{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"41d2d6bc22eb","filters":{"venue":"IET Nanobiotechnology"}},"results":[{"id":"W2168987465","doi":"10.1049/iet-nbt.2011.0018","title":"Digital microfluidic operations on micro-electrode dot array architecture","year":2011,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biochip; Microfluidics; Digital microfluidics; Microelectronics; Electrowetting; Lab-on-a-chip; Nanotechnology; Computer science; Engineering; Materials science; Electrical engineering; Dielectric","authors":[{"name":"Guanqun Wang","is_ca":true},{"name":"Shih‐Kang Fan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007799507327907194,"gpt":0.1836533370664251,"spread":0.1758538297385179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006748106,0.0003613716,0.0003016815,0.0004867356,0.0001437261,0.00004557399,0.0006204805,0.0007620126,0.00004498743],"category_scores_gemma":[0.00006782892,0.0003418439,0.0001054931,0.0005012029,0.0002676729,0.00008874651,0.00005966817,0.0009756346,0.0003118004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070586,"about_ca_system_score_gemma":0.00003404586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011567,"about_ca_topic_score_gemma":0.000005662887,"domain_scores_codex":[0.9984367,0.00001410181,0.0002959,0.0004275314,0.00008676924,0.0007389621],"domain_scores_gemma":[0.9991699,0.00002748437,0.0000265043,0.0006915465,0.00003206243,0.00005243956],"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":[0.00001262126,0.00005255412,0.00003841722,0.0000119348,0.00006142163,0.00001591846,0.0001227208,0.00001149303,0.9359848,0.001474185,0.005921795,0.05629211],"study_design_scores_gemma":[0.0002576534,0.000316436,0.00002370994,0.00002575049,0.00001374589,0.0001668322,0.00006347842,0.000003908668,0.9346695,0.001291175,0.06282146,0.0003463775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436373,0.00855726,0.02706715,0.001560369,0.0005273473,0.0004319121,0.00007639486,0.009456337,0.008685938],"genre_scores_gemma":[0.9947953,0.001267803,0.003053201,0.0001633627,0.0000459101,0.00005362916,0.0000282001,0.00008490005,0.0005077173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05689966,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136621534","doi":"10.1049/iet-nbt:20060021","title":"FISH and chips: chromosomal analysis on microfluidic platforms","year":2007,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Alberta","keywords":"Microfluidics; Fish <Actinopterygii>; Nanotechnology; Materials science; Biology; Fishery","authors":[{"name":"Vincent J. Sieben","is_ca":true},{"name":"Carina S. Debes Marun","is_ca":true},{"name":"Patrick M. Pilarski","is_ca":true},{"name":"Govind V. Kaigala","is_ca":true},{"name":"L M Pilarski","is_ca":true},{"name":"C. Backhouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004342537609629357,"gpt":0.1981541102930451,"spread":0.1938115726834157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290707,0.0001864017,0.0002608762,0.0004894736,0.0001100513,0.00001416854,0.0001973553,0.0004398895,0.00007603211],"category_scores_gemma":[0.000008467418,0.0001779761,0.00007952028,0.0009934121,0.0001276537,0.00003406114,0.00003625543,0.0003004784,0.00005441237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006564654,"about_ca_system_score_gemma":0.000007682782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008135096,"about_ca_topic_score_gemma":0.00001539144,"domain_scores_codex":[0.9989775,0.000003211216,0.0002420139,0.0002795097,0.00008141727,0.0004162967],"domain_scores_gemma":[0.9994605,0.00003533602,0.00002907724,0.0003904815,0.00001580571,0.00006880418],"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":[0.00001276732,0.00002742971,0.0003360464,0.00001203294,0.0003038913,0.00001300043,0.0000426086,0.000004206071,0.9597759,0.004203053,0.02782422,0.007444812],"study_design_scores_gemma":[0.0002304373,0.0000949077,0.00238054,0.000005238118,0.0001128609,0.00003929954,0.00004158034,0.00008708306,0.8852229,0.0005154078,0.1110449,0.0002248735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772175,0.01460293,0.006312039,0.0003361594,0.00006454792,0.0001451313,0.00002248068,0.0006028158,0.000696371],"genre_scores_gemma":[0.9601685,0.03931498,0.00007220499,0.0002647564,0.00003758537,0.00001460899,0.0000367191,0.0000272336,0.00006340841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08322069,"threshold_uncertainty_score":0.7257656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252528336","doi":"10.1049/iet-nbt.2012.0043","title":"Field‐programmable lab‐on‐a‐chip based on microelectrode dot array architecture","year":2014,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Chiao Tung University","keywords":"Microfluidics; Biochip; Microelectronics; Electrowetting; Digital microfluidics; Microelectrode; Microscale chemistry; Lab-on-a-chip; Multielectrode array; Chip; Nanotechnology; Integrated circuit; Computer science; Electronic engineering; Materials science; Engineering; Electrical engineering; Voltage; Chemistry; Electrode","authors":[{"name":"Gary Wang","is_ca":true},{"name":"Daniel Teng","is_ca":true},{"name":"Yi‐Tse Lai","is_ca":false},{"name":"Yiwen Lu","is_ca":false},{"name":"Yingchieh Ho","is_ca":false},{"name":"Chen‐Yi Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002958741597442347,"gpt":0.1815175326561204,"spread":0.1785587910586781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000197484,0.0003796956,0.0003622939,0.000483156,0.000126932,0.00003465733,0.0006214603,0.0009740813,0.0000280189],"category_scores_gemma":[0.0002290137,0.0003492669,0.0001165838,0.0005187115,0.0001376534,0.00002158565,0.00003528214,0.001371698,0.0001623252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008874832,"about_ca_system_score_gemma":0.00002351878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001354035,"about_ca_topic_score_gemma":0.00001355248,"domain_scores_codex":[0.9981999,0.000041873,0.0002477262,0.0004856694,0.0001280415,0.0008968113],"domain_scores_gemma":[0.9987416,0.0002021632,0.00004890354,0.0009314028,0.00002380108,0.00005218925],"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":[0.00004182002,0.00004582923,0.00002889871,0.00003239514,0.0000280331,0.000006889013,0.00001348462,0.0005730371,0.8051763,0.002401231,0.007866769,0.1837853],"study_design_scores_gemma":[0.0004232339,0.00125871,0.00000585292,0.00004633238,0.00001096644,0.00002141572,0.000008233977,0.0003513476,0.8145632,0.002406722,0.1806015,0.0003025672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7893633,0.001616683,0.150567,0.02420586,0.001047208,0.0007840359,0.00002317049,0.0207113,0.01168138],"genre_scores_gemma":[0.9935202,0.0001049868,0.004716746,0.001226494,0.00007631593,0.00006424678,0.00001326957,0.00007827442,0.0001994789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041569,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017504037","doi":"10.1049/iet-nbt:20080005","title":"Inexpensive, universal serial bus-powered and fully portable lab-on-a-chip-based capillary electrophoresis instrument","year":2009,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interfacing; Lab-on-a-chip; Microelectronics; Computer science; Embedded system; Chip; Capillary electrophoresis; Implementation; Serial communication; Computer hardware; Microfluidics; Engineering; Electrical engineering; Nanotechnology; Telecommunications; Materials science","authors":[{"name":"Govind V. Kaigala","is_ca":true},{"name":"Moris Behnam","is_ca":true},{"name":"Christopher L. Bliss","is_ca":true},{"name":"Maryam Entezari Khorasani","is_ca":true},{"name":"Sunny Ho","is_ca":true},{"name":"J.N. McMullin","is_ca":true},{"name":"D.G. Elliott","is_ca":true},{"name":"C. Backhouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003900868711302612,"gpt":0.1770462078995781,"spread":0.1731453391882755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006351784,0.0003189073,0.0003448958,0.0003051467,0.0001472852,0.00002907815,0.0002727256,0.0005169688,0.00009977507],"category_scores_gemma":[0.00001504433,0.0003354948,0.00006326241,0.0004887168,0.0001269034,0.00005633125,0.00003123294,0.0003879384,0.00004536161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576607,"about_ca_system_score_gemma":0.00008248495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488573,"about_ca_topic_score_gemma":0.000009526191,"domain_scores_codex":[0.998567,0.0000243072,0.0002824076,0.0004169129,0.0001373459,0.0005719851],"domain_scores_gemma":[0.9992616,0.00002570223,0.00005559393,0.000503212,0.00005033841,0.000103536],"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":[0.00009710508,0.00005884986,0.00002516242,0.00001129314,0.00004722414,0.00003356931,0.00002252328,0.00005906974,0.9477627,0.00709941,0.04042811,0.004355026],"study_design_scores_gemma":[0.001055763,0.0007353798,0.0003599985,0.00001709285,0.00003395001,0.00005222663,0.0000574718,0.0003214499,0.8831764,0.0009256639,0.1128664,0.0003981926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853748,0.009358827,0.0005145672,0.002486254,0.0001531888,0.0003838948,0.00002476636,0.0007838913,0.0009198026],"genre_scores_gemma":[0.9725032,0.02644877,0.0002650298,0.0005320506,0.0000549226,0.0000226508,0.00005809874,0.00004124877,0.00007399567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07243831,"threshold_uncertainty_score":0.9999097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149836802","doi":"10.1049/iet-nbt.2009.0018","title":"Integrated circuit-based instrumentation for microchip capillary electrophoresis","year":2010,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalsa Corporation; University of Alberta","funders":"Sandia National Laboratories","keywords":"Capillary electrophoresis; CMOS; Lab-on-a-chip; Instrumentation (computer programming); Integrated circuit; Microelectronics; Detection limit; Computer science; Electrophoresis; Chip; Materials science; Nanotechnology; Embedded system; Computer hardware; Optoelectronics; Chemistry; Chromatography; Microfluidics","authors":[{"name":"Moris Behnam","is_ca":true},{"name":"Govind V. Kaigala","is_ca":true},{"name":"Maryam Entezari Khorasani","is_ca":true},{"name":"Stéphane Martel","is_ca":true},{"name":"D.G. Elliott","is_ca":true},{"name":"C. Backhouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005391858328343011,"gpt":0.1961096219327034,"spread":0.1907177636043604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008593596,0.0002254439,0.0002190058,0.0002685546,0.0001322155,0.00002401602,0.0003184535,0.000586154,0.0001015823],"category_scores_gemma":[0.00002742175,0.0002351841,0.00009232049,0.0004760344,0.0001271916,0.00004919184,0.00001362004,0.0004739468,0.00005189221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008439232,"about_ca_system_score_gemma":0.00008204097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001788074,"about_ca_topic_score_gemma":0.00003209437,"domain_scores_codex":[0.9989017,0.00001087848,0.0002722759,0.0002974571,0.00007244817,0.0004452679],"domain_scores_gemma":[0.9993567,0.00004415088,0.00004539026,0.0004251311,0.00007121105,0.00005740854],"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":[0.00001393191,0.00002585941,0.00003003056,0.00002456482,0.00003345984,9.922965e-7,0.00001264033,0.000005180789,0.9604937,0.007672759,0.0217183,0.009968532],"study_design_scores_gemma":[0.0004057747,0.00008393224,0.00005362638,0.000004373843,0.00002326891,0.00001919524,0.00002064539,0.0008204378,0.8257161,0.001487784,0.1711537,0.0002111457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616371,0.003350304,0.0321746,0.0005615003,0.0003212846,0.0006009674,0.00006017244,0.00104474,0.0002492754],"genre_scores_gemma":[0.9934379,0.00413921,0.001502436,0.000169442,0.00005415067,0.0003413877,0.0002469763,0.00006760341,0.00004093446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494354,"threshold_uncertainty_score":0.9590529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093678724","doi":"10.1049/iet-nbt.2020.0021","title":"Amino‐functionalised mesoporous silica microspheres for immobilisation of <i>Candida antarctica</i> lipase B – application towards greener production of 2,5‐furandicarboxylic acid","year":2020,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Materium Innovations (Canada); Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; SRM Institute of Science and Technology","keywords":"Candida antarctica; Chemistry; Glutaraldehyde; Lipase; Nuclear chemistry; Mesoporous silica; Hydrogen peroxide; Organic chemistry; Alkyl; Turnover number; Chromatography; Catalysis; Mesoporous material; Enzyme","authors":[{"name":"Kongkona Saikia","is_ca":false},{"name":"P. Senthil Kumar","is_ca":false},{"name":"Abiram Karanam Rathankumar","is_ca":false},{"name":"Sundar SaiLavanyaa","is_ca":false},{"name":"Lakshmi Srinivasan","is_ca":false},{"name":"S. Sivanesan","is_ca":false},{"name":"Hubert Cabana","is_ca":true},{"name":"Mathilde Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00874695286300492,"gpt":0.2266899858786905,"spread":0.2179430330156856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601809,0.0001739922,0.000303818,0.00006477779,0.00005548109,0.000005814846,0.0002116339,0.0004124281,0.00001289112],"category_scores_gemma":[0.0003297022,0.0001683351,0.000152207,0.000356096,0.0002709707,0.00001236173,0.00007020963,0.00008438466,0.000001892874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002156482,"about_ca_system_score_gemma":0.00009122045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005442282,"about_ca_topic_score_gemma":0.00003332869,"domain_scores_codex":[0.9986609,0.00002915152,0.0004746752,0.0005280519,0.0001297706,0.0001774522],"domain_scores_gemma":[0.9988338,0.00001224515,0.0003731621,0.0004361037,0.0002979087,0.00004679578],"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":[0.0004126258,0.0001225574,0.0005769416,0.0001201292,0.00008426257,1.142895e-7,0.00005241632,0.0001381333,0.9893253,0.000246366,0.001072988,0.007848205],"study_design_scores_gemma":[0.0007952743,0.0007479127,0.0004663093,0.000009810052,0.00008210912,0.000006887173,0.0000962574,0.0002841901,0.9875773,0.0001052443,0.00967559,0.000153075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741888,0.0008820473,0.02186209,0.001985461,0.0001395122,0.000778842,0.0000922036,0.00004306867,0.00002797086],"genre_scores_gemma":[0.9968397,0.0002297526,0.001370373,0.0001893597,0.0001442655,0.0001666769,0.0009892063,0.00002736321,0.00004327079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265093,"threshold_uncertainty_score":0.6864507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059750347","doi":"10.1049/iet-nbt.2013.0073","title":"Molecular dynamic simulation of Ca <sup>2+</sup> ‐ATPase interacting with lipid bilayer membrane","year":2014,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lipid bilayer; Molecular dynamics; Biophysics; ATPase; Membrane; Bilayer; Chemistry; Nanotechnology; Physics; Materials science; Biology; Biochemistry; Enzyme; Computational chemistry","authors":[{"name":"Samaneh Davoudi","is_ca":false},{"name":"Sepideh Amjad‐Iranagh","is_ca":false},{"name":"Mahdi Zaeifi Yamchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004027838774053825,"gpt":0.235129064028584,"spread":0.2311012252545302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356307,0.0002630366,0.0003185513,0.000163745,0.00005915907,0.00001218508,0.0003031662,0.0005904714,0.0000371264],"category_scores_gemma":[0.0001769731,0.0002190674,0.0001053867,0.0002208198,0.0001895256,0.000008870482,0.0001308514,0.0002545962,0.00001133337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001836093,"about_ca_system_score_gemma":0.00005035085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002677152,"about_ca_topic_score_gemma":0.00001855088,"domain_scores_codex":[0.9986293,0.00006957023,0.0003242021,0.0005011367,0.0001389334,0.0003369024],"domain_scores_gemma":[0.9988963,0.00003785526,0.0001946284,0.0006865021,0.0001262045,0.00005850728],"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":[0.0001411661,0.00005381962,0.000158455,0.00004276263,0.00005391197,0.000006033966,0.00004146607,0.04385572,0.9499376,0.00004720139,0.00001702925,0.005644759],"study_design_scores_gemma":[0.0008638999,0.0006529462,0.00003079654,0.0000381313,0.00007086056,0.00006234772,0.00008400044,0.01947045,0.9704396,0.00001473401,0.008007988,0.0002642284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899125,0.00004291033,0.009046013,0.0003334062,0.0001640268,0.0002412297,0.00001825754,0.00006222325,0.0001794067],"genre_scores_gemma":[0.9982491,0.00001909268,0.001173072,0.0001831023,0.0000942522,0.00001617327,0.0001203389,0.0000470434,0.00009782915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438527,"threshold_uncertainty_score":0.8933311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801653091","doi":"10.1049/iet-nbt.2018.0007","title":"Microwave‐mediated synthesis of zinc oxide nanoparticles: a therapeutic approach against Malassezia species","year":2018,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":7,"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":"Zinc; Nanoparticle; Nanobiotechnology; Nanotechnology; Materials science; Nanomedicine; Microwave; Microbiology; Chemistry; Biology; Computer science; Metallurgy","authors":[{"name":"Shrestha Roy Goswami","is_ca":true},{"name":"Mukesh Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568067620862577,"gpt":0.2418074580721714,"spread":0.2261267818635456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172411,0.0002440733,0.0005245809,0.0002159368,0.00007597964,0.000009451894,0.000210765,0.0003995732,0.0001199921],"category_scores_gemma":[0.0002098117,0.0001946783,0.0001660687,0.0005519494,0.0008479651,0.00004446422,0.00008909361,0.0001590111,0.000219736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008506481,"about_ca_system_score_gemma":0.0001066134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001830951,"about_ca_topic_score_gemma":0.000008450314,"domain_scores_codex":[0.9985301,0.00005647298,0.000370407,0.0004085563,0.0001855984,0.0004489042],"domain_scores_gemma":[0.998839,0.0001180703,0.0001575202,0.0006469592,0.0001261254,0.0001123533],"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":[0.0004077028,0.0009601525,0.01405177,0.00008875796,0.0004376865,0.00005516874,0.00004980241,2.697774e-7,0.9700882,0.001445455,0.0003994412,0.0120156],"study_design_scores_gemma":[0.001507557,0.0005427615,0.03399974,0.0000933751,0.0003310156,0.00006702922,0.0002565706,0.0001294068,0.9598052,0.000225234,0.00285766,0.0001844554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938824,0.0008172509,0.0001475404,0.001053222,0.00008327078,0.0004457231,0.00005607318,0.0002572695,0.003257211],"genre_scores_gemma":[0.9968008,0.0002642124,0.002081329,0.0003175689,0.00004358224,0.00005585205,0.00002654167,0.00003950891,0.0003706518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01994798,"threshold_uncertainty_score":0.7938752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972462815","doi":"10.1049/iet-nbt:20070029","title":"Enhanced bio-molecular interactions through recirculating microflows","year":2008,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Microfluidics; Fluorophore; Fluorescence; Biological fluids; Nanotechnology; Materials science; Microchannel; Detection limit; Biological system; Analytical Chemistry (journal); Chemistry; Chromatography; Optics; Biology","authors":[{"name":"Arvind Chandrasekaran","is_ca":true},{"name":"Muthukumaran Packirisamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008640235605574162,"gpt":0.2141543541360048,"spread":0.2055141185304307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003061747,0.0001870308,0.0002084287,0.0001265828,0.0001772554,0.000008366732,0.0002472958,0.0002880068,0.0001358725],"category_scores_gemma":[0.00001642499,0.0002064923,0.00008722276,0.0005280581,0.0001373052,0.00007515535,0.0000421944,0.0003708066,0.000304112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009887297,"about_ca_system_score_gemma":0.00002428196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001428543,"about_ca_topic_score_gemma":0.000001950752,"domain_scores_codex":[0.9990072,0.00001515009,0.0002711526,0.0002738643,0.00007049437,0.0003621845],"domain_scores_gemma":[0.9993976,0.00002271458,0.00003947126,0.0004689141,0.00003704421,0.00003428296],"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":[0.000001987912,0.0000191639,0.000009935503,0.000007605278,0.00004152067,0.00001195366,0.000102713,0.00003194038,0.9799682,0.002143155,0.01528912,0.002372662],"study_design_scores_gemma":[0.000134831,0.00001801339,0.00002913199,0.000009405458,0.000010647,0.0001671375,0.0000389445,0.0001177808,0.8564403,0.0005882397,0.1422596,0.000185994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.882607,0.01400165,0.09790029,0.0004653115,0.0002851088,0.0002146733,0.000009330872,0.001161578,0.003355017],"genre_scores_gemma":[0.9758923,0.02240678,0.001247461,0.0001312998,0.00003678537,0.00007809664,0.00002409161,0.00004669813,0.0001365043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269704,"threshold_uncertainty_score":0.8420513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016076828","doi":"10.1049/iet-nbt.2011.0063","title":"Functional analysis of single Poly(methyl-methacrylate)-based submicron pore electrophoretic flow detectors via translocation of differently sized silica nanoparticles","year":2012,"lang":"en","type":"article","venue":"IET Nanobiotechnology","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Nanoparticle; Electrolyte; Electrophoresis; Polymer; Poly(methyl methacrylate); Nanotechnology; Membrane; Methyl methacrylate; Methacrylate; Chemical engineering; Analytical Chemistry (journal); Electrode; Composite material; Monomer; Chromatography; Chemistry","authors":[{"name":"Manouchehr Hashemi","is_ca":true},{"name":"Bita Moazed","is_ca":true},{"name":"Sven Achenbach","is_ca":true},{"name":"David M. Klymyshyn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009469193338761525,"gpt":0.1911890299369131,"spread":0.1817198365981515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001860112,0.0003019241,0.000796292,0.0009115048,0.000060758,0.000003457224,0.0001907391,0.0004575866,0.0001002885],"category_scores_gemma":[0.00002653983,0.0002875845,0.0003261021,0.0020235,0.000280777,0.00007487051,0.00001550705,0.0002089835,0.000004484265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008147628,"about_ca_system_score_gemma":0.0000250101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004254792,"about_ca_topic_score_gemma":0.00009008741,"domain_scores_codex":[0.9982679,0.00004357089,0.0006545035,0.0002635292,0.0002144027,0.0005560649],"domain_scores_gemma":[0.9991776,0.0001173999,0.0001498258,0.0003869423,0.000096719,0.00007151831],"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":[0.000123199,0.0002438647,0.004074927,0.00008313328,0.0009449917,0.000001271327,0.0001854256,0.002745381,0.9824514,0.00005005169,0.0000139041,0.009082402],"study_design_scores_gemma":[0.0006768327,0.0002132065,0.007191053,0.00001980853,0.0009102693,0.000002647108,0.00004562218,0.006165955,0.9843763,0.0000853271,0.00005984937,0.000253128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643595,0.006513931,0.02818229,0.0001330968,0.0002403913,0.0002047022,0.00006081119,0.0002963513,0.000008935782],"genre_scores_gemma":[0.9983317,0.0002603104,0.001202068,0.00001171172,0.00002370957,0.00003277374,0.00009015427,0.00004145024,0.000006183802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03397215,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}