000016594106,0.000008058537,0.00011860175,0.00033687576,0.0013160881],"category_scores_gemma":[0.0000022629226,0.00018041262,0.000060796425,0.000007831739,0.00004121172,0.000028759989,0.000026967367,0.00027237227,0.00009590349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011276531,5.653343e-7,5.231876e-8,0.00006702058,0.00004746137,0.000021533171,0.000009063583,0.0017022998,0.003135084,0.9749076,0.0024291263,0.017679093],"study_design_scores_gemma":[0.0001056607,0.000010451708,0.0000034081063,0.000048431095,0.0000065288177,0.0000037702869,0.0000031567733,0.0000034368004,0.010493526,0.6161217,0.37293488,0.00026502696],"about_ca_topic_score_codex":0.0000010051563,"about_ca_topic_score_gemma":0.0000044587973,"teacher_disagreement_score":0.37050575,"about_ca_system_score_codex":0.00005651093,"about_ca_system_score_gemma":0.000008388526,"threshold_uncertainty_score":0.99959683},"labels":[],"label_agreement":null},{"id":"W4255625690","doi":"10.32920/ryerson.14643810","title":"Measurement of the properties of MetalMUMPS® thin films","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Silicon nitride; Residual stress; Silicon; Nitride; Microelectromechanical systems; Composite material; Cantilever; Thin film; Nickel; Modulus; Elastic modulus; Stress (linguistics); Optoelectronics; Metallurgy; Nanotechnology; Layer (electronics)","score_opus":0.04221772373810035,"score_gpt":0.20963757914188677,"score_spread":0.16741985540378643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255625690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723621,0.017844837,0.0027100802,0.00009124969,0.00086754834,0.00042383414,0.000007137917,0.000433948,0.005259276],"genre_scores_gemma":[0.9928794,0.00054674555,0.006361494,0.0000042915985,0.0000069402495,0.000033663135,5.127936e-7,0.000018162109,0.00014882343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921274,0.000005691427,0.00027240044,0.00012694664,0.00028115817,0.000101049794],"domain_scores_gemma":[0.9991775,0.000004001011,0.00007284637,0.00060772774,0.00012864784,0.000009289457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012599939,0.00014810868,0.00031398985,0.000036313177,0.000011999263,0.0000066158705,0.00033861882,0.00015720024,0.000029581828],"category_scores_gemma":[0.0000867334,0.000084969564,0.00015110134,0.00007561085,0.000071988026,0.000027202732,0.0005196402,0.0003037134,4.5058013e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001326124,0.000016169997,0.000008837688,0.00090934744,0.00014973822,3.33349e-7,0.00014217918,0.037969258,0.9592927,0.0001635328,0.00016668013,0.001179898],"study_design_scores_gemma":[0.00004243501,0.0000052312676,0.0001396265,0.000585254,0.000028973485,5.446258e-7,0.0004616225,0.00070856535,0.99742097,0.00029784453,0.00020926517,0.00009968427],"about_ca_topic_score_codex":0.00005464481,"about_ca_topic_score_gemma":0.000056737463,"teacher_disagreement_score":0.038128257,"about_ca_system_score_codex":0.000029102799,"about_ca_system_score_gemma":0.000040174757,"threshold_uncertainty_score":0.34649584},"labels":[],"label_agreement":null},{"id":"W4285038286","doi":"10.1063/5.0088120","title":"Modeling and analysis of reluctance motion system with asymmetrical air gaps","year":2022,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Multiphysics; Actuator; Magnetic reluctance; Acceleration; Air gap (plumbing); Control theory (sociology); Lorentz force; Finite element method; Computer science; Photolithography; Vibration; Mechanical engineering; Physics; Acoustics; Classical mechanics; Engineering; Materials science; Magnet; Optics; Magnetic field","score_opus":0.01249364533564279,"score_gpt":0.2306585406591212,"score_spread":0.2181648953234784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285038286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98487025,0.011878495,0.0025346489,0.0000092794435,0.00014380747,0.00017730531,0.000037847265,0.00007900118,0.00026934],"genre_scores_gemma":[0.9929714,0.004329448,0.002632912,0.0000037364207,0.0000016502263,0.000020997688,0.000017005104,0.000006691484,0.000016160759],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990894,0.000008779182,0.00029850088,0.00017681757,0.00031534827,0.00011111929],"domain_scores_gemma":[0.99958205,0.000006777296,0.00008588274,0.00025206117,0.000051955038,0.00002129729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441138,0.00007663729,0.00032954582,0.00038629622,0.00009100579,0.0000053298336,0.00013252819,0.000016509099,0.000007363822],"category_scores_gemma":[0.000018223203,0.000064002015,0.000055491775,0.0024742573,0.000060574603,0.00008950375,0.00007259175,0.000084176085,3.7294038e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025120582,0.0001621763,0.002707176,0.038015645,0.0014253885,0.000008390839,0.00019209384,0.2521206,0.035969295,0.0066259108,0.000160446,0.66258776],"study_design_scores_gemma":[0.0004049798,0.00011621943,0.0009890787,0.0050752726,0.00084796373,0.000017709917,0.0005712551,0.9753982,0.014572051,0.00007272653,0.0016063106,0.00032822677],"about_ca_topic_score_codex":0.000004181177,"about_ca_topic_score_gemma":0.0000010677088,"teacher_disagreement_score":0.72327757,"about_ca_system_score_codex":0.00007801231,"about_ca_system_score_gemma":0.0000076136257,"threshold_uncertainty_score":0.26099265},"labels":[],"label_agreement":null},{"id":"W4285594658","doi":"10.3390/s22145264","title":"Built-In Packaging for Single Terminal Devices","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"CMC Microsystems; Natural Sciences and Engineering Research Council of Canada; Mitacs; Discovery Eye Foundation","keywords":"Terminal (telecommunication); Wire bonding; Interconnection; Electronic packaging; Actuator; Integrated circuit packaging; Chip; Electrical engineering; Electronic engineering; Engineering; Materials science; Telecommunications","score_opus":0.01739806563788683,"score_gpt":0.24300676679407937,"score_spread":0.22560870115619253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285594658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997774,0.00020967885,0.00014009741,0.00008257908,0.00017485,0.000101517195,0.000009550457,0.00038363773,0.0011240874],"genre_scores_gemma":[0.99683946,0.00000823667,0.0028929461,0.000019543717,0.000024079705,0.000047296042,0.0000026913135,0.000019632638,0.00014611751],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995876,0.0000019933454,0.000084132196,0.00009365565,0.00005137007,0.00018128048],"domain_scores_gemma":[0.9998297,0.000035791658,0.000011888383,0.0001061142,0.000004365387,0.00001211331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004344853,0.00006560247,0.00008137144,0.000080168364,0.00005834298,0.000006467416,0.00008708407,0.00001946856,0.000014201817],"category_scores_gemma":[0.000016149601,0.0000710545,0.000024793642,0.00011053321,0.000012397247,0.000034519024,0.000037098172,0.000103630235,0.000002137337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024504345,0.000060702812,0.0014204427,0.00015850585,0.000022873264,0.00013933903,0.0007134756,0.25232625,0.6644052,0.0005789821,0.0010768475,0.07907285],"study_design_scores_gemma":[0.001259302,0.00031496055,0.003537541,0.00006215927,0.000019947884,0.00014297546,0.008641824,0.03526335,0.46554777,0.006950693,0.47733802,0.0009214459],"about_ca_topic_score_codex":0.0000066527004,"about_ca_topic_score_gemma":0.00004231636,"teacher_disagreement_score":0.47626117,"about_ca_system_score_codex":0.000059671747,"about_ca_system_score_gemma":0.0000025928102,"threshold_uncertainty_score":0.28975183},"labels":[],"label_agreement":null},{"id":"W4286377385","doi":"10.1109/jmems.2022.3190829","title":"A SOI Out-of-Plane Electrostatic MEMS Actuator Based on In-Plane Motion","year":2022,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Microelectromechanical systems; Displacement (psychology); Plane (geometry); Silicon on insulator; Perpendicular; Physics; Stiffness; Comb drive; Mechanical engineering; Electrical engineering; Acoustics; Optoelectronics; Geometry; Engineering; Silicon; Mathematics","score_opus":0.008922730322706022,"score_gpt":0.21740528487311506,"score_spread":0.20848255455040904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286377385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818291,0.00094614195,0.015192633,0.0001622499,0.0012736177,0.00034415477,0.0000312468,0.00012507592,0.00009575819],"genre_scores_gemma":[0.9990805,0.000103427854,0.0006200494,0.000027594917,0.000073122974,0.000021897307,0.0000070900483,0.000037335576,0.000029007377],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998237,0.000046803376,0.0007674721,0.0001438132,0.0004151307,0.0003897618],"domain_scores_gemma":[0.9991935,0.00016908911,0.0003238195,0.00019554826,0.000049336148,0.000068688394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005696244,0.00019025122,0.00054878474,0.0004180241,0.000049980295,0.000015476933,0.00031279883,0.000098672055,0.00004850179],"category_scores_gemma":[0.00007476859,0.00017126737,0.00011765537,0.00035220003,0.000014068644,0.000073948875,0.000025505835,0.0008626239,0.000004270172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013621672,0.000113158174,0.0000051884094,0.00009440415,0.000040087165,0.000073781935,0.00003646418,0.008492396,0.9889907,0.00024335706,0.00047300858,0.0013012332],"study_design_scores_gemma":[0.0027447892,0.0062552067,0.00007645748,0.000324457,0.000056218934,0.0005492113,0.0003920315,0.012874795,0.96806985,0.0011358896,0.0070321253,0.00048896216],"about_ca_topic_score_codex":0.000010580788,"about_ca_topic_score_gemma":0.00000929958,"teacher_disagreement_score":0.020920848,"about_ca_system_score_codex":0.00048710135,"about_ca_system_score_gemma":0.000052770192,"threshold_uncertainty_score":0.69840807},"labels":[],"label_agreement":null},{"id":"W4289010264","doi":"","title":"Modeling and experimental characterization of an active MEMS-based force sensor","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Characterization (materials science); Computer science; Materials science; Nanotechnology","score_opus":0.010762731615302328,"score_gpt":0.22697092806343516,"score_spread":0.21620819644813283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289010264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86234313,0.00005520209,0.13577211,0.00011454041,0.00003377706,0.00009820556,0.000011691845,0.0002460322,0.0013253293],"genre_scores_gemma":[0.97544855,0.000043021573,0.024278339,0.000010472469,0.000007893321,0.000012587493,0.000048513808,0.000019902584,0.0001307193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999389,0.00008109428,0.00015098361,0.00016648858,0.00008801846,0.00012441291],"domain_scores_gemma":[0.9991289,0.000069112364,0.000049464757,0.00040195454,0.00030721113,0.000043368334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030018095,0.00010030666,0.000113409274,0.00007393136,0.00010217387,0.000027665634,0.00015331066,0.00006816072,0.000015777066],"category_scores_gemma":[0.00008194495,0.000106605476,0.000022793,0.0001303418,0.00012369423,0.00020966149,0.000055903318,0.000077201745,0.000001811005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007087824,0.000045313456,0.000011520713,0.000012620277,0.0000063703865,2.1856451e-7,0.0012534605,0.00031605986,0.9844778,0.0009172827,9.63469e-7,0.012951306],"study_design_scores_gemma":[0.00017133917,7.681529e-7,0.00014077133,0.00007740089,0.0000029227551,0.0000010557058,0.00016399504,0.26582974,0.7333238,0.00011928274,0.00009072231,0.000078215795],"about_ca_topic_score_codex":0.0000343652,"about_ca_topic_score_gemma":0.000072256866,"teacher_disagreement_score":0.2655137,"about_ca_system_score_codex":0.000026360274,"about_ca_system_score_gemma":0.000011715997,"threshold_uncertainty_score":0.4347245},"labels":[],"label_agreement":null},{"id":"W4293115920","doi":"10.11159/mmme22.131","title":"Development Of A Low-Cost Microelectromechanical System For The Digitisation Of Bore-holes","year":2022,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microelectromechanical systems; Computer science; Nanotechnology; Materials science","score_opus":0.006615787018432181,"score_gpt":0.19165754820764216,"score_spread":0.18504176118920998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293115920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998494,0.00002798883,0.00014107954,0.00004081977,0.00057391165,0.00049092784,0.000053727344,0.00015670487,0.000020789947],"genre_scores_gemma":[0.995205,0.000025954962,0.0043877405,0.0000041587246,0.000035977377,0.0002924362,0.0000030076505,0.000033225067,0.000012509318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904096,0.000001062046,0.00041678586,0.00015964544,0.00017767835,0.00020386901],"domain_scores_gemma":[0.999568,0.00008130377,0.00014946023,0.00011473645,0.000058915106,0.00002760322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016959533,0.00016287976,0.0003055498,0.000077411576,0.00008415386,0.000017899003,0.000378207,0.000051939787,0.0000036434524],"category_scores_gemma":[0.000055862405,0.00011944371,0.000070841925,0.00018829368,0.00005076682,0.000051437422,0.00022278375,0.00015228648,5.6416347e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007340755,0.00001974971,3.2438368e-7,0.0008405332,0.000043375378,6.570163e-8,0.000013587402,0.00043914528,0.9827169,0.014101964,0.00006446545,0.001686471],"study_design_scores_gemma":[0.00030214078,0.00003162101,0.0000016130147,0.00026238488,0.000024390189,0.00000362887,0.00018387625,0.0031309011,0.9938102,0.00019305275,0.0019336174,0.00012258302],"about_ca_topic_score_codex":8.512719e-7,"about_ca_topic_score_gemma":4.815422e-7,"teacher_disagreement_score":0.0139089115,"about_ca_system_score_codex":0.00007317099,"about_ca_system_score_gemma":0.000010931428,"threshold_uncertainty_score":0.48707733},"labels":[],"label_agreement":null},{"id":"W4293863205","doi":"10.1109/siu55565.2022.9864694","title":"PLL Based Synchronous Read-Out for Resonant Biosensors","year":2022,"lang":"en","type":"article","venue":"2022 30th Signal Processing and Communications Applications Conference (SIU)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Phase-locked loop; Computer science; Electronic engineering; Microelectromechanical systems; Adaptability; Biosensor; Engineering; Phase noise; Optoelectronics; Nanotechnology; Physics; Materials science","score_opus":0.031202477643384106,"score_gpt":0.27094978450237883,"score_spread":0.23974730685899473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293863205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013868512,0.0164712,0.95433724,0.003967184,0.00006253256,0.0022675842,0.0005377631,0.0023879916,0.006100013],"genre_scores_gemma":[0.9531007,0.0006638695,0.039580557,0.00009169353,0.000017774037,0.0059353067,0.00020170673,0.000041875523,0.00036651327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989463,0.000022986678,0.00030884834,0.0002990828,0.00014819505,0.0002745706],"domain_scores_gemma":[0.99852115,0.0001877363,0.00010537506,0.0009845803,0.00013570317,0.000065472625],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020939895,0.00019118741,0.00020548658,0.00016766894,0.0015116169,0.000084849904,0.00085515727,0.00006982809,0.00006742631],"category_scores_gemma":[0.000014310518,0.00020833389,0.000047645997,0.00041181725,0.00025589083,0.000115766816,0.00028077306,0.0004188654,0.0000053146873],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017291073,0.00020437574,0.0000327055,0.00019723766,0.00003207537,5.59053e-7,0.00056918204,0.002664558,0.052601255,0.01955123,0.00082023576,0.92330927],"study_design_scores_gemma":[0.00056588376,0.00013739015,0.000086392465,0.00006304387,0.00006510364,0.000008952505,0.0035609542,0.3821581,0.0048734313,0.012541638,0.5953445,0.0005946326],"about_ca_topic_score_codex":0.000010780993,"about_ca_topic_score_gemma":0.000028731483,"teacher_disagreement_score":0.9392322,"about_ca_system_score_codex":0.00010200616,"about_ca_system_score_gemma":0.00014064528,"threshold_uncertainty_score":0.9997883},"labels":[],"label_agreement":null},{"id":"W4294334747","doi":"","title":"Sound absorption properties of quarter wavelength resonators","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resonator; Quarter (Canadian coin); Absorption (acoustics); Wavelength; Acoustics; Sound (geography); Materials science; Optics; Computer science; Optoelectronics; Physics; Geography","score_opus":0.019135236793593004,"score_gpt":0.22042193598912627,"score_spread":0.20128669919553327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294334747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9496572,0.0033364655,0.025255373,0.001121361,0.0003644995,0.00038133108,0.000039985625,0.00085292093,0.018990887],"genre_scores_gemma":[0.9822961,0.0018431525,0.014203987,0.0000045731153,0.000016095904,0.00006073883,0.00004933708,0.000048028283,0.0014780036],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985751,0.00020518963,0.0003806307,0.00035973376,0.00023396141,0.00024538758],"domain_scores_gemma":[0.9968712,0.00013961134,0.0002882211,0.0019612068,0.0006826949,0.000057104764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011421273,0.00026608142,0.00034184725,0.0001590091,0.00017195709,0.00013313896,0.0009236422,0.0003439508,0.00002116633],"category_scores_gemma":[0.00055037683,0.00025940593,0.00013591872,0.00008039275,0.00027744967,0.0001435381,0.00055626355,0.00056502444,0.000014751766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056959365,0.00086852384,0.0011078239,0.0046333065,0.00065683766,0.000014398649,0.030536415,0.002276571,0.3772231,0.11851838,0.005069836,0.45903784],"study_design_scores_gemma":[0.00047353,6.321181e-7,0.0018292842,0.0042011556,0.000049795213,0.0000059370345,0.00035404318,0.014308637,0.9293905,0.035775635,0.01286131,0.0007495323],"about_ca_topic_score_codex":0.00019334265,"about_ca_topic_score_gemma":0.00044872978,"teacher_disagreement_score":0.5521674,"about_ca_system_score_codex":0.00008213649,"about_ca_system_score_gemma":0.00005275263,"threshold_uncertainty_score":0.9999858},"labels":[],"label_agreement":null},{"id":"W4297229178","doi":"","title":"Design, fabrication and characterization of a piezoelectric MEMS, vibration energy scavenging","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fabrication; Microelectromechanical systems; Vibration; Characterization (materials science); Piezoelectricity; Energy harvesting; Materials science; Scavenging; Energy (signal processing); Acoustics; Optoelectronics; Composite material; Nanotechnology; Physics; Chemistry","score_opus":0.010826650455893544,"score_gpt":0.20187931938588072,"score_spread":0.19105266892998718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297229178","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14119326,0.0010451663,0.85567427,0.00025197104,0.00010413651,0.0002175928,0.000011381876,0.0004780644,0.0010241756],"genre_scores_gemma":[0.92701983,0.0052518197,0.06693942,0.000014116706,0.000018351131,0.00005793151,0.00034697884,0.000051343857,0.00030022598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985501,0.0002350661,0.00043571147,0.00035782935,0.0001968927,0.00022438444],"domain_scores_gemma":[0.9977886,0.0003696864,0.00030311852,0.0007433972,0.0007367375,0.000058423986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013368743,0.00024226579,0.00028172208,0.00039574387,0.0001062452,0.00008384101,0.00033507586,0.00031599088,0.000009459665],"category_scores_gemma":[0.00030391137,0.00027944197,0.00005574987,0.00044482187,0.00009125897,0.00017099662,0.0002509356,0.00031065926,0.000001400023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005432299,0.000060486018,0.00004867331,0.00017373978,0.000039106104,7.4247566e-7,0.0009390094,0.00083443656,0.646236,0.0076420987,0.00003063393,0.34398967],"study_design_scores_gemma":[0.0001738777,5.190599e-7,0.0019048532,0.0006177549,0.000026062744,0.000003643832,0.000024048613,0.10354185,0.88917714,0.0031026849,0.0011342274,0.00029336242],"about_ca_topic_score_codex":0.0000786664,"about_ca_topic_score_gemma":0.00004983175,"teacher_disagreement_score":0.78873485,"about_ca_system_score_codex":0.000092831164,"about_ca_system_score_gemma":0.0000490371,"threshold_uncertainty_score":0.9999658},"labels":[],"label_agreement":null},{"id":"W4297782116","doi":"10.48550/arxiv.1005.3519","title":"AdS/CFT and large-N volume independence","year":2010,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Weizmann Institute of Science; U.S. Department of Energy","keywords":"Independence (probability theory); Volume (thermodynamics); Mathematics; Physics; Statistics; Thermodynamics","score_opus":0.00475927183896054,"score_gpt":0.15076085784668397,"score_spread":0.14600158600772342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297782116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992591,0.00006916811,0.001071595,0.00007316966,0.000093656316,0.00015797984,0.00078913284,0.00056218193,0.004592078],"genre_scores_gemma":[0.992432,0.0003263769,0.0028996554,0.0000101289015,0.000016435924,1.2724465e-8,0.000112657515,0.000024922705,0.0041777934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894,0.0000056895083,0.00013455575,0.00033690562,0.0002340183,0.00034885935],"domain_scores_gemma":[0.99917126,0.000050848637,0.00012587558,0.00041201527,0.00006110662,0.0001789038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000029504052,0.0002423611,0.00036360035,0.00029990732,0.00015755712,0.000026573756,0.0007654277,0.0001876209,0.00026944818],"category_scores_gemma":[0.000015385927,0.00032954928,0.00012967874,0.00044798883,0.0005282625,0.0030830095,0.00065397844,0.0005150518,0.0000696362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046610177,0.00007417267,0.97875375,0.00009020976,0.000066099296,0.00010977098,0.0000451539,0.00012228654,0.000010013728,0.0002529503,0.0017204587,0.018708514],"study_design_scores_gemma":[0.0005720496,0.00009194086,0.8937577,0.000026200692,0.000029161598,0.000010214099,0.00009176473,0.00034702322,0.00009580125,0.0001781939,0.10447937,0.00032056903],"about_ca_topic_score_codex":0.00006454363,"about_ca_topic_score_gemma":0.0014703722,"teacher_disagreement_score":0.102758914,"about_ca_system_score_codex":0.000016788688,"about_ca_system_score_gemma":0.000051865078,"threshold_uncertainty_score":0.99991566},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011196339998259941,"score_gpt":0.19376021970441684,"score_spread":0.1825638797061569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298143868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99474275,0.0019712036,0.00040363957,0.00005432479,0.0001644857,0.00036381924,0.000025532854,0.002107841,0.00016643007],"genre_scores_gemma":[0.9991586,0.00023741109,0.00043400296,0.000002621943,0.000003367174,0.00010712124,0.000002128986,0.00003070736,0.000024042458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989497,0.000011977822,0.00036760833,0.0001919326,0.00022093505,0.00025783677],"domain_scores_gemma":[0.9989882,0.00020189284,0.00013874246,0.00063314516,0.000031387648,0.0000066500997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037998342,0.00019287957,0.00034713236,0.00025289014,0.00016141792,0.0000047221756,0.0006851793,0.00014344443,0.000004193087],"category_scores_gemma":[0.00005357406,0.00013898395,0.00008101954,0.0006063056,0.00015021801,0.00005618201,0.0002904898,0.0005037626,0.0000022703991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016288852,0.000009914709,0.00011476644,0.00031685544,0.000034190176,0.0000018536924,0.00008647234,0.43189776,0.5641588,0.0010650805,0.00006328462,0.00223472],"study_design_scores_gemma":[0.00013731308,0.00032626116,0.000012666124,0.00019516646,0.000008301025,0.000007899171,0.0016713865,0.022744283,0.9733878,0.00028293347,0.0010834084,0.00014260825],"about_ca_topic_score_codex":0.0000122644715,"about_ca_topic_score_gemma":9.917992e-7,"teacher_disagreement_score":0.40922895,"about_ca_system_score_codex":0.000102827915,"about_ca_system_score_gemma":0.000008869761,"threshold_uncertainty_score":0.5667601},"labels":[],"label_agreement":null},{"id":"W4299601827","doi":"","title":"Fully Decoupled Compliant Parallel Mechanism: a New Solution for the Design of Multidimensional Accelerometer","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Accelerometer; Mechanism (biology); Computer science; Mechanism design; Control engineering; Control theory (sociology); Human–computer interaction; Engineering; Mathematics; Artificial intelligence; Physics; Control (management)","score_opus":0.2726740719090559,"score_gpt":0.4936250372938032,"score_spread":0.2209509653847473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299601827","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30480418,0.0046259114,0.68809074,0.00015809083,0.0009475035,0.0011265632,0.00003065713,0.00015063165,0.00006572179],"genre_scores_gemma":[0.8340108,0.0055137337,0.159934,0.00006501679,0.00012839063,0.00014697904,0.0000061369333,0.00008007796,0.000114869756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842435,0.000017809645,0.0006176711,0.0002460186,0.0003298698,0.0003642917],"domain_scores_gemma":[0.99819624,0.00067212526,0.00035774568,0.00045653095,0.00019872558,0.000118606236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006630691,0.00027451472,0.00054989755,0.00033827094,0.0001926652,0.00016243008,0.0015942873,0.00016578045,0.0011074861],"category_scores_gemma":[0.0002642266,0.0002004692,0.00017069983,0.0003705875,0.000103782106,0.0008802671,0.00038916504,0.00043951813,0.00000477886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013443314,0.00005353631,0.0002329164,0.00004250444,0.00015364184,0.000002692046,0.00003469278,0.009538179,0.9619239,0.0005034823,0.010576575,0.016803477],"study_design_scores_gemma":[0.0018430189,0.000047802983,0.036344193,0.00028196705,0.00015795972,0.000030539122,0.00006998887,0.05965832,0.8343904,0.0593083,0.007183881,0.0006836148],"about_ca_topic_score_codex":0.00013802949,"about_ca_topic_score_gemma":0.00006745278,"teacher_disagreement_score":0.52920663,"about_ca_system_score_codex":0.000037198333,"about_ca_system_score_gemma":0.00006855345,"threshold_uncertainty_score":0.9998056},"labels":[],"label_agreement":null},{"id":"W4303856594","doi":"10.3390/mi13101676","title":"Recent Advances in MEMS-Based 3D Hemispherical Resonator Gyroscope (HRG)—A Sensor of Choice","year":2022,"lang":"en","type":"review","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Microscale chemistry; Gyroscope; Fabrication; Microfabrication; Microelectromechanical systems; Resonator; Materials science; Nanotechnology; Optoelectronics; Aerospace engineering; Engineering","score_opus":0.02400082947235487,"score_gpt":0.3116602330684068,"score_spread":0.2876594035960519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303856594","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036817958,0.9974816,0.000037243983,0.000011674645,0.0005125039,0.00046206202,0.000115319424,0.0004743904,0.00053704524],"genre_scores_gemma":[0.0000036446324,0.99453515,0.0048527997,0.0000134792335,0.00005790077,0.0002156437,0.000092839946,0.00012713474,0.000101390615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981882,0.000031918353,0.0007571225,0.0004294953,0.00020008534,0.00039320573],"domain_scores_gemma":[0.99878,0.0004040323,0.00020372355,0.000541859,0.000020265532,0.000050130595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001302415,0.0005496002,0.0016245799,0.00022321311,0.000052004965,0.000011747801,0.0005316011,0.00028536157,0.00028839818],"category_scores_gemma":[0.00021828445,0.00047297485,0.00024278287,0.0008301321,0.000089416906,0.00009188898,0.00014640228,0.0008257434,0.000008704648],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004692004,0.000049423063,0.0000074165164,0.0075261355,0.000027316231,0.00002089826,0.000008020204,0.0005047908,0.0014495655,0.0000029972277,0.00027055293,0.9901282],"study_design_scores_gemma":[0.00021996128,0.000042620126,0.0000032129785,0.0018702543,0.000060496423,0.000010130065,0.000010917974,0.000043732176,0.0010777863,0.000015053419,0.99619937,0.00044649417],"about_ca_topic_score_codex":0.000016957565,"about_ca_topic_score_gemma":0.0000595677,"teacher_disagreement_score":0.99592876,"about_ca_system_score_codex":0.00025418756,"about_ca_system_score_gemma":0.000071234805,"threshold_uncertainty_score":0.9997722},"labels":[],"label_agreement":null},{"id":"W4306673999","doi":"10.3390/s22207889","title":"A Robust Angular Rate Sensor Utilizing 2:1 Auto-Parametric Resonance Excitation","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Bandwidth (computing); Gyroscope; Parametric statistics; Voltage; Resonance (particle physics); Parametric oscillator; Inertial frame of reference; Excitation; Acoustics; Physics; Control theory (sociology); Engineering; Electrical engineering; Computer science; Optics; Telecommunications","score_opus":0.025539656067727658,"score_gpt":0.22371091684877215,"score_spread":0.1981712607810445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306673999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99466014,0.0014474359,0.00066387013,0.00008133638,0.00035673575,0.0001618599,0.000017496594,0.0014049477,0.0012061925],"genre_scores_gemma":[0.9886793,0.00022937996,0.01015903,0.00004291555,0.000044391043,0.000047867852,0.000008240561,0.00004938882,0.00073949184],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991351,0.000019284642,0.00017144524,0.00021638881,0.00015807938,0.0002997448],"domain_scores_gemma":[0.99955446,0.00008904878,0.000036375128,0.00026469363,0.000022117496,0.000033299155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014645116,0.00014287428,0.00015469092,0.0002544933,0.00018550524,0.000016455968,0.00012998594,0.000053107327,0.000052867443],"category_scores_gemma":[0.00012937123,0.00015963649,0.000052087034,0.00089098606,0.00003567419,0.00007735612,0.000061272796,0.00030967832,0.000024119687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016875558,0.000020460471,0.00008249956,0.000039051283,0.000022180035,0.00011140187,0.0003310937,0.882287,0.09664961,0.00094677275,0.0015036756,0.017989364],"study_design_scores_gemma":[0.001303504,0.00024448262,0.013601012,0.00005532192,0.00004276566,0.00010035213,0.009426872,0.4907147,0.07699254,0.00448407,0.40165356,0.0013808236],"about_ca_topic_score_codex":0.000010310607,"about_ca_topic_score_gemma":0.0000034765565,"teacher_disagreement_score":0.40014988,"about_ca_system_score_codex":0.00012973516,"about_ca_system_score_gemma":0.000007830163,"threshold_uncertainty_score":0.65097874},"labels":[],"label_agreement":null},{"id":"W4309682441","doi":"10.11591/ijape.v11.i4.pp264-270","title":"Synergetic control of micro positioning stage piezoelectric actuator","year":2022,"lang":"en","type":"article","venue":"International Journal of Applied Power Engineering (IJAPE)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Control theory (sociology); Particle swarm optimization; Actuator; Piezoelectricity; Stability (learning theory); Nonlinear system; Tracking error; Control engineering; Computer science; Sliding mode control; Engineering; Control (management); Artificial intelligence; Algorithm; Physics","score_opus":0.002331039647816499,"score_gpt":0.18532955144048918,"score_spread":0.18299851179267268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309682441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8567126,0.0009884624,0.13923644,0.00010091897,0.0017429263,0.00012707774,0.000054151504,0.00020709645,0.00083032897],"genre_scores_gemma":[0.99433935,0.000076319564,0.0053694937,0.000036772086,0.00008886963,0.000014536167,0.0000039066767,0.000041936357,0.000028837538],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987916,0.0000029297878,0.00047316813,0.00009627783,0.00043729975,0.00019875797],"domain_scores_gemma":[0.9994415,0.0000930189,0.00018671014,0.00011562206,0.000112874404,0.000050271636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016203377,0.0001589595,0.0002558529,0.00047393073,0.000035731322,0.000020496193,0.00048241985,0.000048180667,0.00014489048],"category_scores_gemma":[0.000030006944,0.00016753722,0.00011681091,0.00020603203,0.000017839035,0.000106680636,0.00006373651,0.00047584914,0.0000024681885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005259455,0.000027061336,0.000007203095,0.000011225786,0.00020767974,0.000034464003,0.00011022338,0.35960487,0.6367778,0.0016525862,0.00012549655,0.001388761],"study_design_scores_gemma":[0.005506027,0.0006836955,0.0013884683,0.00018447438,0.00014179641,0.000642419,0.000786292,0.04497763,0.8451016,0.0013669541,0.09807515,0.0011454966],"about_ca_topic_score_codex":8.9726404e-7,"about_ca_topic_score_gemma":1.06424054e-7,"teacher_disagreement_score":0.31462723,"about_ca_system_score_codex":0.00024520647,"about_ca_system_score_gemma":0.00002877332,"threshold_uncertainty_score":0.68319696},"labels":[],"label_agreement":null},{"id":"W4311153788","doi":"10.3390/s22249688","title":"Detection Methods for Multi-Modal Inertial Gas Sensors","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Sharjah Research Academy; American University of Sharjah","keywords":"Modal; Bifurcation; Asymmetry; Sensitivity (control systems); Inertial frame of reference; Beam (structure); Physics; Acoustics; Transducer; Modal testing; Noise (video); Modal analysis; Capacitance; Nonlinear system; Control theory (sociology); Engineering; Optics; Computer science; Electronic engineering; Materials science; Vibration; Electrode; Classical mechanics","score_opus":0.028746736857142224,"score_gpt":0.32015725937258044,"score_spread":0.2914105225154382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311153788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246894,0.00013984923,0.072634175,0.000048242917,0.0008563231,0.00026133383,0.000017004882,0.0012291743,0.00012447519],"genre_scores_gemma":[0.7757269,0.00003996543,0.22349265,0.000018762687,0.00009236953,0.00017008066,0.0000055836226,0.00006141991,0.00039225077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993169,0.00001780607,0.00014979094,0.00017909105,0.000072256895,0.00026417288],"domain_scores_gemma":[0.99966455,0.00007413155,0.000026059564,0.00018403481,0.000018940309,0.000032318145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014745603,0.0001324101,0.00014972803,0.00011996923,0.00018327012,0.000008475723,0.00009841063,0.0000662545,0.000022684291],"category_scores_gemma":[0.00010095096,0.00014018324,0.000081637256,0.0001840372,0.00002855714,0.000042350082,0.00005498054,0.00024391292,0.0000046960286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023016431,0.000012212833,0.000003391418,0.000017130422,0.000021292564,0.0000033805588,0.00013640868,0.18773405,0.7010341,0.00006522823,0.00007963125,0.11087013],"study_design_scores_gemma":[0.00043490992,0.00008687497,0.0000672682,0.0000020338784,0.000012192715,0.000021152664,0.0006094994,0.2744394,0.6559885,0.0003924635,0.0677359,0.00020980698],"about_ca_topic_score_codex":0.000013954123,"about_ca_topic_score_gemma":0.0000143372845,"teacher_disagreement_score":0.15085848,"about_ca_system_score_codex":0.000103180086,"about_ca_system_score_gemma":0.0000044790618,"threshold_uncertainty_score":0.5716507},"labels":[],"label_agreement":null},{"id":"W4311458445","doi":"10.1109/jsen.2022.3216311","title":"Sensor Fusion of Self-Sensed Measurements for Position Control of a Constant Air-Gap Solenoid","year":2022,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Solenoid; Control theory (sociology); Position sensor; Bandwidth (computing); Inductance; Hall effect sensor; Air gap (plumbing); Acoustics; Computer science; Engineering; Electronic engineering; Physics; Electrical engineering; Materials science; Magnet","score_opus":0.020605753328278006,"score_gpt":0.2350800646274522,"score_spread":0.21447431129917421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311458445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830066,0.0003127944,0.015096773,0.000098779215,0.0006450094,0.00033274078,0.00011564614,0.00016025832,0.00023140831],"genre_scores_gemma":[0.9928001,0.00010245071,0.006959395,0.00002037533,0.000057414996,0.000011894513,0.0000018387657,0.00002924595,0.000017245693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885714,0.000027294913,0.0004362194,0.00010411137,0.00033436005,0.00024087926],"domain_scores_gemma":[0.99933386,0.00007188772,0.00022612713,0.00014025129,0.00017930468,0.000048577105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031560138,0.0001365837,0.00030483582,0.00018446575,0.00016288745,0.0000052120517,0.00010982608,0.000060491893,0.000023891997],"category_scores_gemma":[0.00003653728,0.00013239484,0.00014196528,0.00012260213,0.000041848074,0.00006450105,0.000014026911,0.00027770383,6.532079e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001528989,0.00005749481,0.000033182292,0.00005271759,0.000112606336,0.0000136582685,0.00015078892,0.073676884,0.9243862,0.000035279125,0.0004477889,0.00088049704],"study_design_scores_gemma":[0.0033952324,0.0004839961,0.00009487972,0.00006756967,0.00009929235,0.0004165655,0.0008818724,0.008568779,0.98347235,0.0008432211,0.0014518856,0.00022433525],"about_ca_topic_score_codex":0.0000020789298,"about_ca_topic_score_gemma":0.000001225573,"teacher_disagreement_score":0.065108106,"about_ca_system_score_codex":0.00013464742,"about_ca_system_score_gemma":0.000030264517,"threshold_uncertainty_score":0.53989047},"labels":[],"label_agreement":null},{"id":"W4312155405","doi":"10.1038/s41378-022-00469-w","title":"Switch mode capacitive pressure sensors","year":2022,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Government of Canada; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems; California HIV/AIDS Research Program","keywords":"Capacitive sensing; Pressure sensor; Capacitor; Materials science; Capacitance; Sensitivity (control systems); Surface micromachining; SIGNAL (programming language); Electrical engineering; Pressure measurement; Electronic circuit; Optoelectronics; Electrode; Voltage; Electronic engineering; Fabrication; Engineering; Computer science","score_opus":0.0040907472996728495,"score_gpt":0.18365751140142975,"score_spread":0.1795667641017569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312155405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820234,0.004897615,0.0066488637,0.000027651504,0.0015611466,0.00041531894,0.00020699874,0.0033074436,0.0009115505],"genre_scores_gemma":[0.9974548,0.000065658794,0.0010885176,0.000008501314,0.00009722162,0.0002384595,0.0000135673135,0.00010902537,0.00092420954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986996,0.000008121654,0.00029168715,0.00027608057,0.0002092752,0.0005152217],"domain_scores_gemma":[0.99946594,0.000031917778,0.00003782122,0.00037361105,0.000026209329,0.00006448235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010341006,0.0002853178,0.0003166776,0.00019562631,0.00021171485,0.000031702366,0.00029012834,0.00008763377,0.000040771058],"category_scores_gemma":[0.000013304682,0.00032200632,0.00009072701,0.00036091355,0.000022110293,0.00013748107,0.00013837709,0.00048328118,0.000018065643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022744555,0.000005483867,0.000010247029,0.00009976002,0.000044692453,0.000017655737,0.00027419595,0.43203864,0.56635326,0.00012963908,0.0007445211,0.00027965655],"study_design_scores_gemma":[0.0005269771,0.00006110025,0.0000834274,0.00008144452,0.00003642335,0.0002530478,0.0014671854,0.07585144,0.52434146,0.00007622601,0.39638174,0.0008395364],"about_ca_topic_score_codex":0.000045096596,"about_ca_topic_score_gemma":0.000007397836,"teacher_disagreement_score":0.3956372,"about_ca_system_score_codex":0.00018472357,"about_ca_system_score_gemma":0.0000104925375,"threshold_uncertainty_score":0.9999232},"labels":[],"label_agreement":null},{"id":"W4313854625","doi":"10.23919/iccas55662.2022.10003842","title":"Convex Optimization on Differential Pair of Actuation Voltages for Quasi-Static MEMS Mirrors in Scanning Applications","year":2022,"lang":"en","type":"article","venue":"2022 22nd International Conference on Control, Automation and Systems (ICCAS)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Google (Canada)","funders":"","keywords":"Voltage; Control theory (sociology); Microelectromechanical systems; Robustness (evolution); Regular polygon; Convex optimization; Nonlinear system; Physics; Mathematics; Computer science; Geometry; Optoelectronics; Chemistry","score_opus":0.031013364787705864,"score_gpt":0.27943475530913764,"score_spread":0.24842139052143178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313854625","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2861323,0.00019994815,0.70673466,0.00085217983,0.0012194378,0.0022761128,0.000512183,0.0004945971,0.0015785812],"genre_scores_gemma":[0.99766165,0.0000637759,0.00031815664,0.000040195904,0.000032376814,0.001419312,0.00023172921,0.00002320539,0.000209614],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987031,0.000029163448,0.0005141586,0.00024983223,0.0003459078,0.00015781717],"domain_scores_gemma":[0.9992342,0.00019661312,0.00023324147,0.00015714405,0.00014452655,0.000034264962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576848,0.0001749188,0.0002943711,0.00042020567,0.00012284156,0.000053278556,0.00018912234,0.000072359704,0.00014503025],"category_scores_gemma":[0.000077989534,0.00018156986,0.00005256229,0.00016117292,0.000036902016,0.00017595597,0.00002768846,0.00017802966,0.000002740961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002268703,0.0002577687,0.00040610792,0.00026861313,0.00020536764,0.0000021199373,0.00071610726,0.7307837,0.095121354,0.15543175,0.00042616526,0.016154088],"study_design_scores_gemma":[0.0014402207,0.00022007097,0.00071365305,0.000073015406,0.000016856171,0.0000028158784,0.0011129867,0.99350053,0.00094926986,0.0006332179,0.0011634998,0.0001738516],"about_ca_topic_score_codex":0.000035931447,"about_ca_topic_score_gemma":0.00002123543,"teacher_disagreement_score":0.7115293,"about_ca_system_score_codex":0.00018391023,"about_ca_system_score_gemma":0.000030441945,"threshold_uncertainty_score":0.7404204},"labels":[],"label_agreement":null},{"id":"W4319302241","doi":"10.1088/1361-6439/acb956","title":"Experimental analysis of a low controlling voltage tri-electrode MEMS electrostatic actuator for array applications","year":2023,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; National Research Council Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Microelectromechanical systems; Actuator; Materials science; Voltage; Electrode array; Optoelectronics; Electronic engineering; Electrical engineering; Engineering; Physics","score_opus":0.005822463708774707,"score_gpt":0.2273171421006867,"score_spread":0.221494678391912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319302241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55989975,0.002591615,0.43715236,0.0000109807315,0.00006926676,0.0001624874,0.0000297846,0.00008215953,0.0000016099475],"genre_scores_gemma":[0.98906296,0.0016098439,0.009171328,0.00000695392,0.00004311719,0.000040900013,0.000009647359,0.000040766416,0.000014494681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990673,0.0000015243467,0.00044488246,0.00011453308,0.000084464424,0.00028730347],"domain_scores_gemma":[0.9995025,0.0000948302,0.00014736707,0.000120757475,0.00007631449,0.000058262067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018337488,0.0001622924,0.0004924256,0.0007201582,0.000044009794,0.000020380896,0.0001402138,0.00007320297,0.0000023038538],"category_scores_gemma":[0.000024696585,0.00015708392,0.0002040422,0.0007464075,0.000012648154,0.00009048363,0.000015494568,0.00016309257,3.7677162e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017730956,0.000016920909,7.1899325e-7,0.000094082556,0.0005662287,0.0000019320562,0.000116290226,0.010670111,0.98658466,0.00019812526,0.000043370535,0.0016898286],"study_design_scores_gemma":[0.0005974604,0.00012956059,0.0000065117024,0.000042708074,0.00024173076,0.000015266673,0.00025601362,0.029259842,0.9676181,0.00024035682,0.0014527861,0.00013968415],"about_ca_topic_score_codex":6.43517e-7,"about_ca_topic_score_gemma":0.0000010866097,"teacher_disagreement_score":0.42916322,"about_ca_system_score_codex":0.00006524295,"about_ca_system_score_gemma":0.000014116591,"threshold_uncertainty_score":0.6405696},"labels":[],"label_agreement":null},{"id":"W4319347247","doi":"10.5539/jmr.v15n1p57","title":"Gamma Derivatives of the Extended Sine and Cosine Functions for the Upgraded Mass-Spring Oscillatory System","year":2023,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Trigonometric functions; Mathematics; Sine; Mathematical analysis; Inverse trigonometric functions; Differentiation of trigonometric functions; Trigonometric integral; Gamma function; Geometry; Polynomial","score_opus":0.0877025702476188,"score_gpt":0.3396964075334701,"score_spread":0.2519938372858513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319347247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666605,0.0014985837,0.029958667,0.00083586574,0.00023781917,0.00045863012,0.000009617149,0.00010795416,0.00023238557],"genre_scores_gemma":[0.9931374,0.00055329746,0.005981653,0.0000010742579,0.000060171475,0.000019552797,8.972746e-8,0.00002228347,0.00022445618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907106,0.000014304293,0.0003116364,0.000051365067,0.00036062655,0.00019101879],"domain_scores_gemma":[0.9983372,0.0010782995,0.00010355153,0.00022157875,0.00023134342,0.000028003951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198205,0.00007100963,0.00018227896,0.00019010769,0.00017060556,0.000023850509,0.00025537732,0.000048737787,0.0000017720035],"category_scores_gemma":[0.0006227499,0.000037057373,0.00006841978,0.00043610868,0.00016302244,0.00006495704,0.00008414422,0.00031353044,0.0000013667487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003174137,0.000058498266,0.00014914855,0.0030816817,0.00034790393,0.000009811733,0.0012500382,0.009043472,0.9568131,0.018333621,0.004147033,0.0067339796],"study_design_scores_gemma":[0.0029938107,0.0007301046,0.021046123,0.0048570605,0.00017626464,0.00024709155,0.08706882,0.22722137,0.5778547,0.059902724,0.017357985,0.00054393],"about_ca_topic_score_codex":8.2830206e-7,"about_ca_topic_score_gemma":0.0000021322676,"teacher_disagreement_score":0.37895834,"about_ca_system_score_codex":0.000054403154,"about_ca_system_score_gemma":0.000025179677,"threshold_uncertainty_score":0.15111558},"labels":[],"label_agreement":null},{"id":"W4322731223","doi":"10.1109/mems49605.2023.10052235","title":"Modified Beam Structures for Improved Resonant Sensing","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sensitivity (control systems); Resonator; Beam (structure); Materials science; Electronic engineering; Computer science; Optoelectronics; Engineering; Structural engineering","score_opus":0.019482721514031454,"score_gpt":0.2481275358329829,"score_spread":0.22864481431895142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322731223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8721648,0.00016444227,0.11564193,0.00025078777,0.00060516316,0.0004211659,0.000024615758,0.0085058,0.0022213361],"genre_scores_gemma":[0.95297164,0.00013501402,0.045571893,0.000037978883,0.000083103434,0.000017052344,0.000014933028,0.00004900841,0.0011193859],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995665,3.6059635e-7,0.00008614676,0.00010127848,0.000029770621,0.00021596243],"domain_scores_gemma":[0.99977744,0.000039247214,0.0000077076575,0.00014294109,0.0000138009755,0.000018861801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000030954405,0.00008260206,0.00009330393,0.0000660774,0.000045207016,0.000011408343,0.00005687445,0.00006913451,0.0000018034857],"category_scores_gemma":[0.000037471797,0.00006683711,0.000032246666,0.00012917694,0.000015580032,0.000041490202,0.000022972357,0.000061570456,0.000004643263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104301735,7.8258176e-7,2.6192512e-7,0.00002625644,0.000012126724,0.0000014626207,0.000024946869,0.009171427,0.87744075,0.004392404,0.0031536485,0.10576553],"study_design_scores_gemma":[0.00031635963,0.00005044911,0.00013839788,0.000008549795,0.0000052851556,0.000001947808,0.00019352582,0.19996576,0.7252776,0.04529759,0.028531156,0.00021339158],"about_ca_topic_score_codex":0.0000052564505,"about_ca_topic_score_gemma":0.000012110536,"teacher_disagreement_score":0.19079433,"about_ca_system_score_codex":0.000014972086,"about_ca_system_score_gemma":0.0000029107696,"threshold_uncertainty_score":0.27255383},"labels":[],"label_agreement":null},{"id":"W4323041744","doi":"10.18280/mmep.100119","title":"A Comprehensive Design of Audio-Modulated Dual Resonant Solid State Tesla Coil: Mechanical and Electrical Aspects","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solid-state; Electromagnetic coil; Dual (grammatical number); State (computer science); Materials science; Acoustics; Electrical engineering; Computer science; Engineering; Physics; Engineering physics; Art","score_opus":0.03198283814728597,"score_gpt":0.22544354551979673,"score_spread":0.19346070737251075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323041744","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3420044,0.000581041,0.6561126,0.000019926041,0.000030724685,0.00020278292,0.000003865194,0.0010301651,0.000014486693],"genre_scores_gemma":[0.9388886,0.0016852418,0.059269883,0.0000030204073,0.000013917811,0.000043035074,0.0000026146604,0.00006624595,0.000027405646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881077,0.0000060423877,0.00036196187,0.00023602057,0.00016033137,0.0004248722],"domain_scores_gemma":[0.99936366,0.00030253394,0.000028701335,0.0001663227,0.00003642955,0.00010237211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016424099,0.0002364591,0.0004334846,0.00016820124,0.000044025346,0.00002419239,0.000074223026,0.00014016504,0.0000014312525],"category_scores_gemma":[0.00005396899,0.00020868366,0.000035078716,0.0003357252,0.00005209011,0.00006314093,0.000068565845,0.00028335053,0.0000057780157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060722878,0.000014270398,2.6016167e-7,0.0005030303,0.00004192688,0.000014257507,0.0002144231,0.8658004,0.12932624,0.00289618,0.000021728982,0.001161221],"study_design_scores_gemma":[0.00023786786,0.00010314307,0.000008524215,0.00023972636,0.000016368998,0.0000340366,0.000016883258,0.9328944,0.017136488,0.049012102,0.00007878887,0.00022164267],"about_ca_topic_score_codex":0.0000018440239,"about_ca_topic_score_gemma":8.354549e-8,"teacher_disagreement_score":0.59688425,"about_ca_system_score_codex":0.000019890844,"about_ca_system_score_gemma":0.0000065782583,"threshold_uncertainty_score":0.85098726},"labels":[],"label_agreement":null},{"id":"W4366378767","doi":"10.1109/jmems.2023.3264692","title":"Lamé Resonator Integrated With Chevron-Shaped Thermal Actuators to Improve Motional Resistance and Temperature Stability","year":2023,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Resonator; Transducer; Capacitive sensing; Materials science; Chevron (anatomy); Thermal stability; Voltage; Thermal; Temperature measurement; Electrical engineering; Acoustics; Mechanical engineering; Optoelectronics; Physics; Engineering; Thermodynamics","score_opus":0.005783269329297322,"score_gpt":0.19438787577929045,"score_spread":0.18860460644999313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366378767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599874,0.00072892784,0.0022425414,0.00015823494,0.000270113,0.00029978415,0.000029529338,0.00025620198,0.000015950289],"genre_scores_gemma":[0.99803334,0.00014227105,0.0015052392,0.000015768575,0.00012173552,0.000027735487,0.0000027899302,0.000039717615,0.0001114146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99870044,0.000026192758,0.00043424757,0.00020335866,0.00026940138,0.00036634493],"domain_scores_gemma":[0.9992778,0.00009658254,0.000117589465,0.00018152168,0.0001776942,0.00014886483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045614492,0.00021115775,0.00040955172,0.00016441554,0.000065046566,0.00005504551,0.00021089097,0.00018541089,0.000008306356],"category_scores_gemma":[0.00011557545,0.00014556774,0.00006109375,0.0005717327,0.000033291817,0.00014644946,0.00003717656,0.00061236304,0.0000051923785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013001522,0.000015332145,0.00001121239,0.00007613696,0.000070696704,0.00003149634,0.000049277223,0.00010913059,0.9977734,0.00027652396,0.0005246246,0.0009321526],"study_design_scores_gemma":[0.0020396917,0.0025560344,0.0014360809,0.0007885516,0.00006527341,0.00031530115,0.0016227947,0.0016594662,0.97389203,0.0007762751,0.014032634,0.00081589306],"about_ca_topic_score_codex":0.0000032840744,"about_ca_topic_score_gemma":0.000021466703,"teacher_disagreement_score":0.023881398,"about_ca_system_score_codex":0.00021323665,"about_ca_system_score_gemma":0.000056398043,"threshold_uncertainty_score":0.593608},"labels":[],"label_agreement":null},{"id":"W4376601541","doi":"10.1038/s41378-023-00528-w","title":"Dynamic control of high-voltage actuator arrays by light-pattern projection on photoconductive switches","year":2023,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Israel Science Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Photoconductivity; Actuator; Optoelectronics; Voltage; Materials science; Projection (relational algebra); Electrical engineering; Optics; Computer science; Physics; Engineering","score_opus":0.0046249766984576635,"score_gpt":0.19808797145424858,"score_spread":0.19346299475579093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376601541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93033475,0.00035876536,0.06463776,0.000028714581,0.0009809117,0.00097229984,0.00014797512,0.0024915775,0.00004727586],"genre_scores_gemma":[0.99895686,0.00008396681,0.00018544197,0.000005979966,0.000052691827,0.0004133675,0.000025208232,0.00011694761,0.000159546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985974,0.0000045748134,0.00041659182,0.00032456045,0.00017978813,0.00047710392],"domain_scores_gemma":[0.99938434,0.000059567952,0.00009065425,0.00036740294,0.000043221982,0.000054813714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012673104,0.00035457048,0.0004953288,0.000362872,0.00006173515,0.000027825801,0.00021667236,0.00020797516,0.000005016371],"category_scores_gemma":[0.000030434861,0.0003428264,0.00010128767,0.0005300625,0.00002475478,0.00017850987,0.000030439933,0.00027761725,0.000053143307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009385287,0.000015004439,0.000015469906,0.0003399791,0.00009036284,0.000006283492,0.00018443962,0.012169223,0.9844466,0.000015420108,0.0005384354,0.0021694002],"study_design_scores_gemma":[0.00073972007,0.00010102933,0.00013536471,0.00030186307,0.000017358687,0.000009559174,0.00032266084,0.0138242915,0.9795379,0.000027012296,0.004616306,0.00036695512],"about_ca_topic_score_codex":0.00006140013,"about_ca_topic_score_gemma":0.000018067054,"teacher_disagreement_score":0.06862213,"about_ca_system_score_codex":0.00020528241,"about_ca_system_score_gemma":0.000010852327,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W4377288994","doi":"10.3390/mi14051089","title":"Lateral Extensional Mode Piezoelectric ZnO-on-Nickel RF MEMS Resonators for Back-End-of-Line Integration","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Division of Electrical, Communications and Cyber Systems; King Abdulaziz City for Science and Technology; National Science Foundation","keywords":"Resonator; Materials science; Microelectromechanical systems; Electroplating; Fabrication; Piezoelectricity; Optoelectronics; Joule heating; Q factor; CMOS; Electrical engineering; Composite material; Engineering","score_opus":0.018732434532637246,"score_gpt":0.27755227584409586,"score_spread":0.25881984131145863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377288994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99270034,0.00051367417,0.00504489,0.00018187762,0.00038217098,0.0002130905,0.00009927779,0.0007227125,0.00014194328],"genre_scores_gemma":[0.9933096,0.0003361736,0.0051295003,0.000035523903,0.00009798831,0.000038277263,0.00015474847,0.000055839857,0.0008423571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920696,0.000002480827,0.00023878724,0.0001954163,0.00009939605,0.000256949],"domain_scores_gemma":[0.9995737,0.000116725554,0.000038431943,0.00019535326,0.00004710894,0.00002864832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000742213,0.00018661589,0.00022134103,0.00027757822,0.000054762066,0.0000112247035,0.00014977228,0.00011630294,0.000015679887],"category_scores_gemma":[0.00007227229,0.00015286545,0.00009194833,0.00040780057,0.000041040978,0.00008919866,0.000033087577,0.00015859249,0.00005103137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041168514,0.000021638287,0.000036649715,0.000051925723,0.000025350817,0.0000031165107,0.000061529674,0.007384082,0.93323195,0.0007378923,0.0068208273,0.051583845],"study_design_scores_gemma":[0.00087003084,0.00026854433,0.0010683065,0.0001231525,0.000018788058,0.0000122080855,0.00004443633,0.116685756,0.84903044,0.017961511,0.0134851625,0.00043167803],"about_ca_topic_score_codex":0.000024080156,"about_ca_topic_score_gemma":0.0000478477,"teacher_disagreement_score":0.10930168,"about_ca_system_score_codex":0.000034888977,"about_ca_system_score_gemma":0.000010542206,"threshold_uncertainty_score":0.6233672},"labels":[],"label_agreement":null},{"id":"W4379232754","doi":"10.3390/mi14061188","title":"A Low-Noise Micromachined Accelerometer with Reconfigurable Electrodes for Resonance Suppression","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; CMC Microsystems; University of Michigan","keywords":"Accelerometer; Mechanical resonance; Sensitivity (control systems); Capacitive sensing; Materials science; Proof mass; Acoustics; Noise (video); Resonance (particle physics); Electrode; Acceleration; SIGNAL (programming language); Optoelectronics; Electronic engineering; Electrical engineering; Vibration; Engineering; Physics; Computer science; Microelectromechanical systems","score_opus":0.009221998778186186,"score_gpt":0.228689387940939,"score_spread":0.2194673891627528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379232754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993931,0.0011138517,0.0011215617,0.00016582677,0.00018631584,0.0004102837,0.00007623539,0.0025256309,0.00046928757],"genre_scores_gemma":[0.98428965,0.00073641597,0.011799152,0.000055269047,0.0001031121,0.000355934,0.00011530876,0.0001522249,0.0023929279],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884385,0.000005211512,0.00020680478,0.0003245656,0.00008526921,0.0005342737],"domain_scores_gemma":[0.9994312,0.0001001154,0.000037854945,0.0003443395,0.000037877984,0.000048625832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009063354,0.00028183367,0.00028706243,0.00020792507,0.00015038639,0.000047029996,0.00027337784,0.00011994145,0.000024848316],"category_scores_gemma":[0.00003851972,0.00021318841,0.00007452869,0.00047984847,0.000052088148,0.00019819301,0.00003068378,0.0001842195,0.000038986844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007016929,0.000015491538,0.00013292761,0.0001160347,0.000025340463,0.000007883057,0.00005518286,0.00036677133,0.97119325,0.00002652487,0.010905588,0.01708481],"study_design_scores_gemma":[0.00070605974,0.0001332545,0.0026326913,0.00011508796,0.0000124968765,0.000018151002,0.000024477744,0.0011072548,0.95841473,0.001040687,0.035457592,0.0003374943],"about_ca_topic_score_codex":0.000012810044,"about_ca_topic_score_gemma":0.000049528266,"teacher_disagreement_score":0.024552006,"about_ca_system_score_codex":0.00003517803,"about_ca_system_score_gemma":0.000011043453,"threshold_uncertainty_score":0.8693571},"labels":[],"label_agreement":null},{"id":"W4379933511","doi":"","title":"Semi-analytical Magnetic-Structural coupling with contact analysis for MEMS/NEMS","year":2010,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Nanoelectromechanical systems; Microelectromechanical systems; Inductive coupling; Coupling (piping); Materials science; Physics; Condensed matter physics; Nanotechnology; Composite material; Quantum mechanics","score_opus":0.007803898971968628,"score_gpt":0.2170217909967452,"score_spread":0.20921789202477659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379933511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81974596,0.00021895672,0.17318146,0.00073857454,0.00008659076,0.00022047007,0.000026284979,0.00056424574,0.0052174395],"genre_scores_gemma":[0.95173025,0.000059126407,0.04698722,0.000013048042,0.000013427903,0.000040111776,0.000065904525,0.00003131431,0.0010596011],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895316,0.00003151549,0.00024386031,0.0002996824,0.00016694465,0.00030481294],"domain_scores_gemma":[0.99782705,0.0006192913,0.0000731213,0.00085350557,0.00052560575,0.000101420395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007203307,0.00018865554,0.00027656776,0.00016721763,0.00018269868,0.0001143136,0.00041461666,0.000135696,0.00010026387],"category_scores_gemma":[0.00039038146,0.00016533167,0.00013055874,0.00054951786,0.00013903405,0.00012743869,0.000073700074,0.0003290032,0.0000057153698],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052049505,0.00016824731,0.015462894,0.0001645853,0.0010736533,0.000010804107,0.0019581807,0.011419322,0.71039146,0.20005986,0.0006163033,0.05862262],"study_design_scores_gemma":[0.00095160847,0.0000022662825,0.014476983,0.00011254644,0.00039083383,0.000014122547,0.00019372432,0.5831014,0.38116407,0.0017755161,0.017212154,0.0006047734],"about_ca_topic_score_codex":0.00010146014,"about_ca_topic_score_gemma":0.0023179,"teacher_disagreement_score":0.5716821,"about_ca_system_score_codex":0.00003127284,"about_ca_system_score_gemma":0.000029197281,"threshold_uncertainty_score":0.674203},"labels":[],"label_agreement":null},{"id":"W4382362006","doi":"10.1088/2631-8695/ace2ab","title":"Analytical modeling of an inclined folded-beam spring used in micromechanical resonator devices","year":2023,"lang":"en","type":"article","venue":"Engineering Research Express","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Stiffness; Spring (device); Beam (structure); Inclination angle; Spring system; Materials science; Geometry; Mechanics; Structural engineering; Physics; Optics; Mathematics; Engineering","score_opus":0.06795997900881141,"score_gpt":0.34809776441105234,"score_spread":0.28013778540224094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382362006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938448,0.00025699966,0.004421777,0.00002549445,0.000099408,0.00019812604,0.000007487583,0.0011118364,0.000034069297],"genre_scores_gemma":[0.99391365,0.00013467956,0.005724533,0.000001047147,0.000060793864,0.000068895584,0.0000054576994,0.00007443591,0.000016503986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804413,0.000015500238,0.000389206,0.00032075823,0.0004702757,0.00076012645],"domain_scores_gemma":[0.9989897,0.00031553843,0.00001418068,0.00047570077,0.000069239846,0.00013562343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095563504,0.00018449801,0.00032798902,0.0009961381,0.000042923446,0.000032271455,0.0005175072,0.00020199196,0.0000065570875],"category_scores_gemma":[0.0004194439,0.00019524827,0.000056916866,0.0013451868,0.000040567764,0.00030249875,0.00028698522,0.0007675108,0.000012803229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079583515,0.00001992044,0.000085157066,0.00014679262,0.000012681518,0.000039682975,0.00009655759,0.54423,0.4543807,0.00047327086,0.000014207031,0.0004930888],"study_design_scores_gemma":[0.0002787994,0.00004288798,0.00034132632,0.00018387636,0.000002000984,0.0000011328412,0.0002141053,0.8384101,0.1597293,0.0002768862,0.0003450048,0.0001746015],"about_ca_topic_score_codex":0.000066992216,"about_ca_topic_score_gemma":0.000034692483,"teacher_disagreement_score":0.2946514,"about_ca_system_score_codex":0.000107594606,"about_ca_system_score_gemma":0.000020498264,"threshold_uncertainty_score":0.7961993},"labels":[],"label_agreement":null},{"id":"W4383215532","doi":"10.1088/1361-6439/ace453","title":"Crosstalk-free large aperture electromagnetic 2D micromirror for LiDAR application","year":2023,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Digital micromirror device; Optics; Crosstalk; Materials science; Physics","score_opus":0.004324356302885233,"score_gpt":0.20523252641524878,"score_spread":0.20090817011236353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383215532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9095262,0.005021683,0.0841819,0.00019930642,0.00034422663,0.00025860488,0.00008252291,0.00037572338,0.000009824659],"genre_scores_gemma":[0.9140196,0.010633118,0.07442049,0.00009796612,0.00027606345,0.00006585962,0.00003135445,0.0002229228,0.00023263728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900156,0.0000017340718,0.00035217893,0.00014309162,0.00008031183,0.00042109904],"domain_scores_gemma":[0.9994778,0.000069799535,0.00008818104,0.00021162283,0.000079100435,0.00007348649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020456412,0.00020369394,0.00029422922,0.00028921512,0.00008276488,0.00004364352,0.00026842998,0.000145401,0.0000025038453],"category_scores_gemma":[0.00006862734,0.00019659435,0.00011121484,0.0002886817,0.000013085317,0.00012543862,0.000074122356,0.00026896904,0.0000039568063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000113097185,0.000010436298,8.136879e-7,0.0001595935,0.000041092357,0.000008732362,0.00007353351,0.00016360608,0.9940636,0.00036195558,0.001730039,0.0033752837],"study_design_scores_gemma":[0.001898295,0.00034414214,0.00009376284,0.00014585575,0.00005776849,0.0003819323,0.00024244268,0.013373032,0.77288383,0.0037398974,0.2063973,0.00044174344],"about_ca_topic_score_codex":5.1666245e-7,"about_ca_topic_score_gemma":0.0000027924525,"teacher_disagreement_score":0.22117977,"about_ca_system_score_codex":0.000055804554,"about_ca_system_score_gemma":0.000012492695,"threshold_uncertainty_score":0.80168855},"labels":[],"label_agreement":null},{"id":"W4385060052","doi":"10.23977/jeeem.2023.060401","title":"Finite Element Analysis of Square Spiral Inductors Based on MEMS Technology","year":2023,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inductor; Inductance; Finite element method; Microelectromechanical systems; Electronic engineering; Square (algebra); Spiral (railway); Bandwidth (computing); Engineering; Electrical engineering; Materials science; Mechanical engineering; Voltage; Optoelectronics; Telecommunications; Mathematics; Structural engineering","score_opus":0.006078627365525526,"score_gpt":0.21392253164484124,"score_spread":0.2078439042793157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385060052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87499535,0.0015459195,0.11974811,0.0010167963,0.00024460498,0.00038764544,0.000005751402,0.0018916958,0.00016410141],"genre_scores_gemma":[0.9942966,0.0023447233,0.0032379793,0.000020950678,0.000017361015,0.000030588017,0.0000027908557,0.00003251703,0.000016478969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99852026,0.000004339239,0.0005331457,0.00019557601,0.00024430332,0.00050238584],"domain_scores_gemma":[0.99936974,0.00009055966,0.00014215693,0.00028643923,0.000058427904,0.00005270388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023455775,0.0002409197,0.00058089464,0.006206199,0.000037072725,0.000008718834,0.00031046194,0.00025615635,0.000004740624],"category_scores_gemma":[0.00012221372,0.00021807486,0.00015595919,0.0060158614,0.000057428413,0.000051634055,0.000060313814,0.00068418693,0.0000017642417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003249085,0.00006223567,0.00012523946,0.00011340444,0.0017928,0.00012131488,0.000008768168,0.899682,0.05091197,0.0074960357,0.0002682147,0.03938557],"study_design_scores_gemma":[0.0012498556,0.0024475267,0.0015162384,0.00014142529,0.0009954339,0.000022235958,0.000081728205,0.7891435,0.19129999,0.0018849658,0.010682153,0.00053492124],"about_ca_topic_score_codex":7.9538154e-7,"about_ca_topic_score_gemma":9.2714697e-7,"teacher_disagreement_score":0.14038801,"about_ca_system_score_codex":0.000119322984,"about_ca_system_score_gemma":0.000010220662,"threshold_uncertainty_score":0.8892834},"labels":[],"label_agreement":null},{"id":"W4385337663","doi":"10.1109/ims37964.2023.10188144","title":"Robust Fulcrum-Type Wafer-Level Packaged MEMS Switches Utilizing Al-Ru/AlCu Contacts Fabricated in a Commercial MEMS Foundry","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Wafer; Materials science; Insertion loss; Wafer-level packaging; Optoelectronics; Stiction; Return loss; Electrical engineering; Engineering","score_opus":0.11107028579016102,"score_gpt":0.27820422087010654,"score_spread":0.1671339350799455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385337663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984138,0.0002926557,0.0034965414,0.0006753357,0.000807801,0.0004055376,0.000011950685,0.0047286805,0.005443477],"genre_scores_gemma":[0.9969871,0.00064598524,0.0012779912,0.0001734344,0.00005749302,0.000054565244,0.000042849006,0.00009360828,0.0006669397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981257,0.00000730269,0.00045085204,0.00039232973,0.00023368625,0.0007901765],"domain_scores_gemma":[0.9991255,0.00019207412,0.000051045914,0.00047204137,0.000058133694,0.00010124807],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025975268,0.00036406447,0.00048604087,0.00041952424,0.00012055152,0.000056289606,0.00036135098,0.00028111655,0.00006831564],"category_scores_gemma":[0.0002237236,0.00034456412,0.00008559578,0.001494973,0.00007448224,0.00030897898,0.00017463237,0.0005671045,0.00025180395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058374608,0.00006634221,0.001612003,0.00009576082,0.00010989971,0.00012561149,0.00053554523,0.005959691,0.9350905,0.0008103918,0.016015777,0.039520103],"study_design_scores_gemma":[0.0040707756,0.00028835988,0.102018006,0.00037946439,0.00006048227,0.000034160093,0.008493996,0.016370993,0.8107266,0.0043339995,0.050760165,0.002463016],"about_ca_topic_score_codex":0.0003019771,"about_ca_topic_score_gemma":0.0016567067,"teacher_disagreement_score":0.124363914,"about_ca_system_score_codex":0.0001736763,"about_ca_system_score_gemma":0.00003061784,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W4385479009","doi":"10.1088/1402-4896/acecbf","title":"Modelling and dynamic analysis of a MEMS ring resonator supported by circular curved shaped inner beams","year":2023,"lang":"en","type":"article","venue":"Physica Scripta","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Beam (structure); Finite element method; Resonator; Stiffness; Bending stiffness; Physics; Ring (chemistry); Displacement (psychology); Bending; Structural engineering; Materials science; Optics; Mechanics; Engineering","score_opus":0.01660576972897521,"score_gpt":0.23606887252526032,"score_spread":0.21946310279628511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385479009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97934693,0.00068683183,0.018826943,0.000039041042,0.00008331202,0.0000948038,0.00006065983,0.0007898986,0.000071566144],"genre_scores_gemma":[0.99865705,0.00047738187,0.00058929884,0.00000665869,0.000008902602,0.000023192162,0.00007975454,0.000037197246,0.00012056277],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911827,0.0000037736286,0.00021239894,0.00024557713,0.00015017494,0.00026983046],"domain_scores_gemma":[0.99955595,0.0000203453,0.000044886856,0.00030338007,0.000030571333,0.000044853343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007551046,0.00015890645,0.00036345795,0.00029755238,0.00004628198,0.000015267316,0.00014687082,0.00006929147,0.0000059715053],"category_scores_gemma":[0.000014766136,0.00016166852,0.00009993278,0.0014282607,0.00005742964,0.00014629672,0.00006817113,0.00014527209,0.0000045448014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028961865,0.0000162555,0.00006765725,0.000054182725,0.0004986581,0.000003703351,0.00018369677,0.083063275,0.91441494,0.000095893636,0.00037204675,0.00122678],"study_design_scores_gemma":[0.00015873593,0.000011462442,0.00043379195,0.000018315439,0.00019863788,2.1834497e-7,0.00016352229,0.96198565,0.03459533,0.00087027234,0.0013809572,0.00018311656],"about_ca_topic_score_codex":0.000056217723,"about_ca_topic_score_gemma":0.0000061320143,"teacher_disagreement_score":0.87981963,"about_ca_system_score_codex":0.000028608934,"about_ca_system_score_gemma":0.0000044623794,"threshold_uncertainty_score":0.6592651},"labels":[],"label_agreement":null},{"id":"W4385624843","doi":"10.1109/newcas57931.2023.10198138","title":"Toward 2.5D Structures for Multi-Channel MEMS Acoustic-Based Digital Isolators using Through Silicon Openings","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Isolator; Microelectromechanical systems; Acoustics; Transmitter; Stack (abstract data type); Stacking; Conical surface; Channel (broadcasting); Materials science; Process (computing); Silicon; Transmission (telecommunications); Electronic engineering; Electrical engineering; Computer science; Optoelectronics; Engineering; Physics","score_opus":0.0860287286425897,"score_gpt":0.30013078199261206,"score_spread":0.21410205335002236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385624843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49131194,0.00007167595,0.50501037,0.000034043285,0.00038137336,0.000317691,0.0000554911,0.0026909264,0.00012650588],"genre_scores_gemma":[0.9726332,0.000020233254,0.02695867,0.000040283372,0.000056342185,0.00004049185,0.000022304663,0.00007432934,0.00015414154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904287,7.885526e-7,0.00019899693,0.00024527826,0.00009828633,0.0004137619],"domain_scores_gemma":[0.99960756,0.00007515366,0.000030070334,0.00020914468,0.00003557605,0.000042483065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034394197,0.00022675382,0.00022890355,0.00010443259,0.00009294544,0.000081828075,0.00019218883,0.00015893538,0.000012720938],"category_scores_gemma":[0.00010927145,0.00019790647,0.00009038693,0.0002695115,0.00005437358,0.00040411795,0.00006898267,0.00012884951,0.000010539763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018019615,0.000009716777,0.000022644459,0.00016668373,0.000055526296,0.000010296287,0.00031304188,0.64395165,0.35096234,0.00028586577,0.0014621163,0.0027421182],"study_design_scores_gemma":[0.0007566089,0.000055340384,0.00006133802,0.00003025546,0.000016780417,0.0000034554073,0.0011674572,0.57866865,0.41359848,0.0033441042,0.0019060859,0.0003914421],"about_ca_topic_score_codex":0.000021452104,"about_ca_topic_score_gemma":0.000009836844,"teacher_disagreement_score":0.48132128,"about_ca_system_score_codex":0.000053524793,"about_ca_system_score_gemma":0.00001419564,"threshold_uncertainty_score":0.8070392},"labels":[],"label_agreement":null},{"id":"W4386147948","doi":"10.1109/pn58661.2023.10221941","title":"Design and Study of Comb Actuated Open-Coupled Waveguide System","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Actuator; Microelectromechanical systems; Comb drive; Waveguide; Deflection (physics); Materials science; Silicon; Beam steering; Electronic circuit; Optoelectronics; Optics; Photonics; Beam (structure); Engineering; Electrical engineering; Physics; Fabrication","score_opus":0.03867688682320587,"score_gpt":0.2667137931040624,"score_spread":0.22803690628085654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386147948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98415107,0.000035606634,0.012530744,0.000009183069,0.000061748,0.0005605839,5.940063e-7,0.001700392,0.00095007214],"genre_scores_gemma":[0.99612224,0.00004701292,0.0035373382,0.0000017873457,0.0000026892685,0.000040010356,8.097422e-7,0.000016819598,0.00023126777],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995758,0.0000037536888,0.00014744817,0.000098095064,0.000057211448,0.000117714335],"domain_scores_gemma":[0.99970365,0.000063492924,0.000016202483,0.00018063515,0.000017368411,0.000018670562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121951736,0.00007913098,0.00017609204,0.00007565453,0.000027934484,0.000014440463,0.00015158916,0.000039569863,0.000004182192],"category_scores_gemma":[0.000015546675,0.000063365405,0.0000066913785,0.00025269078,0.000013284563,0.0000562911,0.00012358291,0.000049314356,0.000009305795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000426951,0.00012568593,0.00015293981,0.00031425193,0.00024865815,0.00008417565,0.0011885165,0.075586095,0.9009301,0.0019918454,0.0018148614,0.017520178],"study_design_scores_gemma":[0.0035305447,0.0007765302,0.0035268972,0.00013580841,0.000047639936,0.000012519673,0.023055661,0.60246885,0.36496753,0.00050345284,0.00046723074,0.00050737534],"about_ca_topic_score_codex":0.000051194103,"about_ca_topic_score_gemma":0.00001942041,"teacher_disagreement_score":0.5359626,"about_ca_system_score_codex":0.000014457873,"about_ca_system_score_gemma":0.0000029205,"threshold_uncertainty_score":0.25839663},"labels":[],"label_agreement":null},{"id":"W4386823426","doi":"10.31438/trf.hh2022.68","title":"DESIGN AND EXPERIMENTAL VALIDATION OF A PIEZOELECTRIC RESONANT MEMS PHASE COMPARATOR","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"CMC Microsystems","keywords":"Comparator; Microelectromechanical systems; Robustness (evolution); Electronic engineering; Sensitivity (control systems); Electronic circuit; Comparator applications; Power consumption; Materials science; Power (physics); Electrical engineering; Engineering; Voltage; Optoelectronics; Physics","score_opus":0.024658178002779016,"score_gpt":0.27279815303514443,"score_spread":0.2481399750323654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386823426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92240584,0.0013803665,0.07566556,0.0000070775336,0.00003899067,0.0001271319,0.0000018981567,0.00022585338,0.00014726317],"genre_scores_gemma":[0.9912003,0.000033104574,0.008659688,0.000004518129,0.0000036127142,0.00005355287,0.000002042681,0.000008057088,0.00003507005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969405,0.0000036890165,0.000088266584,0.00006743235,0.00006664039,0.00007994257],"domain_scores_gemma":[0.99987644,0.000020693415,0.000014251629,0.00007062281,0.0000046708637,0.000013332392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048884285,0.00005242111,0.0000819676,0.00006369908,0.000044314616,0.0000033485526,0.000046735928,0.000012983484,0.00006489943],"category_scores_gemma":[0.0000028822394,0.000049517406,0.000009517864,0.00013397951,0.000014930452,0.000044895023,0.000029966053,0.000056509274,6.5067854e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001880464,0.000046503334,0.0000032444118,0.0000040406403,0.000006543608,0.000001596127,0.00010364584,0.0073576756,0.98493487,0.00022586435,0.000695445,0.0066017453],"study_design_scores_gemma":[0.00045689338,0.0002379559,0.0000028913419,0.0000010977831,0.0000022493368,0.0000069952125,0.00036066404,0.021689072,0.9756059,0.00014162286,0.0014326168,0.00006203663],"about_ca_topic_score_codex":0.0000025439222,"about_ca_topic_score_gemma":7.331214e-8,"teacher_disagreement_score":0.0687945,"about_ca_system_score_codex":0.000030154499,"about_ca_system_score_gemma":0.00000396313,"threshold_uncertainty_score":0.20192613},"labels":[],"label_agreement":null},{"id":"W4386919791","doi":"10.23919/aces-china60289.2023.10250103","title":"High Isolation RF MEMS Capacitive Shunt Switch for 5G Communication","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Capacitive sensing; Microelectromechanical systems; Radio frequency; Optoelectronics; Isolation (microbiology); Shunt (medical); Materials science; Electrical engineering; RF switch; Electronic engineering; Engineering; Medicine","score_opus":0.019245410138647147,"score_gpt":0.24849308741579798,"score_spread":0.22924767727715084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386919791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8772258,0.00017332323,0.10705272,0.00091183645,0.00032318267,0.0005293598,0.000021071843,0.0057006422,0.00806206],"genre_scores_gemma":[0.9863079,0.00037906616,0.012384482,0.000017929096,0.000018625626,0.00013388369,0.00005140321,0.000020671872,0.00068602856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996395,8.021196e-7,0.00010285431,0.00007746724,0.0000436736,0.00013568236],"domain_scores_gemma":[0.99963427,0.00008704533,0.0000149196785,0.00021870797,0.00003153019,0.00001353933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006208321,0.00007053873,0.000081127815,0.0000701589,0.00006460541,0.00001072112,0.00009689633,0.00007197402,0.000013361754],"category_scores_gemma":[0.00003657509,0.00006556539,0.000024483761,0.00017843882,0.000019970632,0.00012460766,0.0000145774075,0.000073920084,0.00004367062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010658539,0.000013238804,0.000036555906,0.00007355818,0.00004997675,6.6053457e-7,0.00054757553,0.04288151,0.85736704,0.038375203,0.0153881945,0.045255817],"study_design_scores_gemma":[0.0004911153,0.00006135868,0.0019562822,0.00003711167,0.000010745176,0.0000010680843,0.0012592454,0.040351283,0.8677196,0.064220965,0.023585783,0.00030542508],"about_ca_topic_score_codex":0.000040678933,"about_ca_topic_score_gemma":0.0000829688,"teacher_disagreement_score":0.10908211,"about_ca_system_score_codex":0.00003932733,"about_ca_system_score_gemma":0.0000024798671,"threshold_uncertainty_score":0.26736793},"labels":[],"label_agreement":null},{"id":"W4387164086","doi":"10.1016/j.ymssp.2023.110808","title":"Tracking of bifurcations and hysteresis in electrostatically actuated resonators by motion-induced current","year":2023,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Harmonics; Control theory (sociology); Hysteresis; Capacitance; Acoustics; Bifurcation; Bandwidth (computing); Vibration; Nonlinear system; Materials science; Voltage; Physics; Engineering; Computer science; Optoelectronics; Electrode; Electrical engineering","score_opus":0.02213636560129695,"score_gpt":0.2621580903399287,"score_spread":0.24002172473863176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387164086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97808385,0.0025337206,0.018861337,0.00003855907,0.00004190449,0.00015909162,0.000007137544,0.00026126046,0.0000131424],"genre_scores_gemma":[0.9995955,0.00019977102,0.00013616926,0.0000018739992,0.0000107764845,0.00002809735,0.0000049745304,0.000017547063,0.0000052912183],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917704,0.000011399901,0.00030930215,0.00017172426,0.000118924276,0.0002116229],"domain_scores_gemma":[0.9997386,0.00007327976,0.00004673927,0.00006018245,0.000033908527,0.000047314665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018878852,0.00011276218,0.00022093885,0.00013406205,0.000061310835,0.0000412344,0.000056498575,0.00009012631,0.0000011007215],"category_scores_gemma":[0.000045337332,0.00009966756,0.000014691981,0.00042121694,0.000021062362,0.00013413522,0.00002433776,0.00016786848,6.8713234e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053474073,0.000017045928,0.00007961227,0.00052936765,0.0000075800544,0.0000020410985,0.00014087379,0.00022446168,0.79830056,0.0007517449,0.00002520503,0.19991617],"study_design_scores_gemma":[0.0016645417,0.00033443316,0.0035047478,0.0030788188,0.000054993612,0.000023784183,0.0020057922,0.5255853,0.44667068,0.014986941,0.0010841296,0.001005823],"about_ca_topic_score_codex":0.00001587419,"about_ca_topic_score_gemma":0.00000776513,"teacher_disagreement_score":0.5253609,"about_ca_system_score_codex":0.00002662776,"about_ca_system_score_gemma":0.000010061675,"threshold_uncertainty_score":0.4064325},"labels":[],"label_agreement":null},{"id":"W4387380880","doi":"10.1016/j.sna.2023.114728","title":"Process-agnostic design approaches to increase the performance of resonant sensors","year":2023,"lang":"en","type":"article","venue":"Sensors and Actuators A Physical","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Sensitivity (control systems); Microfabrication; Beam (structure); Fabrication; Stiffness; Process (computing); Materials science; Resonance (particle physics); Microsystem; Electronic engineering; Computer science; Acoustics; Engineering; Nanotechnology; Physics; Optics","score_opus":0.041211353972495486,"score_gpt":0.23211819331467737,"score_spread":0.1909068393421819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387380880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99893665,0.00003276016,0.00016694357,0.00015908663,0.000031446256,0.00023377119,0.000007817498,0.00035903358,0.00007247368],"genre_scores_gemma":[0.9992481,0.00012341511,0.0004438682,0.000010532998,0.00006234362,0.000036557965,0.0000016635505,0.000027810847,0.00004571677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928606,0.000008915761,0.0001258579,0.0001725253,0.00014340474,0.0002632505],"domain_scores_gemma":[0.9994614,0.00023392803,0.000023726254,0.00019991575,0.000015061275,0.00006597292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009319699,0.00015929574,0.00020694424,0.0000775811,0.00008389236,0.000010987448,0.00011948,0.000048316815,0.0000011404815],"category_scores_gemma":[0.00009929172,0.000102059574,0.000037331905,0.00044256877,0.0001162569,0.00007042294,0.000050971754,0.00015623463,0.000019048248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029371455,0.00027029088,0.00072693557,0.0010382064,0.00021533384,0.00006346232,0.013596198,0.48978865,0.20966713,0.0036436531,0.0036157,0.2770807],"study_design_scores_gemma":[0.00041893194,0.0004438399,0.006357423,0.00017693751,0.000058248515,0.00001627238,0.002443175,0.53292304,0.45181918,0.0031740842,0.0015454165,0.0006234309],"about_ca_topic_score_codex":0.000004752526,"about_ca_topic_score_gemma":6.205354e-7,"teacher_disagreement_score":0.27645728,"about_ca_system_score_codex":0.000010450723,"about_ca_system_score_gemma":0.000009040812,"threshold_uncertainty_score":0.41618687},"labels":[],"label_agreement":null},{"id":"W4387775672","doi":"10.3390/mi14101954","title":"Cascaded 2D Micromirror with Application to LiDAR","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Optics; Torsion (gastropod); Materials science; Numerical aperture; Robustness (evolution); Engineering; Physics; Wavelength","score_opus":0.005779638673388152,"score_gpt":0.22743330840596648,"score_spread":0.22165366973257833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387775672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929469,0.00012163331,0.0033491678,0.00030469525,0.00007118641,0.00021504812,0.000015372525,0.0026154905,0.0003604759],"genre_scores_gemma":[0.98681754,0.00005347846,0.012326025,0.000061746345,0.000045824265,0.00012382623,0.0000229285,0.00005444114,0.00049421226],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946785,0.0000013740809,0.00009690349,0.00016504155,0.000053770353,0.00021507141],"domain_scores_gemma":[0.9996847,0.000015716714,0.0000120444765,0.00023318373,0.000014854361,0.000039501974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003225937,0.00013210892,0.00012154152,0.0001346561,0.000053397034,0.000015253854,0.00014703633,0.000058190868,0.000004877368],"category_scores_gemma":[0.000007997873,0.00010634342,0.000021410797,0.000491292,0.000020815243,0.000054053125,0.000040679715,0.000093907016,0.00036987624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052996634,0.0000041336984,0.00010431913,0.000017488279,0.000010732919,0.0000063497396,0.000102912316,0.000501657,0.9827613,0.000033799908,0.0020574704,0.014394523],"study_design_scores_gemma":[0.0002162308,0.00004298172,0.008183425,0.000023020662,0.000007591216,0.000020108775,0.00009079699,0.00036957057,0.9111603,0.0003160165,0.07930808,0.00026186986],"about_ca_topic_score_codex":0.000031228832,"about_ca_topic_score_gemma":0.00010110098,"teacher_disagreement_score":0.07725061,"about_ca_system_score_codex":0.000023786914,"about_ca_system_score_gemma":0.0000035543255,"threshold_uncertainty_score":0.4754134},"labels":[],"label_agreement":null},{"id":"W4388070522","doi":"10.3390/mi14112036","title":"Anchor Loss Reduction in Micro-Electro Mechanical Systems Flexural Beam Resonators Using Trench Hole Array Reflectors","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Resonator; Microelectromechanical systems; Cantilever; Materials science; Flexural strength; Optics; Acoustics; Beam (structure); Trench; Conformal map; Structural engineering; Engineering; Optoelectronics; Physics; Geometry; Composite material","score_opus":0.017868147447764843,"score_gpt":0.2700294601079902,"score_spread":0.2521613126602254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388070522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945631,0.0019933973,0.00040695534,0.000051683513,0.0011015354,0.00020985206,0.000016652892,0.0015983165,0.000058477268],"genre_scores_gemma":[0.99739295,0.00025018989,0.0018399789,0.0000044299454,0.00020059563,0.000035019617,0.000029078474,0.00007072853,0.00017703105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864966,0.000015412512,0.00034313032,0.00033490855,0.00012429574,0.00053257303],"domain_scores_gemma":[0.9995692,0.000029277879,0.000047450816,0.00028064588,0.000023146958,0.000050286206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001615948,0.00026717308,0.00032554744,0.0004418436,0.00009817479,0.00004186154,0.00020609799,0.00021418394,0.000004395233],"category_scores_gemma":[0.000036137666,0.00025418217,0.00007296088,0.001095226,0.000052194857,0.0001805081,0.000043511234,0.0003802706,0.000022066592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011716466,0.000013617253,0.00015041485,0.000052581665,0.000020361595,0.000021760343,0.0000896076,0.0081945155,0.98952645,0.000045918583,0.0006282736,0.0012447552],"study_design_scores_gemma":[0.00034497856,0.000051070587,0.00069910416,0.00010794146,0.000013500412,0.00008704223,0.00019867087,0.0027075685,0.9902925,0.00072041625,0.004399382,0.00037785713],"about_ca_topic_score_codex":0.0001808823,"about_ca_topic_score_gemma":0.000044942488,"teacher_disagreement_score":0.0054869466,"about_ca_system_score_codex":0.00022896971,"about_ca_system_score_gemma":0.000015640384,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W4388197439","doi":"10.3390/micro3040057","title":"Enhancing Linearity in Parallel-Plate MEMS Varactors through Repulsive Actuation","year":2023,"lang":"en","type":"article","venue":"Micro","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; McGill University","funders":"École de technologie supérieure; CMC Microsystems","keywords":"Varicap; Capacitance; Microelectromechanical systems; Variable capacitor; Linearity; Materials science; Voltage; Capacitor; Electrode; Optoelectronics; Electrical engineering; Electronic engineering; Engineering; Physics","score_opus":0.017960188015447416,"score_gpt":0.260121002164607,"score_spread":0.24216081414915958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388197439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366206,0.00015799924,0.0041962746,0.000082949286,0.000305719,0.000112864276,0.0000045101765,0.0010595942,0.00041801095],"genre_scores_gemma":[0.9914526,0.0008040721,0.0072951433,0.000027746335,0.000052873416,0.00002725755,0.000026836766,0.000029702425,0.00028379884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938875,0.0000020471807,0.00016901577,0.00014645561,0.000057586163,0.00023612891],"domain_scores_gemma":[0.99972534,0.0000534288,0.000023527418,0.00017061198,0.000013073926,0.000014028859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007869554,0.000105271254,0.00013159469,0.000088164314,0.000033525102,0.000015805217,0.00008769206,0.00011415245,0.000015905433],"category_scores_gemma":[0.000075143485,0.00010498521,0.000028487395,0.00035881568,0.000018142056,0.00018930604,0.000038208007,0.00020782946,0.00012045155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035989258,0.0000055062947,0.000080717546,0.000023312305,0.0000080176,0.000020640464,0.0005786245,0.005947882,0.98936015,0.00004350134,0.00044179722,0.0034862596],"study_design_scores_gemma":[0.0002530966,0.000014348676,0.0034683195,0.000046049616,0.0000033154063,0.0000028184145,0.00031287957,0.00067217887,0.97514105,0.0038118712,0.01608574,0.00018835721],"about_ca_topic_score_codex":0.000052081643,"about_ca_topic_score_gemma":0.00015542598,"teacher_disagreement_score":0.015643943,"about_ca_system_score_codex":0.00006651141,"about_ca_system_score_gemma":0.0000060129437,"threshold_uncertainty_score":0.42811728},"labels":[],"label_agreement":null},{"id":"W4388447592","doi":"10.1109/ius51837.2023.10307089","title":"Sensitivity Analysis of Novel PolyMUMPs-Based Ultrasonic MEMS Microphones","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microphone; Sensitivity (control systems); Acoustics; Microelectromechanical systems; Ultrasonic sensor; Capacitive sensing; Frequency response; Finite element method; Materials science; Computer science; Electronic engineering; Engineering; Electrical engineering; Physics; Sound pressure; Optoelectronics; Structural engineering","score_opus":0.014728844385758227,"score_gpt":0.23999876495622338,"score_spread":0.22526992057046516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388447592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613442,0.000068861336,0.036333557,0.000051549392,0.000086390726,0.000045391585,0.00003873827,0.0016940754,0.00033726703],"genre_scores_gemma":[0.9951704,0.0000993926,0.004519842,0.0000129148175,0.000007787056,0.000004500061,0.00001613884,0.000015606543,0.00015341946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946797,0.0000014108161,0.0001360466,0.00012372219,0.00008254997,0.000188315],"domain_scores_gemma":[0.9995648,0.00012594587,0.000020672882,0.0002446551,0.000021564423,0.000022355734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007898374,0.000101615246,0.00023961405,0.00041904574,0.000020926365,0.000004802118,0.00006146912,0.00007238448,0.000027118784],"category_scores_gemma":[0.00003289282,0.000090975904,0.00011941376,0.0018949165,0.000044687727,0.000038357142,0.000017209697,0.00006935966,0.000014464211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016454047,0.000012417648,0.00020875808,0.000015528847,0.00017800891,0.0000032717203,0.000012429591,0.12300458,0.87438184,0.00004766818,0.00010326212,0.002030586],"study_design_scores_gemma":[0.00014825427,0.0000090610865,0.01111652,0.0000062686418,0.00010231309,5.4955547e-7,0.00009338634,0.10535836,0.88281715,0.000016438427,0.00021243797,0.000119283206],"about_ca_topic_score_codex":0.00009847256,"about_ca_topic_score_gemma":0.00028296703,"teacher_disagreement_score":0.033826232,"about_ca_system_score_codex":0.000019025054,"about_ca_system_score_gemma":0.000006514422,"threshold_uncertainty_score":0.37098897},"labels":[],"label_agreement":null},{"id":"W4388573512","doi":"10.18280/i2m.220504","title":"Design and Evaluation of a Spider Web-Like Single-Axis Micro-Electro-Mechanical Systems Accelerometer with High Sensitivity and Fast Response","year":2023,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Sensitivity (control systems); Spider; Computer science; Materials science; Physics; Engineering; Electronic engineering; Operating system","score_opus":0.04422795757642145,"score_gpt":0.2751830776944745,"score_spread":0.23095512011805303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388573512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884937,0.00015400753,0.010005047,0.00016503678,0.00013971899,0.0005329938,0.000013641906,0.0004897391,0.0000061335604],"genre_scores_gemma":[0.9896668,0.00014370555,0.010036774,0.000015542966,0.000011884225,0.000080493264,0.000011828599,0.000024821093,0.000008131379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987896,0.00019798166,0.00023737995,0.00025762766,0.00027080887,0.00024658258],"domain_scores_gemma":[0.99923164,0.00037625365,0.0000815719,0.00017283364,0.000101130885,0.00003660059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014543746,0.00017738358,0.00025241537,0.000227859,0.000057434157,0.000036215024,0.00004985289,0.00014859052,0.0000033178655],"category_scores_gemma":[0.00012403571,0.0001512329,0.000018134875,0.00033541652,0.000095462114,0.00021042742,0.000039923172,0.00013980285,0.0000025970933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003408477,0.000014717144,0.0002950997,0.0000380401,0.00005989357,0.000008174925,0.0000759607,0.012001489,0.9697961,0.000020639169,0.000080135054,0.01726889],"study_design_scores_gemma":[0.0029133393,0.0014174005,0.03814576,0.00008272229,0.00015221491,0.00009056615,0.0007126739,0.06336124,0.8919802,0.000670345,0.00010020482,0.00037333183],"about_ca_topic_score_codex":0.000011655448,"about_ca_topic_score_gemma":0.0000113012275,"teacher_disagreement_score":0.07781591,"about_ca_system_score_codex":0.000091557755,"about_ca_system_score_gemma":0.00003114663,"threshold_uncertainty_score":0.6167099},"labels":[],"label_agreement":null},{"id":"W4388773013","doi":"10.3390/s23229234","title":"Design and Demonstration of a Microelectromechanical System Single-Ring Resonator with Inner Ring-Shaped Spring Supports for Inertial Sensors","year":2023,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Resonator; Vibration; Resonance (particle physics); Materials science; Silicon on insulator; Voltage; Microelectromechanical systems; Ring (chemistry); Helical resonator; Silicon; Gyroscope; Wafer; Optical ring resonators; Optoelectronics; Electrical engineering; Acoustics; Physics; Engineering; Chemistry; Atomic physics","score_opus":0.014910726210654219,"score_gpt":0.21279945017620516,"score_spread":0.19788872396555093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388773013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733753,0.000054732027,0.025027104,0.000025716537,0.0000734201,0.00039330148,0.0000041719522,0.0010162896,0.00002996449],"genre_scores_gemma":[0.97804457,0.000025599937,0.02178175,0.0000017723914,0.00003257521,0.00003248296,0.0000027234282,0.00005191018,0.000026644722],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990975,0.000008837293,0.0002445451,0.00021819146,0.000107314656,0.00032360264],"domain_scores_gemma":[0.99959064,0.00011885442,0.00005574557,0.00014800133,0.00004179882,0.000044988657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014978946,0.00016522344,0.00023881468,0.00018334208,0.00005907474,0.000016130081,0.00005848307,0.00012285502,6.4387984e-7],"category_scores_gemma":[0.0000390735,0.0001499122,0.000031636522,0.00027139313,0.00004291854,0.00007265686,0.000024620791,0.00012208402,0.0000015543951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005453982,0.0000058754063,0.000043084496,0.00021509666,0.00003297243,0.0000252234,0.000087734894,0.0227269,0.9748784,0.0005490262,0.000007796939,0.0013733817],"study_design_scores_gemma":[0.0004603105,0.0002033254,0.00016068477,0.0001557198,0.00002466093,0.000044837252,0.0004013663,0.15984888,0.83834493,0.000050857874,0.00010441658,0.00019998172],"about_ca_topic_score_codex":0.000007233378,"about_ca_topic_score_gemma":0.000012765452,"teacher_disagreement_score":0.13712198,"about_ca_system_score_codex":0.000057815116,"about_ca_system_score_gemma":0.000011251106,"threshold_uncertainty_score":0.61132425},"labels":[],"label_agreement":null},{"id":"W4389077777","doi":"10.1109/sensors56945.2023.10325255","title":"An Electrostatic Micropositioner with 3 Degrees-of-Freedom","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Degrees of freedom (physics and chemistry); Silicon nitride; Voltage; Work (physics); Silicon; Materials science; Electrostatics; Optoelectronics; Optics; Physics; Mechanical engineering; Engineering; Quantum mechanics","score_opus":0.0068816072857530155,"score_gpt":0.22196476143472413,"score_spread":0.2150831541489711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389077777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745088,0.00005482547,0.021828461,0.000049064103,0.000033415316,0.000068683075,0.000003836276,0.0019366213,0.0015162708],"genre_scores_gemma":[0.9468941,0.00008588573,0.052743975,0.0000056856115,0.000010373411,0.0000108635795,0.000010581029,0.000021921229,0.00021660973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996929,8.316502e-7,0.00006248382,0.00006400846,0.000046550314,0.00013319626],"domain_scores_gemma":[0.9997981,0.000011422066,0.0000074113013,0.00015177701,0.000014340456,0.000016900649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018009652,0.00005982713,0.000071519426,0.000074773634,0.00001733477,0.0000047329977,0.00006981872,0.000027904174,0.000018282006],"category_scores_gemma":[0.0000026242249,0.000044184053,0.000010411163,0.0002607993,0.000033278644,0.00007699147,0.000006744207,0.000051186842,0.000025505004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004218725,0.000006572913,0.0000639057,0.000018748071,0.000013289102,0.0000064414658,0.00003516144,0.08256554,0.9119329,0.0015809034,0.0013118401,0.0024605126],"study_design_scores_gemma":[0.0004354865,0.00043837752,0.004917678,0.000034410295,0.000014428384,0.000015506785,0.0004381247,0.04964693,0.94064224,0.0011498916,0.0019662296,0.00030068593],"about_ca_topic_score_codex":0.000011080584,"about_ca_topic_score_gemma":0.000046586403,"teacher_disagreement_score":0.032918606,"about_ca_system_score_codex":0.000009453552,"about_ca_system_score_gemma":0.0000036417377,"threshold_uncertainty_score":0.18017733},"labels":[],"label_agreement":null},{"id":"W4389101883","doi":"10.1109/sensors56945.2023.10325100","title":"Precision Temperature Control of Microsystems using On-Package Heaters and Sensors","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Enclosure; Temperature control; Microsystem; Temperature measurement; Flexibility (engineering); Electromagnetic shielding; Power consumption; Fabrication; Controller (irrigation); Computer science; Operating temperature; Electronic stability control; Ceramic; Power (physics); Mechanical engineering; Materials science; Automotive engineering; Electrical engineering; Engineering; Nanotechnology; Physics","score_opus":0.009692702594779135,"score_gpt":0.23040970204774325,"score_spread":0.2207169994529641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389101883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984799,0.00016149528,0.00034002055,0.00003726385,0.0001318176,0.00011879959,0.000015086867,0.0005523594,0.00016325922],"genre_scores_gemma":[0.9990692,0.00011070645,0.0006351877,0.00000993515,0.000013503106,0.0000025991333,0.000001179009,0.000016489197,0.00014118735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996133,0.0000024723743,0.00010861361,0.00009497494,0.000056016357,0.00012464814],"domain_scores_gemma":[0.9997803,0.000047528363,0.00001199082,0.00012908976,0.0000118157095,0.000019272908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004751447,0.000084430365,0.00014368765,0.000096552634,0.000025155354,0.000009585357,0.00003845865,0.00008371988,0.0000018758848],"category_scores_gemma":[0.000016412643,0.00006493316,0.000020579046,0.00014654832,0.000022989867,0.000043030726,0.000013537945,0.00007680859,0.0000054083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055233977,0.0000017760311,0.000058737274,0.000039073726,0.000011818655,0.000004231932,0.000034136225,0.011363838,0.9876998,0.00005417085,0.00032063515,0.00040623045],"study_design_scores_gemma":[0.00034986797,0.000037115995,0.00045914997,0.000098634344,0.000005173824,0.000006343928,0.00026494332,0.0052301832,0.99271494,0.00010507593,0.00062356633,0.00010499812],"about_ca_topic_score_codex":0.00000684682,"about_ca_topic_score_gemma":0.0000022615436,"teacher_disagreement_score":0.0061336546,"about_ca_system_score_codex":0.000013180918,"about_ca_system_score_gemma":0.0000016981506,"threshold_uncertainty_score":0.26478976},"labels":[],"label_agreement":null},{"id":"W4389109029","doi":"10.1038/s41378-023-00628-7","title":"A polymeric piezoelectric MEMS accelerometer with high sensitivity, low noise density, and an innovative manufacturing approach","year":2023,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accelerometer; Microelectromechanical systems; Microfabrication; Piezoelectric accelerometer; Materials science; Piezoelectricity; Sensitivity (control systems); Piezoresistive effect; Proof mass; Microsystem; Nanogenerator; Noise (video); Electronic engineering; Capacitive sensing; Piezoelectric sensor; Optoelectronics; Electrical engineering; Nanotechnology; Computer science; Engineering","score_opus":0.007294004509555405,"score_gpt":0.19683021897576838,"score_spread":0.189536214466213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389109029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701559,0.00037609975,0.02546792,0.000009355958,0.00023886487,0.00039598648,0.000014486292,0.0032600947,0.00008132809],"genre_scores_gemma":[0.996508,0.00012862735,0.002884498,0.000010958375,0.00012351073,0.00008102086,0.000034547298,0.00015698448,0.00007186553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818283,0.000010632048,0.00031535263,0.000507742,0.0002132784,0.00077018753],"domain_scores_gemma":[0.9992792,0.000060569422,0.00006108889,0.00042650706,0.000055888257,0.000116741314],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019806251,0.00048413893,0.0005357952,0.0007507462,0.00013838943,0.00013508098,0.00017185407,0.00015811085,0.0000014954588],"category_scores_gemma":[0.000012492253,0.0004449238,0.0000380423,0.0016786186,0.00005800212,0.00046199613,0.00014695743,0.00039111765,0.000013424217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009685509,0.000016049114,0.0001558962,0.0003962607,0.00008874496,0.00009393923,0.00024334573,0.020829935,0.9702735,0.000025517149,0.000030454405,0.007836679],"study_design_scores_gemma":[0.00052859914,0.00009123892,0.0052655414,0.00016407076,0.0000197282,0.0003141452,0.00020302497,0.02039316,0.9720484,0.000011330019,0.000234531,0.0007262175],"about_ca_topic_score_codex":0.00008600266,"about_ca_topic_score_gemma":0.000025944966,"teacher_disagreement_score":0.026352122,"about_ca_system_score_codex":0.00011950732,"about_ca_system_score_gemma":0.000013252612,"threshold_uncertainty_score":0.99980026},"labels":[],"label_agreement":null},{"id":"W4389114590","doi":"","title":"Integrating Clipped Spherical Harmonics Expansions","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Spherical harmonics; Spin-weighted spherical harmonics; Harmonics; Solid harmonics; Zonal spherical harmonics; Vector spherical harmonics; Physics; Mathematics; Mathematical analysis","score_opus":0.016001038392200104,"score_gpt":0.23637729824559542,"score_spread":0.22037625985339532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389114590","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3438045,0.0022374187,0.59501076,0.00235658,0.00079125504,0.00048076842,0.00006150493,0.0033330773,0.0519241],"genre_scores_gemma":[0.54968506,0.002452331,0.44481114,0.00004586088,0.000056835197,0.00012686287,0.00019599433,0.00012120174,0.0025047325],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794555,0.00035357752,0.0004842943,0.0005556791,0.0002502633,0.00041063275],"domain_scores_gemma":[0.99640703,0.00060406653,0.00018744712,0.0018647807,0.00080642506,0.0001302322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001270658,0.00037883906,0.00039346368,0.000116776886,0.00024675476,0.00019137554,0.001055116,0.00047909995,0.0001247739],"category_scores_gemma":[0.0013311378,0.0003873089,0.00018249066,0.00030857718,0.0002779737,0.00011104867,0.0012237527,0.0011480236,0.00006423891],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024527832,0.00092030305,0.0007980978,0.00103367,0.0004991058,0.000042148728,0.01869746,0.0032487626,0.31103584,0.07941356,0.029886888,0.5543996],"study_design_scores_gemma":[0.00068309216,0.0000012193572,0.0009122414,0.0045655137,0.000089679095,0.00002009959,0.00090880535,0.107590094,0.7481215,0.031924803,0.10351719,0.0016657341],"about_ca_topic_score_codex":0.00014753286,"about_ca_topic_score_gemma":0.0006238738,"teacher_disagreement_score":0.5527339,"about_ca_system_score_codex":0.00014879592,"about_ca_system_score_gemma":0.00009375618,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W4389332746","doi":"10.1109/sas58821.2023.10339913","title":"Identification and Closed-Loop Control of High-Performance Accelerometers","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Accelerometer; Interfacing; Computer science; Noise (video); Wideband; Controller (irrigation); Identification (biology); Electronic engineering; Embedded system; Engineering; Computer hardware; Operating system; Artificial intelligence","score_opus":0.010283249337544207,"score_gpt":0.2146830540635345,"score_spread":0.2043998047259903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389332746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99543405,0.00006131778,0.0034007595,0.000043690798,0.00009151813,0.00006550502,0.000003199076,0.0007175953,0.00018238014],"genre_scores_gemma":[0.998609,0.0007506083,0.00032047686,0.0000046764903,0.0000059169165,0.00001294847,0.0000017703588,0.000008317541,0.00028630372],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997019,6.364327e-7,0.000103167855,0.00006287803,0.000043569325,0.000087852975],"domain_scores_gemma":[0.9998349,0.000021342094,0.000014761121,0.00010748153,0.00001085009,0.000010672858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041934218,0.000047151167,0.00008010213,0.00008816869,0.0000151373115,0.000005332194,0.000053849864,0.000035019904,0.0000066793514],"category_scores_gemma":[0.000010862987,0.00004176366,0.000008040393,0.00018085241,0.000027761856,0.00010997311,0.000012712669,0.000037845082,0.000017195747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024107333,0.0000021467317,0.00021745964,0.000053620486,0.000013301901,3.8699753e-7,0.000015235931,0.0027526582,0.9292003,0.00055489637,0.00028299345,0.06690462],"study_design_scores_gemma":[0.00030372973,0.000024178082,0.054606896,0.000011071703,0.000005701388,6.909947e-7,0.00006960264,0.011865857,0.93214875,0.0005957013,0.00028376904,0.00008404716],"about_ca_topic_score_codex":0.0000032894052,"about_ca_topic_score_gemma":0.0000014545428,"teacher_disagreement_score":0.06682057,"about_ca_system_score_codex":0.000005805346,"about_ca_system_score_gemma":0.0000010422463,"threshold_uncertainty_score":0.17030725},"labels":[],"label_agreement":null},{"id":"W4389961051","doi":"10.1109/jmems.2023.3341039","title":"Multi Degrees-of-Freedom Hybrid Piezoelectric-Electrostatic MEMS Actuators Integrated With Displacement Sensors","year":2023,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Displacement (psychology); Capacitive sensing; Actuator; Plane (geometry); Planar; Context (archaeology); Chip; Mathematics; Physics; Computer science; Geometry; Electrical engineering; Engineering; Computer graphics (images)","score_opus":0.01265510419030793,"score_gpt":0.22677728668488548,"score_spread":0.21412218249457754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389961051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8518463,0.0010708036,0.14578657,0.000047012487,0.0004725229,0.00036761057,0.000018103226,0.0003783332,0.000012751782],"genre_scores_gemma":[0.992137,0.001093282,0.00644818,0.000003518928,0.00008395344,0.000019065978,0.000008460647,0.000089594716,0.000116918105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974955,0.000037380018,0.0010152992,0.0002277011,0.0004810082,0.0007431178],"domain_scores_gemma":[0.99860406,0.00020891914,0.00046399768,0.00030362574,0.00025721555,0.00016220147],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053579523,0.00037429895,0.00086594786,0.00060311175,0.00006665256,0.000043377335,0.00045238333,0.00014853201,0.000009618294],"category_scores_gemma":[0.00015676397,0.00026679478,0.00018742945,0.001319768,0.000057703925,0.00017548287,0.00003895218,0.0007666205,0.000016596794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015565049,0.000067974746,0.000017306915,0.0001464067,0.00039238797,0.00015395212,0.000056014007,0.027458364,0.9652669,0.00013003606,0.0016339183,0.0045211087],"study_design_scores_gemma":[0.004129594,0.006268052,0.00011095771,0.0009885423,0.00027859095,0.0023383903,0.0010395753,0.27663833,0.7016416,0.00018093087,0.0053623263,0.0010230687],"about_ca_topic_score_codex":0.00003535472,"about_ca_topic_score_gemma":0.000021211239,"teacher_disagreement_score":0.26362526,"about_ca_system_score_codex":0.00037938057,"about_ca_system_score_gemma":0.00009725078,"threshold_uncertainty_score":0.9999784},"labels":[],"label_agreement":null},{"id":"W4390145917","doi":"10.1016/j.precisioneng.2023.12.009","title":"Force modeling of a reluctance motion system with multi-axial asymmetrical air gaps","year":2023,"lang":"en","type":"article","venue":"Precision Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Guelph","funders":"","keywords":"Actuator; Multiphysics; Stator; Magnetic reluctance; Control theory (sociology); Acceleration; Lorentz force; Photolithography; Mechanical engineering; Vibration; Magnetic bearing; Air bearing; Physics; Engineering; Computer science; Acoustics; Classical mechanics; Finite element method; Magnet; Magnetic field; Structural engineering; Electrical engineering; Optics; Control (management)","score_opus":0.015251420946170284,"score_gpt":0.22052880624319604,"score_spread":0.20527738529702574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390145917","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29697612,0.00025828334,0.7000908,0.0000042112965,0.00019997946,0.00012998337,0.000004414053,0.0022373195,0.00009887562],"genre_scores_gemma":[0.9433895,0.00016337547,0.056293927,6.189074e-7,0.00003692633,0.000031944208,0.00000411395,0.0000572023,0.000022415854],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999006,0.0000024147746,0.00028223338,0.00020217625,0.00022295295,0.0002842699],"domain_scores_gemma":[0.9995217,0.0000787257,0.00003080751,0.00026753082,0.000051584884,0.000049689937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013907629,0.0001761829,0.000249811,0.00040494275,0.0000317198,0.00000769553,0.00016220388,0.00012026573,8.8453504e-7],"category_scores_gemma":[0.00012797584,0.00015681563,0.000051930336,0.00081918144,0.000010408829,0.00020671451,0.000055267767,0.00020693358,0.000012077907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008301679,0.000004935503,0.000009923524,0.0001809392,0.000013421222,0.000005886808,0.00005291398,0.94696754,0.048375655,0.00028203547,0.0000073567044,0.004091103],"study_design_scores_gemma":[0.00031274412,0.000030139061,0.0002105879,0.00031698088,0.000006531664,0.000009709298,0.00011585719,0.9718132,0.026913684,0.000021263362,0.00007811302,0.00017119183],"about_ca_topic_score_codex":0.0000036726335,"about_ca_topic_score_gemma":0.0000014977408,"teacher_disagreement_score":0.6464134,"about_ca_system_score_codex":0.000090040034,"about_ca_system_score_gemma":0.0000044271087,"threshold_uncertainty_score":0.6394756},"labels":[],"label_agreement":null},{"id":"W4390512090","doi":"10.1016/j.measurement.2023.114092","title":"Designing MEMS accelerometer for enhanced sensitivity and reduced cross-sensitivity in landslide monitoring","year":2024,"lang":"en","type":"article","venue":"Measurement","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; CMC Microsystems","keywords":"Accelerometer; Sensitivity (control systems); Surface micromachining; Bulk micromachining; Topology optimization; Microelectromechanical systems; Acceleration; Engineering; Electronic engineering; Simulated annealing; Topology (electrical circuits); Computer science; Materials science; Structural engineering; Electrical engineering; Nanotechnology; Finite element method; Physics; Algorithm","score_opus":0.058828912208639804,"score_gpt":0.2904307010569706,"score_spread":0.2316017888483308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390512090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91649127,0.0008383198,0.08116708,0.0000251286,0.0005133009,0.00027414225,0.0000041121057,0.00058243563,0.000104217965],"genre_scores_gemma":[0.99136037,0.000112449074,0.008292454,0.0000031298712,0.00009690596,0.00008629417,9.632246e-7,0.00003346029,0.000013993251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907994,0.000008255562,0.00017102451,0.00026210173,0.0001790578,0.00029961596],"domain_scores_gemma":[0.9996667,0.000097626886,0.00001311763,0.00013706341,0.000048910628,0.00003656459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008486891,0.00016373124,0.00019494185,0.0001255458,0.00005180728,0.000087491266,0.00003128483,0.000087564775,9.272303e-7],"category_scores_gemma":[0.00010531803,0.00015802728,0.00004007377,0.00014386664,0.000026294954,0.00018870484,0.00002948074,0.0001782158,0.0000021876438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009894947,0.000006725244,0.00047234393,0.00014185774,0.000024474266,0.000017691067,0.00016792039,0.0018160249,0.9658172,0.0000058058527,0.000014995875,0.03150505],"study_design_scores_gemma":[0.00023465889,0.000024582221,0.013742324,0.00025688205,0.000008524754,0.000004547629,0.00006776096,0.0010121037,0.9840218,0.00015625863,0.00028662532,0.0001839409],"about_ca_topic_score_codex":0.000018709214,"about_ca_topic_score_gemma":0.00011669338,"teacher_disagreement_score":0.07486909,"about_ca_system_score_codex":0.00020698055,"about_ca_system_score_gemma":0.000011513919,"threshold_uncertainty_score":0.6444166},"labels":[],"label_agreement":null},{"id":"W4390993494","doi":"10.1109/biocas58349.2023.10389171","title":"Inductively-Coupled MEMS Pressure Sensor","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"HFSS; Microelectromechanical systems; Wafer; Materials science; Electromagnetic coil; Inductive sensor; Inductor; Electrical impedance; Pressure sensor; Deflection (physics); Optoelectronics; Electronics; Acoustics; Electrical engineering; Electronic engineering; Engineering; Mechanical engineering; Optics; Physics; Voltage","score_opus":0.016113525848536238,"score_gpt":0.23270062406962977,"score_spread":0.21658709822109354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390993494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767966,0.00019923969,0.0012421836,0.00017107086,0.00035530454,0.0001285679,0.0000052469654,0.009189133,0.011912603],"genre_scores_gemma":[0.99010617,0.00022577637,0.0021193703,0.00001310073,0.000056237746,0.000027012995,0.0000032830646,0.000029806622,0.0074192532],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995862,5.4902347e-7,0.00006901306,0.000098074466,0.000063374704,0.00018278637],"domain_scores_gemma":[0.99978775,0.00002086094,0.0000060363277,0.00015144961,0.000012013716,0.000021901442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002909474,0.000080061196,0.00008740439,0.00007220741,0.00002662104,0.000007731678,0.00007974665,0.00007911408,0.00007445093],"category_scores_gemma":[0.00002670553,0.000066830005,0.000022201624,0.00027645507,0.000021381762,0.00007961239,0.000032893568,0.000111009715,0.00024702662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017938794,0.000004609124,0.000029519835,0.000031227086,0.000049039845,0.000011805531,0.000075337346,0.013782035,0.9693995,0.0013210388,0.008637925,0.0066561713],"study_design_scores_gemma":[0.00034299612,0.00003145341,0.003922484,0.000015985737,0.000016302201,0.0000062541253,0.0008374285,0.018916866,0.7684884,0.0057749506,0.20123784,0.00040900084],"about_ca_topic_score_codex":0.000006198347,"about_ca_topic_score_gemma":0.000004121672,"teacher_disagreement_score":0.20091106,"about_ca_system_score_codex":0.0000072782314,"about_ca_system_score_gemma":0.0000020298737,"threshold_uncertainty_score":0.317511},"labels":[],"label_agreement":null},{"id":"W4392092627","doi":"10.1117/12.3010179","title":"Multistage anisotropic wet etching by KOH for MEMS/NEMS structures","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Okanagan University College; University of British Columbia; University of Manitoba; National Research Council Canada","funders":"","keywords":"Microelectromechanical systems; Materials science; Etching (microfabrication); Comb drive; Wafer; Surface micromachining; Silicon on insulator; Reactive-ion etching; Lithography; Optoelectronics; Actuator; Fabrication; Optics; Dry etching; Nanotechnology; Silicon; Electrical engineering; Engineering; Physics","score_opus":0.007798634514599075,"score_gpt":0.2454148476842022,"score_spread":0.2376162131696031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392092627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45163935,0.009664466,0.51935506,0.00028677718,0.0020187062,0.0005745939,0.00020502647,0.009890462,0.006365562],"genre_scores_gemma":[0.96297556,0.00035142244,0.034028698,0.00003502881,0.000098068136,0.00005082477,0.000024919837,0.000059794198,0.0023756558],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999426,7.2369994e-7,0.00011838297,0.00016957786,0.000059524467,0.00022581163],"domain_scores_gemma":[0.99975157,0.000056484616,0.0000064897795,0.00014942152,0.000007594247,0.000028447514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024573357,0.0001366424,0.000119074626,0.000057019122,0.000047990525,0.0000619651,0.00011440255,0.00009561935,0.000056395886],"category_scores_gemma":[0.000015154307,0.00011107524,0.000049096667,0.00008034654,0.00002155485,0.00013463042,0.000025544568,0.0001469218,0.000012009385],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024653464,0.000003924536,0.00000513258,0.00027838824,0.00004952241,0.000008603714,0.00009900572,0.0015308645,0.85371685,0.022482907,0.038771037,0.08305127],"study_design_scores_gemma":[0.00020429533,0.000041258376,0.00003237092,0.00003690058,0.000011538527,0.0000060228426,0.00022414332,0.011973668,0.42341915,0.018032666,0.5457394,0.00027859575],"about_ca_topic_score_codex":0.000017812672,"about_ca_topic_score_gemma":0.000027733995,"teacher_disagreement_score":0.5113362,"about_ca_system_score_codex":0.000037351932,"about_ca_system_score_gemma":0.000004144608,"threshold_uncertainty_score":0.4529517},"labels":[],"label_agreement":null},{"id":"W4393042455","doi":"10.3390/proceedings2024097072","title":"Low-Voltage Tri-Electrode Electrostatic Actuator Using Solid Gap-Spacing Materials","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; National Research Council Canada; University of Manitoba","funders":"National Research Council Canada","keywords":"Electrode; Materials science; Actuator; Voltage; Optoelectronics; Electrical engineering; Composite material; Engineering; Physics","score_opus":0.013414697630230286,"score_gpt":0.265594536278923,"score_spread":0.2521798386486927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393042455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8936586,0.000790411,0.10064206,0.00003355589,0.00046763476,0.00017019709,0.000010576906,0.0033657253,0.00086126814],"genre_scores_gemma":[0.9909596,0.00038349244,0.007980892,0.00003233465,0.00012130136,0.000020159381,0.0000059805366,0.00008450133,0.00041172808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989073,0.000003239061,0.00023946578,0.00022882986,0.00010748836,0.0005136769],"domain_scores_gemma":[0.9996592,0.000053099295,0.00001615381,0.00021241607,0.00001408832,0.000045051303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008985847,0.00022161264,0.00025383642,0.00018037358,0.000059199207,0.00012961843,0.00011501566,0.00011243316,0.00018452079],"category_scores_gemma":[0.00003517287,0.00019213282,0.00005075476,0.00029119474,0.000026769787,0.00026884399,0.000032378626,0.00019723206,0.00007127249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037350526,0.0000047093095,2.3000564e-7,0.00016726213,0.000037391317,0.000028276227,0.00005828254,0.0007039016,0.99365574,0.0014270211,0.00048521417,0.0034282375],"study_design_scores_gemma":[0.00009107098,0.000038213104,0.0000024193557,0.00010781245,0.000018759141,0.000028051189,0.0000643401,0.008842945,0.9853434,0.0033832968,0.0018351506,0.00024455672],"about_ca_topic_score_codex":0.0000113653905,"about_ca_topic_score_gemma":0.000009625622,"teacher_disagreement_score":0.09730104,"about_ca_system_score_codex":0.0001558319,"about_ca_system_score_gemma":0.000027935997,"threshold_uncertainty_score":0.7834949},"labels":[],"label_agreement":null},{"id":"W4393045612","doi":"10.24874/jsscm.2023.17.01.09","title":"DESIGN OF A FAST ADAPTIVE NEURO-SLIDING MODE CONTROLLER FOR PIEZOELECTRIC ACTUATORS","year":2023,"lang":"en","type":"article","venue":"Journal of the Serbian Society for Computational Mechanics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Control theory (sociology); Robustness (evolution); Actuator; Adaptive control; Controller (irrigation); Computer science; Trajectory; Tracking error; Terminal sliding mode; Attractor; Noise (video); Control engineering; Sliding mode control; Engineering; Nonlinear system; Mathematics; Control (management); Artificial intelligence","score_opus":0.025542713588193263,"score_gpt":0.24935678211432055,"score_spread":0.22381406852612729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393045612","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008776208,0.000115666786,0.98997587,0.0002354708,0.00035886274,0.00042267115,0.000033116015,0.00008050016,0.0000016106233],"genre_scores_gemma":[0.84416723,0.00008521906,0.15552734,0.00006782253,0.000077257275,0.0000214345,0.0000017491451,0.00003513922,0.000016812119],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918413,0.0000069050643,0.0003325804,0.00007861114,0.00020542563,0.00019232804],"domain_scores_gemma":[0.9986585,0.000728417,0.0002541836,0.000066269626,0.00026277095,0.000029886824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025497252,0.00012151347,0.0002553229,0.00007123258,0.00011429726,0.000011621774,0.00024564588,0.00008486191,4.7571973e-7],"category_scores_gemma":[0.0001446949,0.00009125378,0.0005413514,0.00037665153,0.000012130304,0.00010639404,0.000028720395,0.00017408456,3.771434e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062400504,0.000011161322,2.1614595e-7,0.000041785002,0.00023363922,2.574642e-7,0.0002858336,0.9671751,0.015667772,0.005801912,0.0023039505,0.008415931],"study_design_scores_gemma":[0.0007712833,0.00020011824,0.0000026837151,0.000038860748,0.000051196883,0.000007604247,0.00050933857,0.86158717,0.0045335577,0.13207415,0.00014658102,0.000077475175],"about_ca_topic_score_codex":2.0921787e-7,"about_ca_topic_score_gemma":1.628456e-7,"teacher_disagreement_score":0.83539104,"about_ca_system_score_codex":0.00008822412,"about_ca_system_score_gemma":0.000058112055,"threshold_uncertainty_score":0.3721221},"labels":[],"label_agreement":null},{"id":"W4394744682","doi":"10.1109/tac.2024.3388255","title":"A Low-Power Multi-High-Gain Observer Design for a Class of Nonlinear Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Control theory (sociology); Nonlinear system; Class (philosophy); Observer (physics); High-gain antenna; Mathematics; Control engineering; Computer science; Engineering; Control (management); Physics; Electrical engineering; Artificial intelligence","score_opus":0.018338761793284034,"score_gpt":0.2441315486295542,"score_spread":0.22579278683627016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394744682","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03164204,0.00042746105,0.9635213,0.000055121527,0.0012055328,0.0010819894,0.00016762548,0.001888293,0.000010621292],"genre_scores_gemma":[0.9686363,0.000037747508,0.030433381,0.000012861339,0.000019250574,0.000614369,0.000001076619,0.000060395607,0.0001846435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999057,0.000012611773,0.0003746155,0.00018619138,0.00012343134,0.00024612577],"domain_scores_gemma":[0.9991312,0.00047390867,0.00003161507,0.00027790648,0.000042866315,0.00004249656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014893875,0.00020219052,0.00035774565,0.00018892699,0.000047129564,0.000035137826,0.00012964831,0.00015333208,0.000024375531],"category_scores_gemma":[0.000013918171,0.00017708524,0.00015978309,0.00020238174,0.000041946045,0.00011834551,4.4377458e-7,0.00015345655,0.00002674851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002894615,0.00012569239,8.02754e-8,0.00092306524,0.00033526233,0.000009223029,0.00013143309,0.82107157,0.14999017,0.00015878261,0.00019152055,0.02703428],"study_design_scores_gemma":[0.0011670323,0.00015253168,0.000004973013,0.0003712008,0.00008481612,0.0000047063268,0.00007759616,0.9159336,0.08149249,0.00006833215,0.00047301973,0.00016966883],"about_ca_topic_score_codex":0.000008749391,"about_ca_topic_score_gemma":0.000010167213,"teacher_disagreement_score":0.93699425,"about_ca_system_score_codex":0.00008256107,"about_ca_system_score_gemma":0.00003028385,"threshold_uncertainty_score":0.7221327},"labels":[],"label_agreement":null},{"id":"W4394891175","doi":"10.3390/proceedings2024097191","title":"Optimization of Micro-Electromechanical Lorentz Actuator Using a Surrogate Model Accelerated Genetic Algorithm","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; National Research Council Canada; University of Manitoba","funders":"National Research Council Canada","keywords":"Actuator; Finite element method; Surrogate model; Displacement (psychology); Genetic algorithm; Computation; Control theory (sociology); Multi-objective optimization; Microelectromechanical systems; Computer science; Algorithm; Mathematical optimization; Engineering; Mathematics; Materials science; Structural engineering; Artificial intelligence","score_opus":0.02308145656488998,"score_gpt":0.254517390669549,"score_spread":0.231435934104659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394891175","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22243083,0.00055983936,0.7759653,0.000008179205,0.0000877335,0.00008008473,0.000007431894,0.0008049434,0.000055700126],"genre_scores_gemma":[0.30880213,0.00038465997,0.6906917,0.000004740185,0.000016239987,0.00000630502,0.000005971005,0.000037498314,0.00005078121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994009,0.0000017674236,0.00018236763,0.00014965779,0.0000733086,0.0001919689],"domain_scores_gemma":[0.9997904,0.000013685406,0.000012532202,0.00012551657,0.00003051974,0.000027378546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027126729,0.00012224466,0.00014115435,0.00012115476,0.000018281009,0.000024227471,0.00008869894,0.000106608204,0.000041414052],"category_scores_gemma":[0.0000064252035,0.00011024209,0.00004172868,0.00030254392,0.00001914766,0.00011820732,0.00003098657,0.000119601966,0.000003459818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.735924e-7,0.000004448409,7.33899e-8,0.000023569097,0.00001745895,0.000002634231,0.000010796074,0.52868617,0.45582628,0.0000652988,0.000023952241,0.015338433],"study_design_scores_gemma":[0.000052934367,0.000013149123,4.1081515e-7,0.000019882145,0.000009733765,0.0000051224397,0.000008576314,0.60404617,0.3952993,0.0004485458,0.000023021252,0.00007315471],"about_ca_topic_score_codex":0.0000045829293,"about_ca_topic_score_gemma":0.000001002258,"teacher_disagreement_score":0.086371295,"about_ca_system_score_codex":0.00005895774,"about_ca_system_score_gemma":0.000023012668,"threshold_uncertainty_score":0.44955418},"labels":[],"label_agreement":null},{"id":"W4395041823","doi":"10.3390/proceedings2024097201","title":"A Flexible PCB-Based MEMS Field Mill with a Vertical Movement Shutter Driven by an Electrostatic Actuator","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Manitoba Hydro","keywords":"Shutter; Actuator; Microelectromechanical systems; Substrate (aquarium); Mill; Movement (music); Computer science; Electrical engineering; Materials science; Engineering; Mechanical engineering; Optoelectronics; Acoustics; Physics; Geology","score_opus":0.005567468038262101,"score_gpt":0.2256104988770443,"score_spread":0.22004303083878218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395041823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7435326,0.00035789228,0.2500453,0.0011712442,0.00010382907,0.00024143657,0.0000084056155,0.0029589096,0.0015803666],"genre_scores_gemma":[0.9867472,0.000037033227,0.011717054,0.0009754266,0.000022255928,0.00008243528,0.0000106839625,0.000042720192,0.00036515942],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992911,0.0000015517014,0.00010875898,0.00019243965,0.00011757906,0.0002885381],"domain_scores_gemma":[0.9996726,0.000051038798,0.0000032865025,0.0002011881,0.000010119739,0.00006179285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002385087,0.00014858581,0.00012197302,0.00006199929,0.000024806097,0.00004819399,0.000097602126,0.000072542214,0.00022353156],"category_scores_gemma":[0.000008109556,0.00010603658,0.000028172455,0.00014447031,0.000023460963,0.00013320705,0.000013199929,0.0001813591,0.000028899967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027487065,0.000042454292,0.000020147538,0.000098623794,0.00006752217,0.00003178553,0.00008068081,0.001113634,0.96445835,0.0006930867,0.023159094,0.010207146],"study_design_scores_gemma":[0.0002108835,0.0004767365,0.00001661362,0.000045203597,0.0000149316775,0.0000014854236,0.00004492598,0.044016395,0.9427488,0.00078528567,0.01144646,0.00019229604],"about_ca_topic_score_codex":0.00001584476,"about_ca_topic_score_gemma":0.00003978634,"teacher_disagreement_score":0.24321462,"about_ca_system_score_codex":0.00005829648,"about_ca_system_score_gemma":0.000017529605,"threshold_uncertainty_score":0.43240464},"labels":[],"label_agreement":null},{"id":"W4395481051","doi":"10.1108/sr-11-2022-0415","title":"Design, fabrication and experimental analysis of piezoresistive bidirectional acoustic sensor","year":2024,"lang":"en","type":"article","venue":"Sensor Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Wheatstone bridge; Piezoresistive effect; Cantilever; Materials science; Pressure sensor; Acoustics; Fabrication; Diaphragm (acoustics); Voltage; Vibration; Microelectromechanical systems; Engineering; Optoelectronics; Electrical engineering; Mechanical engineering; Composite material","score_opus":0.021703447743427706,"score_gpt":0.2869271130963264,"score_spread":0.2652236653528987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395481051","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10560297,0.8437101,0.04841723,0.000096066346,0.0002168438,0.0004594734,0.000027711878,0.0011997616,0.00026983686],"genre_scores_gemma":[0.84136146,0.14717782,0.011184514,0.00002999529,0.00003069395,0.000050155955,0.000008859083,0.000032174194,0.0001243144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995264,0.000008263927,0.0001688963,0.00013911865,0.00007514959,0.0000822067],"domain_scores_gemma":[0.99972844,0.000089030385,0.000020907708,0.00011331193,0.000028271512,0.000020045418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006656349,0.00009431016,0.00025103736,0.0001529676,0.000018781042,0.00000761767,0.00003268489,0.00003339332,0.000052894204],"category_scores_gemma":[0.000048452886,0.00007983116,0.000067828536,0.00061828014,0.00003868903,0.00004991199,0.000011690301,0.00006330831,0.000011195837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009011506,0.000036678168,0.00002041634,0.0051669893,0.0018086411,0.000026053602,0.00025763537,0.016252078,0.8629976,0.00026382192,0.0027829807,0.11037812],"study_design_scores_gemma":[0.0002864438,0.00019771593,0.0032260986,0.0067701074,0.0060582506,0.00006812701,0.000769354,0.15754233,0.7734329,0.00030927133,0.050213777,0.0011256261],"about_ca_topic_score_codex":0.0000023503642,"about_ca_topic_score_gemma":8.1352823e-7,"teacher_disagreement_score":0.7357585,"about_ca_system_score_codex":0.000034926452,"about_ca_system_score_gemma":0.0000046714345,"threshold_uncertainty_score":0.32554203},"labels":[],"label_agreement":null},{"id":"W4395673881","doi":"10.3390/s24092743","title":"Impact of Solid Materials in the Gap Space between Driving Electrodes in a MEMS Tri-Electrode Electrostatic Actuator","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; National Research Council Canada; National Institute for Nanotechnology","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Voltage; Materials science; Electrode; Actuator; Microelectromechanical systems; Dielectric; Space charge; Voltage reduction; Optoelectronics; Displacement (psychology); Electrical engineering; Electronic engineering; Nanotechnology; Engineering; Chemistry; Physics","score_opus":0.01242245571458947,"score_gpt":0.2922692556388322,"score_spread":0.2798467999242428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395673881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848235,0.0005660803,0.00012558002,0.0001119137,0.000051153653,0.00024864942,0.000019414112,0.00029774968,0.0000970924],"genre_scores_gemma":[0.9990421,0.0004938245,0.0003079921,0.0000033207816,0.000054479257,0.000023920858,0.0000057856464,0.00004420309,0.000024396946],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99882835,0.000023902146,0.000307731,0.00018827968,0.0001295092,0.00052225543],"domain_scores_gemma":[0.99944687,0.00026055123,0.000031758434,0.00022857226,0.000010312903,0.000021941012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027422668,0.00020440211,0.00035447013,0.00033245634,0.000018025994,0.000033783064,0.00018366918,0.00010706566,0.000013611934],"category_scores_gemma":[0.00011657083,0.00014425385,0.000075033015,0.00067840423,0.000038005714,0.000104607454,0.000016696227,0.00033702678,0.0000073865203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008621332,0.000009845342,0.00044470993,0.0000652483,0.00004519814,0.000021621157,0.0007034766,0.001968883,0.99532646,0.00017997673,0.00010524542,0.001120736],"study_design_scores_gemma":[0.00017913911,0.00019359021,0.011812322,0.00013614746,0.000016855509,0.000012379567,0.00019673286,0.0006884735,0.9825349,0.0039080125,0.00011925536,0.00020219722],"about_ca_topic_score_codex":0.000102641694,"about_ca_topic_score_gemma":0.00015476612,"teacher_disagreement_score":0.012791543,"about_ca_system_score_codex":0.00019039605,"about_ca_system_score_gemma":0.000036733105,"threshold_uncertainty_score":0.58825016},"labels":[],"label_agreement":null},{"id":"W4399187322","doi":"10.54963/dtra.v3i2.217","title":"Enhancing Micro-Pump Efficiency: Multi-Objective Optimization of Low Voltage MEMS Switches for Drug Delivery Applications","year":2024,"lang":"en","type":"article","venue":"Digital Technologies Research and Applications","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microelectromechanical systems; Particle swarm optimization; Multi-objective optimization; Voltage; Computer science; Electronic engineering; Capacitive sensing; Isolation (microbiology); Engineering; Materials science; Electrical engineering; Nanotechnology; Algorithm","score_opus":0.018868474962936813,"score_gpt":0.29289781836333195,"score_spread":0.27402934340039514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399187322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04614499,0.004773936,0.9432718,0.00013219088,0.000020851563,0.0018812276,0.00032100393,0.002986288,0.00046770094],"genre_scores_gemma":[0.9785698,0.0031343414,0.013355287,0.0000012104708,0.000023716037,0.0046543498,0.000067419365,0.000041313167,0.00015253972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998825,0.0000011244235,0.0002519887,0.000375784,0.00014709197,0.0003989882],"domain_scores_gemma":[0.9990072,0.0003394285,0.000027313541,0.00037995056,0.00020804607,0.000038033766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014362682,0.00015951334,0.00017424666,0.00046950002,0.00021264947,0.00014939353,0.00035675897,0.00015882337,0.0000011467446],"category_scores_gemma":[0.00011333276,0.00014867091,0.0000529433,0.001103253,0.00052874576,0.00032106927,0.00019144482,0.00031201408,0.000008657203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007903334,0.00014985695,0.0000332059,0.0009185344,0.000063819585,8.7310156e-7,0.00011411422,0.0048243674,0.75489724,0.008618298,0.00020023208,0.23017156],"study_design_scores_gemma":[0.00014635186,0.00005668837,0.00001278956,0.00011648825,0.000006211262,0.0000026631153,0.0029477556,0.0105904415,0.94961435,0.024401698,0.011889788,0.00021478352],"about_ca_topic_score_codex":0.0000058960413,"about_ca_topic_score_gemma":0.00001573604,"teacher_disagreement_score":0.93242484,"about_ca_system_score_codex":0.00008685843,"about_ca_system_score_gemma":0.000041717467,"threshold_uncertainty_score":0.6062623},"labels":[],"label_agreement":null},{"id":"W4399421935","doi":"10.1117/12.3013771","title":"Sliding mode and variable structure filters for signal processing: a literature review","year":2024,"lang":"en","type":"review","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Signal processing; Computer science; Mode (computer interface); Variable (mathematics); SIGNAL (programming language); Electronic engineering; Control theory (sociology); Digital signal processing; Engineering; Artificial intelligence; Mathematics; Computer hardware","score_opus":0.02174994152274357,"score_gpt":0.31291275657618417,"score_spread":0.2911628150534406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399421935","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.99802e-8,0.99045736,0.0070269625,0.000016628168,0.00012815166,0.0008808785,0.00023800677,0.0009035926,0.0003483693],"genre_scores_gemma":[3.427592e-7,0.9625869,0.036118466,0.00003387263,0.000106062405,0.00024839677,0.000120555065,0.00010206359,0.0006833839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989815,0.000002963132,0.00032623406,0.00035115113,0.00007232949,0.0002658289],"domain_scores_gemma":[0.9996421,0.000042234544,0.000051689723,0.0001905711,0.00003004637,0.000043388267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005423499,0.0004580564,0.0011293286,0.00013466217,0.000046465477,0.00012620653,0.00017370324,0.0004129258,0.00001572763],"category_scores_gemma":[0.00002141653,0.0002955136,0.00015830928,0.0004321093,0.0000146727,0.00014359613,0.00006403772,0.00054549985,0.0000016460104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.7699433e-7,6.68763e-7,6.1657573e-10,0.37066638,0.000042101823,0.0000037903226,0.000006322225,0.000009415056,0.000020353904,0.0007425162,0.0063927337,0.62211555],"study_design_scores_gemma":[0.000023207822,0.000010021843,4.6704984e-10,0.2218578,0.0005183409,0.00006906753,0.0000029777968,0.00042612152,0.000010249453,0.0015591219,0.7752487,0.00027440165],"about_ca_topic_score_codex":2.183129e-7,"about_ca_topic_score_gemma":4.7453568e-7,"teacher_disagreement_score":0.7688559,"about_ca_system_score_codex":0.000051861665,"about_ca_system_score_gemma":0.00003993745,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W4399768005","doi":"10.54097/smk0rt84","title":"Analysis of One-dimensional Double-potential Barrier Structures Resonant Tunnelling Based on Transmission Matrices","year":2024,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum tunnelling; Transmission (telecommunications); Materials science; Physics; Optoelectronics; Telecommunications; Computer science","score_opus":0.0065699595763010375,"score_gpt":0.22308784050478378,"score_spread":0.21651788092848273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399768005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685822,0.0031024606,0.02648546,0.00024634344,0.0003222451,0.0000977741,0.000009515583,0.001105908,0.000048062888],"genre_scores_gemma":[0.98793834,0.00043459242,0.011577947,0.0000020502534,0.000013332654,0.000010716704,0.0000016350335,0.000015206433,0.000006174652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886286,0.0000014468004,0.00023672116,0.00035327132,0.00024377975,0.00030194703],"domain_scores_gemma":[0.99963033,0.000053647218,0.000017014503,0.0002260441,0.000027321132,0.000045660476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016783067,0.00016437388,0.00026761333,0.0037355537,0.000061010087,0.000029534727,0.00024041781,0.00018358062,0.0000074041454],"category_scores_gemma":[0.000016054242,0.0001313166,0.000045108147,0.0040030386,0.00024074751,0.00012632222,0.00003485477,0.00026305934,0.0000017573974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066560733,0.0000068318914,0.000010333788,0.000047240843,0.000027090698,0.000021231448,0.000023803728,0.60167915,0.3750606,0.017165972,0.0000028059578,0.005948274],"study_design_scores_gemma":[0.00012383993,0.000036124926,0.00020834478,0.00012726591,0.000043055064,0.0000027892017,0.000012442807,0.67903066,0.31850898,0.0005816602,0.0011885234,0.00013630462],"about_ca_topic_score_codex":0.000004743414,"about_ca_topic_score_gemma":0.0000024676513,"teacher_disagreement_score":0.077351496,"about_ca_system_score_codex":0.000050068353,"about_ca_system_score_gemma":0.000026073223,"threshold_uncertainty_score":0.53549355},"labels":[],"label_agreement":null},{"id":"W4399771500","doi":"10.32920/26052409.v1","title":"Miniaturized Inductive LC Pressure Sensor","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Brock University","funders":"","keywords":"Inductive sensor; Pressure sensor; Electrical engineering; Engineering; Mechanical engineering","score_opus":0.011791821959743543,"score_gpt":0.23780668145653117,"score_spread":0.22601485949678762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399771500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7938779,0.021609852,0.001391211,0.0009039235,0.009842045,0.001463733,0.0003217371,0.025495468,0.14509416],"genre_scores_gemma":[0.765005,0.0031069734,0.18452506,0.00006552806,0.0010341749,0.00048397187,0.00005496059,0.00038092674,0.045343436],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991359,0.000002364893,0.00017644679,0.00034999687,0.00010657374,0.00022869131],"domain_scores_gemma":[0.99941796,0.000026407442,0.00002203387,0.00047161215,0.000027084903,0.000034915858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000032392003,0.00030106315,0.00031748574,0.00013668463,0.000016304748,0.000044264925,0.00021718658,0.00065073423,0.00008311033],"category_scores_gemma":[0.000026508198,0.00025128794,0.00010960246,0.00009212339,0.00004186429,0.000028663013,0.00073756994,0.0014604587,0.00012505332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004200782,0.000076993536,0.000006979363,0.007497817,0.0034744313,0.0003266881,0.0017281177,0.04076473,0.7385743,0.014083194,0.13445354,0.058971196],"study_design_scores_gemma":[0.00031395044,0.000033274067,0.000086183856,0.0005862675,0.0002978771,0.000015209882,0.00055957976,0.0033449288,0.43942907,0.16257888,0.39135295,0.0014018223],"about_ca_topic_score_codex":0.000012628474,"about_ca_topic_score_gemma":0.0000075427956,"teacher_disagreement_score":0.29914525,"about_ca_system_score_codex":0.000037310332,"about_ca_system_score_gemma":0.000017732775,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W4399771536","doi":"10.32920/26052409","title":"Miniaturized Inductive LC Pressure Sensor","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Brock University","funders":"","keywords":"Pressure sensor; Inductive sensor; Electrical engineering; Engineering; Mechanical engineering","score_opus":0.011791821959743543,"score_gpt":0.23780668145653117,"score_spread":0.22601485949678762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399771536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7938779,0.021609852,0.001391211,0.0009039235,0.009842045,0.001463733,0.0003217371,0.025495468,0.14509416],"genre_scores_gemma":[0.765005,0.0031069734,0.18452506,0.00006552806,0.0010341749,0.00048397187,0.00005496059,0.00038092674,0.045343436],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991359,0.000002364893,0.00017644679,0.00034999687,0.00010657374,0.00022869131],"domain_scores_gemma":[0.99941796,0.000026407442,0.00002203387,0.00047161215,0.000027084903,0.000034915858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000032392003,0.00030106315,0.00031748574,0.00013668463,0.000016304748,0.000044264925,0.00021718658,0.00065073423,0.00008311033],"category_scores_gemma":[0.000026508198,0.00025128794,0.00010960246,0.00009212339,0.00004186429,0.000028663013,0.00073756994,0.0014604587,0.00012505332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004200782,0.000076993536,0.000006979363,0.007497817,0.0034744313,0.0003266881,0.0017281177,0.04076473,0.7385743,0.014083194,0.13445354,0.058971196],"study_design_scores_gemma":[0.00031395044,0.000033274067,0.000086183856,0.0005862675,0.0002978771,0.000015209882,0.00055957976,0.0033449288,0.43942907,0.16257888,0.39135295,0.0014018223],"about_ca_topic_score_codex":0.000012628474,"about_ca_topic_score_gemma":0.0000075427956,"teacher_disagreement_score":0.29914525,"about_ca_system_score_codex":0.000037310332,"about_ca_system_score_gemma":0.000017732775,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W4399800485","doi":"10.1109/lsens.2024.3416428","title":"Design and Fabrication of Micro Resonator With Bilateral Concentric Boundaries","year":2024,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Concentric; Fabrication; Resonator; Materials science; Optoelectronics; Geometry; Mathematics; Medicine","score_opus":0.00785616551409261,"score_gpt":0.20051536832239933,"score_spread":0.19265920280830673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399800485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729572,0.0010624221,0.024802499,0.00047200677,0.00021942965,0.000112389316,0.0000045521856,0.00035779327,0.000011700713],"genre_scores_gemma":[0.98582506,0.00014629155,0.013862936,0.00005859529,0.000028383312,0.0000062623812,0.0000011363956,0.00002246833,0.000048849277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996007,0.0000040251875,0.000092198854,0.00011619419,0.000059613485,0.00012727984],"domain_scores_gemma":[0.9998171,0.00004716353,0.000012634985,0.000093890514,0.000012394557,0.00001683919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003023257,0.000090712405,0.000097708384,0.000073701805,0.000031378375,0.000047048903,0.000040777708,0.000037904672,0.0000019116803],"category_scores_gemma":[0.000005031274,0.00007289489,0.000012784599,0.00015899425,0.00018757126,0.000091308044,0.0000050646336,0.00008999614,0.0000031006089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009479668,0.0000015195556,0.00003117041,0.00007439363,0.000027294975,0.000025594303,0.0002933376,0.0059507946,0.98853534,0.000042302272,0.003062292,0.0019464834],"study_design_scores_gemma":[0.00013520994,0.000034175056,0.00020275652,0.00007476437,0.00001579799,0.000024771674,0.000040016927,0.003566949,0.97513,0.000101567486,0.02053011,0.00014387307],"about_ca_topic_score_codex":0.0000039946676,"about_ca_topic_score_gemma":4.2053082e-7,"teacher_disagreement_score":0.01746782,"about_ca_system_score_codex":0.000027860551,"about_ca_system_score_gemma":0.000007472272,"threshold_uncertainty_score":0.29725674},"labels":[],"label_agreement":null},{"id":"W4400223625","doi":"10.57931/2371710","title":"MultiSector Dynamics: 2023 Inaugural Workshop Report","year":2024,"lang":"en","type":"article","venue":"Digital Commons - Michigan Tech (Michigan Technological University)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Dynamics (music); Computer science; Environmental science; Psychology; Pedagogy","score_opus":0.009646036360221518,"score_gpt":0.2024059181360512,"score_spread":0.19275988177582967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400223625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247819,0.00092160626,0.015306075,0.00057789066,0.000451047,0.00047119794,0.0003474145,0.022692788,0.034450036],"genre_scores_gemma":[0.9920903,0.0002486003,0.0018464329,0.000013621963,0.00004237161,0.000008800674,0.0001881604,0.00009964221,0.005462093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976469,0.000009054403,0.00043693176,0.00081973686,0.00026220887,0.0008251345],"domain_scores_gemma":[0.99849623,0.00020420543,0.000069233036,0.0010023077,0.000054993146,0.00017301683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000098422235,0.00060352206,0.0005404674,0.0011774537,0.00022403414,0.00029564186,0.0012617018,0.00081934384,0.00003611012],"category_scores_gemma":[0.00021635307,0.0005892426,0.0003005087,0.0026217024,0.0007844956,0.0008974704,0.0007181177,0.0015918916,0.0001826085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017262004,0.0007872238,0.0019708131,0.0007047182,0.001384683,0.04796233,0.00038770697,0.0013285093,0.11865666,0.334643,0.0052763084,0.48672542],"study_design_scores_gemma":[0.0015580044,0.0005813874,0.0010939743,0.0011839453,0.00024158681,0.0024366572,0.011295401,0.016174424,0.077651106,0.053025834,0.82985246,0.004905242],"about_ca_topic_score_codex":0.0000076772285,"about_ca_topic_score_gemma":0.0005680026,"teacher_disagreement_score":0.82457614,"about_ca_system_score_codex":0.00025384722,"about_ca_system_score_gemma":0.000036752994,"threshold_uncertainty_score":0.9996559},"labels":[],"label_agreement":null},{"id":"W4400522974","doi":"10.3390/s24144499","title":"Design, Fabrication, and Dynamic Analysis of a MEMS Ring Resonator Supported by Twin Circular Curve Beams","year":2024,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; CMC Microsystems","keywords":"Resonator; Microelectromechanical systems; Finite element method; Silicon on insulator; Stiffness; Voltage; Fabrication; Materials science; Electronic engineering; Acoustics; Silicon; Engineering; Mechanical engineering; Structural engineering; Optoelectronics; Electrical engineering; Physics","score_opus":0.00863305240439353,"score_gpt":0.23583098286986087,"score_spread":0.22719793046546735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400522974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94462734,0.004686092,0.049845606,0.00003654914,0.000060424034,0.0000970701,0.000028197677,0.0005728255,0.000045877747],"genre_scores_gemma":[0.99701977,0.00065364054,0.0021650677,0.0000033003378,0.000004887231,0.00000915469,0.000021321377,0.000024490135,0.00009839535],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993875,0.000005267445,0.00017942766,0.00018524799,0.0000936849,0.00014884744],"domain_scores_gemma":[0.9996601,0.000067371904,0.000021127684,0.00019296513,0.000027939992,0.000030499268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009513584,0.00010922386,0.00020067512,0.0003033407,0.000021790494,0.00001598608,0.000066843626,0.0000792762,0.000012895397],"category_scores_gemma":[0.0000413482,0.000106314656,0.000053912754,0.00084759766,0.000047752557,0.000060066184,0.000017316848,0.00010710049,0.0000030730837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002365703,0.000008621361,0.0001819941,0.00011280857,0.0008057447,0.000016221127,0.0003998282,0.04148011,0.94770944,0.00006877197,0.00029409947,0.008919986],"study_design_scores_gemma":[0.00012607702,0.00002793029,0.0031526168,0.00005264621,0.00047964393,0.0000053041767,0.00041675518,0.6058512,0.3838398,0.00066816213,0.0050779614,0.00030192462],"about_ca_topic_score_codex":0.000020419859,"about_ca_topic_score_gemma":0.0000051532174,"teacher_disagreement_score":0.56437105,"about_ca_system_score_codex":0.0000435548,"about_ca_system_score_gemma":0.000005665592,"threshold_uncertainty_score":0.4335386},"labels":[],"label_agreement":null},{"id":"W4400578922","doi":"10.1109/jsen.2024.3423658","title":"Vibration Sensitivity of One-Port and Two-Port MEMS Microphones","year":2024,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Port (circuit theory); Sensitivity (control systems); Vibration; Microelectromechanical systems; Acoustics; Engineering; Electrical engineering; Electronic engineering; Computer science; Physics; Optoelectronics","score_opus":0.012961972190955072,"score_gpt":0.23989311173691222,"score_spread":0.22693113954595714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400578922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98971105,0.0010235594,0.0075850366,0.00007764889,0.0009388738,0.000049218324,0.000006881073,0.00025584752,0.00035187736],"genre_scores_gemma":[0.99473643,0.0013919042,0.0035250175,0.0000071879726,0.00021995776,7.1355436e-7,7.6841576e-7,0.000025259767,0.00009277672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993782,0.0000068348177,0.0002278717,0.00010702063,0.00012191523,0.00015815058],"domain_scores_gemma":[0.9997286,0.00005033315,0.00003794625,0.00009627829,0.000039680664,0.000047124628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021828656,0.00011519123,0.00017714458,0.00014525339,0.00004862834,0.000042828855,0.000032839638,0.00007406237,0.000010025341],"category_scores_gemma":[0.000016915672,0.00010446911,0.000051110426,0.00012848103,0.00006352092,0.00020280293,0.000010425686,0.0003160963,0.000006164708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004323705,0.000006304834,0.00003914346,0.000060042523,0.000045595407,0.00018069812,0.00011888219,0.0057534985,0.9824654,0.000032599088,0.00041681423,0.010876729],"study_design_scores_gemma":[0.00012980377,0.000030782205,0.0006894724,0.000147721,0.000023361728,0.0013521598,0.00011796298,0.0046456684,0.9901087,0.000902314,0.0017074367,0.00014461052],"about_ca_topic_score_codex":0.000007663825,"about_ca_topic_score_gemma":0.000015743104,"teacher_disagreement_score":0.010732119,"about_ca_system_score_codex":0.00002922523,"about_ca_system_score_gemma":0.000015554988,"threshold_uncertainty_score":0.42601267},"labels":[],"label_agreement":null},{"id":"W4400648817","doi":"10.1109/imbioc60287.2024.10590463","title":"Employing Surface Waves for Detection of Skin Melanoma: Initial Analysis and Simulations","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Surface wave; Computer science; Surface (topology); Telecommunications; Mathematics; Geometry","score_opus":0.01324101426454812,"score_gpt":0.2745302578580752,"score_spread":0.2612892435935271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400648817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7145648,0.00030869368,0.28461662,0.0000070716287,0.00004241067,0.00004754381,0.000011273656,0.0003124625,0.00008908837],"genre_scores_gemma":[0.990963,0.000038492708,0.008927188,7.666295e-7,0.000011688485,0.0000033814804,0.000002974617,0.000008617233,0.000043903983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999755,7.5260976e-7,0.00008685274,0.000070553164,0.000025363901,0.00006146726],"domain_scores_gemma":[0.9998184,0.00009968588,0.000005694024,0.000055873075,0.00001189474,0.0000084667045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022505177,0.000046942063,0.00008637386,0.00012417127,0.000022768389,0.000011467214,0.00001803816,0.000040899853,0.0000058675428],"category_scores_gemma":[0.000014593248,0.00004168898,0.00003778762,0.00028663166,0.000014536739,0.00008090679,0.000009060295,0.000034537898,3.3871626e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032704716,0.0000040412024,0.00015132663,0.00011980975,0.00032539453,7.162348e-7,0.00013822415,0.23722768,0.7123354,0.00064383796,0.000008056667,0.049042217],"study_design_scores_gemma":[0.00004773415,0.000018262523,0.00051178253,0.0000060078182,0.000091241905,4.330744e-7,0.000074008705,0.3640312,0.6335469,0.0012211268,0.00039700978,0.00005428943],"about_ca_topic_score_codex":0.000013155344,"about_ca_topic_score_gemma":0.00016432184,"teacher_disagreement_score":0.27639815,"about_ca_system_score_codex":0.000009372192,"about_ca_system_score_gemma":0.0000016847843,"threshold_uncertainty_score":0.17000273},"labels":[],"label_agreement":null},{"id":"W4400975908","doi":"10.1109/icca62789.2024.10591867","title":"A Fault-Detection Method of MEMS Micromirrors with Hysteresis *","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Research Promotion Foundation","keywords":"Hysteresis; Microelectromechanical systems; Fault (geology); Fault detection and isolation; Computer science; Materials science; Optoelectronics; Artificial intelligence; Actuator; Geology; Physics; Condensed matter physics; Seismology","score_opus":0.009794493924241024,"score_gpt":0.2517781165197496,"score_spread":0.24198362259550854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400975908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60966754,0.0006084036,0.38387868,0.00003486763,0.00016508647,0.000099179204,0.0000038966723,0.0019894938,0.0035528566],"genre_scores_gemma":[0.919623,0.000062684325,0.07979757,0.0000027488838,0.000009016535,0.000013346055,3.9655205e-7,0.000022126402,0.00046910363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967736,0.0000012194633,0.0000872444,0.00009388955,0.00004647703,0.000093822346],"domain_scores_gemma":[0.9998231,0.000031568354,0.000006825333,0.00011616634,0.000009973178,0.000012351192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037787366,0.000075905235,0.00009977337,0.000094900875,0.000009739673,0.000008781734,0.000049272687,0.000052608288,0.00001895502],"category_scores_gemma":[0.000004732707,0.00005279002,0.000027009093,0.00019889507,0.000016832879,0.000079482044,0.00001134931,0.000082234736,0.000008928406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029158377,0.0000018931524,8.036924e-7,0.00009987083,0.000031841588,0.0000030947208,0.000044090488,0.00037736117,0.9196642,0.00019927912,0.000072581766,0.07950208],"study_design_scores_gemma":[0.00005667186,0.000046190486,0.00006141449,0.000048158963,0.0000113600045,0.000015657908,0.00018754731,0.0019606643,0.9899833,0.0005538807,0.0069954447,0.00007968265],"about_ca_topic_score_codex":0.000029052957,"about_ca_topic_score_gemma":0.000071060866,"teacher_disagreement_score":0.30995548,"about_ca_system_score_codex":0.000019815096,"about_ca_system_score_gemma":0.0000029872306,"threshold_uncertainty_score":0.21527146},"labels":[],"label_agreement":null},{"id":"W4401455446","doi":"10.3390/bios14080385","title":"Grating Bio-Microelectromechanical Platform Architecture for Multiple Biomarker Detection","year":2024,"lang":"en","type":"article","venue":"Biosensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Westlake University","keywords":"Biomarker; Microelectromechanical systems; Computer science; Nanotechnology; Materials science; Chemistry","score_opus":0.016561921334807432,"score_gpt":0.2380558717089181,"score_spread":0.22149395037411065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401455446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8835411,0.0009505591,0.11125234,0.00009089184,0.0007069457,0.0003062789,0.000042450025,0.0030189964,0.00009043127],"genre_scores_gemma":[0.9904381,0.00009251447,0.009183836,0.000010757652,0.00009534656,0.00005289378,0.000008335545,0.000052155763,0.000066049106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992956,0.000001513528,0.00014518887,0.00020523967,0.00005892406,0.00029356478],"domain_scores_gemma":[0.9996928,0.00011730181,0.000011016392,0.00013356947,0.000012217027,0.000033083874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005700493,0.00015624949,0.00011924874,0.00016309976,0.00007074708,0.00004015689,0.00007543633,0.00016353032,0.0000042768193],"category_scores_gemma":[0.000072236435,0.00013256742,0.00009384662,0.00024443644,0.000025754287,0.00007138715,0.00001778978,0.00018359954,0.000011882772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008904879,0.0000029483506,8.963237e-7,0.00006994279,0.000025525653,0.0000037738866,0.000028183467,0.0001359203,0.8236892,0.00014445248,0.00024520705,0.17564502],"study_design_scores_gemma":[0.00013618976,0.00006958299,0.000028574186,0.00004070344,0.0000105124645,0.00002820369,0.000056711462,0.0326198,0.9199095,0.0021670077,0.044745866,0.00018736815],"about_ca_topic_score_codex":0.000003212415,"about_ca_topic_score_gemma":0.000055897923,"teacher_disagreement_score":0.17545766,"about_ca_system_score_codex":0.000062549974,"about_ca_system_score_gemma":0.0000050831904,"threshold_uncertainty_score":0.5405943},"labels":[],"label_agreement":null},{"id":"W4401824319","doi":"10.21203/rs.3.rs-3547003/v1","title":"NEMS Generated Electromechanical Frequency Combs","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Miniaturization; Nanoelectromechanical systems; Equidistant; Acoustics; Modal; Physics; Resonance (particle physics); Bandwidth (computing); Vibration; Modal analysis; Electronic engineering; Computer science; Engineering; Optics; Materials science; Electrical engineering; Telecommunications","score_opus":0.051497504009163114,"score_gpt":0.3685558270256383,"score_spread":0.3170583230164752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401824319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91401327,0.04900512,0.002309935,0.0011531011,0.0023371757,0.001980325,0.00028829812,0.01048455,0.01842824],"genre_scores_gemma":[0.98737043,0.007114682,0.0033482844,0.00000843117,0.00045557195,0.0005606768,0.00013814284,0.00019685611,0.00080691103],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99742657,0.00003666805,0.0003084122,0.000599399,0.0006575449,0.00097140594],"domain_scores_gemma":[0.99862,0.000114974624,0.000017684815,0.0008856713,0.00021733613,0.00014433508],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00048295764,0.00034171608,0.0003881945,0.0005886713,0.00010627505,0.00018209829,0.000667513,0.00082318106,0.00014027544],"category_scores_gemma":[0.00018263156,0.00031710268,0.00014974087,0.000764438,0.00011627406,0.00004302538,0.0013889631,0.0055477917,0.00047443027],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012224927,0.0000713253,0.000010394765,0.0037220726,0.00027049557,0.0005558773,0.0001361876,0.0038059615,0.8956525,0.036246028,0.031534445,0.027982492],"study_design_scores_gemma":[0.00025853975,0.0003540527,0.00008471114,0.0015490481,0.00002561888,0.000023750074,0.00018786035,0.018033342,0.26129705,0.695963,0.021228801,0.0009941675],"about_ca_topic_score_codex":0.000076384815,"about_ca_topic_score_gemma":0.00006610173,"teacher_disagreement_score":0.659717,"about_ca_system_score_codex":0.0004759853,"about_ca_system_score_gemma":0.00016710667,"threshold_uncertainty_score":0.9999281},"labels":[],"label_agreement":null},{"id":"W4402168713","doi":"10.1016/j.precisioneng.2024.08.016","title":"Recent progress on modeling and control of reluctance actuators in precision motion systems","year":2024,"lang":"en","type":"article","venue":"Precision Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnetic reluctance; Stator; Actuator; Control theory (sociology); Nonlinear system; Displacement (psychology); Magnetic bearing; Computer science; Hysteresis; Physics; Magnetic flux; Control engineering; Engineering; Magnetic field; Mechanical engineering; Magnet; Electrical engineering; Control (management)","score_opus":0.009837516741780733,"score_gpt":0.22836094568052673,"score_spread":0.218523428938746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402168713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4930426,0.024069615,0.4809803,0.0000214573,0.0007279615,0.00034002058,0.000006492649,0.0007303379,0.00008122253],"genre_scores_gemma":[0.99078554,0.006405956,0.0026679158,8.0216614e-7,0.000032148328,0.000059455324,0.000001447801,0.000042134907,0.000004584543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906296,0.000004546226,0.00032990673,0.0002292651,0.00017713077,0.00019620781],"domain_scores_gemma":[0.9995966,0.00013371803,0.00001823285,0.00018801993,0.000026515665,0.000036898145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208208,0.00016824903,0.00023324188,0.00033884394,0.000013122723,0.00003174158,0.000091446585,0.00012496594,0.0000018497518],"category_scores_gemma":[0.000112936934,0.00015068865,0.00002776101,0.00030599794,0.000011483697,0.00023032317,0.000025617901,0.00025117229,0.0000028955997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011576561,0.000006647778,0.000012077222,0.00017043513,0.000008891764,0.000004879372,0.00006294932,0.77210253,0.010919225,0.00044643195,0.0000048601264,0.2162495],"study_design_scores_gemma":[0.00020808128,0.000039574632,0.00008533954,0.0013245518,0.000005148619,0.0000050327894,0.000026248856,0.98938566,0.007380556,0.00030112226,0.0010967992,0.00014186018],"about_ca_topic_score_codex":0.0000013217805,"about_ca_topic_score_gemma":6.053841e-7,"teacher_disagreement_score":0.49774298,"about_ca_system_score_codex":0.00009326515,"about_ca_system_score_gemma":0.0000043427094,"threshold_uncertainty_score":0.6144905},"labels":[],"label_agreement":null},{"id":"W4402557587","doi":"10.1109/newcas58973.2024.10666357","title":"A Clockless Wake-Up Circuit for Capacitive Micromachined Ultrasonic Transducer (CMUT) Receivers","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Capacitive micromachined ultrasonic transducers; Capacitive sensing; Ultrasonic sensor; Transducer; Wake; Acoustics; Materials science; Computer science; Electrical engineering; Engineering; Physics","score_opus":0.01522788638301483,"score_gpt":0.23525634319844002,"score_spread":0.22002845681542518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402557587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7259015,0.0037005316,0.24201211,0.00039229772,0.0023845762,0.0009076734,0.00026285587,0.0076567964,0.016781675],"genre_scores_gemma":[0.9930905,0.0006192769,0.0032712552,0.000033884837,0.00007534367,0.00012501328,0.00001725094,0.00006967847,0.0026977987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991919,0.0000020915238,0.00015267341,0.00025434638,0.000069032816,0.0003299547],"domain_scores_gemma":[0.9996381,0.00012143335,0.000007563891,0.00016616465,0.00002224113,0.000044541695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055866924,0.00019405915,0.00018324498,0.000113567614,0.0000542613,0.000039392104,0.00014180157,0.00014234976,0.000105906875],"category_scores_gemma":[0.00001981084,0.00016974121,0.00012545109,0.00020333442,0.00005760577,0.0001583399,0.000006762934,0.0002190007,0.000039177285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010136484,0.000008633414,0.0000022319293,0.0002455883,0.00013793093,0.000011531575,0.0008694349,0.00039677325,0.92139614,0.012157084,0.00473388,0.06003064],"study_design_scores_gemma":[0.00059630984,0.00008766254,0.00007084398,0.00014387566,0.000058533897,0.000027808646,0.0011214236,0.0027886264,0.8852543,0.010322683,0.09901033,0.0005175949],"about_ca_topic_score_codex":0.000014781279,"about_ca_topic_score_gemma":0.000058677106,"teacher_disagreement_score":0.26718903,"about_ca_system_score_codex":0.00010821952,"about_ca_system_score_gemma":0.00001741525,"threshold_uncertainty_score":0.69218457},"labels":[],"label_agreement":null},{"id":"W4402807886","doi":"10.1109/jmems.2024.3455106","title":"Design and Experimental Validation of a Piezoelectric Resonant MEMS Phase Comparator","year":2024,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Comparator; Microelectromechanical systems; Piezoelectricity; Phase (matter); Electronic engineering; Materials science; Computer science; Engineering; Physics; Electrical engineering; Optoelectronics; Voltage","score_opus":0.01819223574449,"score_gpt":0.2727429402705082,"score_spread":0.25455070452601825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402807886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70765287,0.038692866,0.25300676,0.000016814594,0.00036215916,0.00016205742,0.0000021816402,0.00009747194,0.000006805859],"genre_scores_gemma":[0.99650943,0.00072980265,0.0026201922,0.000002138481,0.00009045275,0.000008135517,6.490626e-7,0.000026316238,0.000012887493],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989149,0.000022513506,0.00055707485,0.00011339948,0.00018232831,0.00020979677],"domain_scores_gemma":[0.9995617,0.0001135427,0.000113243455,0.00009187134,0.000053193828,0.00006644478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037297606,0.00014263399,0.00038496318,0.00023931028,0.000024927516,0.000047142777,0.00012941666,0.00010351887,0.0000055043924],"category_scores_gemma":[0.000019938878,0.00011216235,0.00007317408,0.00030429906,0.000022627004,0.00016012393,0.000015737627,0.00027968167,0.0000022603801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005625113,0.00005166285,2.4386318e-7,0.00009499196,0.00008417437,0.000032505868,0.00006170664,0.0004918551,0.9936035,0.00036374186,0.00077015476,0.004389211],"study_design_scores_gemma":[0.0005631485,0.0014123209,3.210365e-7,0.00020541433,0.000029719458,0.000782618,0.00009091068,0.022121102,0.9726927,0.0002781055,0.0017109172,0.0001127132],"about_ca_topic_score_codex":0.0000020550397,"about_ca_topic_score_gemma":7.7314596e-8,"teacher_disagreement_score":0.28885654,"about_ca_system_score_codex":0.00013070885,"about_ca_system_score_gemma":0.000033116907,"threshold_uncertainty_score":0.4573848},"labels":[],"label_agreement":null},{"id":"W4402872517","doi":"10.1016/j.physrep.2024.09.011","title":"Dynamics of large oscillations in electrostatic MEMS","year":2024,"lang":"en","type":"article","venue":"Physics Reports","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"King Fahd University of Petroleum and Minerals; King Abdulaziz City for Science and Technology; CMC Microsystems","keywords":"Physics; Dynamics (music); Microelectromechanical systems; Quantum electrodynamics; Classical mechanics; Quantum mechanics; Acoustics","score_opus":0.006312818747460559,"score_gpt":0.2534066224069131,"score_spread":0.24709380365945252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402872517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94405556,0.0008537283,0.04946794,0.000063098276,0.00032278485,0.00011999662,0.0000138828345,0.0006780201,0.004425015],"genre_scores_gemma":[0.99909294,0.00011244962,0.0006810848,0.0000017713282,0.00001617837,0.00001046386,0.000014333524,0.00001715089,0.000053623786],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995541,6.3488375e-7,0.00016623246,0.000088261135,0.00006487389,0.00012589162],"domain_scores_gemma":[0.99979436,0.000020339237,0.00001828453,0.00014587595,0.000011475341,0.000009633017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042670767,0.000060560098,0.00009772503,0.000052435276,0.0000090372305,0.000006945807,0.000024122533,0.000028679184,0.0000034953941],"category_scores_gemma":[0.000012826277,0.00006013939,0.000027815971,0.00030469004,0.000012961068,0.00008673897,0.000013299652,0.00010413262,0.0000017188058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023937378,0.0001229454,0.0028564131,0.0009693572,0.00012667567,0.00082206685,0.0009687032,0.10926422,0.6169714,0.19108006,0.0009921138,0.07582369],"study_design_scores_gemma":[0.00008412752,0.00002927092,0.001406125,0.0001877587,0.000018284103,0.000048824368,0.00012892419,0.21589401,0.19431117,0.584046,0.003546287,0.00029922437],"about_ca_topic_score_codex":0.0000068153295,"about_ca_topic_score_gemma":0.000057244666,"teacher_disagreement_score":0.4226602,"about_ca_system_score_codex":0.00005907277,"about_ca_system_score_gemma":0.000012718163,"threshold_uncertainty_score":0.24524131},"labels":[],"label_agreement":null},{"id":"W4403775043","doi":"10.3390/mi15111295","title":"Laterally Actuated Si-to-Si DC MEMS Switch for Power Switching Applications","year":2024,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Materials science; Switching power; Power (physics); Fast switching; Electrical engineering; Optoelectronics; Engineering; Voltage; Physics","score_opus":0.00710264615026241,"score_gpt":0.25216588405831203,"score_spread":0.24506323790804962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403775043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85415745,0.001943817,0.13798903,0.00062293466,0.00055102556,0.0006565631,0.00005173766,0.0034036417,0.0006238062],"genre_scores_gemma":[0.98265225,0.000081652666,0.015946932,0.00010956646,0.00014355143,0.0004104466,0.00003122035,0.000095010604,0.00052939],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991706,0.0000013363903,0.00019945635,0.00027132535,0.00006203943,0.00029523013],"domain_scores_gemma":[0.99956936,0.00007066725,0.000013169846,0.0002654394,0.000027907221,0.000053457497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006145518,0.00021334823,0.00017859883,0.0001687297,0.00009745025,0.000096889155,0.00022195856,0.000105362094,0.000018384379],"category_scores_gemma":[0.000018791061,0.0001819656,0.00008149821,0.00029003335,0.000012908139,0.00014039401,0.00005518312,0.00018325023,0.00010407596],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038724074,0.000009294787,0.000010197908,0.000086354536,0.00004457818,0.0000034034963,0.00020148215,0.00047357107,0.96169335,0.00040612527,0.0019949756,0.035072777],"study_design_scores_gemma":[0.00023223975,0.000059688606,0.00035173362,0.00011046482,0.000030878495,0.000022759446,0.000047704463,0.003118606,0.39053038,0.007860069,0.5971261,0.00050935074],"about_ca_topic_score_codex":0.00001570777,"about_ca_topic_score_gemma":0.000032529588,"teacher_disagreement_score":0.59513116,"about_ca_system_score_codex":0.000046381698,"about_ca_system_score_gemma":0.000009782336,"threshold_uncertainty_score":0.7420342},"labels":[],"label_agreement":null},{"id":"W4403786265","doi":"10.48550/arxiv.2409.15489","title":"An integrated evanescent-field biosensor in silicon","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Laboratory; CMC Microsystems; Natural Sciences and Engineering Research Council of Canada; Mitacs; AIM Photonics; Stewart Blusson Quantum Matter Institute, University of British Columbia","keywords":"Biosensor; Evanescent wave; Silicon; Field (mathematics); Materials science; Nanotechnology; Optoelectronics; Optics; Physics; Mathematics","score_opus":0.035408111243427284,"score_gpt":0.18882402382068636,"score_spread":0.15341591257725906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403786265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933348,0.00036962866,0.001877033,0.000031458043,0.00069307483,0.00021732067,0.000025884145,0.0018354154,0.0016154131],"genre_scores_gemma":[0.99833596,0.00092534494,0.00023190059,0.000017216757,0.00003854802,0.0000014365271,0.000020941168,0.00004832582,0.00038035365],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989154,0.0000107121305,0.0001605003,0.0005752137,0.000035959325,0.000302239],"domain_scores_gemma":[0.9991949,0.00003915346,0.00003102643,0.0006314408,0.000031653082,0.00007180835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000058129957,0.0003108696,0.00029084145,0.00045699088,0.000022617834,0.00003528443,0.00045142756,0.0005420892,0.000028567465],"category_scores_gemma":[0.000025807423,0.00034332342,0.000096306525,0.000502234,0.000052753032,0.00009865807,0.00033292355,0.0012700747,0.00009016833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006803365,0.00011428484,0.00071942515,0.0006954423,0.00013504391,0.002029793,0.00022429296,0.9167755,0.050971147,0.015495526,0.00071076467,0.012060747],"study_design_scores_gemma":[0.0011250899,0.00029327985,0.0010240662,0.0016724342,0.00020979773,0.000015536541,0.00250728,0.71699506,0.15711969,0.10604181,0.010413259,0.0025827195],"about_ca_topic_score_codex":0.00014791194,"about_ca_topic_score_gemma":0.00039672767,"teacher_disagreement_score":0.19978046,"about_ca_system_score_codex":0.00023866433,"about_ca_system_score_gemma":0.00003481597,"threshold_uncertainty_score":0.9999019},"labels":[],"label_agreement":null},{"id":"W4403863718","doi":"10.1109/ted.2024.3480028","title":"Micromachined Capacitive Sensor With Configured Boundaries: Approach, Design and Fabrication","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Electron Devices","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; CMC Microsystems","keywords":"Fabrication; Capacitive sensing; Surface micromachining; Microelectromechanical systems; Electrical engineering; Electronic engineering; Engineering; Materials science; Capacitance; Optoelectronics; Computer science; Physics; Electrode","score_opus":0.008802273623719555,"score_gpt":0.2156498874754477,"score_spread":0.20684761385172815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403863718","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09964838,0.0012825349,0.8969087,0.000073729694,0.00010376244,0.0002731053,0.000013728317,0.0012576367,0.0004384504],"genre_scores_gemma":[0.9856928,0.00031171084,0.013605501,0.000020304195,0.000016869106,0.000111046975,0.0000033378376,0.00003914941,0.00019929129],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993389,0.000009596044,0.00010738805,0.00023514069,0.00008464481,0.00022429919],"domain_scores_gemma":[0.99972796,0.00007477009,0.000013718356,0.0001238622,0.000025913034,0.000033783213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048145914,0.00018158843,0.00013993244,0.0001552528,0.00016761625,0.00013570917,0.00005884421,0.00008796268,0.00000703284],"category_scores_gemma":[0.0000013060202,0.00014870067,0.000026288457,0.00026021394,0.0001385324,0.00020251145,2.4540586e-7,0.00030224925,0.000007733895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016878749,0.00008224257,0.0000017411033,0.0004225828,0.0005732328,0.000016004522,0.0018208593,0.0823014,0.8552211,0.0010252339,0.0002493649,0.05811743],"study_design_scores_gemma":[0.0002545578,0.0003305969,0.000032117438,0.000076482436,0.00008656349,0.00006215396,0.0003401261,0.052298956,0.9389345,0.0002856663,0.0069777602,0.0003205116],"about_ca_topic_score_codex":0.000017248027,"about_ca_topic_score_gemma":0.000036381567,"teacher_disagreement_score":0.8860444,"about_ca_system_score_codex":0.00007193944,"about_ca_system_score_gemma":0.000031637435,"threshold_uncertainty_score":0.60638374},"labels":[],"label_agreement":null},{"id":"W4404310672","doi":"10.1115/detc2024-146414","title":"Experimental Investigation of Bouncing Dynamics of a MEM Switch Under Electrostatic Actuation","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; ArcelorMittal (Canada)","funders":"","keywords":"Dynamics (music); Electrostatics; Computer science; Mechanics; Materials science; Physics; Acoustics","score_opus":0.010341838132601368,"score_gpt":0.2380447443473044,"score_spread":0.22770290621470304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404310672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92108995,0.00051216455,0.0774838,0.00005508824,0.000059307105,0.00006271881,0.0000014616528,0.00032195117,0.00041355338],"genre_scores_gemma":[0.99487203,0.000034590503,0.005013734,0.000005721603,0.000005055135,0.0000071180166,0.000007924683,0.000012725789,0.00004109684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965286,9.393832e-7,0.00013515404,0.00006157298,0.00007698991,0.00007249338],"domain_scores_gemma":[0.9998627,0.00002833154,0.000014596206,0.00006994891,0.000014882889,0.000009564087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003596045,0.000057363966,0.00007753778,0.00007525831,0.000008318641,0.0000063176767,0.000033739445,0.000039463775,0.000013614829],"category_scores_gemma":[0.000007806006,0.000051716135,0.00001957312,0.00015890249,0.000027091304,0.000120235374,0.000008695638,0.0000549196,0.0000014227618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.826621e-7,0.0000023422372,0.000006259798,0.00007688381,0.000013954049,2.2538724e-7,0.0002494694,0.0024654137,0.98176646,0.013805524,0.000041830823,0.0015706344],"study_design_scores_gemma":[0.00004337969,0.000034892822,0.00007579813,0.000045139415,0.000005050698,0.0000010704714,0.0008575858,0.07741123,0.91037136,0.011094226,0.000012309224,0.00004798805],"about_ca_topic_score_codex":0.000014467404,"about_ca_topic_score_gemma":0.000026823554,"teacher_disagreement_score":0.07494581,"about_ca_system_score_codex":0.000117534095,"about_ca_system_score_gemma":0.000015907537,"threshold_uncertainty_score":0.21089227},"labels":[],"label_agreement":null},{"id":"W4404526808","doi":"10.3390/s24227346","title":"Correction: Kaur, M.; Menon, C. Submillimeter Sized 2D Electrothermal Optical Fiber Scanner. Sensors 2023, 23, 404","year":2024,"lang":"en","type":"erratum","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scanner; Materials science; Optoelectronics; Computer science; Optics; Physics","score_opus":0.007160136576535153,"score_gpt":0.22341207383808234,"score_spread":0.21625193726154718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404526808","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109659836,0.03010031,0.0001770867,0.0012019047,0.20959184,0.0022731547,0.00041874507,0.01625149,0.6303256],"genre_scores_gemma":[0.0026197606,0.0045301183,0.0016272645,0.00007287758,0.0036328356,0.0001104441,0.0002912658,0.00061853166,0.9864969],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966886,0.000025225805,0.0006437031,0.0009123881,0.00051189214,0.0012181678],"domain_scores_gemma":[0.9985928,0.00016384349,0.000093948496,0.00085012085,0.00010500016,0.00019428338],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00014957193,0.0010091057,0.0010148939,0.00047524378,0.0001389159,0.0001340372,0.00040329207,0.0016717546,0.0007159413],"category_scores_gemma":[0.00014450907,0.0009452455,0.00043326814,0.0007046748,0.00022757663,0.00011726864,0.00013516104,0.0033991465,0.0029932305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003428714,0.000022258013,3.7753995e-7,0.00023931735,0.00035280437,0.0002706563,0.00006232798,0.0033341928,0.004854619,0.0000381177,0.9857325,0.0050585354],"study_design_scores_gemma":[0.0003422914,0.00013106813,0.000030633386,0.00044584752,0.00022016956,0.00018769698,0.00013046351,0.0057030017,0.025486447,0.00024757363,0.965857,0.0012177805],"about_ca_topic_score_codex":0.000025038777,"about_ca_topic_score_gemma":0.00007957592,"teacher_disagreement_score":0.35617128,"about_ca_system_score_codex":0.00040170096,"about_ca_system_score_gemma":0.000099537945,"threshold_uncertainty_score":0.9996243},"labels":[],"label_agreement":null},{"id":"W4404840142","doi":"10.1109/lsens.2024.3509373","title":"Synergistic Design of Resonant Elements and Force Multipliers to Boost the Sensitivity in Resonant Sensing Applications","year":2024,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Sensitivity (control systems); Resonant converter; Physics; Electronic engineering; Computer science; Engineering; Voltage; Quantum mechanics; Converters","score_opus":0.012201882012117695,"score_gpt":0.23207321648259116,"score_spread":0.21987133447047347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404840142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76623875,0.0002507273,0.23156404,0.0010620469,0.00013089007,0.00050066743,0.000017326649,0.00021833582,0.000017177423],"genre_scores_gemma":[0.98360455,0.00011028876,0.015991334,0.0001637274,0.00003670398,0.000023534087,0.0000012680824,0.000032748634,0.000035837114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917215,0.000016729002,0.00021361801,0.00022931198,0.00011001611,0.00025819303],"domain_scores_gemma":[0.9993722,0.0003126522,0.00001939308,0.00024861924,0.000011637265,0.000035530535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024009512,0.00014134673,0.00015314786,0.00015460003,0.00005386964,0.000020993173,0.000060087077,0.000050042578,3.7217913e-7],"category_scores_gemma":[0.0000413317,0.00011177442,0.0000263645,0.00029405262,0.00009539367,0.000048393755,0.000027458555,0.00018534367,0.000004938788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000118718435,0.0000028184575,0.000009134452,0.000049558806,0.000015571808,0.00005347498,0.00026065612,0.07452338,0.9085932,0.00005232697,0.0005188483,0.015909163],"study_design_scores_gemma":[0.000396509,0.00007222909,0.0012610202,0.0005798456,0.000051192677,0.000041811236,0.00089172926,0.47228244,0.50940347,0.0004803731,0.013904675,0.00063469284],"about_ca_topic_score_codex":0.000026319456,"about_ca_topic_score_gemma":0.000039363575,"teacher_disagreement_score":0.3991897,"about_ca_system_score_codex":0.00007296515,"about_ca_system_score_gemma":0.000006015835,"threshold_uncertainty_score":0.45580286},"labels":[],"label_agreement":null},{"id":"W4404989390","doi":"10.1017/9781108779791.014","title":"Oscillators","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","score_opus":0.012528938684660165,"score_gpt":0.17608824130942963,"score_spread":0.16355930262476948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404989390","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021572819,0.0010714942,0.00015017774,0.0000041284443,0.0006167756,0.00015919209,0.00016357735,0.0024591908,0.99515975],"genre_scores_gemma":[0.0007803472,0.0008020862,0.00013759201,0.000005941717,0.000088296925,4.673014e-7,0.00001097957,0.00009176353,0.9980825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992651,7.330139e-7,0.000105761006,0.00028957793,0.000119969634,0.00021887037],"domain_scores_gemma":[0.99945843,0.000017529619,0.000028250179,0.00039381956,0.000028351813,0.00007359348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000018260549,0.00031917423,0.0002715949,0.00019789807,0.000054069747,0.00002325839,0.00028924536,0.00042727392,0.000003109475],"category_scores_gemma":[0.0000018855936,0.00036804678,0.00015053674,0.0000075190783,0.00013425457,0.00004883267,0.00021681211,0.00056217326,0.00006777226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038271255,6.1978665e-7,3.4802973e-8,0.00014685071,0.0001111883,0.00032184954,0.0000074603468,0.000041789408,0.0005422439,0.9495928,0.047325518,0.0019057672],"study_design_scores_gemma":[0.000088850415,0.000013719714,4.4651176e-7,0.00016625004,0.000089061556,0.0000101702935,0.0000141500495,0.00006881752,0.0027080614,0.00014553296,0.9963094,0.00038554368],"about_ca_topic_score_codex":0.000007933722,"about_ca_topic_score_gemma":9.979856e-7,"teacher_disagreement_score":0.94944733,"about_ca_system_score_codex":0.00018880401,"about_ca_system_score_gemma":0.000014896967,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null},{"id":"W4405490514","doi":"10.1109/sensors60989.2024.10784842","title":"A New Nonlinear Micromechanical Structure Used in MEMS Inertial Sensors","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Space Agency","keywords":"Microelectromechanical systems; Inertial frame of reference; Nonlinear system; Inertial measurement unit; Computer science; Materials science; Aerospace engineering; Engineering; Physics; Optoelectronics; Classical mechanics","score_opus":0.007132224143041599,"score_gpt":0.22920223582634427,"score_spread":0.22207001168330268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405490514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917098,0.00045435783,0.0050786524,0.00019978533,0.00045864115,0.00008283341,0.0000085856245,0.0017371903,0.00027014263],"genre_scores_gemma":[0.9644484,0.00008204557,0.034680117,0.00001710352,0.00015391389,0.0000025096842,0.000004634761,0.000037571364,0.0005737036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945384,0.0000010301553,0.00013446626,0.00015293986,0.000064712236,0.00019303049],"domain_scores_gemma":[0.9997978,0.00002339653,0.0000034757097,0.00013308966,0.000003828374,0.00003836992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018781993,0.00011956454,0.00012931848,0.000121676414,0.000007832189,0.000025808316,0.00009093732,0.00015113784,0.0001713314],"category_scores_gemma":[0.000013208983,0.00009642403,0.00003390564,0.00026946908,0.000010079452,0.000083459796,0.00003197526,0.00028881643,0.000031956348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002291013,0.0000021650767,0.000006969526,0.000025435802,0.000010793472,0.00004849246,0.000057228815,0.0021907869,0.9824698,0.00070485723,0.0012771708,0.013204031],"study_design_scores_gemma":[0.00025095098,0.000026755368,0.000057421224,0.00005179558,0.0000053756544,0.000023647815,0.00008952323,0.022627154,0.9344198,0.0028993462,0.03930867,0.0002395717],"about_ca_topic_score_codex":0.00004101154,"about_ca_topic_score_gemma":0.00026924867,"teacher_disagreement_score":0.04804999,"about_ca_system_score_codex":0.000040614123,"about_ca_system_score_gemma":0.000013967433,"threshold_uncertainty_score":0.3932058},"labels":[],"label_agreement":null},{"id":"W4405490826","doi":"10.1109/sensors60989.2024.10784820","title":"Characterization of Vibration Sensitivity of One-Port and Two-Port MEMS Microphones","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Port (circuit theory); Sensitivity (control systems); Microelectromechanical systems; Characterization (materials science); Vibration; Acoustics; Electrical engineering; Computer science; Electronic engineering; Engineering; Materials science; Physics; Optoelectronics; Nanotechnology","score_opus":0.008883638425898841,"score_gpt":0.21636433869185676,"score_spread":0.2074807002659579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405490826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579524,0.00010107269,0.041083816,0.000029781122,0.00012148807,0.00006611189,0.000009829441,0.00033130514,0.00030418474],"genre_scores_gemma":[0.99736094,0.00036216495,0.0021534536,0.0000031699203,0.000017800428,0.0000024387775,0.000014221261,0.00001071461,0.000075076416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996789,0.000001387286,0.0001371804,0.00007886647,0.00004766386,0.00005600719],"domain_scores_gemma":[0.9998562,0.00001631777,0.00001895825,0.000079211575,0.000020013964,0.000009329532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065981745,0.000058817863,0.000113146845,0.00006806717,0.000007667853,0.000005879903,0.000014408448,0.000043595755,0.000009654089],"category_scores_gemma":[0.000007374208,0.000054197943,0.0000157346,0.00010799799,0.000031490184,0.00014880802,0.000014880334,0.000043092143,0.000001176727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015436702,0.000005349701,0.00008568874,0.00013384417,0.000013514906,0.0000023191199,0.000051938296,0.000078211364,0.9884485,0.00048183431,0.0000068640857,0.010690404],"study_design_scores_gemma":[0.000039738596,0.000012992591,0.0057800184,0.000043717733,0.0000070067044,0.000005612558,0.000026661624,0.0028630253,0.9907508,0.00019330879,0.00022072307,0.000056403365],"about_ca_topic_score_codex":0.000015871947,"about_ca_topic_score_gemma":0.000020449108,"teacher_disagreement_score":0.03940855,"about_ca_system_score_codex":0.000006816446,"about_ca_system_score_gemma":0.0000052516225,"threshold_uncertainty_score":0.2210128},"labels":[],"label_agreement":null},{"id":"W4405521808","doi":"10.1109/uffc-js60046.2024.10793615","title":"Highly Efficient T-shaped Piezoelectric Micromachined Transducer","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Transducer; Piezoelectricity; PMUT; Acoustics; Materials science; Surface micromachining; Capacitive micromachined ultrasonic transducers; Computer science; Physics; Fabrication","score_opus":0.005596352524547923,"score_gpt":0.21213899441112619,"score_spread":0.20654264188657825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405521808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84124047,0.0064448263,0.13157636,0.00025652171,0.00061741454,0.00014825369,0.00000557234,0.0081297485,0.011580863],"genre_scores_gemma":[0.99606615,0.0002214337,0.002603909,0.000020387242,0.000039480467,0.000016556374,0.00000240157,0.00003462734,0.0009950718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943954,0.0000010966618,0.000112660266,0.0001540814,0.000067600886,0.00022500072],"domain_scores_gemma":[0.9998011,0.000028914748,0.0000028661598,0.00013182494,0.000006417627,0.000028895627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000320449,0.00012522018,0.00010157116,0.00014977626,0.000025411919,0.000030424279,0.000097648815,0.00007105209,0.00010783881],"category_scores_gemma":[0.0000046741393,0.00009831065,0.000054963144,0.00038504243,0.000017086511,0.00004170619,0.000009816291,0.00017051926,0.00016706274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016763296,0.0000089073255,5.3869576e-7,0.000054475604,0.000025115949,0.000019654484,0.0000641479,0.0022963416,0.89651173,0.0030500698,0.0012280113,0.09673935],"study_design_scores_gemma":[0.00024796915,0.00007127477,0.00007730709,0.000050339193,0.000026897686,0.00002852833,0.00004228457,0.3512734,0.5566164,0.0015724346,0.08954048,0.00045267816],"about_ca_topic_score_codex":0.0000046138334,"about_ca_topic_score_gemma":0.000004682645,"teacher_disagreement_score":0.34897703,"about_ca_system_score_codex":0.00004277095,"about_ca_system_score_gemma":0.000006886192,"threshold_uncertainty_score":0.4008992},"labels":[],"label_agreement":null},{"id":"W4405521925","doi":"10.1109/uffc-js60046.2024.10794141","title":"A MEMS Phase Comparator Using Three Air Coupled Triangular MEMS Resonators","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Microelectromechanical systems; Comparator; Resonator; Phase (matter); Electronic engineering; Materials science; Computer science; Electrical engineering; Optoelectronics; Physics; Engineering; Voltage","score_opus":0.03226578671539479,"score_gpt":0.3003996544767163,"score_spread":0.26813386776132153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405521925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90315425,0.007483118,0.082725786,0.000070107446,0.00081332994,0.00024471717,0.000012208742,0.0043106815,0.0011858115],"genre_scores_gemma":[0.9919822,0.00012501226,0.0074293595,0.000026268128,0.00012785396,0.00001924782,0.0000052090177,0.00006730472,0.00021751849],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907357,0.000001515887,0.0002337557,0.0002315544,0.00014959849,0.00030998996],"domain_scores_gemma":[0.9995623,0.000052505104,0.000013204756,0.00028478753,0.000019599602,0.00006758566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009858547,0.0002087583,0.0002586196,0.0001712918,0.00005339517,0.00004448651,0.00015977956,0.00013094557,0.0001382968],"category_scores_gemma":[0.000021282398,0.00017548588,0.00008944807,0.0004218855,0.000056000536,0.0001992868,0.000041396353,0.00023752151,0.000074746065],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027867198,0.00005322775,0.000008589464,0.00017423792,0.00019101988,0.00020679206,0.00012673986,0.011941226,0.95777357,0.0084997155,0.0060114167,0.014985619],"study_design_scores_gemma":[0.00129221,0.00008415052,0.000013931336,0.00013122904,0.000052365293,0.000037246697,0.00026002547,0.5415085,0.33035636,0.0061067617,0.119625494,0.00053174974],"about_ca_topic_score_codex":0.000030864536,"about_ca_topic_score_gemma":0.00004739878,"teacher_disagreement_score":0.6274172,"about_ca_system_score_codex":0.00010072327,"about_ca_system_score_gemma":0.000021850723,"threshold_uncertainty_score":0.7156106},"labels":[],"label_agreement":null},{"id":"W4405632552","doi":"10.1109/jssc.2024.3514745","title":"A 26-GΩ Input-Impedance 112-dB Dynamic-Range Two-Step Direct-Conversion Front-End With Improved Δ-Modulation for Wearable Biopotential Acquisition","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Solid-State Circuits","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Omega; Electrical impedance; Modulation (music); Front (military); Wearable computer; Front and back ends; Materials science; Electronic engineering; Electrical engineering; Computer science; Optoelectronics; Acoustics; Physics; Engineering; Embedded system; Mechanical engineering","score_opus":0.008083572799995213,"score_gpt":0.244087693077676,"score_spread":0.23600412027768078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405632552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7071407,0.002643743,0.28711593,0.00009896887,0.0019142794,0.00037315284,0.00009305529,0.0005117735,0.00010839983],"genre_scores_gemma":[0.99534845,0.0011687587,0.0028260858,0.00002106372,0.00027798707,0.000021229145,0.000006391873,0.00010306206,0.00022699583],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854726,0.000010839074,0.00048947934,0.00025644008,0.00026692078,0.00042903624],"domain_scores_gemma":[0.99924403,0.000073728224,0.00018895816,0.00019612045,0.00019475643,0.00010237798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022069347,0.0002783911,0.00039855932,0.00034148968,0.00010946375,0.00009509303,0.00019201706,0.00013604575,0.000014348302],"category_scores_gemma":[0.000018934408,0.00023987578,0.00016149087,0.00023968786,0.00006725945,0.00091546355,0.000015741518,0.000368841,0.000014862048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011182031,0.00003110113,0.000013759618,0.00037596285,0.00019422149,0.0000852998,0.00032819333,0.03926447,0.88209486,0.0000103893335,0.00039579652,0.07709411],"study_design_scores_gemma":[0.0042362725,0.0010497399,0.0009775277,0.0019034435,0.00026934381,0.0003536693,0.0003666819,0.5375504,0.44544163,0.002254419,0.00469272,0.0009041706],"about_ca_topic_score_codex":0.000011531049,"about_ca_topic_score_gemma":0.000045649722,"teacher_disagreement_score":0.49828592,"about_ca_system_score_codex":0.00031121267,"about_ca_system_score_gemma":0.000059977687,"threshold_uncertainty_score":0.97818506},"labels":[],"label_agreement":null},{"id":"W4405642454","doi":"10.1117/1.jom.5.1.014001","title":"Design regime of electrostatic actuators for optical microsystems","year":2024,"lang":"en","type":"article","venue":"Journal of Optical Microsystems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microsystem; Actuator; Mechanical engineering; Materials science; Control engineering; Engineering; Computer science; Nanotechnology; Electrical engineering","score_opus":0.014671125388351086,"score_gpt":0.2554131965977925,"score_spread":0.2407420712094414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405642454","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.356954,0.010206396,0.6299222,0.00016932296,0.0017579322,0.0005587852,0.00002233271,0.00024808518,0.00016091223],"genre_scores_gemma":[0.93207425,0.00036401473,0.0670811,0.000006605589,0.00026878185,0.000019907628,0.0000012936055,0.00007802047,0.000106003754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980893,0.000011689933,0.0010468342,0.00017375352,0.00023862127,0.00043978178],"domain_scores_gemma":[0.9986413,0.0006793071,0.00014983176,0.0002125659,0.00018857387,0.00012841972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050027046,0.00024984966,0.0006942692,0.00027128312,0.00003785202,0.000096693606,0.00029738699,0.00023599685,0.000004525689],"category_scores_gemma":[0.00020700067,0.00019379589,0.00027715747,0.00028705708,0.00010276149,0.00022973037,0.000024765055,0.00042332156,0.000011381273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006511865,0.00002962156,0.0000031127645,0.0011357847,0.0002021708,0.00005490887,0.00010812566,0.0009123335,0.9876424,0.0030503685,0.0027538722,0.00404215],"study_design_scores_gemma":[0.00054199476,0.0007594487,0.000008095861,0.0012420058,0.00011538374,0.0009023529,0.00022789936,0.00489869,0.9776293,0.0012696123,0.012139495,0.0002656973],"about_ca_topic_score_codex":0.0000011429704,"about_ca_topic_score_gemma":7.098185e-7,"teacher_disagreement_score":0.5751203,"about_ca_system_score_codex":0.00018669879,"about_ca_system_score_gemma":0.000090849244,"threshold_uncertainty_score":0.79027665},"labels":[],"label_agreement":null},{"id":"W4405755083","doi":"10.1109/epecs62845.2024.10805528","title":"Characterization of Thermally Driven V -shaped MEMS Actuator Using an Alternate Nonlinear RC Model","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Microelectromechanical systems; Characterization (materials science); Nonlinear system; Nonlinear model; Materials science; Control theory (sociology); Electronic engineering; Computer science; Engineering; Optoelectronics; Physics; Electrical engineering; Nanotechnology; Artificial intelligence","score_opus":0.024829916458606112,"score_gpt":0.2608154114004375,"score_spread":0.2359854949418314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405755083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8332583,0.000028936438,0.16540393,0.000012423257,0.000116178424,0.000070618386,0.000018746567,0.0008513456,0.00023957339],"genre_scores_gemma":[0.97432166,0.00015917791,0.025298495,0.0000110520905,0.000051112373,0.0000042815836,0.000017313454,0.000040390903,0.00009650008],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995315,0.0000011335179,0.00014613837,0.00012053666,0.00007452553,0.00012617046],"domain_scores_gemma":[0.9997799,0.0000062700365,0.000016309037,0.00015226012,0.000020535088,0.000024753634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027421424,0.00010340212,0.00011394204,0.000082478065,0.000015920547,0.00002189005,0.000107937194,0.00007023357,0.000026508495],"category_scores_gemma":[0.0000035988896,0.00008777503,0.000030930285,0.00009674274,0.00001849748,0.0003518564,0.00002721654,0.00008844655,0.0000054201714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017676282,0.000008056072,0.0000022235058,0.000038674327,0.00001739758,0.0000026501523,0.00009447628,0.0495295,0.9447086,0.00030775464,7.590311e-7,0.005288143],"study_design_scores_gemma":[0.000035105917,0.000009619632,0.000012769743,0.000024739107,0.0000055114747,0.0000014909789,0.000012300469,0.61984605,0.37969455,0.000189848,0.00010087148,0.00006712779],"about_ca_topic_score_codex":0.0000055450214,"about_ca_topic_score_gemma":0.0000049036953,"teacher_disagreement_score":0.57031655,"about_ca_system_score_codex":0.000024644178,"about_ca_system_score_gemma":0.000012301548,"threshold_uncertainty_score":0.35793617},"labels":[],"label_agreement":null},{"id":"W4406469556","doi":"10.1016/0967-0653(94)93639-0","title":"10.1016/0967-0653(94)93639-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0046222749012650236,"score_gpt":0.16126530880731138,"score_spread":0.15664303390604636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406469556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018120807,0.00022226718,0.00001122749,0.000059244754,0.000002606414,0.00010389581,0.000008229074,0.0017069512,0.9960735],"genre_scores_gemma":[0.00028130115,0.0000032078722,0.0009545523,0.000008439666,0.000062371284,0.000023593118,0.0000049758555,0.000036133144,0.9986254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999404,0.0000016937294,0.00011530931,0.00013781418,0.000080077836,0.00026108563],"domain_scores_gemma":[0.9996276,0.000017698729,0.0000071385143,0.00027294023,0.000011382097,0.00006322088],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003139765,0.00013284157,0.00013509546,0.00006116087,0.000037357237,0.00001572884,0.00017677058,0.00008411399,0.9809902],"category_scores_gemma":[0.000015079221,0.00013104324,0.00003627397,0.00017192563,0.000022696291,0.00009234636,0.000025435915,0.00012951708,0.99010277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067463748,0.000007589438,5.9888374e-9,0.000006449929,0.000009555701,0.0000052632845,0.0000060473453,0.002556287,0.0015393766,0.0000020330044,0.11300741,0.8828532],"study_design_scores_gemma":[0.00009854406,0.0000442818,0.0000046755194,0.000013244785,0.000004726163,0.0000046936184,0.0000012206118,0.0002712963,0.005980316,0.000050476818,0.9933484,0.00017811716],"about_ca_topic_score_codex":0.0000032179234,"about_ca_topic_score_gemma":1.6831741e-7,"teacher_disagreement_score":0.8826751,"about_ca_system_score_codex":0.00003207026,"about_ca_system_score_gemma":0.0000035221537,"threshold_uncertainty_score":0.5343788},"labels":[],"label_agreement":null},{"id":"W4406533603","doi":"10.1016/0967-0653(94)93464-9","title":"10.1016/0967-0653(94)93464-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Differential (mechanical device); Function (biology); Biology; Physics; Cell biology; Thermodynamics","score_opus":0.004603470342325671,"score_gpt":0.16107501063358404,"score_spread":0.15647154029125837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406533603","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015048546,0.0002842254,0.000010435491,0.000057078098,0.0000024919627,0.0001016053,0.000007905352,0.0017232698,0.99630815],"genre_scores_gemma":[0.00025429568,0.0000032424373,0.00094991486,0.000008303196,0.000061441926,0.000022722264,0.000004785,0.000036253718,0.998659],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994107,0.0000016491567,0.00011383231,0.00013670938,0.000079381134,0.00025776596],"domain_scores_gemma":[0.99962956,0.000017463339,0.0000070393694,0.00027021262,0.000011331853,0.00006441859],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000030952768,0.00013172718,0.00013319227,0.00005836419,0.00003696063,0.000015584395,0.00017554255,0.000083515486,0.980881],"category_scores_gemma":[0.000015334703,0.00013013238,0.000036038,0.00016554625,0.000022142409,0.00008795455,0.000024395118,0.00012808971,0.98953116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064783335,0.0000071479653,4.98435e-9,0.0000062112285,0.000008882702,0.000004928039,0.0000053140584,0.0023715543,0.001618038,0.0000014911898,0.11544733,0.8805226],"study_design_scores_gemma":[0.00010008268,0.000043048018,0.000004420376,0.000013244207,0.0000046900636,0.000004702096,9.758128e-7,0.00028063316,0.0061621508,0.000062295534,0.99314696,0.00017678652],"about_ca_topic_score_codex":0.0000025797067,"about_ca_topic_score_gemma":1.671466e-7,"teacher_disagreement_score":0.8803458,"about_ca_system_score_codex":0.00003196349,"about_ca_system_score_gemma":0.0000035991966,"threshold_uncertainty_score":0.53066444},"labels":[],"label_agreement":null},{"id":"W4406672273","doi":"10.1016/b978-0-08-051341-6.50009-3","title":"10.1016/b978-0-08-051341-6.50009-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Square wave; Square (algebra); Physics; Mathematics; Quantum mechanics; Geometry","score_opus":0.006438459682797376,"score_gpt":0.16146584403519285,"score_spread":0.15502738435239546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406672273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026617297,0.001064426,0.0000070968317,0.00003219328,0.000008597033,0.00027450253,0.0000853133,0.0024471867,0.996078],"genre_scores_gemma":[0.0000013321065,0.00001782689,0.0005585867,0.00001025806,0.00021232577,0.000028210994,0.000045353474,0.00021242743,0.9989137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875164,0.0000012033701,0.00029552623,0.00035698255,0.00019470372,0.0003999481],"domain_scores_gemma":[0.99912506,0.000034025656,0.00004231154,0.0006485631,0.000030478835,0.00011954297],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000039327257,0.000504035,0.0004885338,0.0002617386,0.000053327058,0.000029537694,0.00039090507,0.000549249,0.9848488],"category_scores_gemma":[0.000011965758,0.0005297351,0.00014545055,0.00005284132,0.00006270328,0.00008180271,0.000095290154,0.00054921076,0.99076813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012705283,0.000004360161,3.1452388e-10,0.000029482026,0.00006015404,0.000029641105,0.0000033709175,0.00064810895,0.00022148991,0.00010800235,0.14638671,0.85249597],"study_design_scores_gemma":[0.00011540901,0.000080868085,1.7979274e-7,0.00014334831,0.000033588556,0.000012300174,2.7378834e-7,0.000034395896,0.00052829663,0.0012539852,0.99717975,0.00061758875],"about_ca_topic_score_codex":0.0000020600896,"about_ca_topic_score_gemma":3.0417436e-7,"teacher_disagreement_score":0.8518784,"about_ca_system_score_codex":0.00010749807,"about_ca_system_score_gemma":0.000015050393,"threshold_uncertainty_score":0.99971545},"labels":[],"label_agreement":null},{"id":"W4406804851","doi":"10.1142/s3082805825500013","title":"A spheroidal dielectric compressible liquid inclusion in an infinite transversely isotropic piezoelectric matrix","year":2025,"lang":"en","type":"article","venue":"Nano Micro Mechanics Review","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse isotropy; Piezoelectricity; Dielectric; Materials science; Compressibility; Composite material; Matrix (chemical analysis); Inclusion (mineral); Isotropy; Mechanics; Physics; Geology; Mineralogy; Optics","score_opus":0.01000641745638751,"score_gpt":0.26865622928827204,"score_spread":0.2586498118318845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406804851","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12631333,0.80878454,0.060124125,0.00028269115,0.00044911954,0.0015311525,0.000013024121,0.0013218146,0.0011801831],"genre_scores_gemma":[0.4428625,0.55110466,0.0050985576,0.0005097292,0.000023029348,0.00013562564,0.000019895526,0.000062639054,0.0001833489],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847263,0.000037904727,0.00052193145,0.0003338191,0.0001577893,0.00047589722],"domain_scores_gemma":[0.9993291,0.00005157454,0.00006309734,0.00045103606,0.000053219137,0.00005197246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025171653,0.00030509548,0.00058931025,0.00040173918,0.00014431092,0.000021028382,0.00052740343,0.00023203713,0.00004294598],"category_scores_gemma":[0.000050939056,0.00029642374,0.00011423806,0.002220295,0.000011518861,0.000198482,0.00027326946,0.00055638404,0.000024963769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023890136,0.000060610448,0.0000016372475,0.0022265571,0.000018809533,0.000013095651,0.000037958198,0.00028980317,0.8400544,0.0026811084,0.00046322533,0.15412891],"study_design_scores_gemma":[0.0020348546,0.0008571784,0.0000086635755,0.0096377395,0.0002020041,0.00002810301,0.000038835376,0.0127321305,0.6797639,0.010386077,0.28304502,0.0012654584],"about_ca_topic_score_codex":0.000010080392,"about_ca_topic_score_gemma":0.00009175957,"teacher_disagreement_score":0.31654918,"about_ca_system_score_codex":0.00020905696,"about_ca_system_score_gemma":0.00006046649,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W4407871937","doi":"10.1007/978-981-96-1078-5_4","title":"Two-Dimensional DFT","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","score_opus":0.010874944526232942,"score_gpt":0.21714275670357525,"score_spread":0.2062678121773423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407871937","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003607796,0.0039825356,0.000059546554,0.00004624184,0.0006665569,0.00006368201,0.0000149381585,0.0030200002,0.99211043],"genre_scores_gemma":[0.0005684472,0.00027744684,0.0034392595,0.000030905205,0.00014059467,0.0000051940865,0.000012116206,0.00009796603,0.9954281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994919,6.8717945e-8,0.00012038251,0.00016461867,0.000094698924,0.00012836803],"domain_scores_gemma":[0.999732,0.000015588605,0.000008552281,0.00020655998,0.0000112742855,0.00002601001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013300816,0.00021260686,0.00017170871,0.000105253406,0.0000133600315,0.000010858479,0.00008685376,0.00022217131,0.0009088234],"category_scores_gemma":[0.0000015505105,0.0001780651,0.00007800097,0.000011992709,0.000034393313,0.000027747341,0.0000711721,0.0003852958,0.0017797733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.104582e-7,8.5822063e-7,1.18901635e-8,0.000062320876,0.000074307485,0.000077900244,0.0000026591204,0.0015077246,0.003778064,0.9469049,0.032865055,0.0147254625],"study_design_scores_gemma":[0.0000384397,0.000008725055,1.4253565e-7,0.0001018756,0.000015754504,0.000012890904,0.0000014892724,0.0001743982,0.0028930476,0.28237662,0.714144,0.00023260519],"about_ca_topic_score_codex":0.000001184843,"about_ca_topic_score_gemma":0.000009958699,"teacher_disagreement_score":0.68127894,"about_ca_system_score_codex":0.0000396203,"about_ca_system_score_gemma":0.0000056970243,"threshold_uncertainty_score":0.99899745},"labels":[],"label_agreement":null},{"id":"W4408288333","doi":"10.3390/s25061719","title":"Resonant Drive Techniques for Electrostatic Microelectromechanical Systems (MEMS): A Comparative Study","year":2025,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectromechanical systems; Voltage; Amplifier; Coupling (piping); Power (physics); Electronic engineering; Electronic circuit; High voltage; Modulation (music); SIGNAL (programming language); Electrical engineering; Engineering; Materials science; Computer science; Optoelectronics; Physics; Acoustics; CMOS; Mechanical engineering","score_opus":0.012886002273946219,"score_gpt":0.28562510026123766,"score_spread":0.27273909798729146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408288333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97752607,0.00076349906,0.017534764,0.000057794357,0.00018578774,0.001833634,0.00001683448,0.0016091773,0.00047243934],"genre_scores_gemma":[0.9952074,0.00008873967,0.0037985514,0.000014098562,0.000026483222,0.00043758168,0.00000450865,0.000023870305,0.00039870787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990735,0.000010381519,0.0002473354,0.00023549568,0.00007881166,0.0003544868],"domain_scores_gemma":[0.9995032,0.00014027426,0.000030212595,0.00024215253,0.00005978404,0.00002437622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009440199,0.0001897084,0.00035012607,0.00016641509,0.00008318521,0.00002737793,0.00014898097,0.00009432712,7.948869e-7],"category_scores_gemma":[0.000030084342,0.000169552,0.000054237833,0.00029566497,0.000034877605,0.000037884252,0.000028174587,0.00020732745,0.0000036809097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073057476,0.00013178562,0.000023579776,0.00013502828,0.00021989067,0.0000129985265,0.00056375045,0.0007048436,0.98232347,0.0065506827,0.00398426,0.0052766297],"study_design_scores_gemma":[0.0006526943,0.0009515753,0.00008680076,0.00011931422,0.000057454046,0.00000927396,0.0053356225,0.012453279,0.9495944,0.0036641574,0.026701516,0.00037394068],"about_ca_topic_score_codex":0.000011059789,"about_ca_topic_score_gemma":0.000025944797,"teacher_disagreement_score":0.032729123,"about_ca_system_score_codex":0.00011779473,"about_ca_system_score_gemma":0.000016190777,"threshold_uncertainty_score":0.69141304},"labels":[],"label_agreement":null},{"id":"W4408610127","doi":"10.1109/mems61431.2025.10918197","title":"Geometrically Modified Silicon Resonators With Sub-PPM Linear Temperature Coefficient Of Frequency","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Temperature coefficient; Resonator; Silicon; Materials science; Temperature measurement; Coupling coefficient of resonators; Optoelectronics; Acoustics; Composite material; Physics; Thermodynamics","score_opus":0.005369491456696503,"score_gpt":0.21271615635532082,"score_spread":0.20734666489862433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408610127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98504525,0.0009712173,0.0053045074,0.00008931371,0.00010579913,0.0001496175,0.0000068890818,0.00068485225,0.0076425653],"genre_scores_gemma":[0.9939853,0.00023506545,0.0049404693,0.00003231653,0.000008462295,0.000013325042,0.000002221225,0.000014737525,0.00076811743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932325,0.0000021216888,0.00018231999,0.00015488523,0.00013533141,0.00020206728],"domain_scores_gemma":[0.99953115,0.000067674206,0.00002307766,0.00026868956,0.00008107213,0.000028348288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005407785,0.00013240382,0.00020072088,0.00031169844,0.00002775403,0.0000076945225,0.00015419198,0.00016535832,0.00001052918],"category_scores_gemma":[0.00009586122,0.0000956685,0.0000345298,0.0011766715,0.000041856212,0.000046113553,0.00003171361,0.00023260844,0.0000030315136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025852914,0.00006899813,0.0005551619,0.00013441539,0.00008780894,0.000011423897,0.000029665618,0.06821295,0.9063985,0.018450027,0.001594524,0.0044307103],"study_design_scores_gemma":[0.0003598407,0.00009137682,0.0012165783,0.00006319418,0.0000121884805,0.0000011303712,0.00007934325,0.0015560214,0.99424064,0.0005660931,0.0016547871,0.00015883325],"about_ca_topic_score_codex":0.000016203641,"about_ca_topic_score_gemma":0.000018618355,"teacher_disagreement_score":0.08784215,"about_ca_system_score_codex":0.00006874934,"about_ca_system_score_gemma":0.00002220929,"threshold_uncertainty_score":0.39012486},"labels":[],"label_agreement":null},{"id":"W4409952791","doi":"10.1002/adma.202570130","title":"Crossing the Dimensional Divide with Optoelectronic Tweezers: Multicomponent Light‐Driven Micromachines with Motion Transfer in Three Dimensions (Adv. Mater. 17/2025)","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Tweezers; Optical tweezers; Optoelectronics; Nanotechnology; Motion (physics); Optics; Classical mechanics; Physics","score_opus":0.006188207201584572,"score_gpt":0.2263088912080607,"score_spread":0.2201206840064761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409952791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864758,0.00066811487,0.010959539,0.00043166897,0.0002486549,0.0006107181,0.000022473858,0.00051454915,0.00006844255],"genre_scores_gemma":[0.9928923,0.00011568343,0.006581363,0.000061260034,0.000022850365,0.00018599031,0.000019030229,0.000052750976,0.000068735535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858904,0.000017402612,0.0003519871,0.00035405415,0.00018123277,0.0005063044],"domain_scores_gemma":[0.9993963,0.00008302468,0.000039180894,0.00039694604,0.000051083858,0.000033457334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115705916,0.00035046448,0.00040203714,0.00014981798,0.0002525255,0.000103834005,0.00021844279,0.00010301319,0.000020668744],"category_scores_gemma":[0.000014921863,0.00021301316,0.00003577947,0.00028083925,0.0001655353,0.00030972128,0.000064870444,0.00020678996,0.000006022674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016739691,0.000039219995,0.00014155135,0.00006430169,0.00005449498,0.0000149323905,0.00008583689,0.05426464,0.94351375,0.0005593666,0.000015648222,0.0010788462],"study_design_scores_gemma":[0.0013534572,0.000099720535,0.005706757,0.0005537837,0.000041313557,0.0000137479265,0.000050886945,0.0002808699,0.98853564,0.0020736095,0.00096864667,0.00032155795],"about_ca_topic_score_codex":0.000040904422,"about_ca_topic_score_gemma":0.0005121212,"teacher_disagreement_score":0.053983767,"about_ca_system_score_codex":0.00016727595,"about_ca_system_score_gemma":0.000035858546,"threshold_uncertainty_score":0.8686425},"labels":[],"label_agreement":null},{"id":"W4410985560","doi":"10.1109/tsp.2025.3575919","title":"Unlabeled Compressed Sensing From Multiple Measurement Vectors","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Signal Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compressed sensing; Computer science; Signal processing; Pattern recognition (psychology); Artificial intelligence; Algorithm; Mathematics; Telecommunications; Radar","score_opus":0.021622065795458986,"score_gpt":0.22962070740788487,"score_spread":0.20799864161242587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410985560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0851389,0.00057261676,0.9121667,0.000057170862,0.00030931507,0.00013639533,0.000009439947,0.0012372915,0.0003721412],"genre_scores_gemma":[0.9915413,0.000030987445,0.008280784,0.000044211873,0.000021719892,0.0000138735195,0.0000012387326,0.00002952557,0.00003631507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990829,0.000007550859,0.00022375888,0.00022947669,0.00021357309,0.00024270632],"domain_scores_gemma":[0.9996138,0.000076299475,0.000027902748,0.00016075667,0.0000839953,0.00003720834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064072505,0.00019939602,0.00020437103,0.00018089458,0.00023994819,0.000053918342,0.000111483285,0.00011585895,0.000016377655],"category_scores_gemma":[0.0000050803164,0.00020089028,0.000060578437,0.0003548261,0.000070754744,0.0001624997,0.0000010706806,0.00034497018,0.000008987765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022830343,0.000030308254,0.000002444415,0.000053045867,0.00004896324,0.0000029423536,0.000062855404,0.15795152,0.5792323,0.0000016820338,0.000037906055,0.26255322],"study_design_scores_gemma":[0.00049151503,0.000015843134,0.000029455477,0.00036295067,0.00003908006,6.508336e-7,0.00018193378,0.14021264,0.8574966,0.00036913282,0.0006111826,0.00018899387],"about_ca_topic_score_codex":0.000041476025,"about_ca_topic_score_gemma":0.000098444594,"teacher_disagreement_score":0.90640247,"about_ca_system_score_codex":0.00016685357,"about_ca_system_score_gemma":0.000036304107,"threshold_uncertainty_score":0.8192068},"labels":[],"label_agreement":null},{"id":"W4412129218","doi":"10.1109/taslpro.2025.3587398","title":"Study and Design of Robust Differential Beamformers for Maximum Front-to-Back Ratio","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Audio Speech and Language Processing","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"China Association for Science and Technology","keywords":"Computer science; Front (military); Differential (mechanical device); Signal-to-noise ratio (imaging); Speech recognition; Control theory (sociology); Acoustics; Artificial intelligence; Engineering; Physics; Telecommunications; Mechanical engineering","score_opus":0.0152965017017803,"score_gpt":0.254431070323308,"score_spread":0.23913456862152768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412129218","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21618575,0.0004611206,0.78260005,0.000022933355,0.00008564711,0.00045112206,0.000010162522,0.00012661128,0.000056611687],"genre_scores_gemma":[0.9525598,0.000075243224,0.04694291,0.000017489523,0.000010387908,0.00007223871,7.911044e-7,0.000017150729,0.00030395092],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994572,0.0000051331363,0.00015388052,0.00016683538,0.000058081212,0.00015886147],"domain_scores_gemma":[0.99977535,0.0000498455,0.000021878053,0.00009558382,0.000023623263,0.000033733784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006886346,0.00013384197,0.00018867142,0.00016975834,0.000110964196,0.00003198546,0.000055618042,0.0000627261,0.000010875617],"category_scores_gemma":[0.00000766341,0.00012161626,0.000023644621,0.00013039964,0.00003566812,0.000103421524,0.0000015025126,0.000111474605,7.27962e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009619761,0.00009243908,0.0000059155036,0.00031133884,0.00006495437,0.0000025806478,0.0016085523,0.021871649,0.14920251,0.0000011295285,0.000050131486,0.8266926],"study_design_scores_gemma":[0.0016622583,0.0003921754,0.0001470897,0.00026507233,0.00013669621,0.000006632096,0.008427533,0.024019087,0.9644057,0.00013160895,0.00008338303,0.0003227755],"about_ca_topic_score_codex":0.000009536706,"about_ca_topic_score_gemma":0.000059614293,"teacher_disagreement_score":0.8263698,"about_ca_system_score_codex":0.00002107475,"about_ca_system_score_gemma":0.000013682251,"threshold_uncertainty_score":0.49593672},"labels":[],"label_agreement":null},{"id":"W4412149378","doi":"10.1088/1361-6439/aded9a","title":"Design and analysis of a dual-actuator force-balanced MEMS pressure sensor","year":2025,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Metropolitan University","funders":"","keywords":"Microelectromechanical systems; Actuator; Dual (grammatical number); Pressure sensor; Mechanical engineering; Engineering; Materials science; Electronic engineering; Acoustics; Electrical engineering; Nanotechnology; Physics","score_opus":0.005400000976816632,"score_gpt":0.20322977801954517,"score_spread":0.19782977704272853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412149378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65092754,0.009774833,0.33896655,0.000027286407,0.00015247236,0.00008356075,0.000010521665,0.000049761573,0.000007445999],"genre_scores_gemma":[0.94185185,0.006997239,0.051016446,0.000012505648,0.000015393707,0.0000026462897,0.0000010262823,0.000023082692,0.00007981844],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992689,0.000003514889,0.0003757487,0.00010560873,0.000066632885,0.00017960746],"domain_scores_gemma":[0.9995796,0.00006798179,0.00010815763,0.00012437275,0.00007375498,0.000046140547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001701028,0.00016114529,0.00049466465,0.00059777737,0.000026520755,0.000020875215,0.00008841645,0.0001033592,0.0000028172178],"category_scores_gemma":[0.0000301972,0.00014714462,0.00009026423,0.00044281757,0.000018914692,0.0000934138,0.000045895136,0.00019681829,6.562997e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001602189,0.000007387529,0.000006902889,0.00014869768,0.0010179981,0.000008248177,0.00008720641,0.026611524,0.9689261,0.00013711004,0.00006437264,0.0029684545],"study_design_scores_gemma":[0.0005689392,0.00008828155,0.00017787944,0.00021361919,0.00092882605,0.00006371659,0.00015718944,0.056739107,0.93822277,0.00034489,0.002307134,0.00018765476],"about_ca_topic_score_codex":0.0000010289508,"about_ca_topic_score_gemma":5.6856896e-7,"teacher_disagreement_score":0.29092428,"about_ca_system_score_codex":0.000021278734,"about_ca_system_score_gemma":0.0000114746035,"threshold_uncertainty_score":0.60003835},"labels":[],"label_agreement":null},{"id":"W4413683092","doi":"10.3390/mi16090977","title":"Push–Push Electrothermal MEMS Actuators with Si-to-Si Contact for DC Power Switching Applications","year":2025,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Microelectromechanical systems; Actuator; Materials science; Power (physics); Electrical engineering; Optoelectronics; Mechanical engineering; Engineering; Physics","score_opus":0.0031116614141373585,"score_gpt":0.22852177938826415,"score_spread":0.2254101179741268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413683092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70604515,0.0005679676,0.29028636,0.00029296614,0.0000922559,0.00078007113,0.000021845706,0.00089233066,0.0010210205],"genre_scores_gemma":[0.9855716,0.000027812772,0.013139552,0.00018599971,0.000042094493,0.0006268494,0.000011559491,0.000056931593,0.00033756005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991729,0.0000020549562,0.00017675354,0.0002500175,0.00005793321,0.00034031135],"domain_scores_gemma":[0.9995127,0.000071210685,0.000029295687,0.00030750022,0.0000355493,0.000043745888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050594583,0.00023169215,0.00023388637,0.00016690217,0.00013876609,0.000041253137,0.00024461237,0.00009431403,0.000010208158],"category_scores_gemma":[0.0000191369,0.00018852745,0.00006183978,0.0002940628,0.000017477452,0.00010233829,0.000036134425,0.00018053746,0.000010612919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029571434,0.000023186312,0.00018558114,0.000048480197,0.00007730842,9.837362e-7,0.000098982884,0.00021934697,0.9671062,0.0015997034,0.0007456773,0.029864956],"study_design_scores_gemma":[0.0009452269,0.00017037486,0.0025275885,0.00011036017,0.000051750245,0.000011166831,0.00019765853,0.0004063761,0.8234446,0.0027063752,0.1688711,0.00055741926],"about_ca_topic_score_codex":0.00002894978,"about_ca_topic_score_gemma":0.00012959537,"teacher_disagreement_score":0.27952647,"about_ca_system_score_codex":0.000062550396,"about_ca_system_score_gemma":0.000021171149,"threshold_uncertainty_score":0.7687926},"labels":[],"label_agreement":null},{"id":"W4414116781","doi":"10.1109/jsen.2025.3606804","title":"Tunable Negative-Stiffness Nonlinear Microspring Design for High-Performance MEMS Inertial Sensors","year":2025,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Space Agency; CMC Microsystems","keywords":"Proof mass; Nonlinear system; Stiffness; Microelectromechanical systems; Capacitive sensing; Finite element method; Accelerometer; Microfabrication; Displacement (psychology)","score_opus":0.014983595716930859,"score_gpt":0.24233212629863926,"score_spread":0.2273485305817084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414116781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94797444,0.00019689395,0.048708044,0.00011668131,0.0020895586,0.00027661576,0.000010771684,0.0004544989,0.00017249022],"genre_scores_gemma":[0.9316893,0.0006637128,0.066048324,0.000036955214,0.0004371833,0.00002255515,0.0000013122593,0.00006311498,0.0010375001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986252,0.000010421241,0.0004289208,0.00021756164,0.00014793315,0.0005699247],"domain_scores_gemma":[0.99926096,0.00019029556,0.00008938099,0.0002278627,0.00015271943,0.00007875141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022798621,0.00028597593,0.00035188056,0.00027702146,0.00033340478,0.0000919937,0.00026590642,0.00018651011,0.000011413888],"category_scores_gemma":[0.00012906254,0.00026226445,0.0000907341,0.0003311306,0.000090130205,0.00029607472,0.000027637656,0.0005737472,0.000012954494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007624711,0.0000149945345,0.00001438311,0.000067847766,0.00007041142,0.00001599639,0.000058330705,0.42984733,0.56025165,0.00002587764,0.0013632242,0.008193715],"study_design_scores_gemma":[0.0010847632,0.000059896687,0.00031566576,0.00017288845,0.000032853826,0.000061234285,0.00011884109,0.0488745,0.94387877,0.00060650683,0.004487302,0.0003067825],"about_ca_topic_score_codex":0.0000069197254,"about_ca_topic_score_gemma":0.000002564043,"teacher_disagreement_score":0.38362712,"about_ca_system_score_codex":0.00015584954,"about_ca_system_score_gemma":0.000047924186,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W4414410575","doi":"10.1364/josaa.573744","title":"Time-domain modeling of finite coherence in resonance-based spectroscopic sensing","year":2025,"lang":"en","type":"article","venue":"Journal of the Optical Society of America A","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coherence (philosophical gambling strategy); Resonator; Optical cavity; Spectroscopy; Coherence time; Laser; Bandwidth (computing); Coherence theory","score_opus":0.007700263954702936,"score_gpt":0.23111607780801732,"score_spread":0.22341581385331438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414410575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79141,0.0011097426,0.20518547,0.0012015984,0.0000982208,0.000086849956,0.0000016915952,0.000027866125,0.0008784987],"genre_scores_gemma":[0.75480396,0.00022652304,0.24484049,0.000080251106,0.000012941381,3.8703493e-7,6.649349e-8,0.0000075020257,0.000027877011],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992732,0.000007991656,0.00037176436,0.000057695917,0.00014597,0.00014341058],"domain_scores_gemma":[0.99950004,0.00016741248,0.000118898635,0.00014158097,0.000054661785,0.000017424689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013897143,0.000081228674,0.00030492718,0.000037439073,0.000021334583,0.000003869599,0.00018861538,0.000064127526,0.0000043883147],"category_scores_gemma":[0.00011439952,0.000059117407,0.0001939107,0.00036534818,0.00022021051,0.000041761825,0.00004115618,0.0003330172,3.9049732e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003165573,0.000041098847,0.00006806445,0.00009276168,0.000042928947,0.0000018712975,0.0001877399,0.6261133,0.36384055,0.000053752156,0.0003759974,0.009150274],"study_design_scores_gemma":[0.0005980231,0.00010571794,0.0002331086,0.00097372284,0.000022897773,0.0000019727509,0.00069006736,0.86676025,0.12538674,0.004595495,0.00053537125,0.0000966223],"about_ca_topic_score_codex":0.0000057884545,"about_ca_topic_score_gemma":4.296991e-7,"teacher_disagreement_score":0.24064696,"about_ca_system_score_codex":0.000077576515,"about_ca_system_score_gemma":0.000049797905,"threshold_uncertainty_score":0.24107379},"labels":[],"label_agreement":null},{"id":"W4414604797","doi":"10.1109/aim64088.2025.11175735","title":"Vibration Analysis of FG Nanoscale Mass Sensors with Multiple Attached Mass-Spring Systems","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Timoshenko beam theory; Vibration; Beam (structure); Nanoscopic scale; Natural frequency; Finite element method; Normal mode","score_opus":0.006756418636701675,"score_gpt":0.2164858832164844,"score_spread":0.20972946457978273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414604797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63601786,0.00014357812,0.36058393,0.000018584404,0.00007466471,0.000113606606,0.000004589748,0.0005538947,0.0024893016],"genre_scores_gemma":[0.98055506,0.0000386718,0.018844187,0.0000033055774,0.0000052465034,0.00001990014,0.00000383105,0.000011458052,0.00051832316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994326,0.0000035150722,0.0001982461,0.00013826478,0.00008705248,0.00014032368],"domain_scores_gemma":[0.9996037,0.00005489886,0.000033714623,0.00025461093,0.000036500933,0.000016556312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044098648,0.000109550856,0.00026293754,0.00032721378,0.00002810522,0.000014676683,0.000082127684,0.000085731255,0.000007065024],"category_scores_gemma":[0.000019667548,0.00008834074,0.00005317612,0.00087657385,0.000025618267,0.00009825725,0.000014024359,0.00007498413,0.0000016931964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052413466,0.000004547744,0.008894954,0.00006604561,0.00037013623,0.0000012299607,0.0000149066245,0.5113129,0.47837996,0.00072554196,0.000021611495,0.00020293234],"study_design_scores_gemma":[0.00024873335,0.000017489501,0.009865115,0.000049820897,0.0002111343,1.8743332e-7,0.0006866739,0.44683525,0.5414781,0.000033028253,0.0004263989,0.00014806687],"about_ca_topic_score_codex":0.000072819996,"about_ca_topic_score_gemma":0.00012953128,"teacher_disagreement_score":0.34453723,"about_ca_system_score_codex":0.000043180156,"about_ca_system_score_gemma":0.0000051366114,"threshold_uncertainty_score":0.36024308},"labels":[],"label_agreement":null},{"id":"W4415223179","doi":"10.1109/eftf/ifcs64367.2025.11194641","title":"Design and Fabrication Approaches to Develop Temperature-insensitive Silicon Resonators","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Silicon; Fabrication; Sensitivity (control systems); Doping; Process (computing); Q factor","score_opus":0.036720408514416374,"score_gpt":0.22428811272074262,"score_spread":0.18756770420632624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415223179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6535016,0.00053121865,0.33879584,0.00063296186,0.000106022155,0.00041033363,9.739128e-7,0.001188947,0.004832132],"genre_scores_gemma":[0.8958114,0.000079157755,0.10337509,0.000104259045,0.0000074213767,0.000041735286,0.0000014509945,0.000009442158,0.0005700625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996485,0.0000036397398,0.00007651507,0.00013236847,0.000032733653,0.000106233354],"domain_scores_gemma":[0.9997842,0.000054592172,0.0000051092343,0.00010327648,0.00003177823,0.00002109303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057003606,0.00008446314,0.00008446746,0.00010604679,0.000039225273,0.000015692622,0.000043439257,0.00007605441,0.0000010566624],"category_scores_gemma":[0.00008876741,0.00007379005,0.0000055696582,0.0004125926,0.00001824763,0.000053548174,0.000031029664,0.00007723656,0.0000040456234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003192731,0.000019331443,0.00010047377,0.00008445918,0.000075635515,0.0000051876514,0.0008122764,0.0154468855,0.6907759,0.054286197,0.010870683,0.2274911],"study_design_scores_gemma":[0.00010021059,0.000015803653,0.0029114606,0.000024338296,0.0000045204474,0.0000014010309,0.0004673268,0.0021678773,0.98679626,0.0027948567,0.0045680488,0.00014791952],"about_ca_topic_score_codex":0.0000025478262,"about_ca_topic_score_gemma":0.000004082697,"teacher_disagreement_score":0.2960204,"about_ca_system_score_codex":0.000036191497,"about_ca_system_score_gemma":0.000011531469,"threshold_uncertainty_score":0.30090708},"labels":[],"label_agreement":null},{"id":"W4415386322","doi":"10.5194/jsss-14-219-2025","title":"Development and analysis of microbridge resonators for reduced pull-in voltage and preserved resonant frequency","year":2025,"lang":"en","type":"article","venue":"Journal of sensors and sensor systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Resonator; Voltage; Electrode; Finite element method; Reduction (mathematics); Work (physics)","score_opus":0.013639057618609765,"score_gpt":0.2393293865528485,"score_spread":0.22569032893423874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415386322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889127,0.009995805,0.00063650374,0.00004468691,0.00013789555,0.00018833605,0.000018993009,0.000019337935,0.000045753022],"genre_scores_gemma":[0.99191093,0.0015987107,0.006270502,0.0000033619576,0.000016630343,0.0000051692236,0.0000013219956,0.000012177922,0.00018117519],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989082,0.0000113689075,0.0006712857,0.00013729226,0.00009610266,0.00017574616],"domain_scores_gemma":[0.9994412,0.00012935941,0.00017429052,0.000107755965,0.00009604229,0.000051335075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033825616,0.00013973493,0.00058782916,0.0006679236,0.000042759788,0.000026001477,0.00006459356,0.00011233382,3.7126037e-7],"category_scores_gemma":[0.000095041905,0.00011291756,0.000057765137,0.00034848947,0.000049943956,0.00008059878,0.000023422808,0.00013395076,2.6255377e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012719318,0.00003790872,0.011548584,0.0012469819,0.001235189,0.0000663978,0.0010118749,0.002138949,0.9723687,0.0012860938,0.00026099983,0.008671135],"study_design_scores_gemma":[0.0069205277,0.0005382883,0.34814084,0.0041756807,0.0017439534,0.00029406277,0.01763712,0.046974245,0.5165746,0.0008369376,0.0546732,0.0014905275],"about_ca_topic_score_codex":0.000032397696,"about_ca_topic_score_gemma":0.000036233647,"teacher_disagreement_score":0.45579407,"about_ca_system_score_codex":0.000044629563,"about_ca_system_score_gemma":0.000018296794,"threshold_uncertainty_score":0.46046442},"labels":[],"label_agreement":null},{"id":"W4415490138","doi":"10.1038/s41378-025-01066-3","title":"A nonlinear stiffness softening mechanism for low-bias, high-sensitivity MEMS accelerometers with extended dynamic range","year":2025,"lang":"en","type":"article","venue":"Microsystems & Nanoengineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Simon Fraser University","funders":"British Columbia Knowledge Development Fund; Canadian Space Agency; Simon Fraser University; Government of Canada; CMC Microsystems","keywords":"Accelerometer; Nonlinear system; Microelectromechanical systems; Stiffness; Displacement (psychology); Stiffening; Spring (device); Reduction (mathematics); Mechanism (biology); Vibration","score_opus":0.0066826884380332165,"score_gpt":0.21038310374797295,"score_spread":0.20370041530993974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415490138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62203175,0.00059530913,0.3739272,0.000026842068,0.00087689585,0.00068166555,0.00007648599,0.0017694366,0.0000144113155],"genre_scores_gemma":[0.966607,0.00010566131,0.032488044,0.000020808422,0.000067875495,0.0003509422,0.000032803473,0.00015379865,0.00017308738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980238,0.000007890214,0.0004805239,0.00051670824,0.0001771561,0.00079388585],"domain_scores_gemma":[0.998983,0.0001855601,0.000083237755,0.0005273994,0.00013796041,0.000082798026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024068136,0.00054868846,0.00073029794,0.00045528504,0.00016803372,0.00011353714,0.00027340875,0.00026532565,0.0000017028842],"category_scores_gemma":[0.00007444247,0.00052043877,0.00014148682,0.0006197931,0.000045740384,0.00027762481,0.00008662057,0.00033227407,0.000004899647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004083306,0.000023910183,0.0000051792795,0.0011897705,0.00017385429,0.00003320114,0.00007486167,0.017814435,0.975943,0.00043721826,0.0000408383,0.00422289],"study_design_scores_gemma":[0.002617737,0.00009820199,0.00035709183,0.0018086284,0.00011576974,0.00008883544,0.00039193963,0.124816,0.8670252,0.00025439696,0.0013193978,0.0011068078],"about_ca_topic_score_codex":0.000058775568,"about_ca_topic_score_gemma":0.00013422206,"teacher_disagreement_score":0.34457523,"about_ca_system_score_codex":0.0003093807,"about_ca_system_score_gemma":0.00003275159,"threshold_uncertainty_score":0.99972475},"labels":[],"label_agreement":null},{"id":"W4416079935","doi":"10.1007/s11071-025-11819-4","title":"Surge-pitch modal interactions in MEMS scanning mirrors","year":2025,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quasiperiodic function; Microelectromechanical systems; Modal; Rotation (mathematics); Coupling (piping); Voltage; Amplitude; Mode coupling; Energy (signal processing); Mode (computer interface)","score_opus":0.013026301973872743,"score_gpt":0.28446013716858914,"score_spread":0.2714338351947164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416079935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97899836,0.00014867909,0.01322498,0.0002379446,0.00075136655,0.000100859404,0.000018144361,0.00066834013,0.0058513437],"genre_scores_gemma":[0.97980756,0.00017648295,0.018881993,0.000029969866,0.00002458096,0.000023227734,0.000034120694,0.000029147659,0.0009929182],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938565,0.00000218132,0.0001949097,0.00013846882,0.000057146764,0.00022166572],"domain_scores_gemma":[0.99968773,0.00005210989,0.000016762,0.00020001976,0.000022320835,0.000021034903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054186505,0.000121513745,0.00015385341,0.00026280957,0.000037046837,0.000015339629,0.00013285989,0.0000784568,0.000009005282],"category_scores_gemma":[0.000046041296,0.00013129659,0.00004238677,0.0004339498,0.000031577703,0.000119575445,0.000050906794,0.00035947099,0.000009877654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060772312,0.00033224505,0.039166316,0.0004160318,0.00023332582,0.00013495577,0.0005889853,0.42157078,0.08818248,0.013277539,0.001400237,0.43463632],"study_design_scores_gemma":[0.00024671236,0.000007431673,0.0031356483,0.0001190914,0.000007641624,0.0000038018504,0.00045557524,0.97649187,0.0048155463,0.0016035556,0.012904618,0.00020851557],"about_ca_topic_score_codex":0.00010397257,"about_ca_topic_score_gemma":0.0031296841,"teacher_disagreement_score":0.5549211,"about_ca_system_score_codex":0.0002144043,"about_ca_system_score_gemma":0.00001899019,"threshold_uncertainty_score":0.53541195},"labels":[],"label_agreement":null},{"id":"W4416676919","doi":"10.23919/sicefes67750.2025.11236544","title":"Active Disturbance Rejection Control and Parameter Tuning Optimization for Micronewton Fluidic System","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Active disturbance rejection control; Overshoot (microwave communication); Particle swarm optimization; PID controller; Controller (irrigation); Nozzle; Control system; System identification","score_opus":0.005675902542432173,"score_gpt":0.21810782746398724,"score_spread":0.21243192492155508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416676919","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033130176,0.0046458575,0.9583661,0.00023801168,0.00082470255,0.001186632,0.000029669902,0.0006903624,0.00088847725],"genre_scores_gemma":[0.95059484,0.0012103803,0.0468736,0.000037373247,0.00004961974,0.00025935768,0.0000091090815,0.000035258472,0.00093046523],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881756,0.0000100723955,0.00035293362,0.00041649546,0.000062803876,0.00034015876],"domain_scores_gemma":[0.99923354,0.00029748693,0.00008738257,0.00025122502,0.00009389866,0.00003646463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000099439756,0.00028433173,0.0003925675,0.00019012055,0.00023934404,0.00007631611,0.00009290582,0.00029687234,0.0000046041228],"category_scores_gemma":[0.00015617535,0.00028298036,0.000074829826,0.00026590523,0.00007996263,0.0003123753,0.000041539868,0.00019789649,9.907146e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076668506,0.00006770401,0.00010176254,0.0035472987,0.00073732226,0.0000039776287,0.0003028326,0.2705445,0.54000986,0.018794479,0.0012495449,0.16387403],"study_design_scores_gemma":[0.0023168921,0.0001568935,0.00020587961,0.0008241951,0.00020569777,0.0000058554588,0.0016837626,0.8296236,0.1611982,0.00039790678,0.0029894593,0.0003916743],"about_ca_topic_score_codex":0.000027163587,"about_ca_topic_score_gemma":0.0000064454516,"teacher_disagreement_score":0.9174647,"about_ca_system_score_codex":0.00032872145,"about_ca_system_score_gemma":0.000020260011,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W4416748541","doi":"10.1109/jmems.2025.3634521","title":"Bidirectional Electrostatic Rotary MEMS Actuator Achieving ±3.2° Angular Displacement","year":2025,"lang":"","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Microelectromechanical systems; Displacement (psychology); Rotation (mathematics); Finite element method; Comb drive; Microfabrication; Angular displacement","score_opus":0.005110757457171582,"score_gpt":0.23532199406479196,"score_spread":0.23021123660762038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416748541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67453617,0.07233356,0.2423431,0.0012366773,0.007797382,0.0011277808,0.000035173372,0.00028463916,0.00030551452],"genre_scores_gemma":[0.98663765,0.008523484,0.002843922,0.000098462726,0.00071504555,0.000040227704,0.000005698286,0.00010502834,0.0010304735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9950371,0.000106280815,0.0023730025,0.00049506966,0.0007464442,0.0012421039],"domain_scores_gemma":[0.9974613,0.00042602545,0.0009310292,0.0005122698,0.00040005715,0.0002693144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012910358,0.0007178662,0.0015619157,0.00093460426,0.00029990738,0.00022892091,0.0008388297,0.0005892905,0.00007975108],"category_scores_gemma":[0.00039095338,0.0006533934,0.00064311776,0.0013048735,0.000084782514,0.00043586467,0.00016766912,0.0020476382,0.000021594871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027177238,0.0002473681,0.00001688823,0.00061242294,0.0014074444,0.00009998845,0.000052451793,0.0011098749,0.9813838,0.0030176267,0.0045359284,0.0072444174],"study_design_scores_gemma":[0.004330551,0.004356721,0.00017370631,0.005073342,0.0011297165,0.0018944661,0.0009162962,0.005847672,0.8565451,0.005115453,0.11310747,0.0015095009],"about_ca_topic_score_codex":0.000036474572,"about_ca_topic_score_gemma":0.000011256037,"teacher_disagreement_score":0.31210148,"about_ca_system_score_codex":0.0018450151,"about_ca_system_score_gemma":0.00043458305,"threshold_uncertainty_score":0.9995917},"labels":[],"label_agreement":null},{"id":"W4416882507","doi":"10.37665/ppvoblq72363","title":"Mil/Aero MEMS: Benefits and Barriers","year":2002,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Software deployment; Reliability (semiconductor); Key (lock); Work (physics); Risk management","score_opus":0.012288290500920247,"score_gpt":0.1960985447643907,"score_spread":0.18381025426347045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416882507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68961734,0.17916405,0.00051159,0.003624263,0.005282324,0.001345007,0.00030191825,0.0032601375,0.116893366],"genre_scores_gemma":[0.9305972,0.06548579,0.0009560213,0.00003553218,0.00023896455,0.00006199937,0.000005043152,0.00013499675,0.0024844834],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724007,0.000013143471,0.00057240395,0.0008056425,0.00030479828,0.0010639414],"domain_scores_gemma":[0.9983826,0.00013088461,0.00011134334,0.0008824488,0.00005999061,0.00043270134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014046693,0.00068407645,0.0006183821,0.00027541482,0.00036975052,0.00014973081,0.0003511486,0.0005609746,0.00048595289],"category_scores_gemma":[0.00010273789,0.00072914065,0.00014730057,0.00047997507,0.00038436602,0.00038768578,0.00018177074,0.00060981186,0.00027168402],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046561054,0.0001520907,0.0015216164,0.00077047764,0.0006710784,0.00013859778,0.008287549,0.0028976626,0.6958612,0.0044045756,0.017994426,0.26725417],"study_design_scores_gemma":[0.0045480793,0.0011828801,0.0016119834,0.0015101609,0.000743879,0.00044504474,0.019623617,0.015072939,0.39633107,0.0024145101,0.5505625,0.0059533715],"about_ca_topic_score_codex":0.00001545061,"about_ca_topic_score_gemma":0.000008473775,"teacher_disagreement_score":0.53256804,"about_ca_system_score_codex":0.00013467579,"about_ca_system_score_gemma":0.00001191444,"threshold_uncertainty_score":0.99951595},"labels":[],"label_agreement":null},{"id":"W4416884559","doi":"10.37665/waxnspb15247","title":"Examination of Key Packaging Metrics of a Hermetically Sealed MEMS Accelerometer","year":2013,"lang":"","type":"article","venue":"Wafer-Level Packaging Symposium","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micralyne","funders":"","keywords":"Microelectromechanical systems; Interconnection; Wafer; Eutectic bonding; Wire bonding; Metrology; Chip; Leakage (economics); Electronic component; Accelerometer","score_opus":0.026516819199073744,"score_gpt":0.2354395145749479,"score_spread":0.20892269537587416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416884559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9544459,0.0014976276,0.030274592,0.00090306817,0.0012389086,0.0013928949,0.0001255476,0.0006096155,0.009511843],"genre_scores_gemma":[0.9697526,0.0014948612,0.027238496,0.00004901019,0.00013060964,0.00011419007,0.000025675408,0.0002219486,0.00097262696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99459374,0.000083017854,0.0019971735,0.0009179961,0.001056818,0.001351232],"domain_scores_gemma":[0.995815,0.0007327031,0.00077063794,0.0014830772,0.00091463287,0.00028398223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008913383,0.000947612,0.0015619324,0.0017951424,0.0001604801,0.00014252485,0.0010492627,0.00070192845,0.00032598732],"category_scores_gemma":[0.000660682,0.0009745681,0.00042799223,0.0027058898,0.0005250183,0.0011336085,0.00054391526,0.00091986917,0.000094100105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016246553,0.00024951337,0.00091822236,0.0015147087,0.0003808232,0.000009538798,0.0014922717,0.0014733177,0.9403173,0.0015515926,0.00022227608,0.051854227],"study_design_scores_gemma":[0.001656869,0.0004203473,0.05076797,0.0010759893,0.0003346328,0.000021120231,0.0014460724,0.009789561,0.9306445,0.0019705677,0.0005758325,0.0012965543],"about_ca_topic_score_codex":0.00013659886,"about_ca_topic_score_gemma":0.000009628719,"teacher_disagreement_score":0.050557673,"about_ca_system_score_codex":0.00035087165,"about_ca_system_score_gemma":0.0001009833,"threshold_uncertainty_score":0.9992705},"labels":[],"label_agreement":null},{"id":"W49370157","doi":"10.1007/978-3-642-16135-3_10","title":"Electrostatic MEMS: Modelling, Control, and Applications","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in control and information sciences","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Microelectromechanical systems; Engineering; Control engineering; Range (aeronautics); Control system; Control (management); Bandwidth (computing); Architecture; Computer science; Systems engineering; Electronic engineering; Electrical engineering; Aerospace engineering; Artificial intelligence; Telecommunications; Nanotechnology; Materials science","score_opus":0.0069238457763518895,"score_gpt":0.21205528905077345,"score_spread":0.20513144327442157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49370157","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003079954,0.003911371,0.9696325,0.00034796374,0.00009160174,0.0005640815,0.000065179396,0.0002261595,0.024853138],"genre_scores_gemma":[0.9801814,0.0089307735,0.0090126265,0.0012203626,0.00015138098,0.00020379154,0.000031273816,0.000029017536,0.00023937893],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991786,0.0000013960313,0.00031587042,0.00014433346,0.00015544168,0.00020439373],"domain_scores_gemma":[0.99946666,0.00021723434,0.00010358981,0.0001255902,0.00004704839,0.000039877326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016670418,0.0002129377,0.00027347097,0.0002794477,0.00014887215,0.00011488869,0.0001363893,0.0003035601,0.000009013682],"category_scores_gemma":[0.00004274741,0.00016994891,0.000026377234,0.00007187039,0.0003331783,0.0007480252,0.000015429514,0.00047508246,0.000006001781],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030841435,0.000006351672,0.00003437339,0.00028214476,0.000065208165,0.0000011834418,0.00056834443,0.18208586,0.0076909633,0.12671673,0.000036823676,0.68248117],"study_design_scores_gemma":[0.0013744168,0.00014805414,0.000031906857,0.0001056992,0.000046088862,0.000022299206,0.00001960591,0.27903855,0.0012104219,0.38757935,0.32975006,0.00067353685],"about_ca_topic_score_codex":0.000007628935,"about_ca_topic_score_gemma":0.00005630031,"teacher_disagreement_score":0.9798734,"about_ca_system_score_codex":0.000018649747,"about_ca_system_score_gemma":0.000024947676,"threshold_uncertainty_score":0.69303155},"labels":[],"label_agreement":null},{"id":"W595104386","doi":"10.1007/b138345","title":"Force Sensors for Microelectronic Packaging Applications","year":2005,"lang":"en","type":"book","venue":"Microtechnology and MEMS","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Microelectronics; Flip chip; Wire bonding; Engineering; Chip; Mechanical engineering; Electronic packaging; Field (mathematics); Electrical engineering; Nanotechnology; Computer science; Materials science; Manufacturing engineering; Mathematics","score_opus":0.004376844296585042,"score_gpt":0.2012866170557779,"score_spread":0.19690977275919286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W595104386","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019216867,0.29761705,0.41157892,0.004326905,0.0013318029,0.015448822,0.0011157424,0.033527646,0.21583626],"genre_scores_gemma":[0.0039604874,0.028417751,0.025326865,0.00015450815,0.00059032236,0.002432177,0.0002796009,0.0004144276,0.9384239],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988143,9.85708e-7,0.00024516718,0.00039184673,0.00003989536,0.00050784776],"domain_scores_gemma":[0.99937636,0.00005226162,0.000068590874,0.000437244,0.000030742205,0.0000348062],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00005718681,0.000364649,0.00041030924,0.0002895598,0.00014576486,0.000014138175,0.00026124835,0.0013182999,0.000007891609],"category_scores_gemma":[0.000009695207,0.00039176995,0.000092080874,0.00006319035,0.0002587639,0.000047899888,0.000073639945,0.00082647405,0.000025407724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007718211,0.000010384703,2.3948556e-7,0.0003527467,0.00016588923,0.0000041975363,0.00003104055,0.00012591573,0.5737165,0.014060129,0.020970855,0.3905544],"study_design_scores_gemma":[0.00022169169,0.000037295693,2.4245006e-7,0.000047624784,0.000044302913,0.00007091419,0.00002067654,0.000041647094,0.1602962,0.02928383,0.80959994,0.0003356178],"about_ca_topic_score_codex":7.839195e-7,"about_ca_topic_score_gemma":0.000033039567,"teacher_disagreement_score":0.7886291,"about_ca_system_score_codex":0.00017989759,"about_ca_system_score_gemma":0.000040567204,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W618789969","doi":"","title":"Proceedings, International Conference on MEMS, NANO and Smart Systems : July 20 to July 23, 2003, Banff, Alberta, Canada","year":2003,"lang":"en","type":"book","venue":"IEEE Computer Society eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography; Physical geography","score_opus":0.012897417907923543,"score_gpt":0.19863312257140597,"score_spread":0.18573570466348244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W618789969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001165573,0.00078373647,0.00648001,0.00025404166,0.016643211,0.0018635164,0.00035543033,0.0011492481,0.97130525],"genre_scores_gemma":[0.002060386,0.0003324765,0.0073748096,0.001034603,0.001003338,0.00017270987,0.00006606348,0.00020460077,0.987751],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814236,0.0000028522666,0.00040329312,0.0005826112,0.00040169773,0.0004671835],"domain_scores_gemma":[0.9990758,0.00005019125,0.00011805403,0.00028748065,0.00029172265,0.00017680944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007325512,0.0005908556,0.0005573697,0.0000767964,0.00011667783,0.00016072791,0.0005056054,0.000491509,0.000004715122],"category_scores_gemma":[0.000008102455,0.00060991506,0.00010396128,0.000056180546,0.00008169399,0.00006623539,0.000110393245,0.0007022358,0.000029234625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003614685,0.0000054653015,8.672553e-7,0.00022603774,0.00023103853,0.000008933002,0.00023278181,0.00044594923,0.000690863,0.0019513563,0.9943127,0.0018904186],"study_design_scores_gemma":[0.00029381816,0.000069988404,0.0000022762556,0.0006558286,0.000026544509,0.000028626684,0.000035227917,0.0026762392,0.0014496705,0.00026970537,0.9938013,0.0006907659],"about_ca_topic_score_codex":0.0029376189,"about_ca_topic_score_gemma":0.009615668,"teacher_disagreement_score":0.01644578,"about_ca_system_score_codex":0.00071512914,"about_ca_system_score_gemma":0.00049078837,"threshold_uncertainty_score":0.9996352},"labels":[],"label_agreement":null},{"id":"W6892078327","doi":"10.5061/dryad.ksn02v72r","title":"Filter feeding, deviations from bilateral symmetry, developmental noise and heterochrony of hemichordate and cephalochordate gills","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Gill; Heterochrony; Ingression; Filter (signal processing); Context (archaeology); Echinoderm","score_opus":0.019466484586175288,"score_gpt":0.21512987263091066,"score_spread":0.19566338804473538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892078327","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027148627,0.00044157947,0.00044495674,0.00009048989,0.00010581902,0.00032533082,0.97015786,0.0007343566,0.0005509699],"genre_scores_gemma":[0.019903705,0.0034961184,0.0018148847,0.00005547135,0.000095792675,1.535793e-7,0.973796,0.0008008279,0.000037050864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989102,0.000021255917,0.00028566635,0.00036677497,0.00017296294,0.000243179],"domain_scores_gemma":[0.9994388,0.000020708077,0.000087993576,0.0002414783,0.000092269845,0.00011873026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007819982,0.0002327917,0.00026615828,0.00017857729,0.0003963014,0.00023027288,0.00047698492,0.00014471455,0.0009492304],"category_scores_gemma":[0.00016949268,0.00024533764,0.000027226306,0.00023918161,0.00015220893,0.0001950753,0.0011161239,0.0003662669,0.00049267325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015081405,0.000014589851,7.40825e-7,0.00017770438,0.00008097008,0.000008759895,0.0001183624,0.000008835371,0.034076635,0.000012147253,0.95561665,0.009869518],"study_design_scores_gemma":[0.00029414563,0.00006813499,0.00016544116,0.000096348915,0.000028410393,0.00003403398,0.00007352196,0.00006195982,0.005186994,0.00006439628,0.9936804,0.0002461773],"about_ca_topic_score_codex":0.000025226354,"about_ca_topic_score_gemma":0.0000014321628,"teacher_disagreement_score":0.03806378,"about_ca_system_score_codex":0.00007930182,"about_ca_system_score_gemma":0.0000019919296,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W6957994584","doi":"10.6084/m9.figshare.17120453","title":"Additional file 2 of Prevalence and burden of multiple sclerosis-related fatigue: a systematic literature review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Systematic review; MEDLINE; Meta-analysis; Medical literature; Systematic error","score_opus":0.03075280355549149,"score_gpt":0.22598215306626643,"score_spread":0.19522934951077495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957994584","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029334764,0.119303554,2.9650266e-7,0.0000044401086,0.0000061294145,0.00016327579,0.88024056,0.000082919454,0.00016946052],"genre_scores_gemma":[0.0038094295,0.008749365,0.001957474,0.0000124920825,0.000014556868,0.0009937654,0.98399085,0.000022837892,0.0004492534],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9995327,0.000006012,0.00021114657,0.00009352821,0.00008435593,0.00007225844],"domain_scores_gemma":[0.99920744,0.00040586852,0.00007815538,0.00017279029,0.00011795463,0.000017817216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000008989483,0.00008069585,0.00022999267,0.000025802812,0.000011986137,0.0000054153356,0.000074436786,0.000073609874,0.6918857],"category_scores_gemma":[0.0035013387,0.00007190528,0.00004300582,0.00022093972,0.0000070250308,0.0000778459,0.000044928118,0.00009487429,0.000029733801],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.8574129e-7,0.000003184185,6.2285864e-8,0.20282497,0.000014978441,0.000004179221,0.000023959803,0.000039198683,0.00078076357,0.0000012968572,0.79608333,0.0002238703],"study_design_scores_gemma":[0.000064515814,0.0000093289655,0.000095934534,0.9767587,0.000011380105,0.000017353372,0.000017028431,0.00042121287,0.0033242803,0.000017124852,0.019176852,0.00008625662],"about_ca_topic_score_codex":7.667148e-8,"about_ca_topic_score_gemma":4.4658307e-7,"teacher_disagreement_score":0.7769065,"about_ca_system_score_codex":0.0000071911945,"about_ca_system_score_gemma":0.000010208744,"threshold_uncertainty_score":0.41916823},"labels":[],"label_agreement":null},{"id":"W6990412924","doi":"","title":"Design, test, and characterization of a compact MEMS-based frequency synthesizer","year":2011,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Frequency synthesizer; Microelectromechanical systems; Resonator; Microelectronics; Direct digital synthesizer; Amplifier; Phase-locked loop; Filter (signal processing); Integrated circuit","score_opus":0.019050361880600022,"score_gpt":0.21877789590506708,"score_spread":0.19972753402446705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990412924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883542,0.00037710855,0.000018226337,0.0000023192158,0.00039854317,0.00065669767,0.00063890533,0.0009779596,0.008576055],"genre_scores_gemma":[0.99482864,0.00079578883,0.0031310325,0.000018828703,0.000014347985,0.00009086499,0.00039264074,0.00023240382,0.0004954753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99802434,0.000033102602,0.00068452756,0.0005146734,0.00029143025,0.0004519423],"domain_scores_gemma":[0.99845225,0.00028061317,0.00037041024,0.0005776631,0.00018943875,0.00012964843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002563543,0.00065027934,0.00076642947,0.0004440737,0.00023647516,0.000025820827,0.00038051803,0.0007911064,0.00009327067],"category_scores_gemma":[0.00039754753,0.0006723276,0.00013724681,0.00035970937,0.0000753589,0.00049794064,0.000025045934,0.0008062857,0.000025618088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043169508,0.00006813623,0.000012795286,0.0005247364,0.00007918471,0.000013546746,0.0000047042636,0.000044527813,0.95655185,0.0014751327,5.7468145e-7,0.04118165],"study_design_scores_gemma":[0.00036899192,0.00015850193,0.002925963,0.0006680615,0.0001227504,0.000006332558,0.000033402295,0.00008701753,0.9864901,0.0073242327,0.0010974428,0.000717248],"about_ca_topic_score_codex":0.000054985336,"about_ca_topic_score_gemma":0.00006863607,"teacher_disagreement_score":0.0404644,"about_ca_system_score_codex":0.00016908784,"about_ca_system_score_gemma":0.000024604184,"threshold_uncertainty_score":0.9995728},"labels":[],"label_agreement":null},{"id":"W6998969857","doi":"","title":"Barriers to Academic Success forStudents with Learning Disabilities","year":2013,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Learning disability; Intervention (counseling); Learning development; Inclusion (mineral)","score_opus":0.0021186151842689177,"score_gpt":0.14799243714516827,"score_spread":0.14587382196089935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998969857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04914418,0.0009388907,0.00016009339,0.00046104798,0.0002219746,0.0003789461,0.00014685681,0.00023295441,0.9483151],"genre_scores_gemma":[0.3478825,0.0012644733,0.0014101065,0.00024410644,0.00007945081,0.000062114035,0.000006306072,0.00032339766,0.64872754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985435,0.0000062781646,0.00015907118,0.00020392025,0.0007808503,0.00030636537],"domain_scores_gemma":[0.99940425,0.000080695005,0.00006300566,0.00016901104,1.7290695e-7,0.0002828525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000030360845,0.00026216698,0.0002939658,0.00004047767,0.00006630076,0.000012975022,0.00027862197,0.00007251358,0.00015292375],"category_scores_gemma":[0.0000058788582,0.00022637541,0.000014122709,0.000062303,0.0000820569,0.00015145418,0.00012511377,0.00032672094,8.33512e-9],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058317196,0.000025558926,0.20899348,0.007293653,0.001958534,0.00022719732,0.0011784694,0.018970735,0.04649954,0.08984342,0.5486548,0.07577144],"study_design_scores_gemma":[0.00030874618,0.00010896814,0.003230068,0.00090374897,0.000028919736,0.000003816949,0.009135871,0.00029794654,0.035132878,0.00030486888,0.9497331,0.0008110604],"about_ca_topic_score_codex":0.0022660776,"about_ca_topic_score_gemma":0.025682354,"teacher_disagreement_score":0.4010783,"about_ca_system_score_codex":0.000009405203,"about_ca_system_score_gemma":0.00025423671,"threshold_uncertainty_score":0.9920964},"labels":[],"label_agreement":null},{"id":"W6999678515","doi":"","title":"Design and characterization of MEMS micromirror devices","year":2001,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMC Microsystems; McGill University","keywords":"Microelectromechanical systems; Characterization (materials science); Tilt (camera); Foundry; Voltage; Beam (structure); Process (computing)","score_opus":0.015165275822909413,"score_gpt":0.22565192910961338,"score_spread":0.21048665328670396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999678515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264526,0.0005436205,0.000009269109,0.0000026705698,0.0005927329,0.00054803205,0.00024253236,0.00072322175,0.004692642],"genre_scores_gemma":[0.9814069,0.006334282,0.008029411,0.000028793245,0.00002756484,0.0001618887,0.00088758324,0.0003008917,0.002822642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982205,0.000024469127,0.00060730457,0.0004890678,0.0002504633,0.00040817098],"domain_scores_gemma":[0.99895805,0.00008891663,0.0003042171,0.0004011277,0.00014875786,0.000098933095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021920798,0.0005446618,0.00063222036,0.0003694719,0.00023566035,0.000031959447,0.00032454723,0.0007634132,0.000045230612],"category_scores_gemma":[0.00008390818,0.0005836818,0.00010092673,0.00038206446,0.00004710954,0.0005649597,0.00004746706,0.00067591324,0.000023326407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039383256,0.000024122433,0.0000021312712,0.0004203679,0.00008378685,0.000011384185,0.0000049426662,0.000040601153,0.8977357,0.0011073909,5.996909e-7,0.100529544],"study_design_scores_gemma":[0.00034343515,0.000076232216,0.00091747264,0.00041794736,0.00009584807,0.000015600994,0.00010255374,0.000044694632,0.97579813,0.0038577588,0.017695686,0.00063465716],"about_ca_topic_score_codex":0.000021286078,"about_ca_topic_score_gemma":0.00010387261,"teacher_disagreement_score":0.09989489,"about_ca_system_score_codex":0.00014898494,"about_ca_system_score_gemma":0.000010826648,"threshold_uncertainty_score":0.99966145},"labels":[],"label_agreement":null},{"id":"W7015279064","doi":"","title":"Single crystal silicon Lorentz force actuated micromirror and MEMS blazed grating for optics and sensors","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Lorentz force; Microelectromechanical systems; Grating; Magnetic field; Deflection (physics); Wavelength; Diffraction grating; Fiber Bragg grating","score_opus":0.011716229516856401,"score_gpt":0.19684160438108106,"score_spread":0.18512537486422465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015279064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790454,0.00025477228,0.00069247204,0.000059734215,0.00014616932,0.00032071475,0.00008762507,0.00023622367,0.0002977636],"genre_scores_gemma":[0.98582435,0.001103766,0.011048115,0.0000025625002,0.00003612977,0.0000017189438,0.0001642411,0.00007396462,0.0017451682],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993953,0.0000030477222,0.00008900844,0.0002265116,0.00007783319,0.00020830492],"domain_scores_gemma":[0.9995481,0.00007980842,0.00011569422,0.0001393213,0.00007094598,0.00004612568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038322454,0.0002152687,0.00030915343,0.0001504467,0.00014145052,0.00001668323,0.00010695098,0.00029350154,0.0000010748868],"category_scores_gemma":[0.000031346935,0.00024269789,0.00005813551,0.000064310785,0.00008739607,0.00015642533,0.000038243536,0.00013235028,6.9106807e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007670959,0.000010664948,0.00004823057,0.00044395198,0.0000784329,0.0000067727515,0.00033387358,0.000021698648,0.9945229,0.000063679996,0.00016178271,0.004231248],"study_design_scores_gemma":[0.0046515935,0.00067204563,0.008556727,0.0013722051,0.00052957854,0.00002501316,0.106671154,0.0030418457,0.8659368,0.0017408004,0.005096192,0.0017060469],"about_ca_topic_score_codex":0.000054680346,"about_ca_topic_score_gemma":0.019728746,"teacher_disagreement_score":0.12858616,"about_ca_system_score_codex":0.000057471683,"about_ca_system_score_gemma":0.000009034176,"threshold_uncertainty_score":0.99815863},"labels":[],"label_agreement":null},{"id":"W7015405357","doi":"","title":"Stressed micromachined magnetic actuators for micro-mirror applications","year":2006,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fabrication; Actuator; Microelectromechanical systems; Photoresist; Surface micromachining; Microactuator; Stiction; Process (computing)","score_opus":0.006292274213116104,"score_gpt":0.19439395069433724,"score_spread":0.18810167648122114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015405357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843268,0.0010885975,0.009039493,0.00007678579,0.00025567767,0.001132146,0.00034740326,0.0007654306,0.0029677157],"genre_scores_gemma":[0.6567606,0.002910059,0.30335584,0.000020255933,0.00023105323,0.00010562977,0.008603876,0.000535401,0.027477302],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993505,0.0000026404348,0.000100848185,0.0002348388,0.00009338728,0.00021782586],"domain_scores_gemma":[0.9994488,0.000039901446,0.00010852955,0.00029310866,0.0000751798,0.00003452741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002314225,0.0002307593,0.0002950986,0.00023189528,0.00013791402,0.000010223573,0.00034678087,0.000325813,0.000005364666],"category_scores_gemma":[0.0000050751064,0.00031556687,0.00014074297,0.00016893398,0.000051225838,0.00007818239,0.000022947313,0.00018876728,0.000014732273],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015386315,0.0001626409,0.0004228317,0.0025631345,0.00023097785,0.000013966092,0.0002529205,0.0004169882,0.9164287,0.00072959,0.021225933,0.05739848],"study_design_scores_gemma":[0.004562441,0.0005289175,0.12235898,0.0006926538,0.0012146472,0.0000067427313,0.040796444,0.0015667202,0.32375914,0.0051644966,0.49620077,0.0031480496],"about_ca_topic_score_codex":0.0003896914,"about_ca_topic_score_gemma":0.12813081,"teacher_disagreement_score":0.59266955,"about_ca_system_score_codex":0.00009127832,"about_ca_system_score_gemma":0.00002191439,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W7018937563","doi":"","title":"Electro-thermo-mechanical microgripper with topology optimized design","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Finite element method; Topology optimization; Topology (electrical circuits); Power (physics); Microfabrication; Fabrication; Grippers; Precision engineering","score_opus":0.006333954057094486,"score_gpt":0.19322441752923303,"score_spread":0.18689046347213853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018937563","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34980777,0.00049153273,0.6256228,0.00045113626,0.00015529574,0.00035316442,0.000002954078,0.002558343,0.020556983],"genre_scores_gemma":[0.6335831,0.00009175232,0.36579365,0.000039103303,0.00005686874,0.00004862459,0.0000025461804,0.0000384825,0.00034584606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938154,0.0000051829543,0.0001061391,0.00014053211,0.000058099107,0.000308534],"domain_scores_gemma":[0.99973595,0.00003472784,0.0000140756065,0.00017823924,0.000014822621,0.000022181883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042107884,0.00012679103,0.00015929548,0.000045951332,0.000035467587,0.000009698165,0.000117031,0.000116541225,0.00013832307],"category_scores_gemma":[0.0000061310934,0.000100624624,0.000027427597,0.00010203057,0.00005522221,0.000045199085,0.000015719797,0.00016860846,0.00002334994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034563876,0.000014157453,0.0000025132576,0.0000040061423,0.000014171475,0.000016194614,0.0000043668715,0.004274917,0.983671,0.004003615,0.002894714,0.005065797],"study_design_scores_gemma":[0.00062124897,0.00014265304,0.000029200433,0.000007755002,0.000011094885,0.000046238056,0.000016008009,0.0019408583,0.96433353,0.02290516,0.009744222,0.0002020183],"about_ca_topic_score_codex":0.0000039795264,"about_ca_topic_score_gemma":0.0000042596735,"teacher_disagreement_score":0.28377536,"about_ca_system_score_codex":0.000035108125,"about_ca_system_score_gemma":0.000008111742,"threshold_uncertainty_score":0.4103353},"labels":[],"label_agreement":null},{"id":"W7019012770","doi":"","title":"Fabrication and characterization of an electrically variable, nanospring based interferometer","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fabrication; Characterization (materials science); Interferometry; Process (computing); Etching (microfabrication)","score_opus":0.005981720946275725,"score_gpt":0.20519932828570794,"score_spread":0.19921760733943222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019012770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72126794,0.000006022395,0.2777298,0.0000064221044,0.000032115597,0.000041935768,0.0000010162632,0.00015054204,0.0007641786],"genre_scores_gemma":[0.9524688,0.000019729634,0.047454957,0.000012332942,0.000013365079,0.0000034057234,0.0000062736053,0.000009879379,0.000011227719],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967104,0.000001488485,0.00011191192,0.00007316286,0.000044193614,0.00009822105],"domain_scores_gemma":[0.9998132,0.000018293002,0.000022455199,0.00009894093,0.000027204183,0.000019930665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007688677,0.000051439052,0.00006989752,0.00009555843,0.000012896123,0.000005594538,0.000047884998,0.00005117093,0.0000123864875],"category_scores_gemma":[0.000024224542,0.00005103096,0.0000069811063,0.00016603628,0.000013208294,0.000112158836,0.000008841114,0.00005613435,5.568086e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005319952,0.00000770207,0.00006459139,0.000015387632,0.0000026077134,3.0418607e-7,0.000011776089,0.000023684279,0.9320098,0.00034839954,0.0000014178194,0.067508966],"study_design_scores_gemma":[0.00009859825,0.000056837922,0.019751795,0.000013275889,0.0000032617854,8.459903e-7,0.000004196055,0.006645843,0.97208333,0.00082023675,0.0004580079,0.00006374364],"about_ca_topic_score_codex":6.0636756e-7,"about_ca_topic_score_gemma":5.829538e-7,"teacher_disagreement_score":0.23120087,"about_ca_system_score_codex":0.000016676346,"about_ca_system_score_gemma":0.0000027983265,"threshold_uncertainty_score":0.2080982},"labels":[],"label_agreement":null},{"id":"W7020224892","doi":"","title":"Innovative Designs and Implementations of Capacitive Micromachined-Based Solutions for Sensing and Actuation","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CMC Microsystems","keywords":"Capacitive sensing; Implementation; Actuator; Capacitor; Scheme (mathematics)","score_opus":0.030959782768539387,"score_gpt":0.27654523760794864,"score_spread":0.24558545483940925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020224892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224836,0.0006200736,0.0004650353,0.000014365804,0.00035837808,0.00093683036,0.0035240527,0.00045839464,0.0013744874],"genre_scores_gemma":[0.9809097,0.00019683212,0.017292766,0.0000195873,0.000012992545,0.00012561752,0.0011814564,0.00012246694,0.00013856897],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855226,0.000016960277,0.0004919144,0.00042045914,0.00014953899,0.0003688837],"domain_scores_gemma":[0.99891514,0.00032163702,0.00017703617,0.00018912843,0.00033816302,0.000058915215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025966202,0.00039847006,0.00040502456,0.00052750984,0.0005097218,0.000037737518,0.000086526576,0.00034963246,0.000005681212],"category_scores_gemma":[0.00030286936,0.00043467738,0.000079483754,0.00050407514,0.00008645446,0.00029775986,0.000036779227,0.0005380525,0.0000019562535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032727763,0.000015018391,0.0000010827814,0.0006982055,0.00018301242,0.0000027834992,0.000049443304,0.0001459845,0.86243105,0.024002714,0.000006124917,0.11243188],"study_design_scores_gemma":[0.0007886734,0.00018349869,0.00038100756,0.0006497437,0.00028728505,0.000009452675,0.0022436127,0.0014851409,0.9271687,0.06416266,0.0019633002,0.000676903],"about_ca_topic_score_codex":0.000081895974,"about_ca_topic_score_gemma":0.0012325137,"teacher_disagreement_score":0.11175497,"about_ca_system_score_codex":0.00023079812,"about_ca_system_score_gemma":0.000030086241,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W7030151347","doi":"","title":"MEMS: fundamental technology and applications","year":2013,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; State (computer science); History of computing; Work (physics)","score_opus":0.013517534980414695,"score_gpt":0.2450808820243807,"score_spread":0.231563347043966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030151347","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06962535,0.012696879,0.0010704339,0.0022951767,0.0010068108,0.012820085,0.00011200353,0.04630572,0.85406756],"genre_scores_gemma":[0.31961763,0.009660156,0.0005537277,0.00009275043,0.00058169255,0.0000615423,0.00068667904,0.008692653,0.6600532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989585,0.000012271689,0.00017582049,0.0003474211,0.0001776428,0.0003283225],"domain_scores_gemma":[0.9992926,0.000010280043,0.000056968303,0.00048194715,0.0000764527,0.000081748985],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010034896,0.00022034817,0.0001877983,0.00068560743,0.0002534318,0.00019804308,0.0005383635,0.00021960348,0.004085137],"category_scores_gemma":[0.000031677184,0.00022841104,0.000025759568,0.0005966013,0.0002341988,0.00013027615,0.0005643872,0.00031987653,0.0024717718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052153478,0.000087645705,0.000023300043,0.00092781597,0.00029558645,0.000009579528,0.00012325322,0.0000373688,0.0027895763,0.41435802,0.55539846,0.025944201],"study_design_scores_gemma":[0.0002516153,0.00005033334,0.000022822878,0.00006758105,0.000012388301,0.000010083879,0.00021010845,0.0000014982334,0.0009415117,0.008145085,0.9900385,0.0002484809],"about_ca_topic_score_codex":0.000008407632,"about_ca_topic_score_gemma":0.0000024500234,"teacher_disagreement_score":0.43464005,"about_ca_system_score_codex":0.00013750853,"about_ca_system_score_gemma":0.0000034176421,"threshold_uncertainty_score":0.9983049},"labels":[],"label_agreement":null},{"id":"W7043638508","doi":"","title":"A surface micromachining fabrication process for aluminium MEMS micromirrors /","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fabrication; Microelectromechanical systems; Surface micromachining; Microfabrication; Microelectronics; Cantilever; Bulk micromachining; Aluminium","score_opus":0.01600518896660009,"score_gpt":0.2586241961112838,"score_spread":0.2426190071446837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043638508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784015,0.0009471603,0.000006597659,0.0000063179277,0.0016517468,0.0013563025,0.0012606859,0.002287655,0.014082039],"genre_scores_gemma":[0.98439074,0.00032578656,0.0061770915,0.000031206942,0.000074635864,0.000579302,0.0029803745,0.0005565062,0.0048843403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967209,0.00001987229,0.0009279371,0.0010127104,0.00039184955,0.00092674175],"domain_scores_gemma":[0.9981268,0.00018060747,0.00043607046,0.000706047,0.0004044641,0.00014602339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003371455,0.00096679694,0.0008627105,0.00037094663,0.00070703146,0.00007200279,0.0007687524,0.0012317556,0.000019279261],"category_scores_gemma":[0.00031516113,0.0011020398,0.0003428035,0.00057465077,0.000055257762,0.0006388802,0.00005094448,0.0013207617,0.00005977668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006638215,0.000067358276,0.00000435408,0.0010059713,0.00013523614,0.000007881881,0.0000104422725,0.0017138743,0.96051025,0.0013043046,0.000045307093,0.03512864],"study_design_scores_gemma":[0.0007473965,0.00009175547,0.0002800434,0.000407635,0.00016371944,0.000012105466,0.00040259075,0.00017842924,0.9364444,0.009583484,0.050317504,0.0013709618],"about_ca_topic_score_codex":0.000101971076,"about_ca_topic_score_gemma":0.00054708123,"teacher_disagreement_score":0.050272197,"about_ca_system_score_codex":0.0005770514,"about_ca_system_score_gemma":0.000033025288,"threshold_uncertainty_score":0.999143},"labels":[],"label_agreement":null},{"id":"W7100763853","doi":"","title":"2008) &amp;quot;The evolution of elderly poverty in Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Consumption (sociology); Poverty threshold; Standard of living; Measuring poverty; Permanent income hypothesis; Basic needs","score_opus":0.0057345981823651035,"score_gpt":0.1789830501668365,"score_spread":0.1732484519844714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100763853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98379606,0.00038717178,0.010646525,0.00048190932,0.00015654996,0.00006937671,0.0000067444666,0.00013303323,0.0043226522],"genre_scores_gemma":[0.9983766,0.000093464085,0.0007761351,0.000012531431,0.000006206944,0.000004551454,1.2349538e-7,0.000005313738,0.0007250644],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968755,0.0000011533712,0.00009193993,0.000048195565,0.000056594326,0.00011457195],"domain_scores_gemma":[0.9997832,0.000040358605,0.000010133726,0.00014691669,0.000009529204,0.000009870204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022575749,0.000046385518,0.000062165236,0.00002527072,0.000008037414,8.262786e-7,0.000081871534,0.00002654035,0.000050997016],"category_scores_gemma":[0.00003192977,0.000023626739,0.000009742141,0.00009042863,0.000014807053,0.00004846394,0.000012641526,0.000041823747,0.0000046151513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011763615,0.000013812185,0.008604816,0.000040116745,0.000025964551,0.0000044084986,0.00004917557,0.0034496605,0.6939307,0.0065321056,0.082404055,0.2049334],"study_design_scores_gemma":[0.0018258754,0.00010062919,0.12461689,0.00025606676,0.00001268918,0.000015245386,0.0016209829,0.0008613618,0.55281276,0.028509554,0.28853232,0.0008356189],"about_ca_topic_score_codex":0.54353017,"about_ca_topic_score_gemma":0.9738493,"teacher_disagreement_score":0.43031913,"about_ca_system_score_codex":0.0003669512,"about_ca_system_score_gemma":0.00005896443,"threshold_uncertainty_score":0.45950952},"labels":[],"label_agreement":null},{"id":"W7117297952","doi":"10.1109/jmems.2025.3643897","title":"Mechanical Mode Coupled Piezo-on-Silicon Bulk Acoustic Wave MEMS Resonators in Tank Configuration for Q-Enhancement","year":2025,"lang":"","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Coupling (piping); Q factor; Microelectromechanical systems; Mode (computer interface); Topology (electrical circuits); Silicon; Quality (philosophy)","score_opus":0.013102531355368683,"score_gpt":0.26225021412826516,"score_spread":0.24914768277289648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117297952","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36781403,0.00847296,0.61451817,0.0011750029,0.005173895,0.0025155197,0.000036576035,0.00013313715,0.00016070694],"genre_scores_gemma":[0.99397886,0.0035481714,0.0012575036,0.00013501842,0.0003787785,0.0001539127,0.000009006107,0.000097477816,0.00044128462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9940243,0.0000783563,0.0032175027,0.00068936194,0.00070405944,0.0012864196],"domain_scores_gemma":[0.9965668,0.0010238755,0.0010455295,0.0005798094,0.0005462954,0.00023773998],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017010617,0.00078035216,0.0019656264,0.0009997971,0.00016699322,0.00017159795,0.00069926743,0.001051925,0.00003390903],"category_scores_gemma":[0.000948356,0.00072664866,0.0005492745,0.0009541365,0.000068817644,0.00028768042,0.00009665045,0.001852503,0.000011329194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001121969,0.00040073865,3.921001e-7,0.0006478037,0.0004433367,0.00006650192,0.00005788636,0.011640778,0.95355034,0.024191674,0.0013127847,0.0065658214],"study_design_scores_gemma":[0.004997884,0.004195639,0.000004598454,0.002741996,0.0002688503,0.0001378682,0.0004340473,0.15731874,0.8128146,0.011191228,0.0052058743,0.00068866624],"about_ca_topic_score_codex":0.00004123163,"about_ca_topic_score_gemma":0.000067835404,"teacher_disagreement_score":0.6261648,"about_ca_system_score_codex":0.0023972176,"about_ca_system_score_gemma":0.00038150314,"threshold_uncertainty_score":0.99951845},"labels":[],"label_agreement":null},{"id":"W7132898729","doi":"","title":"Novel micro electrostatic actuators with applications","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"Advanced Research Projects Agency; Defense Advanced Research Projects Agency","keywords":"Actuator; Capacitor; Microelectromechanical systems; Stiffness; Comb drive; Rotation (mathematics); Surface micromachining; Voltage","score_opus":0.006446321578902987,"score_gpt":0.27102104446518754,"score_spread":0.26457472288628453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132898729","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29450917,0.00394246,0.6798729,0.00036245314,0.000287529,0.0025932118,0.000060871564,0.0016169993,0.016754461],"genre_scores_gemma":[0.42923892,0.0034578904,0.4616791,0.00006861045,0.000501994,0.003528064,0.0028435178,0.0010221596,0.097659744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998072,0.0000026563232,0.00037515766,0.0005957657,0.00024483132,0.0007095458],"domain_scores_gemma":[0.99874544,0.00010823275,0.00025548096,0.0006810412,0.00012268471,0.00008711261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000040486604,0.0007005636,0.0005429725,0.00029879017,0.0002351687,0.00007150241,0.00035896857,0.0005258145,0.00006713638],"category_scores_gemma":[0.000019752666,0.00068494753,0.00010611228,0.00076916284,0.00009894873,0.00012490535,0.000023555916,0.00082849164,0.00010442167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045170873,0.000121743535,0.000013886183,0.0005904405,0.00015371281,0.0000042621214,0.00086399063,0.0023274994,0.97906554,0.0028604483,0.00056148873,0.013391839],"study_design_scores_gemma":[0.0012619849,0.00032237158,0.0009225617,0.0005705374,0.00041876722,0.000041865776,0.005195713,0.00039987985,0.9340109,0.0020947736,0.052709673,0.002050921],"about_ca_topic_score_codex":0.00027213123,"about_ca_topic_score_gemma":0.00075208535,"teacher_disagreement_score":0.21819375,"about_ca_system_score_codex":0.00024825984,"about_ca_system_score_gemma":0.00011977696,"threshold_uncertainty_score":0.9995602},"labels":[],"label_agreement":null},{"id":"W7161954521","doi":"10.82308/12012","title":"A surface micromachining fabrication process for aluminium MEMS micromirrors /","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fabrication; Microelectromechanical systems; Surface micromachining; Microfabrication; Microelectronics; Cantilever; Bulk micromachining; Aluminium","score_opus":0.01359960615151737,"score_gpt":0.28157819471323353,"score_spread":0.26797858856171614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161954521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98233014,0.0010697112,0.0027788298,0.000014431953,0.00088645046,0.0007610428,0.000047696583,0.00190947,0.010202246],"genre_scores_gemma":[0.92355686,0.00034368454,0.0326016,0.000021894482,0.00023431306,0.00061878713,0.00561534,0.0004209922,0.036586523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894774,0.0000012286122,0.00032080573,0.0003159862,0.00010108683,0.00031315893],"domain_scores_gemma":[0.99947,0.000044598404,0.00010652866,0.00023140053,0.00011997056,0.000027517432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000054325414,0.0003325028,0.00032318835,0.00012018768,0.00008022149,0.000029175613,0.00023056676,0.00044524012,0.0000109097655],"category_scores_gemma":[0.000030343588,0.0003363571,0.00010048068,0.00016796448,0.000016113629,0.000116940384,0.0000067427895,0.00025040229,0.000011631957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017493352,0.000018937193,0.00000916138,0.0007273333,0.000044924946,7.284174e-7,0.00020850095,0.0025620277,0.9854922,0.00006658286,0.0060526915,0.0047993995],"study_design_scores_gemma":[0.00027691346,0.000031768916,0.0003915176,0.0001166293,0.000047684018,0.0000017054238,0.0011548471,0.0010515614,0.98183805,0.00095273956,0.013576649,0.0005599288],"about_ca_topic_score_codex":0.000039453927,"about_ca_topic_score_gemma":0.00028160098,"teacher_disagreement_score":0.058773253,"about_ca_system_score_codex":0.00007057533,"about_ca_system_score_gemma":0.000026857664,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W7162114566","doi":"10.82308/32120","title":"Integrated circuits compatible, membrane-based, micro electro-mechanical sensors and actuators","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General interest; Phonograph","score_opus":0.008624287090991877,"score_gpt":0.22732040936266706,"score_spread":0.21869612227167518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162114566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900559,0.00034836328,0.0022144916,0.00001257068,0.00052307197,0.00029413996,0.000023139639,0.0019157442,0.0046125855],"genre_scores_gemma":[0.9791652,0.0010203396,0.015252344,0.00005643395,0.00010707244,0.000066404304,0.0009631338,0.00022226492,0.0031468112],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883145,0.0000052627606,0.00029252667,0.00035326686,0.00014116605,0.00037630554],"domain_scores_gemma":[0.9994329,0.000058709764,0.00006160339,0.00027872037,0.000089563866,0.00007847682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005291547,0.00043258464,0.000445497,0.00027573918,0.0000703458,0.000040777104,0.0001807838,0.0006296042,0.00014238198],"category_scores_gemma":[0.00005049439,0.0003840724,0.00007299891,0.00028148293,0.000045906352,0.00007488803,0.000011105791,0.00055759813,0.000039300066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003919245,0.000029201357,0.0000047047065,0.0005378301,0.00013581211,0.000016234504,0.000100883124,0.000081515565,0.9417241,0.000538628,0.0033014982,0.053490404],"study_design_scores_gemma":[0.00028644808,0.000092073526,0.000029549285,0.00017488761,0.000040278428,0.0000062207027,0.0004063795,0.0018885008,0.98667806,0.00040027028,0.009520213,0.00047713975],"about_ca_topic_score_codex":0.000026628968,"about_ca_topic_score_gemma":0.0002576208,"teacher_disagreement_score":0.053013265,"about_ca_system_score_codex":0.000078847166,"about_ca_system_score_gemma":0.000041750773,"threshold_uncertainty_score":0.9998611},"labels":[],"label_agreement":null},{"id":"W821412656","doi":"10.1007/978-3-319-18126-4_17","title":"A Comprehensive Analytical Model and Experimental Validation of Z-shaped Electrothermal Microactuators","year":2015,"lang":"en","type":"book-chapter","venue":"Mechanisms and machine science","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Microactuator; Actuator; Displacement (psychology); Finite element method; Mechanical engineering; Voltage; Engineering; Software; Model validation; Simulation; Electronic engineering; Structural engineering; Computer science; Electrical engineering","score_opus":0.028418658800550983,"score_gpt":0.25848025943822545,"score_spread":0.23006160063767447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W821412656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67020255,0.01636747,0.24369875,0.000085957254,0.00048225414,0.00160507,0.00023864726,0.001091686,0.06622759],"genre_scores_gemma":[0.9760695,0.00034763277,0.020370785,0.000019912626,0.000013492661,0.000007681061,0.00000710558,0.00004381322,0.003120066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991817,9.795011e-7,0.00015873667,0.0002676708,0.00021087611,0.00018002794],"domain_scores_gemma":[0.99965566,0.000009236688,0.000049968236,0.00014890803,0.000053925694,0.00008231241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008906762,0.00020802653,0.0002623454,0.00017450252,0.000061270446,0.000020671376,0.0001320802,0.000112180736,0.000015400978],"category_scores_gemma":[0.0000060933944,0.00018322536,0.000026262374,0.000044953682,0.00030771218,0.0001252611,0.00012235531,0.0001635639,9.616896e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008304822,0.000005391946,9.660143e-8,0.000027409787,0.000010727764,0.0000018792915,0.000084682615,0.0010083095,0.87178457,0.124337085,0.000012712381,0.0027188181],"study_design_scores_gemma":[0.00042577003,0.0002436922,0.000002602053,0.00006507478,0.000034451463,0.0000350008,0.000076995006,0.25284058,0.654701,0.090384066,0.00073816115,0.0004526042],"about_ca_topic_score_codex":0.0000042526844,"about_ca_topic_score_gemma":9.504503e-7,"teacher_disagreement_score":0.30586696,"about_ca_system_score_codex":0.000042687127,"about_ca_system_score_gemma":0.00003108458,"threshold_uncertainty_score":0.74717134},"labels":[],"label_agreement":null},{"id":"W89025390","doi":"","title":"Modeling, Fabrication and Experiment of a Novel Lateral MEMS IF/RF Filter","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resonator; Passband; Band-pass filter; Coupling (piping); Microelectromechanical systems; Fabrication; Filter (signal processing); Acoustics; Vibration; Finite element method; Coupling coefficient of resonators; Prototype filter; Materials science; Electronic engineering; Engineering; Filter design; Optoelectronics; Mechanical engineering; Structural engineering; Physics; Electrical engineering","score_opus":0.02020387154518956,"score_gpt":0.24514398202598886,"score_spread":0.22494011048079932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W89025390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7831419,0.00016249857,0.21581201,0.000030213812,0.000032372496,0.00004650826,8.7602734e-7,0.00019406278,0.00057955156],"genre_scores_gemma":[0.96842265,0.000092219074,0.031397436,0.00000929385,0.0000091238735,0.000011340192,0.0000012668504,0.000007771017,0.000048875863],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997324,1.3158349e-7,0.00008793655,0.00006682395,0.000037353144,0.00007538985],"domain_scores_gemma":[0.99987096,0.0000020286618,0.0000068796057,0.00009430197,0.00001261045,0.000013215898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000011564375,0.00005621579,0.00006702908,0.0000316936,0.000009866123,0.000004073706,0.00003533168,0.000036947942,0.0000069272305],"category_scores_gemma":[0.0000034780985,0.00004718104,0.000011827268,0.000033229655,0.0000139245285,0.00006627361,0.000018936551,0.00003420447,0.0000011169411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014660852,0.000017707507,0.0000043334508,0.000011406557,0.000006873446,2.0204214e-7,0.00026091456,0.14652972,0.85030377,0.0013295392,0.000016395146,0.0015176827],"study_design_scores_gemma":[0.000454027,0.000030352458,0.00006909102,0.000018821956,0.0000026715904,0.0000022252168,0.00014056476,0.081200145,0.9158365,0.001886656,0.00025399486,0.000104928054],"about_ca_topic_score_codex":0.000044467914,"about_ca_topic_score_gemma":0.0000035788942,"teacher_disagreement_score":0.18528077,"about_ca_system_score_codex":0.000017908525,"about_ca_system_score_gemma":0.0000017032725,"threshold_uncertainty_score":0.19239871},"labels":[],"label_agreement":null},{"id":"W939375541","doi":"10.1007/978-1-4419-1027-1_5","title":"Vibration Analysis of Two-dof Systems","year":2011,"lang":"en","type":"book-chapter","venue":"Mechanical engineering series","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Vibration; Mechanical system; Complex system; Control engineering; Control theory (sociology); Engineering; Artificial intelligence; Physics; Acoustics","score_opus":0.01240687174767333,"score_gpt":0.1920896489591559,"score_spread":0.17968277721148257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W939375541","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054006083,0.012235132,0.7813563,0.000041558775,0.0060267798,0.0015453657,0.00068655587,0.012400468,0.18030727],"genre_scores_gemma":[0.8273299,0.008620998,0.04342708,0.000022686683,0.00077206723,0.00030130337,0.00047986128,0.0010513165,0.11799479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988213,0.0000013697738,0.0005040125,0.0002510297,0.00018937442,0.0002328966],"domain_scores_gemma":[0.9992472,0.00003909947,0.00010074655,0.0004978118,0.00005634221,0.00005881478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000073681564,0.0003937093,0.00085819094,0.00052773854,0.000019962545,0.000016916587,0.00023234458,0.00043098995,0.00009334814],"category_scores_gemma":[0.00002599659,0.00040059327,0.00025100447,0.0001761213,0.000034269997,0.00015315555,0.000069058355,0.0003591807,0.000011699508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066246675,0.0000045690554,1.1652622e-7,0.000295137,0.0013956957,0.000010507781,0.000026395915,0.21290824,0.049105152,0.73514444,0.000053246116,0.0010498906],"study_design_scores_gemma":[0.0010479375,0.0008196471,0.000039849165,0.0020751213,0.008561589,0.00005860546,0.000086511034,0.2782053,0.34664083,0.057158303,0.29990706,0.005399259],"about_ca_topic_score_codex":0.0000092730015,"about_ca_topic_score_gemma":0.000015558842,"teacher_disagreement_score":0.8219293,"about_ca_system_score_codex":0.000065460175,"about_ca_system_score_gemma":0.000008372107,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null}]}