{"meta":{"query_hash":"fe6a28bac850","filters":{"venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/fe6a28bac850","api":"https://metacan.xera.ac/api/v1/cohort?venue=Volume+11%3A+Nano+and+Micro+Materials%2C+Devices+and+Systems%3B+Microsystems+Integration"},"results":[{"id":"W1972640905","doi":"10.1115/imece2011-65518","title":"Vibration Rectification and Thermal Disturbances in Ultra Precision Inertial Sensors","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Inertial Sensor and Navigation","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 Calgary","funders":"","keywords":"Accelerometer; Rectification; Acceleration; Vibration; Displacement (psychology); Distortion (music); Acoustics; Noise (video); Inertial measurement unit; Inertial frame of reference; Inertial navigation system; Physics; Control theory (sociology); Computer science; Engineering; Electrical engineering; Voltage; Amplifier; Bandwidth (computing); Aerospace engineering; Telecommunications","score_opus":0.011691586830829262,"score_gpt":0.1954826953683539,"score_spread":0.18379110853752462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972640905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942844,0.0027918236,0.00046189147,0.000015582718,0.001391483,0.00069159194,0.00009725016,0.00011003306,0.00015594203],"genre_scores_gemma":[0.99880147,0.00047286757,0.000111014444,0.000008439314,0.00023691996,0.00006113776,0.00011505961,0.000033867906,0.00015925302],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983624,0.0001926401,0.0007386039,0.00036069212,0.000115173694,0.00023046983],"domain_scores_gemma":[0.99948144,0.0000321092,0.00018370457,0.00015245716,0.00008762232,0.00006268927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048462872,0.00028020507,0.0003877393,0.00017305049,0.00014516624,0.00028513747,0.000067075176,0.00024382686,0.000014744164],"category_scores_gemma":[0.00001899963,0.00023363944,0.000024370762,0.00014851839,0.000051100917,0.00056188356,0.000014795027,0.00008481362,0.0000076196156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074453186,0.000015072132,0.0033625031,0.000444046,0.0000131686165,0.0000014834095,0.0027198005,0.00002809245,0.9913486,0.00012160682,0.00009677326,0.0017743962],"study_design_scores_gemma":[0.00072423957,0.00011202111,0.042350367,0.00084312796,0.00004345459,0.00009801668,0.001859879,0.005632332,0.9453611,0.00001011674,0.0024672756,0.0004981172],"about_ca_topic_score_codex":0.0039206874,"about_ca_topic_score_gemma":0.00094225083,"teacher_disagreement_score":0.045987554,"about_ca_system_score_codex":0.000059098107,"about_ca_system_score_gemma":0.000009293087,"threshold_uncertainty_score":0.95275396},"labels":[],"label_agreement":null},{"id":"W1999349220","doi":"10.1115/imece2011-64747","title":"Molecular Dynamics Simulation of Thermal Accommodation Coefficients for Laser-Induced Incandescence Sizing of Nickel Nanoparticles","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Laser-Ablation Synthesis of Nanoparticles","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; University of Waterloo","funders":"Universität Bremen","keywords":"Incandescence; Materials science; Argon; Molecular dynamics; Nanoparticle; Thermal desorption; Chemical physics; Atomic physics; Molecular physics; Chemistry; Desorption; Nanotechnology; Adsorption; Physical chemistry; Computational chemistry; Physics","score_opus":0.02253766277941461,"score_gpt":0.22959553702888874,"score_spread":0.20705787424947414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999349220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905868,0.00049372134,0.007360255,0.000005806989,0.0004195996,0.00079790805,0.0002572564,0.00006303577,0.000015575046],"genre_scores_gemma":[0.9993793,0.00002005663,0.00038654296,0.00000438214,0.000031827793,0.000050170933,0.0000731849,0.00003777729,0.00001676639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836254,0.00012621097,0.00091180555,0.00024338622,0.00014179919,0.00021428536],"domain_scores_gemma":[0.9989661,0.00009069455,0.00041665247,0.00020395369,0.00026812934,0.00005447499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005541215,0.00022803554,0.0004650924,0.00014530792,0.000092761424,0.0001159371,0.000120435136,0.0001596518,0.0000058414726],"category_scores_gemma":[0.000045294684,0.00020599646,0.000046948404,0.00013128013,0.00005093861,0.0003720812,0.000033200864,0.000032568674,0.0000021986725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059120754,0.000040962026,0.0042307503,0.0008916986,0.000039577542,3.2608955e-7,0.0008380566,0.0026075651,0.9900592,0.00019143909,0.0000043163423,0.0010370098],"study_design_scores_gemma":[0.00044750373,0.00007173947,0.0017063782,0.00039643416,0.000056488894,0.000004706222,0.00092052296,0.14581372,0.85034436,0.0000049805635,0.000052090505,0.00018106958],"about_ca_topic_score_codex":0.0005950498,"about_ca_topic_score_gemma":0.00017535297,"teacher_disagreement_score":0.14320616,"about_ca_system_score_codex":0.0000657717,"about_ca_system_score_gemma":0.000026629332,"threshold_uncertainty_score":0.8400292},"labels":[],"label_agreement":null},{"id":"W2009458682","doi":"10.1115/imece2011-62893","title":"A Microfabricated Enzyme-Free Glucose Fuel Cell for Implantable Devices","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Electrochemical sensors and biosensors","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":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Electrode; Anode; Power density; Current density; Lithium (medication); Optoelectronics; Platinum; Cathode; Catalysis; Nanotechnology; Chemical engineering; Electrical engineering; Power (physics); Chemistry; Engineering","score_opus":0.011421041078080486,"score_gpt":0.18789473798272366,"score_spread":0.17647369690464318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009458682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731151,0.022551205,0.0006179083,0.000015952766,0.0011069372,0.0011557594,0.0007579771,0.00025367553,0.00042551965],"genre_scores_gemma":[0.99627745,0.0011576249,0.0006798349,0.00004533577,0.00028788715,0.00013100883,0.00025369358,0.000081931,0.0010852143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976966,0.00009706293,0.0009252035,0.0005414555,0.00012218487,0.0006175419],"domain_scores_gemma":[0.99897766,0.00005539696,0.00027740627,0.00034359883,0.0001825435,0.00016338649],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042399537,0.0005116045,0.0007818004,0.00016215094,0.00021090408,0.000493611,0.00026712337,0.00038110124,0.000028520728],"category_scores_gemma":[0.000014992308,0.00041765044,0.000085170876,0.00017087747,0.000057435416,0.0002857601,0.00006417789,0.00010226533,0.000024153507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084229905,0.000035050198,0.00058002485,0.0032900572,0.00005903068,0.0000025219847,0.0006184263,0.0000010283691,0.9885948,0.000077021185,0.006519438,0.00013840849],"study_design_scores_gemma":[0.0009056286,0.0001357518,0.00022986517,0.00040075005,0.00010396547,0.00020300612,0.00085152313,0.000709428,0.93702096,0.000019747955,0.058858704,0.00056069734],"about_ca_topic_score_codex":0.003322719,"about_ca_topic_score_gemma":0.0007970919,"teacher_disagreement_score":0.052339267,"about_ca_system_score_codex":0.000077474615,"about_ca_system_score_gemma":0.000020958063,"threshold_uncertainty_score":0.9998275},"labels":[],"label_agreement":null},{"id":"W2021658632","doi":"10.1115/imece2011-62962","title":"Investigation of the Fundamental Frequency of Double Walled Carbon Nanotubes Using Molecular Mechanics Approach by an Averaging Van Der Waals Forces Modeling","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Carbon Nanotubes in Composites","field":"Materials Science","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":"Carbon nanotube; van der Waals force; Truss; Materials science; Covalent bond; Nanotechnology; Mechanical properties of carbon nanotubes; Chemical physics; Molecular dynamics; Molecular physics; Computational chemistry; Molecule; Nanotube; Chemistry; Physics; Structural engineering; Quantum mechanics","score_opus":0.030070821691367742,"score_gpt":0.22633706991802022,"score_spread":0.19626624822665248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021658632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989381,0.0038123992,0.0040324843,0.000005268323,0.0014489355,0.0010685758,0.00016427401,0.000041977844,0.00004504588],"genre_scores_gemma":[0.9979237,0.000043636683,0.0017620629,0.000015026059,0.00006324529,0.000047627414,0.000057933892,0.000045099358,0.00004170472],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970736,0.00047240872,0.0012630158,0.000562716,0.00031054704,0.0003177469],"domain_scores_gemma":[0.9983157,0.00002549407,0.0008571646,0.0004313129,0.00028726214,0.00008304653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011844242,0.0003719703,0.00072869967,0.00014821716,0.00023678261,0.00033493957,0.0003399596,0.00023539457,0.000015094223],"category_scores_gemma":[0.000014322157,0.00027841356,0.00007537442,0.0001682051,0.00012663989,0.0005048202,0.00015675751,0.00006947578,5.779385e-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":[0.00005135291,0.000029716242,0.0026570188,0.0009872672,0.00003484937,5.051477e-7,0.0035499893,0.00011600346,0.9917742,0.00078661286,0.0000034002194,0.0000090545],"study_design_scores_gemma":[0.000582901,0.00007606126,0.00002089884,0.00082650856,0.00012720717,0.000074933974,0.0019978723,0.042939365,0.9529402,0.00010741699,0.000012791467,0.00029382604],"about_ca_topic_score_codex":0.024705661,"about_ca_topic_score_gemma":0.00024351706,"teacher_disagreement_score":0.042823363,"about_ca_system_score_codex":0.00009772757,"about_ca_system_score_gemma":0.0000752543,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W2072449096","doi":"10.1115/imece2011-64013","title":"Carbon Management Microfluidics","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Reservoir Engineering and Simulation Methods","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Enhanced oil recovery; Scale (ratio); Work (physics); Carbon dioxide; Carbon fibers; Petroleum engineering; Nanotechnology; Environmental science; Computer science; Materials science; Engineering; Mechanical engineering; Chemistry; Physics","score_opus":0.01773938149269503,"score_gpt":0.21724739963408726,"score_spread":0.19950801814139224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072449096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759146,0.009387794,0.010262622,0.000006420242,0.0024787725,0.0006014292,0.00006682426,0.0002929747,0.0009885534],"genre_scores_gemma":[0.9943229,0.0011999174,0.0021777845,0.000010833712,0.0001929185,0.000075487755,0.000052514904,0.00006634266,0.0019013154],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830234,0.00014278876,0.00072232005,0.00036045822,0.00013240853,0.00033967625],"domain_scores_gemma":[0.99936575,0.000022467926,0.000119042525,0.00029352715,0.000085637235,0.00011355358],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006606281,0.00036619892,0.0004979498,0.0002251723,0.00012244865,0.00045455963,0.00014253172,0.00022652661,0.000021035035],"category_scores_gemma":[0.000006921481,0.00032521176,0.000044035987,0.00014954066,0.00003805558,0.00026858653,0.000049749848,0.000083630206,0.00001120491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021069538,0.000014609211,0.0018750246,0.002212114,0.000095515636,0.000009017413,0.0010726642,0.00023714009,0.9925094,0.00074572605,0.0005128756,0.0006948051],"study_design_scores_gemma":[0.0022966973,0.00017519099,0.0064200163,0.0022833804,0.00027085212,0.00037591378,0.0041158632,0.04067318,0.79443467,0.000049085902,0.14707705,0.0018281183],"about_ca_topic_score_codex":0.0011055052,"about_ca_topic_score_gemma":0.00004578603,"teacher_disagreement_score":0.19807479,"about_ca_system_score_codex":0.00006295819,"about_ca_system_score_gemma":0.000007827608,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W2150921561","doi":"10.1115/imece2011-64024","title":"An Optofluidic Photobioreactor Strategy for Bioenergy","year":2011,"lang":"en","type":"article","venue":"Volume 11: Nano and Micro Materials, Devices and Systems; Microsystems Integration","topic":"Algal biology and biofuel production","field":"Energy","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":"Photobioreactor; Cyanobacteria; Biofuel; Evanescent wave; Bioenergy; Environmental science; Fossil fuel; Biochemical engineering; Thylakoid; Materials science; Engineering; Waste management; Chemistry; Chloroplast; Optoelectronics; Geology","score_opus":0.030955993821162712,"score_gpt":0.24554078200451365,"score_spread":0.21458478818335094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150921561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990639,0.0045583975,0.0005096143,0.000022813121,0.0026448278,0.00089280534,0.00039217703,0.00014361342,0.00019678494],"genre_scores_gemma":[0.99648654,0.000357415,0.0002184947,0.000052624113,0.0007650638,0.00019303703,0.00073478685,0.0000468058,0.0011452506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99762017,0.00031024852,0.0008252476,0.00074079115,0.00008962319,0.00041394637],"domain_scores_gemma":[0.9988233,0.000024399851,0.0004307982,0.000336166,0.00025440878,0.00013092972],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007566947,0.00041878142,0.0005991115,0.00016391982,0.0003776023,0.00039039325,0.00018185595,0.00050250906,0.00010397991],"category_scores_gemma":[0.000018141387,0.0003176674,0.00006567135,0.00011073151,0.00014204778,0.00051902287,0.00003396785,0.000071585804,0.000025061929],"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":[0.00024037757,0.00006585157,0.0012113951,0.0005089551,0.0000608892,0.0000016992218,0.00055562286,5.0161293e-7,0.99123687,0.004166708,0.00046964368,0.0014814686],"study_design_scores_gemma":[0.0007568036,0.00068215333,0.0014860358,0.00024233521,0.00009631498,0.000211532,0.00243411,0.000107116575,0.92376685,0.00007887137,0.0696004,0.0005374774],"about_ca_topic_score_codex":0.021130698,"about_ca_topic_score_gemma":0.001900843,"teacher_disagreement_score":0.069130756,"about_ca_system_score_codex":0.000052273394,"about_ca_system_score_gemma":0.0000456411,"threshold_uncertainty_score":0.9999275},"labels":[],"label_agreement":null}]}