{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fe6a28bac850","filters":{"venue":"Volume 11: Nano and Micro Materials, Devices and Systems; 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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Curtis Zaiss","is_ca":false},{"name":"S. Śpiewak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01169158683082926,"gpt":0.1954826953683539,"spread":0.1837911085375246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002798599,0.0002144761,0.0003774938,0.0003022141,0.0001253157,0.0004475871,0.0004904421,0.0005889904,0.0005883783],"category_scores_gemma":[0.0008881154,0.0002060994,0.0001907368,0.0005025867,0.0006667309,0.0006945857,0.0002787085,0.0005417583,0.0002306228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998455,"about_ca_system_score_gemma":0.0001355513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006725787,"about_ca_topic_score_gemma":0.0003952301,"domain_scores_codex":[0.9992738,0.0001097357,0.00003143328,0.0001448091,0.0004055589,0.000034616],"domain_scores_gemma":[0.9997205,0.0001118248,0.00007286234,0.00003593105,0.00005204109,0.000006839977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005028426,0.0001097687,0.004647557,0.001006791,0.00005569802,0.001041111,0.0007782914,0.1019359,0.5128873,0.05560461,0.002524015,0.3189061],"study_design_scores_gemma":[0.00003909471,0.0008792395,0.02805694,0.0002353521,0.00004768686,0.002569973,0.0003490245,0.6394299,0.2697165,0.02630492,0.0322193,0.0001520094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1789753,0.0235595,0.7859009,0.0004720349,0.000273054,0.00006971273,0.0001028131,0.000791516,0.009855158],"genre_scores_gemma":[0.9449893,0.003199334,0.04523361,0.00009895046,0.0001244322,0.00004289443,0.00007614651,0.00005221299,0.006182974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0006725787,"threshold_uncertainty_score":0.002901077,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Kyle J. Daun","is_ca":true},{"name":"Mikko Karttunen","is_ca":true},{"name":"J. T. Titantah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02253766277941461,"gpt":0.2295955370288887,"spread":0.2070578742494741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004161175,0.0004416346,0.0007845983,0.0005761432,0.001018168,0.0006970263,0.0007850115,0.001260872,0.00263808],"category_scores_gemma":[0.001414446,0.0004503931,0.0006430133,0.0005486625,0.0006905473,0.0005905674,0.0003659862,0.0009184193,0.0001781442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869344,"about_ca_system_score_gemma":0.001803966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039336,"about_ca_topic_score_gemma":0.01366619,"domain_scores_codex":[0.9998682,0.00003466862,0.000005226154,0.0000156953,0.00003168868,0.0000444775],"domain_scores_gemma":[0.9993047,0.0004277985,0.00005033144,0.00003606217,0.0001023576,0.00007870147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001132928,0.0001044057,0.001803905,0.0000408191,0.00003391909,0.0001297591,0.00008874425,0.9892551,0.002429158,0.004459353,0.0002564188,0.001285146],"study_design_scores_gemma":[0.0000169499,0.00001567366,0.0002207142,0.000002419473,0.000002891584,0.000003372998,0.00001254762,0.9991308,0.0002933288,0.0002033326,0.00009464361,0.00000338303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820318,0.000145843,0.01078682,0.0003588542,0.00003772438,0.00005816259,0.0002622948,0.0001229535,0.006195587],"genre_scores_gemma":[0.9886506,0.0001280232,0.008653924,0.00006923053,0.00001146566,0.000171887,0.0003579125,0.00005896046,0.001898033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02039336,"threshold_uncertainty_score":0.04054934,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Hossein Fadaei","is_ca":true},{"name":"Andrew Sell","is_ca":true},{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01773938149269503,"gpt":0.2172473996340873,"spread":0.1995080181413922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003298598,0.0004863243,0.0003468918,0.0008993518,0.001000356,0.001451101,0.0009475481,0.0008733157,0.007061043],"category_scores_gemma":[0.0006876244,0.0001904204,0.0003064043,0.0006216952,0.0007690144,0.001448316,0.0009070422,0.0006998358,0.001205712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123948,"about_ca_system_score_gemma":0.001072777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476735,"about_ca_topic_score_gemma":0.00200742,"domain_scores_codex":[0.9993893,0.00004217482,0.00002819837,0.0001782807,0.0002988098,0.00006315764],"domain_scores_gemma":[0.9995789,0.0001304703,0.00006307517,0.00006321423,0.000112978,0.00005136967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002436169,0.0002948728,0.001473948,0.000790364,0.00004983686,0.0005059266,0.0001776538,0.01022968,0.6448079,0.1196222,0.02135775,0.2004464],"study_design_scores_gemma":[0.00005785454,0.0002783915,0.001166216,0.0001003397,0.00005118101,0.0005971635,0.00008432136,0.04733152,0.6404288,0.0106869,0.2990673,0.0001500783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2279579,0.04749982,0.4323333,0.01428429,0.01007322,0.001088138,0.003001305,0.009439016,0.2543231],"genre_scores_gemma":[0.8021044,0.01234553,0.1167191,0.002365833,0.001135609,0.0004822522,0.0008596464,0.0002433861,0.06374436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007061043,"threshold_uncertainty_score":0.0236215,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Matthew D. Ooms","is_ca":true},{"name":"Vincent J. Sieben","is_ca":true},{"name":"David Erickson","is_ca":false},{"name":"David Sinton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03095599382116271,"gpt":0.2455407820045137,"spread":0.2145847881833509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000910529,0.0004197693,0.0002143126,0.0001531179,0.0003258705,0.0003597545,0.0003812794,0.0004222411,0.0008604333],"category_scores_gemma":[0.00006070071,0.0001651314,0.000248025,0.0001460498,0.0002446379,0.0005508683,0.000321549,0.0006739727,0.000476773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098338,"about_ca_system_score_gemma":0.0004403491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005442475,"about_ca_topic_score_gemma":0.001214252,"domain_scores_codex":[0.9999139,0.000006324961,0.000003956961,0.00001777795,0.00004592579,0.00001218303],"domain_scores_gemma":[0.9999784,0.00000336241,0.000006153872,0.000002350571,0.000005614697,0.000004028632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001197755,0.0000155651,0.0000262082,0.00004813406,0.000002565638,0.00003336502,0.000009324861,0.0002216486,0.9915966,0.001603108,0.0001247098,0.006306735],"study_design_scores_gemma":[0.000008082722,0.0001093401,0.0001823575,0.000007470835,0.000007099994,0.0001655022,0.00001722123,0.001920284,0.981005,0.0007087316,0.01585787,0.00001098123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5704102,0.0188808,0.3693339,0.003393536,0.0009259933,0.0003891638,0.0005028305,0.001175209,0.03498835],"genre_scores_gemma":[0.6899767,0.01613427,0.2557672,0.0008047415,0.0001039632,0.0002431002,0.0003183562,0.00007892279,0.03657282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008604333,"threshold_uncertainty_score":0.002973497,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ehsan Asadi","is_ca":true},{"name":"Ali Karimzade","is_ca":false},{"name":"Mehrdad Farid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03007082169136774,"gpt":0.2263370699180202,"spread":0.1962662482266525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244948,0.000246645,0.0002470543,0.0004980044,0.0002481809,0.0002282595,0.0003936011,0.0004418007,0.0006172442],"category_scores_gemma":[0.0003097804,0.0001631458,0.0004614211,0.0003013148,0.0002255492,0.0004349824,0.0001411839,0.000230576,0.00007719173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826667,"about_ca_system_score_gemma":0.0003233807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810105,"about_ca_topic_score_gemma":0.001728055,"domain_scores_codex":[0.9999242,0.000008621211,0.000002710157,0.0000127762,0.00004014609,0.00001146466],"domain_scores_gemma":[0.9998802,0.00004906419,0.00002540225,0.000009641238,0.00002731336,0.000008442697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003117963,0.00005214306,0.004115304,0.0001382061,0.00003534062,0.0003753412,0.0001305151,0.8380117,0.1101354,0.02204627,0.0003364755,0.02459211],"study_design_scores_gemma":[7.599694e-7,0.00000884678,0.0005724819,0.000002544687,0.000002534239,0.00002264197,0.000006716662,0.9958916,0.00255515,0.0006505439,0.0002822649,0.000003839304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6711382,0.001156561,0.3156095,0.0002295832,0.00006028908,0.00004733449,0.0001386328,0.0002495467,0.01137024],"genre_scores_gemma":[0.9776497,0.0004242465,0.02044294,0.00001196879,0.00001185112,0.00003289706,0.000061222,0.00002804102,0.001337042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002810105,"threshold_uncertainty_score":0.005587518,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Vlad Oncescu","is_ca":false},{"name":"David Erickson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01142104107808049,"gpt":0.1878947379827237,"spread":0.1764736969046432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008050255,0.0002977781,0.0002674295,0.0002013519,0.0002017594,0.0003537106,0.0008076921,0.0005956026,0.001126688],"category_scores_gemma":[0.0001526323,0.0001534867,0.0002419016,0.0001769794,0.0001253315,0.0002477055,0.0001565022,0.0004038699,0.00073251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923373,"about_ca_system_score_gemma":0.0002226544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009390313,"about_ca_topic_score_gemma":0.001328508,"domain_scores_codex":[0.9998883,0.000004083036,0.000004002696,0.0000211583,0.00006932684,0.00001302017],"domain_scores_gemma":[0.9999624,0.000005259251,0.000006911587,0.00000534638,0.00001265894,0.000007393577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002754783,0.00001641348,0.00009135876,0.00004225428,0.000005298285,0.0001086663,0.00000967788,0.0005628472,0.9864919,0.0004371546,0.0003629155,0.01184403],"study_design_scores_gemma":[0.00001190396,0.0001025515,0.0008194756,0.000004370102,0.00001161393,0.0004551611,0.00000439218,0.004239372,0.9817802,0.0001094948,0.01244766,0.00001375048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6776193,0.01022839,0.285886,0.001369303,0.00156101,0.0002998857,0.002285471,0.003672794,0.01707786],"genre_scores_gemma":[0.6806527,0.003355126,0.2908932,0.0004836804,0.00009334737,0.0001710403,0.001371153,0.000142047,0.02283766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001126688,"threshold_uncertainty_score":0.0037691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}