{"meta":{"query_hash":"5de932459077","filters":{"venue":"Lab on a Chip"},"cohort_total":594,"direct_labels_cover":0,"predictions_cover":594,"exported":594,"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/5de932459077","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lab+on+a+Chip"},"results":[{"id":"W1773443732","doi":"10.1039/c5lc00573f","title":"Reversible nanostructuration of microfluidic electrode devices by CNT magnetic co-entrapment","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrochemical sensors and biosensors","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)","funders":"European Regional Development Fund; Instituto de Salud Carlos III","keywords":"Entrapment; Microfluidics; Electrode; Nanotechnology; Materials science; Chemistry; Medicine","score_opus":0.0077158751922313295,"score_gpt":0.2022244543016796,"score_spread":0.19450857910944827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1773443732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99408925,0.003204251,0.000017758883,0.00011496076,0.00007222001,0.00011367043,0.000013086728,0.000078512494,0.0022963139],"genre_scores_gemma":[0.9989612,0.0003053566,0.00015383585,0.00014550479,0.000041542047,0.0000028016423,0.000041032217,0.00001629062,0.00033244013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992787,0.000019119994,0.00016892333,0.00013166785,0.00016824738,0.00023333637],"domain_scores_gemma":[0.99971235,0.000018288589,0.000029807712,0.00012117773,0.000028179997,0.000090187816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005237076,0.0001253567,0.00014232637,0.00003701008,0.000018795316,0.000014024358,0.00009060082,0.0000728795,0.000050953826],"category_scores_gemma":[0.000013053003,0.00010900891,0.000034545057,0.00013197512,0.000018939412,0.000033508713,0.0000059817144,0.00010854419,0.000032900418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036606016,0.000017693326,0.00020028028,0.00003103952,0.000012151494,0.0000010089523,0.00007962623,0.000015541771,0.95750475,0.000060135488,0.041330673,0.0007104891],"study_design_scores_gemma":[0.0003350497,0.0002310693,0.00040825398,0.000020460062,0.000011571859,0.0000044125404,0.000019853045,0.0001921706,0.979429,0.000081605314,0.019136898,0.00012963999],"about_ca_topic_score_codex":0.00002061767,"about_ca_topic_score_gemma":0.0000046989076,"teacher_disagreement_score":0.022193773,"about_ca_system_score_codex":0.00007498936,"about_ca_system_score_gemma":0.00001185203,"threshold_uncertainty_score":0.44452545},"labels":[],"label_agreement":null},{"id":"W1788642030","doi":"10.1039/c5lc00945f","title":"Microfluidic cell-phoresis enabling high-throughput analysis of red blood cell deformability and biophysical screening of antimalarial drugs","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","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":"Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Blood Services","keywords":"Microfluidics; Red blood cell; Blood cell; Throughput; Cell; High-throughput screening; Chemistry; Nanotechnology; Biology; Immunology; Biochemistry; Materials science; Engineering","score_opus":0.0207302376222133,"score_gpt":0.2506732911110979,"score_spread":0.22994305348888458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1788642030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804443,0.00050550996,0.00015093554,0.00015732335,0.00012433456,0.00017469752,0.000042957796,0.00003062233,0.00076920044],"genre_scores_gemma":[0.9977148,0.0002789638,0.001441002,0.00019423681,0.00014406627,0.000003591584,0.00009542222,0.000016201573,0.00011167148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985605,0.00013660827,0.00044397972,0.00036297302,0.0002742082,0.00022174635],"domain_scores_gemma":[0.99886465,0.00014710843,0.0002245775,0.00041171204,0.00018156512,0.00017037235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034663058,0.0001789059,0.00077818485,0.00029749755,0.000044006174,0.0000061380833,0.0000770734,0.00015879316,0.000061640625],"category_scores_gemma":[0.00010493513,0.00014697557,0.00022035552,0.00078865973,0.00017661341,0.000051888772,0.00006973121,0.00020348394,0.0000050386243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022664587,0.0008059564,0.01894592,0.0002304913,0.00045866126,0.000008325784,0.00089897605,0.000033872075,0.97548866,0.000091582035,0.0004197318,0.0003513393],"study_design_scores_gemma":[0.00687694,0.0018613433,0.08897585,0.00007120905,0.0031767623,0.0000046890336,0.0005268083,0.00077843585,0.89701307,0.00007739791,0.00042304327,0.0002144699],"about_ca_topic_score_codex":0.00033660873,"about_ca_topic_score_gemma":0.000003056586,"teacher_disagreement_score":0.078475624,"about_ca_system_score_codex":0.00002006703,"about_ca_system_score_gemma":0.00008268504,"threshold_uncertainty_score":0.59934896},"labels":[],"label_agreement":null},{"id":"W1797660862","doi":"10.1039/c5lc00729a","title":"Liquid phase solvent bonding of plastic microfluidic devices assisted by retention grooves","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bio-Rad (Canada); University of Toronto; Canadian Celiac Association; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Grand Challenges Canada; Ontario Centres of Excellence","keywords":"Microfluidics; Solvent; Materials science; Phase (matter); Liquid phase; Chromatography; Composite material; Nanotechnology; Chemistry; Organic chemistry","score_opus":0.020359401347668744,"score_gpt":0.24396664004710766,"score_spread":0.2236072386994389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1797660862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9517563,0.04461355,0.0017120219,0.000047832542,0.00014194785,0.00014384091,0.000048323996,0.00012813407,0.0014080417],"genre_scores_gemma":[0.9953161,0.004184318,0.000031106076,0.000049596012,0.00005068372,0.000031616386,0.00010437737,0.000032419008,0.00019981274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991475,0.000026216907,0.0002691129,0.00017100661,0.00017072094,0.00021544154],"domain_scores_gemma":[0.99954015,0.00003677675,0.00006008691,0.00021049868,0.000039788756,0.00011272324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012233756,0.00014940885,0.00018255737,0.00008633209,0.000044035467,0.00001809143,0.00013523588,0.00007679992,0.00005461149],"category_scores_gemma":[0.000023891263,0.00014614701,0.000074386815,0.00022303597,0.000029489667,0.000055665507,0.000016293996,0.00011071301,0.0000675676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006130455,0.00009423076,0.000041401272,0.0000450161,0.00004152627,8.7398763e-7,0.00009139927,0.000002442152,0.83592546,0.001112884,0.16235992,0.00022353031],"study_design_scores_gemma":[0.0011570466,0.0004973362,0.0003567286,0.000089394554,0.00006430354,0.000005491749,0.00009829681,0.00027031876,0.8545235,0.0000833129,0.14262591,0.00022837211],"about_ca_topic_score_codex":0.000008684225,"about_ca_topic_score_gemma":0.0000011242223,"teacher_disagreement_score":0.043559767,"about_ca_system_score_codex":0.00008089745,"about_ca_system_score_gemma":0.000023903074,"threshold_uncertainty_score":0.5959702},"labels":[],"label_agreement":null},{"id":"W1799549188","doi":"10.1039/c5lc00741k","title":"One-step in-mould modification of PDMS surfaces and its application in the fabrication of self-driven microfluidic channels","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; McMaster University","keywords":"Wetting; Materials science; Microfluidics; Contact angle; Surface modification; Fabrication; Polymer; Nanotechnology; PDMS stamp; Ionic bonding; Chemical engineering; Composite material; Chemistry; Organic chemistry","score_opus":0.021847151881540218,"score_gpt":0.23370324177432064,"score_spread":0.21185608989278043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1799549188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801309,0.017830184,0.0007272795,0.0001978996,0.000018443136,0.0005403874,0.000009958843,0.000036066293,0.0005088887],"genre_scores_gemma":[0.9836082,0.01610689,0.000053108204,0.000028740962,0.00001919018,0.00013230648,0.00003033562,0.0000136581475,0.0000075731696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992283,0.00005521601,0.00028870662,0.0001550422,0.00014939466,0.00012336308],"domain_scores_gemma":[0.999524,0.000047698144,0.00007746458,0.00025640187,0.000064172666,0.000030270647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002737552,0.000095772324,0.00015840323,0.00012309082,0.000015858417,0.000007042596,0.00017708805,0.00007950964,0.0000019646543],"category_scores_gemma":[0.00001650336,0.00008838467,0.000018269351,0.00043924034,0.000020091327,0.00005228944,0.000011912401,0.0001075857,0.000008168496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019454928,0.00018250689,0.0014774505,0.00011071846,0.000014861637,1.1676341e-7,0.0028066144,0.0005437947,0.9820392,0.009764731,0.0016283572,0.0014121981],"study_design_scores_gemma":[0.0013449566,0.00019595832,0.060949676,0.00010458114,0.00004491072,0.0000038566377,0.00078291807,0.054389764,0.86979306,0.0016230114,0.010403237,0.0003641033],"about_ca_topic_score_codex":0.00007003385,"about_ca_topic_score_gemma":0.000011189147,"teacher_disagreement_score":0.11224616,"about_ca_system_score_codex":0.000051851024,"about_ca_system_score_gemma":0.000020051046,"threshold_uncertainty_score":0.36042222},"labels":[],"label_agreement":null},{"id":"W1814220024","doi":"10.1039/c5lc01045d","title":"Single chip SPR and fluorescent ELISA assay of prostate specific antigen","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"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 Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Université de Montréal; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Research Council Canada; Canada Foundation for Innovation","keywords":"Fluorescence; Prostate-specific antigen; Antigen; Chemistry; Chip; Molecular biology; Prostate cancer; Virology; Chromatography; Biology; Immunology; Computer science; Cancer; Physics; Genetics","score_opus":0.02045097571566899,"score_gpt":0.26066199297156223,"score_spread":0.24021101725589325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1814220024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967808,0.00058743387,0.00014230589,0.0001620366,0.000049667462,0.00012859015,0.000024294279,0.000027741733,0.002097108],"genre_scores_gemma":[0.9950991,0.00030947197,0.0038811269,0.00016146783,0.00011609236,0.000002154348,0.000070173315,0.000015925878,0.00034447815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999164,0.000059572998,0.00017347837,0.00029138653,0.00014284549,0.00016874948],"domain_scores_gemma":[0.9994243,0.0000068127347,0.0000962894,0.000296239,0.00008546915,0.00009093348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023363133,0.00013787775,0.00016447058,0.000045558874,0.000031032847,0.000017756518,0.00008455467,0.000094661686,0.0000011793315],"category_scores_gemma":[0.00006163583,0.00010995681,0.000054405853,0.00009137911,0.000108262306,0.000002618207,0.000065608525,0.0000660443,0.0000026745977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017744722,0.00012440137,0.0030112667,0.000009088007,0.000027244256,0.000003910318,0.000047091322,0.0000017691456,0.9846913,0.00010509671,0.0016731243,0.010128253],"study_design_scores_gemma":[0.0003277945,0.00053530006,0.0021274982,0.000028874829,0.0000093407625,0.0000062558706,0.00004512226,0.000012552697,0.95236874,0.00015773505,0.044236276,0.00014450616],"about_ca_topic_score_codex":0.000008953526,"about_ca_topic_score_gemma":0.000011306613,"teacher_disagreement_score":0.04256315,"about_ca_system_score_codex":0.000012147568,"about_ca_system_score_gemma":0.000021511574,"threshold_uncertainty_score":0.44839087},"labels":[],"label_agreement":null},{"id":"W1827451378","doi":"10.1039/c5lc00681c","title":"A microfluidic device for rapid quantification of cell-free DNA in patients with severe sepsis","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Sepsis; DNA; Cell-free fetal DNA; Cell; Medicine; Nanotechnology; Chemistry; Materials science; Biology; Internal medicine; Genetics; Biochemistry","score_opus":0.021517857363920215,"score_gpt":0.21099663760781767,"score_spread":0.18947878024389747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1827451378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971713,0.0010651242,0.00054546486,0.00009717326,0.000082591745,0.00029422657,0.00004962661,0.00019211369,0.00050241436],"genre_scores_gemma":[0.9977932,0.00013693508,0.0019121473,0.000042250984,0.000009552277,0.0000106425505,0.000037161688,0.000023131013,0.000034997032],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994084,0.0000124598655,0.00017058096,0.00014418626,0.00010591506,0.00015844661],"domain_scores_gemma":[0.99947506,0.000032805427,0.00004262102,0.00035427936,0.00006698752,0.000028249577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011047775,0.00011795374,0.00015627539,0.00011203662,0.000014887124,0.000008900867,0.00017372318,0.00009961515,0.0000029075802],"category_scores_gemma":[0.00005495707,0.00009703458,0.000024493525,0.00021115411,0.000030095021,0.000040205792,0.000024873316,0.0000776637,0.0000094507795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009835234,0.0007663742,0.05343509,0.0009922952,0.00010254812,0.0000038721387,0.0015850582,0.00015445692,0.6045585,0.0008044006,0.31159282,0.02502101],"study_design_scores_gemma":[0.0035378144,0.000420998,0.016636906,0.00016939078,0.000024386545,9.3520254e-7,0.00024416257,0.00026150353,0.96531504,0.00030569354,0.012775854,0.00030732952],"about_ca_topic_score_codex":0.00001510578,"about_ca_topic_score_gemma":0.000008547571,"teacher_disagreement_score":0.3607565,"about_ca_system_score_codex":0.00004990805,"about_ca_system_score_gemma":0.000018526476,"threshold_uncertainty_score":0.39569554},"labels":[],"label_agreement":null},{"id":"W1838309066","doi":"10.1039/c5lc00660k","title":"A digital microfluidic device with integrated nanostructured microelectrodes for electrochemical immunoassays","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Microelectrode; Microfluidics; Nanotechnology; Materials science; Differential pulse voltammetry; Digital microfluidics; Detection limit; Electrode; Immunoassay; Indium tin oxide; Electrochemistry; Cyclic voltammetry; Optoelectronics; Chemistry; Chromatography","score_opus":0.008751686028706046,"score_gpt":0.20126187867700393,"score_spread":0.19251019264829788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1838309066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97825104,0.010562727,0.00637705,0.00023796692,0.00012920337,0.0003852862,0.000043650725,0.0021261268,0.0018869224],"genre_scores_gemma":[0.9973898,0.00014182454,0.0016002527,0.00014350083,0.000058488342,0.0000738594,0.00013507044,0.00009003679,0.0003671603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998747,0.000011780947,0.00020217295,0.00029886572,0.00012702122,0.00061316224],"domain_scores_gemma":[0.9994033,0.000059419424,0.00003618252,0.00030682748,0.0001063441,0.00008794013],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000089396475,0.0003219597,0.00027563015,0.00012726031,0.000058734087,0.000102115075,0.00030635865,0.0001951077,0.000002699148],"category_scores_gemma":[0.00014194772,0.00025529653,0.00006542719,0.00036802096,0.00007084053,0.0000954725,0.000022180751,0.00039232336,0.000020361027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021782289,0.000024568006,0.000075901786,0.000028679984,0.000088688714,0.0000039387915,0.000095203795,0.0000014480275,0.96526563,0.0002932656,0.024700234,0.009204641],"study_design_scores_gemma":[0.0010104227,0.00057452713,0.000014742328,0.000057583533,0.000022526781,0.00009355014,0.00009688088,0.000034705623,0.93396103,0.0005417203,0.0632712,0.00032109796],"about_ca_topic_score_codex":0.000005570315,"about_ca_topic_score_gemma":0.0000040290583,"teacher_disagreement_score":0.038570967,"about_ca_system_score_codex":0.00019846228,"about_ca_system_score_gemma":0.000098858334,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W1857880295","doi":"10.1039/c5lc00576k","title":"Patchiness in a microhabitat chip affects evolutionary dynamics of bacterial cooperation","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","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":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies; Agence Nationale de la Recherche; Canada Foundation for Innovation; Burroughs Wellcome Fund","keywords":"Habitat; Biology; Ecology; Competition (biology); Spatial heterogeneity; Population; Spatial ecology","score_opus":0.01735997631198569,"score_gpt":0.2746519825073383,"score_spread":0.2572920061953526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1857880295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98292994,0.00007213244,0.000119787284,0.0012026769,0.0005654322,0.00030408593,0.00003079865,0.000044136697,0.01473103],"genre_scores_gemma":[0.998415,0.000016836675,0.00016948044,0.000119752425,0.000317225,0.000022756025,0.00016533046,0.000009475783,0.00076412567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985423,0.0006208375,0.00019135422,0.00018638215,0.0002639092,0.0001952134],"domain_scores_gemma":[0.9994613,0.0001149284,0.00007542987,0.00013698016,0.00012426756,0.000087083165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008061705,0.00010525871,0.00015595109,0.00009859592,0.00014841717,0.000026075482,0.00015068211,0.00011490478,0.00011397283],"category_scores_gemma":[0.00035909296,0.000103465805,0.000034874214,0.0003988295,0.00015413854,0.00028454035,0.000025142186,0.00012031239,0.00004656817],"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":[0.0010986272,0.00062827865,0.017479582,0.000027338494,0.000014967619,0.00000888779,0.016486496,0.0018149602,0.0042944252,0.9535376,0.0017105356,0.0028982954],"study_design_scores_gemma":[0.022706404,0.005145444,0.5265955,0.0013133938,0.00014022131,0.000037752256,0.026422098,0.05990418,0.004358899,0.31511757,0.034494646,0.003763913],"about_ca_topic_score_codex":0.00049762713,"about_ca_topic_score_gemma":0.010050883,"teacher_disagreement_score":0.63842005,"about_ca_system_score_codex":0.00027934907,"about_ca_system_score_gemma":0.00036387646,"threshold_uncertainty_score":0.56086284},"labels":[],"label_agreement":null},{"id":"W1858963394","doi":"10.1039/c5lc00326a","title":"Bubble pump: scalable strategy for in-plane liquid routing","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Reciprocating motion; Microfluidics; Materials science; Microchannel; Volumetric flow rate; Flow control (data); Mechanics; Mechanical engineering; Flow (mathematics); Fluidics; Optoelectronics; Nanotechnology; Engineering; Electrical engineering; Physics","score_opus":0.021382068234207866,"score_gpt":0.23764794825061736,"score_spread":0.2162658800164095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1858963394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695487,0.004612432,0.000943155,0.00011816914,0.00008365948,0.00031532202,0.00002161697,0.00019208866,0.024164846],"genre_scores_gemma":[0.99804026,0.0008968682,0.000070622445,0.00009840869,0.00009602871,0.00009040861,0.000044983342,0.000029456194,0.00063295744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934435,0.000009789652,0.00015176945,0.00014038253,0.00007901881,0.0002747192],"domain_scores_gemma":[0.99967337,0.00002849219,0.000015384523,0.00017639519,0.000022859105,0.00008350941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014844259,0.00010493806,0.00012513979,0.000049144925,0.000032168387,0.000022566257,0.00010832721,0.00006467028,0.000036926485],"category_scores_gemma":[0.000014675266,0.00010462046,0.000024813382,0.00015587734,0.000009124792,0.000037433772,0.00000909093,0.00010586544,0.000107106476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025309587,0.00015984867,0.00032535323,0.00012243142,0.000054838853,0.000009076408,0.0006132617,0.004414644,0.7272527,0.05105002,0.21365748,0.0020871952],"study_design_scores_gemma":[0.002071311,0.0007386045,0.0004514615,0.000075448035,0.000023256405,0.000016964583,0.0002987221,0.0065531186,0.71081555,0.0033675572,0.27498007,0.000607934],"about_ca_topic_score_codex":0.00003351104,"about_ca_topic_score_gemma":0.000018584637,"teacher_disagreement_score":0.061322585,"about_ca_system_score_codex":0.000072237184,"about_ca_system_score_gemma":0.000033945056,"threshold_uncertainty_score":0.42662987},"labels":[],"label_agreement":null},{"id":"W1883713246","doi":"10.1039/c5lc00552c","title":"On-chip lysis of mammalian cells through a handheld corona device","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Queen's University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Lysis; Chip; Materials science; Lab-on-a-chip; Fluorescence microscope; Fluorescence; Nanotechnology; Chemistry; Microfluidics; Computer science; Physics; Optics; Biochemistry","score_opus":0.03277536074301537,"score_gpt":0.23298104755140162,"score_spread":0.20020568680838624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883713246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573333,0.0008169411,0.00070360384,0.0002982702,0.00034659333,0.00012023122,0.000030787232,0.00060802075,0.011342196],"genre_scores_gemma":[0.99680144,0.00011126374,0.0022938554,0.00029128886,0.000044803255,0.0000031901893,0.000007244676,0.000029026232,0.0004178762],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991944,0.000019526595,0.0001911974,0.00017871721,0.00017673534,0.0002394345],"domain_scores_gemma":[0.99941725,0.00005425668,0.00003497904,0.00040745258,0.000034216715,0.00005185608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010723979,0.00017929428,0.00024099767,0.00006963256,0.000028324219,0.000017421988,0.0002087483,0.00015971919,0.000040951094],"category_scores_gemma":[0.00005416021,0.00015011519,0.00006558084,0.00021164805,0.00006622722,0.00003899538,0.000043947206,0.00018272645,0.00024074863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002933314,0.00037434502,0.0008849366,0.00044116616,0.0002896248,0.000115169256,0.0032836553,0.002640334,0.67089874,0.021817343,0.27180463,0.027156748],"study_design_scores_gemma":[0.0006482413,0.00024972766,0.00028932476,0.00013644765,0.00003330407,0.0000069677144,0.0002991582,0.0005919946,0.95915574,0.0026135866,0.035680484,0.00029503537],"about_ca_topic_score_codex":0.00010441925,"about_ca_topic_score_gemma":0.00003166414,"teacher_disagreement_score":0.288257,"about_ca_system_score_codex":0.000051044273,"about_ca_system_score_gemma":0.000017344928,"threshold_uncertainty_score":0.6121519},"labels":[],"label_agreement":null},{"id":"W1886618619","doi":"10.1039/c5lc00543d","title":"Mechanical differences of sickle cell trait (SCT) and normal red blood cells","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","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":"Mount Sinai Hospital; University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Sickle cell trait; Hemoglobin s; Cell; Blood viscosity; Hemoglobin; Hemorheology; Trait; Red blood cell; Shear stress; Sickle cell anemia; Immunology; Chemistry; Medicine; Biology; Biophysics; Pathology; Materials science; Internal medicine; Genetics; Composite material","score_opus":0.03042021695029784,"score_gpt":0.22509217492343148,"score_spread":0.19467195797313364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1886618619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99205285,0.00020976657,0.000009624259,0.0005300455,0.000066365596,0.00013189025,0.000005648175,0.000021632219,0.0069721686],"genre_scores_gemma":[0.99777764,0.000017923703,0.0003925535,0.00026287793,0.00007962292,0.0000036863048,0.000004297586,0.000008659251,0.0014527461],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939954,0.000029375115,0.0001477891,0.00012996161,0.00018088141,0.0001124679],"domain_scores_gemma":[0.9996465,0.000019947229,0.000048296803,0.00012959477,0.0000389963,0.00011665761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010122566,0.000080356636,0.00019396703,0.000026710042,0.000017881339,0.0000072439975,0.000042458636,0.00006686026,0.00008312467],"category_scores_gemma":[0.000016015423,0.0000555291,0.0000315449,0.00005475886,0.000028565504,0.000027471915,0.000022587812,0.00009383225,0.000007570632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052071232,0.004221404,0.02534221,0.0010560065,0.00032078114,0.00007788636,0.007346824,0.000020075226,0.9001079,0.0069240616,0.004586125,0.044789575],"study_design_scores_gemma":[0.008891628,0.0058970903,0.05711539,0.00018759578,0.00039813799,0.000029956433,0.0006144083,0.0013215119,0.9214443,0.0012082963,0.002618391,0.00027328506],"about_ca_topic_score_codex":0.000052311894,"about_ca_topic_score_gemma":0.000010060986,"teacher_disagreement_score":0.04451629,"about_ca_system_score_codex":0.0000042974602,"about_ca_system_score_gemma":0.00003286086,"threshold_uncertainty_score":0.2264411},"labels":[],"label_agreement":null},{"id":"W1892267647","doi":"10.1039/c5lc00852b","title":"Polymer-based microfluidic chip for rapid and efficient immunomagnetic capture and release of Listeria monocytogenes","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":47,"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; Institut National de la Recherche Scientifique; Health Canada; National Research Council Canada","funders":"National Research Council Canada; Health Canada","keywords":"Microfluidics; Listeria monocytogenes; Immunomagnetic separation; Polymer; Magnetic nanoparticles; Magnetic separation; Microfluidic chip; Chromatography; Materials science; Nanotechnology; Listeria; Recovery rate; Chemistry; Nanoparticle; Bacteria; Biology","score_opus":0.01893035151750135,"score_gpt":0.21665187134048322,"score_spread":0.19772151982298186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892267647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676556,0.012210231,0.00046262261,0.000110373614,0.000104426785,0.00013602183,0.000030780615,0.00004487654,0.00013511388],"genre_scores_gemma":[0.99961317,0.00006212286,0.00014634062,0.00006160929,0.000035987905,0.0000071572645,0.000004742418,0.000017896295,0.000050999115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955994,0.000012434758,0.00012426582,0.00012317671,0.00005719839,0.0001230023],"domain_scores_gemma":[0.99972594,0.000031694526,0.000019876188,0.00011193565,0.000019785124,0.00009076558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006393052,0.00010758282,0.00014224408,0.000054642373,0.000023864326,0.000018385515,0.000032619606,0.00006840626,0.0000054814377],"category_scores_gemma":[0.000019533736,0.00009270995,0.00003300161,0.000066185654,0.00004257079,0.000010643327,0.0000087771805,0.000053558477,0.0000017277833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041714948,0.0000774913,0.00023839371,0.00040254788,0.000039317285,0.000003575034,0.00022659714,0.00062833616,0.9754661,0.00028167118,0.00045314603,0.021765701],"study_design_scores_gemma":[0.0026994008,0.0008408411,0.0069264146,0.00011772771,0.00008116004,0.000012232244,0.000079149184,0.13310769,0.8532822,0.00010937709,0.0024095573,0.00033424995],"about_ca_topic_score_codex":0.000033485005,"about_ca_topic_score_gemma":0.0000036619272,"teacher_disagreement_score":0.13247935,"about_ca_system_score_codex":0.0000125081815,"about_ca_system_score_gemma":0.000008690677,"threshold_uncertainty_score":0.37806022},"labels":[],"label_agreement":null},{"id":"W1912025418","doi":"10.1039/c5lc00315f","title":"Size reduction of cosolvent-infused microbubbles to form acoustically responsive monodisperse perfluorocarbon nanodroplets","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Ultrasound and Hyperthermia Applications","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":"University of Toronto; Sunnybrook Hospital; Toronto Public Health; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Prostate Cancer Canada","keywords":"Dispersity; Microbubbles; Reduction (mathematics); Nanotechnology; Chemical engineering; Materials science; Chemistry; Biomedical engineering; Acoustics; Engineering; Ultrasound; Mathematics; Physics","score_opus":0.015205831915292243,"score_gpt":0.22708007869963734,"score_spread":0.2118742467843451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912025418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920923,0.000075175114,0.00049114355,0.00029954387,0.0001684136,0.00029676914,0.00003369176,0.00017809747,0.0063648536],"genre_scores_gemma":[0.9965831,0.000022613887,0.0027371072,0.0001189385,0.000095929674,0.00005035139,0.000010691394,0.000036786263,0.0003444721],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992613,0.000018130631,0.00020004711,0.00016771526,0.00015109015,0.00020166844],"domain_scores_gemma":[0.9993453,0.00008671513,0.000028315355,0.00028381957,0.00008940377,0.0001664557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009845904,0.00014176987,0.00017557225,0.000069443835,0.00003730691,0.000019087318,0.00012817983,0.000082080514,0.000031855943],"category_scores_gemma":[0.00013951657,0.00013500235,0.000050740695,0.00020297467,0.000030467369,0.000050721897,0.000015692493,0.000113179245,0.00012883378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014094451,0.00008057068,0.00003999826,0.000023912762,0.000028632086,0.0000017066059,0.0018665238,0.0035973575,0.9888334,0.0011434295,0.0027650013,0.0014784852],"study_design_scores_gemma":[0.00447589,0.001421196,0.006526994,0.0003687775,0.00024393992,0.00010649978,0.0052042594,0.0111290505,0.87745845,0.0025463728,0.088939324,0.0015792182],"about_ca_topic_score_codex":0.00002023765,"about_ca_topic_score_gemma":0.000017202563,"teacher_disagreement_score":0.11137496,"about_ca_system_score_codex":0.000093880466,"about_ca_system_score_gemma":0.000046966776,"threshold_uncertainty_score":0.55052364},"labels":[],"label_agreement":null},{"id":"W1932794117","doi":"10.1039/c5lc00940e","title":"Detection of leukemia markers using long-range surface plasmon waveguides functionalized with Protein G","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"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 Public Health; Mount Sinai Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Range (aeronautics); Plasmon; Surface plasmon; Leukemia; Nanotechnology; Optoelectronics; Materials science; Biology; Immunology; Composite material","score_opus":0.01946066088534737,"score_gpt":0.2573184226586235,"score_spread":0.2378577617732761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932794117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407256,0.000098098426,0.0049308226,0.000024550529,0.000027935597,0.00017734368,0.000008513247,0.000034136025,0.0006260397],"genre_scores_gemma":[0.9919837,0.000009322422,0.0071786465,0.000056819415,0.00005335755,0.000003932985,0.000029972103,0.000018767323,0.0006654446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920166,0.00006607869,0.00015559244,0.00025524903,0.00018345818,0.00013795144],"domain_scores_gemma":[0.9994218,0.0000064571304,0.00013152618,0.00023295148,0.00014719984,0.00006007993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019258165,0.00013987816,0.00015004758,0.000040579616,0.000042711144,0.000010223717,0.0000631034,0.00011976094,0.0000019376555],"category_scores_gemma":[0.000057992664,0.00010677062,0.00006008963,0.00014372848,0.0000826893,0.0000042790953,0.000026067077,0.00007264376,0.0000011048662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014690747,0.00003379298,0.0012355187,0.000015230456,0.000064390515,0.000003092307,0.000008681505,0.00039912507,0.99564916,0.000008855848,0.000047532467,0.0010655638],"study_design_scores_gemma":[0.0006436138,0.00068943313,0.00070499536,0.000056981764,0.000033780583,0.000016747166,0.00003957776,0.0005598539,0.9958032,0.000040162886,0.0012537587,0.00015793892],"about_ca_topic_score_codex":0.00007850061,"about_ca_topic_score_gemma":0.00011421703,"teacher_disagreement_score":0.0022478239,"about_ca_system_score_codex":0.00006381016,"about_ca_system_score_gemma":0.00008387061,"threshold_uncertainty_score":0.43539795},"labels":[],"label_agreement":null},{"id":"W1954727530","doi":"10.1039/c5lc00703h","title":"A cyclically actuated electrolytic drug delivery device","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Drug; Drug delivery; Nanotechnology; Materials science; Pharmacology; Medicine","score_opus":0.011106771087714067,"score_gpt":0.20934476888459289,"score_spread":0.1982379977968788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954727530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97751886,0.00731458,0.00023125437,0.00027511522,0.000048478763,0.00015644135,0.000005325817,0.00044266775,0.014007298],"genre_scores_gemma":[0.99525374,0.0033490397,0.000056944784,0.00072508253,0.00008358119,0.00004535479,0.000024827297,0.00003948584,0.00042194274],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991802,0.000022564926,0.00015164343,0.00016796179,0.00015213709,0.0003254929],"domain_scores_gemma":[0.99944955,0.00003484286,0.00001708553,0.00027851693,0.000041959884,0.00017806859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101438214,0.00014753289,0.00013856422,0.000057630466,0.000040852625,0.000026788572,0.00017748185,0.00006018729,0.00006558807],"category_scores_gemma":[0.000015950363,0.00013900305,0.000043007272,0.00026338085,0.000015703014,0.00003903409,0.000014470775,0.0001887611,0.0008137337],"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":[0.000050553546,0.00007074813,0.00010122001,0.000019006795,0.0000714824,0.000008567775,0.00036599254,0.00006891217,0.61852014,0.0027610671,0.37482747,0.003134857],"study_design_scores_gemma":[0.0015429687,0.0002146398,0.0017177537,0.000043583776,0.0000820643,0.000039002185,0.00007213237,0.004973023,0.3347803,0.0028493518,0.65288526,0.0007999097],"about_ca_topic_score_codex":0.000024921128,"about_ca_topic_score_gemma":0.00001802275,"teacher_disagreement_score":0.28373984,"about_ca_system_score_codex":0.000114852206,"about_ca_system_score_gemma":0.00005216626,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W1959247255","doi":"10.1039/c5lc00527b","title":"Microalgae on display: a microfluidic pixel-based irradiance assay for photosynthetic growth","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Algal biology and biofuel production","field":"Energy","cited_by":46,"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 Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Irradiance; Photobioreactor; Laboratory flask; Microfluidics; Biological system; Light intensity; Intensity (physics); Environmental science; Optics; Materials science; Chemistry; Nanotechnology; Biology; Biofuel; Biotechnology; Physics","score_opus":0.02513769578019164,"score_gpt":0.24568557351111786,"score_spread":0.2205478777309262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959247255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795131,0.0010891618,0.00063294347,0.0056252126,0.0016541847,0.00066248555,0.00009785155,0.00026005,0.010465006],"genre_scores_gemma":[0.9938676,0.000019137944,0.00035105925,0.0035485374,0.00042739656,0.000098733806,0.00012149923,0.000036272853,0.0015297631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868846,0.00015756652,0.00019097168,0.0004829373,0.00012132324,0.00035875716],"domain_scores_gemma":[0.9991936,0.00014644177,0.00008717067,0.00035705755,0.00008070967,0.00013498514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364537,0.00022995193,0.00021562177,0.00008895824,0.00012916171,0.000023108332,0.0001992953,0.00022050815,0.00004977244],"category_scores_gemma":[0.0003379866,0.00018357697,0.00010602581,0.00015722003,0.00011667549,0.000044271364,0.000014734353,0.00019954743,0.0006569356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072714165,0.0013542941,0.004155144,0.00026336123,0.00016327281,0.000019483794,0.0005546212,0.00007479805,0.8415397,0.069936804,0.053756434,0.020910688],"study_design_scores_gemma":[0.0024755246,0.0013277663,0.002159193,0.0000834756,0.000046906665,0.000015832265,0.000030402694,0.00023432303,0.69243217,0.0078873,0.29279974,0.0005073821],"about_ca_topic_score_codex":0.0001263129,"about_ca_topic_score_gemma":0.000040418727,"teacher_disagreement_score":0.23904333,"about_ca_system_score_codex":0.000105241044,"about_ca_system_score_gemma":0.000078587,"threshold_uncertainty_score":0.8443797},"labels":[],"label_agreement":null},{"id":"W1963598198","doi":"10.1039/c3lc51352a","title":"Application of a three-dimensional (3D) particle tracking method to microfluidic particle focusing","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Particle (ecology); Tracking (education); Microfluidics; Engineering; Nanotechnology; Computer science; Materials science; Physics; Biology","score_opus":0.019191097249992385,"score_gpt":0.24795107134423483,"score_spread":0.22875997409424245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963598198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7078783,0.00038404806,0.29060763,0.0004549204,0.000051970008,0.00013172657,0.0000031366546,0.0003874936,0.000100786],"genre_scores_gemma":[0.9754552,0.00000784273,0.024202447,0.00023628438,0.000048850652,0.000011005854,0.000002073907,0.000025934774,0.000010336753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991198,0.000033866552,0.00023787936,0.00020747619,0.00013890582,0.0002620829],"domain_scores_gemma":[0.99943995,0.00010178054,0.000035719488,0.0003268465,0.00003704371,0.000058660484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035308118,0.00013434762,0.00018983046,0.0000507717,0.000057442416,0.00001818674,0.00013032315,0.000087383276,0.000010407023],"category_scores_gemma":[0.0000646005,0.00012201271,0.00004559577,0.00027300103,0.000035897803,0.00004396602,0.000046003774,0.00011126668,0.000075536154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016368487,0.000029494182,0.00090709963,0.00002081201,0.000010727394,6.1847953e-7,0.00007248347,0.00059654185,0.8660599,0.0020027217,0.0006978743,0.12958537],"study_design_scores_gemma":[0.00022975773,0.00006932706,0.0028587633,0.000047176156,0.000014490754,0.000005060477,0.000013510987,0.053548016,0.93730533,0.0008593573,0.0049045198,0.0001446744],"about_ca_topic_score_codex":0.000037572063,"about_ca_topic_score_gemma":0.000009682866,"teacher_disagreement_score":0.26757693,"about_ca_system_score_codex":0.000032442724,"about_ca_system_score_gemma":0.0000066510593,"threshold_uncertainty_score":0.49755338},"labels":[],"label_agreement":null},{"id":"W1964647964","doi":"10.1039/b913390a","title":"Macro- and microscale fluid flow systems for endothelial cell biology","year":2009,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":212,"is_retracted":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; Microfluidics; Flexibility (engineering); Macro; Computer science; Nanotechnology; Biochemical engineering; Systems engineering; Data science; Engineering; Materials science","score_opus":0.034394237328483325,"score_gpt":0.32029537286130577,"score_spread":0.2859011355328224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964647964","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":[0.0000275379,0.99348855,0.0005314316,0.00001170378,0.0008369072,0.0009801143,0.00046707047,0.00018042648,0.0034762702],"genre_scores_gemma":[0.000045970843,0.9971133,0.0007564023,0.000023092098,0.00063747226,0.00017629909,0.00012327827,0.00008804118,0.0010361592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984891,0.00009774432,0.00039435565,0.00037006687,0.00012117353,0.0005275875],"domain_scores_gemma":[0.99886286,0.00055550004,0.00004963838,0.00034097358,0.00002216075,0.0001688613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040454636,0.0003428516,0.0009809122,0.00017913856,0.000050366816,0.000068704176,0.00034708256,0.00050648727,0.000025395138],"category_scores_gemma":[0.00012419675,0.00027228447,0.0001854216,0.0001467714,0.00007234831,0.000012859876,0.000061361185,0.00048015188,0.0001669425],"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":[0.000005090447,0.000020798572,4.678222e-7,0.024685858,0.000046908524,0.0000044392305,0.000013242175,0.000009983998,0.00031439832,0.0002636441,0.0030492956,0.97158587],"study_design_scores_gemma":[0.0002505043,0.00010124404,4.851407e-7,0.0024264564,0.00004929844,0.00001265755,8.434137e-7,0.0015065158,0.0000910245,0.000044900768,0.99526495,0.00025111318],"about_ca_topic_score_codex":0.000006986336,"about_ca_topic_score_gemma":7.946884e-7,"teacher_disagreement_score":0.99221563,"about_ca_system_score_codex":0.000092450886,"about_ca_system_score_gemma":0.00005299427,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W1967110885","doi":"10.1039/c2lc41123g","title":"All-thermoplastic nanoplasmonic microfluidic device for transmission SPR biosensing","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Plasmonic and Surface Plasmon Research","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":"McGill University; National Research Council Canada","funders":"","keywords":"Microfluidics; Biosensor; Nanotechnology; Materials science; Fluidics; Surface plasmon resonance; Lab-on-a-chip; Computer science; Engineering","score_opus":0.029048219779786617,"score_gpt":0.2644495576288259,"score_spread":0.23540133784903927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967110885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901562,0.003326063,0.0025004437,0.00021793805,0.0005204599,0.0003599433,0.000031079555,0.00032845637,0.002559457],"genre_scores_gemma":[0.99432796,0.00053286285,0.0043674903,0.00019967344,0.000040350547,0.000025582694,0.000025557405,0.00008849067,0.00039205857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983609,0.000042368378,0.00023947278,0.00021817682,0.00025444044,0.00088466395],"domain_scores_gemma":[0.9989735,0.00044293999,0.000022877133,0.0002337901,0.000029310104,0.00029760756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000335485,0.00026474154,0.00025270836,0.0001300374,0.000116346426,0.00004205128,0.00017197244,0.00017603625,0.000083244864],"category_scores_gemma":[0.00004922435,0.0002372599,0.00011156617,0.0001941257,0.000032957734,0.0001362308,0.000018158273,0.0002893595,0.0003797596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023746496,0.00017153472,0.0010965083,0.00042110766,0.0001848202,0.000013082722,0.0008207348,0.002168539,0.9648496,0.00059264473,0.016414737,0.013029236],"study_design_scores_gemma":[0.0015128489,0.00012845098,0.0020515835,0.00021475398,0.00005965312,0.00003564893,0.00008345743,0.068843015,0.61857045,0.00007517499,0.30779272,0.0006322603],"about_ca_topic_score_codex":0.0000068703457,"about_ca_topic_score_gemma":0.0000033029617,"teacher_disagreement_score":0.34627914,"about_ca_system_score_codex":0.00010428998,"about_ca_system_score_gemma":0.000033073633,"threshold_uncertainty_score":0.96751773},"labels":[],"label_agreement":null},{"id":"W1967661005","doi":"10.1039/b609871a","title":"Proteome-on-a-chip: Mirage, or on the horizon?","year":2006,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":119,"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":"Canada Research Chairs","keywords":"Proteome; Proteomics; Microfluidics; Data science; Profiling (computer programming); Computational biology; Nanotechnology; Computer science; Chemistry; Bioinformatics; Biology; Materials science; Genetics","score_opus":0.025482022293195603,"score_gpt":0.26240317933278734,"score_spread":0.23692115703959174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967661005","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":[0.0001804137,0.9672242,0.00003013257,0.00008525193,0.00013906173,0.0019887302,0.00012122955,0.00028830612,0.029942678],"genre_scores_gemma":[0.00006889045,0.9927751,0.000014925099,0.00014933762,0.0004488096,0.0014558134,0.00015484926,0.00016420436,0.0047680624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833643,0.000106647276,0.00043955282,0.00041825965,0.00028093642,0.00041818892],"domain_scores_gemma":[0.9985489,0.000252736,0.000108213484,0.0009957498,0.000017578379,0.00007677515],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016074181,0.00057406357,0.0008028415,0.00013850683,0.00015895921,0.000070781614,0.0005547292,0.00029735663,0.00038283685],"category_scores_gemma":[0.000027909575,0.0003259903,0.00031488776,0.0005255469,0.000035885925,0.000014976801,0.000026821746,0.0008564107,0.0017499905],"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":[0.000015216482,0.000101569916,1.0663734e-7,0.0031926401,0.00018397022,0.000015533069,0.000025582824,0.00000730849,0.00016008086,0.01776817,0.65309966,0.32543018],"study_design_scores_gemma":[0.000091462236,0.00022079788,0.0000016341924,0.0019532267,0.00011224216,0.000010824518,0.0000019926204,0.000005441997,0.00036048252,0.00014139312,0.99672085,0.0003796705],"about_ca_topic_score_codex":0.000007834285,"about_ca_topic_score_gemma":0.000006150401,"teacher_disagreement_score":0.3436212,"about_ca_system_score_codex":0.00020494763,"about_ca_system_score_gemma":0.00010374917,"threshold_uncertainty_score":0.99991924},"labels":[],"label_agreement":null},{"id":"W1968172305","doi":"10.1039/c3lc51313k","title":"Hydrophobic sol–gel channel patterning strategies for paper-based microfluidics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Microfluidics; Materials science; Pulmonary surfactant; Wax; Nanotechnology; Etching (microfabrication); Chemical engineering; Layer (electronics); Composite material","score_opus":0.012381205096468747,"score_gpt":0.20391150369253677,"score_spread":0.19153029859606802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968172305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98311585,0.00015218566,0.0135558415,0.00038973597,0.00032353,0.0002630757,0.000018380611,0.00033663918,0.0018447473],"genre_scores_gemma":[0.99880135,0.000019710009,0.0001854128,0.00057105086,0.0001611855,0.00004924207,0.000010613534,0.00003593042,0.00016549155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993977,0.000009377347,0.00013139902,0.00014199958,0.00007563424,0.00024388407],"domain_scores_gemma":[0.999722,0.00004446842,0.00001602677,0.00013040683,0.000023208098,0.00006386323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042847,0.000137613,0.00012537945,0.000050076094,0.000060195216,0.00009075992,0.00006785451,0.000091744754,0.00010774863],"category_scores_gemma":[0.0000070097217,0.00012079806,0.00007584155,0.00006190478,0.000017303713,0.000089160254,0.000005863069,0.00013292991,0.00017337549],"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":[0.000018980847,0.00005552064,0.000040860992,0.00026417582,0.000042596483,0.000003302807,0.00015853581,0.0085254125,0.97715896,0.00062541495,0.0049946136,0.0081116455],"study_design_scores_gemma":[0.001153808,0.0003505772,0.0018087657,0.00015145089,0.000032793563,0.000002981197,0.00024653762,0.72611666,0.2535376,0.004054043,0.011949412,0.0005953983],"about_ca_topic_score_codex":0.000036062833,"about_ca_topic_score_gemma":0.000007990218,"teacher_disagreement_score":0.72362137,"about_ca_system_score_codex":0.000025235378,"about_ca_system_score_gemma":0.000008354052,"threshold_uncertainty_score":0.4926002},"labels":[],"label_agreement":null},{"id":"W1968857216","doi":"10.1039/b925665b","title":"In situ characterization of microdroplet interfacial properties in digital microfluidic systems","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"","keywords":"In situ; Characterization (materials science); Microfluidics; Nanotechnology; Materials science; Chemistry; Organic chemistry","score_opus":0.006344776452003451,"score_gpt":0.18245413106269123,"score_spread":0.17610935461068777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968857216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981165,0.0007054097,0.00002541159,0.000062412946,0.00037064898,0.00015276532,0.000014161717,0.00019971393,0.0003530064],"genre_scores_gemma":[0.9995841,0.00020553908,0.0000056371764,0.000014799202,0.000035723748,0.000017282731,0.000012235179,0.000021415111,0.000103259685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936813,0.0000072674957,0.0002453093,0.0001258543,0.00005724241,0.0001961777],"domain_scores_gemma":[0.999773,0.000009670419,0.000029875646,0.00015899359,0.000014778639,0.000013667851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076026896,0.0001184199,0.0001754594,0.00021927772,0.000009710066,0.000032232656,0.000141629,0.00012568771,0.000002854125],"category_scores_gemma":[0.000045186287,0.000108451044,0.000020607153,0.00018755547,0.00004045153,0.00012514436,0.000024022725,0.00031015504,0.000017071741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001440111,0.000039785526,0.001897284,0.00008300508,0.0000046337386,0.0000041578837,0.00036990785,0.0000017635986,0.9951147,0.0001573582,0.00015412542,0.0021588693],"study_design_scores_gemma":[0.00024930094,0.00004273252,0.0032019268,0.00013935022,0.0000012743661,0.0000086991595,0.000048531,0.00002757917,0.99272853,0.000018396702,0.0034168693,0.00011681736],"about_ca_topic_score_codex":0.000027173113,"about_ca_topic_score_gemma":0.00002257616,"teacher_disagreement_score":0.0032627438,"about_ca_system_score_codex":0.000033832282,"about_ca_system_score_gemma":0.000012356761,"threshold_uncertainty_score":0.44225052},"labels":[],"label_agreement":null},{"id":"W1969007871","doi":"10.1039/c3lc50522g","title":"A personal stroll through the historical development of Canadian microfluidics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Microfluidics; Personal account; Engineering ethics; Period (music); Engineering; History; Environmental ethics; Nanotechnology; Art; Aesthetics; Philosophy; Literature; Materials science","score_opus":0.013336477855028119,"score_gpt":0.1865000744458974,"score_spread":0.17316359659086927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969007871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617221,0.020143574,0.00046087825,0.0016067369,0.000113236965,0.00031678646,0.000012329094,0.00006739277,0.015556973],"genre_scores_gemma":[0.99489194,0.0035292434,0.00036802125,0.00041632899,0.00006264736,0.00009279465,0.000011754865,0.000023634835,0.000603649],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993904,0.000011202533,0.00016363103,0.00009879142,0.00010921085,0.00022676791],"domain_scores_gemma":[0.9996928,0.000020203774,0.000016702432,0.00016119129,0.000028013495,0.00008108685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042740365,0.00010114391,0.00010455605,0.00007079034,0.00010598141,0.000011882361,0.00015767953,0.000052955085,0.00032455163],"category_scores_gemma":[0.0000043259074,0.00007554485,0.000037909977,0.0002481598,0.000019999321,0.000023210376,0.000008476074,0.00012739153,0.00018164107],"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":[0.000002488077,0.000021881518,0.00008742242,0.000015784926,0.000044005636,6.092457e-7,0.002825848,0.0000026035746,0.30149293,0.0032880285,0.6895827,0.0026357125],"study_design_scores_gemma":[0.00010306662,0.000014313538,0.0016882338,0.000007060647,0.000006459074,0.0000028926006,0.00011045275,0.00005839172,0.059040908,0.00011587561,0.93874854,0.00010380457],"about_ca_topic_score_codex":0.008751399,"about_ca_topic_score_gemma":0.0014681388,"teacher_disagreement_score":0.24916586,"about_ca_system_score_codex":0.00034443426,"about_ca_system_score_gemma":0.000119717355,"threshold_uncertainty_score":0.9978494},"labels":[],"label_agreement":null},{"id":"W1971046824","doi":"10.1039/c2lc40815e","title":"A web of streamers: biofilm formation in a porous microfluidic device","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"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":"Directorate for Biological Sciences; Canada Research Chairs; University of Alberta; University of Calgary","keywords":"Porous medium; Microfluidics; Biofilm; Porosity; Materials science; Nanotechnology; Flow (mathematics); Mechanics; Geology; Physics; Bacteria; Composite material","score_opus":0.013240944726934283,"score_gpt":0.23982490715040886,"score_spread":0.22658396242347456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971046824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970378,0.001010011,0.000004378029,0.00007946729,0.0001167938,0.0000925299,0.00002014475,0.0000058983655,0.0016329665],"genre_scores_gemma":[0.99896395,0.00021654523,0.00022079272,0.00032013952,0.00012857078,0.000002544768,0.000089425426,0.000010474188,0.00004752595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994185,0.000040092964,0.00016860847,0.00010934999,0.000055152996,0.00020827669],"domain_scores_gemma":[0.9996906,0.0000058230694,0.000074821386,0.00016292813,0.000020539317,0.000045308632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113002956,0.00009267475,0.00010633727,0.000050709248,0.000017350952,0.0000071541767,0.000056608445,0.000106648724,0.000012750665],"category_scores_gemma":[0.000025826987,0.000083925945,0.00003743564,0.00008900554,0.000023493974,0.000007039329,0.00003075515,0.00004993741,0.000014314611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008267707,0.00007826577,0.003309096,0.000019307121,0.000007506671,7.1351536e-7,0.00008276319,2.355043e-7,0.9923313,0.00008614169,0.00045122014,0.0035507288],"study_design_scores_gemma":[0.0004735763,0.0001484716,0.0070525934,0.000036080855,0.0000060565294,0.000014799109,0.000073866795,0.0000053597023,0.9757152,0.0000023891719,0.016368479,0.00010311466],"about_ca_topic_score_codex":0.000052941996,"about_ca_topic_score_gemma":0.000034527635,"teacher_disagreement_score":0.016616132,"about_ca_system_score_codex":0.000010817482,"about_ca_system_score_gemma":0.000023737304,"threshold_uncertainty_score":0.34224007},"labels":[],"label_agreement":null},{"id":"W1971512652","doi":"10.1039/c2lc21043f","title":"Automated microfluidic platform for studies of carbon dioxide dissolution and solubility in physical solvents","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":80,"is_retracted":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":"Solubility; Microchannel; Dissolution; Solvent; Plug flow; Spark plug; Chemistry; Carbon dioxide; Volumetric flow rate; Volume (thermodynamics); Microfluidics; Isothermal process; Analytical Chemistry (journal); Materials science; Chemical engineering; Thermodynamics; Chromatography; Nanotechnology; Organic chemistry","score_opus":0.030732608561074428,"score_gpt":0.29499363840026094,"score_spread":0.26426102983918653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971512652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961905,0.0011200659,0.0017170073,0.000019237996,0.00013075888,0.00029529977,0.000019532814,0.00025494848,0.0002526536],"genre_scores_gemma":[0.99956757,0.000046725647,0.0002145952,0.0000205983,0.000048569345,0.000051278083,0.000024231345,0.000016555108,0.000009869292],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993611,0.000008368463,0.00023357105,0.00010380333,0.00007566329,0.00021749118],"domain_scores_gemma":[0.99972224,0.0000511039,0.000041578965,0.00011812917,0.000048989754,0.000017951837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029192967,0.000121261815,0.0002161335,0.00009635061,0.00002167808,0.0000025206741,0.000046688412,0.000059125938,5.2163386e-7],"category_scores_gemma":[0.0000560877,0.00011052704,0.000024919376,0.00023249419,0.000069537615,0.0000888183,0.000026290618,0.000092241455,5.738428e-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":[0.000043666983,0.00011831091,0.0059300414,0.00028750728,0.00004484218,2.0357547e-7,0.0014146762,0.0000022999673,0.9828039,0.0059300396,0.0006220693,0.0028024847],"study_design_scores_gemma":[0.0004546211,0.00007713393,0.03300397,0.00010352856,0.000011688399,0.0000012361095,0.00013969529,0.002408579,0.9620167,0.0014048209,0.00024421362,0.0001337868],"about_ca_topic_score_codex":0.000009456122,"about_ca_topic_score_gemma":5.702418e-7,"teacher_disagreement_score":0.027073931,"about_ca_system_score_codex":0.00012846391,"about_ca_system_score_gemma":0.0000062615986,"threshold_uncertainty_score":0.45071617},"labels":[],"label_agreement":null},{"id":"W1971916457","doi":"10.1039/c2lc40139h","title":"In vitro and in vivo testing of glucose-responsive insulin-delivery microdevices in diabetic rats","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":64,"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; Canadian Institutes of Health Research","keywords":"In vivo; Insulin delivery; In vitro; Diabetes mellitus; Insulin; Biomedical engineering; Medicine; Chemistry; Internal medicine; Endocrinology; Biology; Type 1 diabetes; Biochemistry; Biotechnology","score_opus":0.01973190855366751,"score_gpt":0.25256440786222195,"score_spread":0.23283249930855443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971916457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952398,0.0021164084,1.801753e-7,0.00020667407,0.00008676734,0.00020823829,0.0000068280783,0.000011696917,0.0021233975],"genre_scores_gemma":[0.99813163,0.000048074846,0.00045185036,0.0011618523,0.000049159327,0.000015197979,0.0000025859442,0.000010717343,0.00012891462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991344,0.000095239106,0.00026823307,0.0001486181,0.00010654428,0.00024697278],"domain_scores_gemma":[0.99902344,0.0006727897,0.0000663042,0.00012620266,0.000028706316,0.00008254475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033583853,0.000110838635,0.00032609506,0.00032035724,0.000010295094,0.0000046306213,0.000033051016,0.00006789696,0.000042886786],"category_scores_gemma":[0.0009324696,0.000096990574,0.000019241665,0.00040641488,0.00004395067,0.00009049235,0.0000252593,0.0001644704,0.000013086513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005694234,0.00021436659,0.3194154,0.00009787026,0.0000051488323,0.000011086969,0.0006715954,0.000002607639,0.67791176,0.000016604925,0.00002507825,0.0010591104],"study_design_scores_gemma":[0.0020627375,0.0001066841,0.47690433,0.00038669843,0.000011436692,0.0000037079785,0.00022516059,0.00022632138,0.5197749,0.000043421926,0.00017549888,0.00007908523],"about_ca_topic_score_codex":0.00019327899,"about_ca_topic_score_gemma":0.000029735345,"teacher_disagreement_score":0.15813683,"about_ca_system_score_codex":0.00004948677,"about_ca_system_score_gemma":0.00004653839,"threshold_uncertainty_score":0.3955161},"labels":[],"label_agreement":null},{"id":"W1973899346","doi":"10.1039/b812443d","title":"An integrated microfluidic chip for chromosome enumeration using fluorescence in situ hybridization","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Alberta","funders":"","keywords":"Microfluidic chip; Fluorescence in situ hybridization; Fish <Actinopterygii>; Microfluidics; Chip; In situ; Reagent; In situ hybridization; Lab-on-a-chip; Fluorescence; Chromosome; Computer science; Computer hardware; Nanotechnology; Chemistry; Biology; Materials science; Genetics; Fishery; Gene; Gene expression; Physics; Telecommunications","score_opus":0.014537106566971577,"score_gpt":0.22908942271457025,"score_spread":0.21455231614759868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973899346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746789,0.0042184093,0.020228429,0.00002904826,0.000077319186,0.00044096206,0.000025877565,0.000180589,0.00012046635],"genre_scores_gemma":[0.99039626,0.008305123,0.00064565963,0.00009585395,0.00010822743,0.000078816964,0.0002991003,0.00004703741,0.000023929928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909514,0.000034925975,0.00025274762,0.00024899546,0.00010387349,0.00026430417],"domain_scores_gemma":[0.9995771,0.000023285234,0.000032422155,0.00025438995,0.000047352278,0.00006544486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000917255,0.00017392292,0.0001662721,0.00014567036,0.00013738716,0.000025802525,0.00013767427,0.00008944274,0.000025110468],"category_scores_gemma":[0.000016470152,0.00018341503,0.0000391448,0.0004050888,0.00003048508,0.00013731765,0.0000057709317,0.00013880937,0.000021012165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020374397,0.00005849176,0.00022054401,0.000020509893,0.000007554217,0.0000028084255,0.0002721727,0.0003018599,0.9943943,0.0004785314,0.003491568,0.0007312954],"study_design_scores_gemma":[0.00048679227,0.000092812596,0.0020590676,0.000041393607,0.000009726334,0.000025727186,0.000027216052,0.016047912,0.97433025,0.00009302144,0.0065327543,0.00025332],"about_ca_topic_score_codex":0.00002961689,"about_ca_topic_score_gemma":0.000009908104,"teacher_disagreement_score":0.020064032,"about_ca_system_score_codex":0.00015925485,"about_ca_system_score_gemma":0.000055790384,"threshold_uncertainty_score":0.74794483},"labels":[],"label_agreement":null},{"id":"W1974362648","doi":"10.1039/c1lc20014c","title":"Axon diodes for the reconstruction of oriented neuronal networks in microfluidic chambers","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":276,"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":"Institute of Cancer Research; Institut National Du Cancer; Fondation de France; Agence Nationale de la Recherche","keywords":"Neuroscience; Axon; Biology; Biological neural network; Axon guidance; Population; Neuron","score_opus":0.04846478753903389,"score_gpt":0.24216029782762258,"score_spread":0.1936955102885887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974362648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756366,0.000038017854,0.00071400503,0.00008517721,0.0009002174,0.00026125167,0.0000052122696,0.000033760272,0.00039872326],"genre_scores_gemma":[0.9991932,0.00013356375,0.000051279898,0.0004935356,0.00003233815,0.00002511631,2.567478e-7,0.000011404993,0.000059295133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922687,0.000037743364,0.00016449932,0.00024707124,0.00010687449,0.00021695551],"domain_scores_gemma":[0.99949855,0.000234111,0.000059599704,0.00016717799,0.000009082155,0.00003148684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011573084,0.00009431287,0.00009915091,0.00006107273,0.0000879002,0.000011770563,0.00017644398,0.00003084103,0.000012044503],"category_scores_gemma":[0.00018484409,0.00006719626,0.00004865343,0.00034668727,0.00014391523,0.00010297346,0.000025261395,0.00014358299,0.0000023827577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002129616,0.00006837889,0.0013805017,0.000014910119,0.0000013052326,0.0000058113446,0.000313969,0.00041980518,0.9838646,0.004912005,0.00006757839,0.008738141],"study_design_scores_gemma":[0.00040859755,0.00023664556,0.011990236,0.00003584405,0.000004437497,0.000028689306,0.000024447234,0.021747377,0.9644754,0.00010988146,0.0008340963,0.00010435685],"about_ca_topic_score_codex":0.000015718477,"about_ca_topic_score_gemma":0.0000038129722,"teacher_disagreement_score":0.02132757,"about_ca_system_score_codex":0.000010593564,"about_ca_system_score_gemma":0.000012609663,"threshold_uncertainty_score":0.2740184},"labels":[],"label_agreement":null},{"id":"W1975681249","doi":"10.1039/c4lc00609g","title":"Volumetric measurements by image segmentation on centrifugal microfluidic platforms in motion","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Metering mode; Microfluidics; Flexibility (engineering); Volume (thermodynamics); Replicate; Segmentation; Computer science; Computer vision; Artificial intelligence; Engineering; Materials science; Mechanical engineering; Nanotechnology; Mathematics; Physics; Statistics","score_opus":0.014611817939877885,"score_gpt":0.2095318897014022,"score_spread":0.19492007176152432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975681249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901934,0.0005814833,0.0067740725,0.00007978689,0.00029632336,0.00020493891,0.000014916114,0.00049076736,0.0013642918],"genre_scores_gemma":[0.9988191,0.00029290133,0.0005466384,0.00013618243,0.000034726378,0.0000064740984,0.00006378196,0.000026465812,0.00007373896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990742,0.000017589788,0.00020608374,0.00020303747,0.00022144782,0.00027761204],"domain_scores_gemma":[0.99968195,0.000024594636,0.00003331816,0.00020634457,0.000017783384,0.000036036137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023260611,0.00017215581,0.00014874918,0.0003043164,0.00004368894,0.000035362005,0.00012536831,0.00013659522,0.000024607538],"category_scores_gemma":[0.0000803167,0.00015377188,0.00003511481,0.00040094275,0.000026290045,0.00008702671,0.000017334736,0.00020192325,0.00019292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023832323,0.00007734753,0.003310284,0.00003275536,0.00001092011,0.0000017742997,0.000051575476,0.000025023826,0.9208513,0.00007298857,0.03515674,0.04038549],"study_design_scores_gemma":[0.0009544978,0.0001242165,0.005390332,0.000067520814,0.0000066111984,0.0000019495133,0.000036075886,0.001000387,0.9885834,0.00020345011,0.003422448,0.00020914206],"about_ca_topic_score_codex":0.000025963853,"about_ca_topic_score_gemma":0.0000036315719,"teacher_disagreement_score":0.0677321,"about_ca_system_score_codex":0.00020523112,"about_ca_system_score_gemma":0.0000043096584,"threshold_uncertainty_score":0.6270635},"labels":[],"label_agreement":null},{"id":"W1975989343","doi":"10.1039/c3lc41292j","title":"Characterization of the geometry of negative dielectrophoresis traps for particle immobilization in digital microfluidic platforms","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dielectrophoresis; Trapping; Trap (plumbing); Particle (ecology); Microfluidics; Materials science; Limiting; Characterization (materials science); Particle size; Nanotechnology; Constant (computer programming); Square (algebra); Physics; Chemical engineering; Engineering; Geometry; Computer science; Mechanical engineering; Mathematics","score_opus":0.00581447880154728,"score_gpt":0.18462073840927587,"score_spread":0.17880625960772858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975989343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985773,0.0002712942,0.00056298537,0.000051935505,0.000039217866,0.00035688575,0.0000238911,0.00007668738,0.000039792834],"genre_scores_gemma":[0.99964595,0.00018955162,0.000025031875,0.000014738525,0.0000074111745,0.0000570201,0.000012646644,0.00001544202,0.000032197502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994818,0.0000035163955,0.0002072509,0.00008603593,0.000060280865,0.00016111888],"domain_scores_gemma":[0.99970114,0.000056200166,0.000053881507,0.00014291354,0.00003545855,0.000010423653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047833342,0.00008231877,0.00012626473,0.00007514428,0.000018911389,0.000011107005,0.00011415835,0.000066082175,0.00000562646],"category_scores_gemma":[0.00010711902,0.00005970787,0.000043211254,0.00038575448,0.000040590414,0.00011243787,0.000012739782,0.00007455624,0.0000020021355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014127252,0.000031836807,0.0025027103,0.000047452693,0.000012163374,3.5618815e-8,0.00024242132,0.000008778874,0.9871168,0.00052952464,0.000077782686,0.009416379],"study_design_scores_gemma":[0.00028031314,0.00010235934,0.03331668,0.000047363592,0.000003944439,4.2660682e-7,0.00006640877,0.000256165,0.96463674,0.0011680678,0.000060105816,0.00006144199],"about_ca_topic_score_codex":0.000011730611,"about_ca_topic_score_gemma":0.0000020630737,"teacher_disagreement_score":0.03081397,"about_ca_system_score_codex":0.00003236905,"about_ca_system_score_gemma":0.000009482096,"threshold_uncertainty_score":0.24348162},"labels":[],"label_agreement":null},{"id":"W1977278591","doi":"10.1039/c4lc00769g","title":"Integrated air stream micromixer for performing bioanalytical assays on a plastic chip","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Canadian Food Inspection Agency; National Research Council Canada","funders":"","keywords":"Micromixer; Materials science; Microfluidics; Polystyrene; Nanotechnology; Chip; Polymer; Composite material","score_opus":0.007968001368767628,"score_gpt":0.20657000590762226,"score_spread":0.19860200453885463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977278591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818516,0.000528135,0.008664708,0.00018591144,0.00015290572,0.00032746224,0.0000594668,0.00030842313,0.007921382],"genre_scores_gemma":[0.99844205,0.0003770902,0.00019541373,0.00027026344,0.00016859648,0.00009484919,0.00008005445,0.000055200962,0.0003164915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990683,0.000021924392,0.00020254003,0.0002491073,0.000111842455,0.00034628483],"domain_scores_gemma":[0.9992901,0.00026429072,0.000023646779,0.00028628658,0.000029803588,0.00010588583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013438809,0.00021595009,0.00021423418,0.00010887333,0.00010382288,0.0000259368,0.00016031068,0.00011364514,0.000094765914],"category_scores_gemma":[0.00008585909,0.000182808,0.00009487169,0.00018461022,0.000031091637,0.000024419352,0.000010959756,0.00023303932,0.0002226707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002515742,0.0003145798,0.00032401373,0.00018869346,0.00020515798,0.000002615598,0.00024134596,0.0005947963,0.74183065,0.08824414,0.14943199,0.018370425],"study_design_scores_gemma":[0.0019253712,0.0009992394,0.0029243913,0.000205778,0.00015274444,0.000016115604,0.00009173843,0.0930702,0.46166614,0.0017615163,0.43628177,0.0009050071],"about_ca_topic_score_codex":0.000006195925,"about_ca_topic_score_gemma":0.0000061775536,"teacher_disagreement_score":0.2868498,"about_ca_system_score_codex":0.000089039844,"about_ca_system_score_gemma":0.00002065066,"threshold_uncertainty_score":0.7454694},"labels":[],"label_agreement":null},{"id":"W1978041099","doi":"10.1039/c1lc20817a","title":"Bubbles no more: in-plane trapping and removal of bubbles in microfluidic devices","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":128,"is_retracted":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":"Bubble; Microchannel; Microfluidics; Trap (plumbing); Trapping; Liquid bubble; Materials science; Mechanics; Wetting; Nanotechnology; Lithography; Soft lithography; Liquid nitrogen; Scaling; Cascade; Chemistry; Optoelectronics; Composite material; Chromatography; Environmental science; Physics; Fabrication","score_opus":0.01881595407679754,"score_gpt":0.2269288716354514,"score_spread":0.20811291755865385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978041099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805528,0.0018041056,0.0014630842,0.000026430907,0.00007655154,0.00015557914,0.0000121348785,0.00010017109,0.015809149],"genre_scores_gemma":[0.9976787,0.00022225782,0.0018470233,0.00012776196,0.000021333219,0.000010795933,0.00001932731,0.000021473581,0.000051354018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922174,0.000014189853,0.0003441022,0.0001539518,0.00008348966,0.00018253467],"domain_scores_gemma":[0.99973816,0.000019653466,0.000045504483,0.00014283399,0.000037703267,0.000016145203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025241668,0.00014269343,0.00020669137,0.00031405978,0.000013062034,0.0000063070033,0.000108588516,0.0000933996,0.00002986679],"category_scores_gemma":[0.00001878751,0.00014113604,0.0000150666765,0.00048520026,0.000066440596,0.00008408989,0.000021652819,0.0001705791,0.000006462721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006897162,0.000072877476,0.010483373,0.00033617948,0.00002267479,0.00006623546,0.00222077,0.0000010703504,0.95897114,0.016904023,0.0010909953,0.0097617],"study_design_scores_gemma":[0.00059077697,0.000076254684,0.05636981,0.00039920385,0.0000051303377,0.000043149557,0.00022784065,0.00010874579,0.9349554,0.0008731243,0.0061038746,0.0002466578],"about_ca_topic_score_codex":0.00010198195,"about_ca_topic_score_gemma":0.0000074857576,"teacher_disagreement_score":0.04588644,"about_ca_system_score_codex":0.00004260446,"about_ca_system_score_gemma":0.00001346979,"threshold_uncertainty_score":0.5755361},"labels":[],"label_agreement":null},{"id":"W1978329229","doi":"10.1039/b509422d","title":"Extraction of pure cellular fluorescence by cell scanning in a single-cell microchip","year":2005,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Simon Fraser University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; CMC Microsystems","keywords":"Fluorescence; Photobleaching; Single-cell analysis; Cell; SIGNAL (programming language); Reagent; Microfluidics; Biological system; Living cell; Nanotechnology; Chemistry; Computer science; Materials science; Biology; Optics; Biochemistry","score_opus":0.0060277501027368304,"score_gpt":0.19014600584169716,"score_spread":0.18411825573896035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978329229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971753,0.019493248,0.00075864454,0.00006225408,0.00003362255,0.00015706863,0.000012184508,0.00007256133,0.007657393],"genre_scores_gemma":[0.99593556,0.0030571432,0.000331076,0.00005705143,0.000056618064,0.00001975184,0.000025324245,0.000031716103,0.00048578563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991835,0.000020701726,0.00024286147,0.00018801812,0.00011866758,0.0002462635],"domain_scores_gemma":[0.9996306,0.000027132188,0.000047273996,0.00022482008,0.000016075657,0.00005411392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007807634,0.00014640973,0.00014812732,0.00009361495,0.000032800523,0.000013872833,0.00014429507,0.00009781408,0.00009844041],"category_scores_gemma":[0.0000034031134,0.00016053712,0.000044823708,0.00024781132,0.000019591565,0.000056948735,0.000010474034,0.00022409526,0.00008297111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010188622,0.00015334292,0.000081025086,0.00005115913,0.0000030990545,0.0000013521249,0.00023852562,0.00017477022,0.97254467,0.00006151656,0.025515715,0.0011646263],"study_design_scores_gemma":[0.00028713283,0.000040642644,0.00012627106,0.000033349104,0.000006913076,0.000002057723,0.00004961383,0.0007027863,0.96308005,0.000023506811,0.035499282,0.00014837821],"about_ca_topic_score_codex":0.0000130075805,"about_ca_topic_score_gemma":0.000005150718,"teacher_disagreement_score":0.02418251,"about_ca_system_score_codex":0.000092539885,"about_ca_system_score_gemma":0.000013376355,"threshold_uncertainty_score":0.6546514},"labels":[],"label_agreement":null},{"id":"W1978353476","doi":"10.1039/c4lc01290a","title":"Wireless implantable chip with integrated nitinol-based pump for radio-controlled local drug delivery","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Wireless; Chip; Drug delivery; Radio frequency; Targeted drug delivery; Drug; Engineering; Materials science; Nanotechnology; Electrical engineering; Telecommunications; Medicine; Pharmacology","score_opus":0.013827436982839286,"score_gpt":0.21835066296991618,"score_spread":0.2045232259870769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978353476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065506,0.00000592397,0.0063748416,0.00028206885,0.0003606121,0.00070272235,0.000037831287,0.00028912278,0.0012918303],"genre_scores_gemma":[0.99571115,0.000006234898,0.00008342968,0.003367551,0.00009254677,0.00014055385,0.0000069844136,0.00005041643,0.00054112764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99796456,0.00012346379,0.00025537948,0.0006348991,0.0003392946,0.00068241527],"domain_scores_gemma":[0.99828535,0.0010418986,0.00010499113,0.00034176183,0.00003730564,0.00018869215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025562866,0.00031307645,0.00043592372,0.00017075149,0.00026514713,0.000122030564,0.0004175166,0.000058717524,0.0000143523675],"category_scores_gemma":[0.00027168967,0.0002200175,0.00011266428,0.00042828423,0.00014792668,0.00019432906,0.000024672272,0.00029258954,0.000036493228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031917575,0.00019447721,0.00016487119,0.00007065769,0.0000070280294,0.000042915184,0.00007460525,0.0039715148,0.98300356,0.003632212,0.00036844698,0.0052779294],"study_design_scores_gemma":[0.0057750395,0.0004985683,0.00011419141,0.00008111175,0.00001737073,0.000037323876,0.00001577012,0.18354002,0.807557,0.000069535345,0.0019980625,0.00029600016],"about_ca_topic_score_codex":0.000035665882,"about_ca_topic_score_gemma":0.000029408067,"teacher_disagreement_score":0.1795685,"about_ca_system_score_codex":0.00004862823,"about_ca_system_score_gemma":0.00008254015,"threshold_uncertainty_score":0.8972053},"labels":[],"label_agreement":null},{"id":"W1978425430","doi":"10.1039/b821044f","title":"A novel permalloy based magnetic single cell micro array","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":64,"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; University of Victoria","funders":"Simon Fraser University; University of Victoria","keywords":"Permalloy; Jurkat cells; Materials science; Cell; Biological system; Magnetic field; Nanotechnology; Optoelectronics; Chemistry; Physics; T cell; Biology; Magnetization","score_opus":0.011721531522661874,"score_gpt":0.1817745444915719,"score_spread":0.17005301296891004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978425430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699138,0.0013625298,0.0053170207,0.00094126374,0.00022097197,0.00015454993,0.000019868527,0.0018263028,0.020243697],"genre_scores_gemma":[0.986131,0.00003047838,0.012477389,0.00081761164,0.00004730457,0.0000015108398,0.000007348396,0.000022837357,0.00046449268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933106,0.0000064583814,0.0001276635,0.00017197913,0.00008875398,0.00027408032],"domain_scores_gemma":[0.999619,0.00002091823,0.00001596092,0.00029015297,0.000013398851,0.000040582006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004472835,0.00017024062,0.00013698103,0.00008857571,0.00003919238,0.000034003177,0.00016062627,0.00012845897,0.000056708886],"category_scores_gemma":[0.000014055969,0.00015403864,0.000054692835,0.00014876516,0.000033397893,0.000022538834,0.0000087484705,0.00017679489,0.00012279158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007764028,0.00010096721,0.00002574895,0.000017959292,0.0000018279904,0.000007368874,0.000037952057,0.00005748117,0.9884734,0.000050418144,0.0050037755,0.0062152976],"study_design_scores_gemma":[0.0004540114,0.00024068683,0.0011862611,0.000044417215,0.000008679911,0.000008196687,0.00002238864,0.0007656485,0.9761983,0.00006777488,0.020775512,0.0002280903],"about_ca_topic_score_codex":0.0000039050333,"about_ca_topic_score_gemma":0.0000016315164,"teacher_disagreement_score":0.019779203,"about_ca_system_score_codex":0.000041962863,"about_ca_system_score_gemma":0.000009442633,"threshold_uncertainty_score":0.62815136},"labels":[],"label_agreement":null},{"id":"W1978593765","doi":"10.1039/b810034a","title":"Cell culture chips for simultaneous application of topographical and electrical cues enhance phenotype of cardiomyocytes","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","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":"National Research Council Canada; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Perpendicular; Electrode; Biophysics; Biomedical engineering; Nanotechnology; Chemistry; Biology","score_opus":0.00815409018766721,"score_gpt":0.2510139998684822,"score_spread":0.242859909680815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978593765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98000604,0.009906394,0.009264385,0.00016037135,0.000041872525,0.00034570543,0.000008758923,0.00003098016,0.00023550278],"genre_scores_gemma":[0.99569565,0.00033590684,0.0027781217,0.000028175951,0.00019615646,0.000018054854,0.000017545892,0.000011461583,0.0009189431],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994549,0.000013153758,0.00014881167,0.00014943621,0.00013119362,0.00010251238],"domain_scores_gemma":[0.999563,0.000116903095,0.00004890516,0.00012837794,0.00008133695,0.000061527135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052139112,0.0000935591,0.00029074744,0.00005952882,0.000028969516,7.760576e-7,0.000032312175,0.00007403093,0.000002037428],"category_scores_gemma":[0.00011996643,0.00006488024,0.00005244942,0.00017057684,0.000092161514,0.0000069122575,0.0000052759997,0.00011280754,6.284632e-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":[0.0007036811,0.00045983697,0.0065168166,0.0006608134,0.00011362226,0.00001671656,0.0018755824,0.00042325837,0.970535,0.0039039352,0.0009773321,0.013813408],"study_design_scores_gemma":[0.0027063696,0.0038100337,0.012838312,0.00015309054,0.00016795202,0.00007813411,0.000060870032,0.0074567418,0.94844055,0.000117259224,0.023952402,0.00021830048],"about_ca_topic_score_codex":0.000007217016,"about_ca_topic_score_gemma":8.3362295e-7,"teacher_disagreement_score":0.022975069,"about_ca_system_score_codex":0.000007949761,"about_ca_system_score_gemma":0.00001565135,"threshold_uncertainty_score":0.26457393},"labels":[],"label_agreement":null},{"id":"W1979146484","doi":"10.1039/c2lc41005b","title":"Creating fast flow channels in paper fluidic devices to control timing of sequential reactions","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Innovation Trust","keywords":"Fluidics; Microfluidics; Reagent; Substrate (aquarium); Volumetric flow rate; Channel (broadcasting); Flow control (data); Flow (mathematics); Materials science; Nanotechnology; SIGNAL (programming language); Chemistry; Computer science; Electrical engineering; Engineering; Mechanics; Telecommunications","score_opus":0.017108325850076954,"score_gpt":0.237621432727198,"score_spread":0.22051310687712103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979146484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98916376,0.000092395916,0.0027031517,0.000120822086,0.00036994848,0.00011669104,0.000010476752,0.00009063137,0.0073321084],"genre_scores_gemma":[0.9992443,0.000006085883,0.00027055736,0.00011430755,0.00025166766,0.000008617997,0.0000017080141,0.00001441505,0.00008835477],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994674,0.00001902463,0.00016347053,0.00007484862,0.00008096721,0.00019431402],"domain_scores_gemma":[0.99977475,0.000045929875,0.000015896372,0.000079554586,0.0000121434405,0.000071739494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011425106,0.00007959116,0.00012615492,0.00008648968,0.000028642959,0.00001253581,0.000033920554,0.000055926663,0.00010703798],"category_scores_gemma":[0.000037857026,0.000073476745,0.000038525377,0.0001594167,0.000007174186,0.000097440134,0.0000062899076,0.000110518275,0.00004940978],"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":[0.000065705,0.00015560219,0.0025529822,0.00024194288,0.000099404926,0.000004313688,0.0018261997,0.087843575,0.87778765,0.0015706002,0.00023366937,0.027618373],"study_design_scores_gemma":[0.0016619603,0.00021770239,0.040614165,0.00074808573,0.000093425275,0.000014224387,0.0004942827,0.7065635,0.23847207,0.00014068178,0.010312642,0.0006672941],"about_ca_topic_score_codex":0.000065512366,"about_ca_topic_score_gemma":0.000036866935,"teacher_disagreement_score":0.63931555,"about_ca_system_score_codex":0.000034194236,"about_ca_system_score_gemma":0.0000024563233,"threshold_uncertainty_score":0.29962948},"labels":[],"label_agreement":null},{"id":"W1980393782","doi":"10.1039/c2lc40489c","title":"Combinatorial wetting in colour: an optofluidic nose","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","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 Waterloo","funders":"Air Force Office of Scientific Research","keywords":"Wetting; Inverse; Nanotechnology; Software portability; Materials science; Chemistry; Chemical engineering; Computer science; Composite material; Mathematics; Engineering; Geometry","score_opus":0.013721503869278432,"score_gpt":0.280898657599416,"score_spread":0.26717715373013756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980393782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97297114,0.000021110602,0.00005006564,0.000084186744,0.00018443736,0.00014493353,0.000019566862,0.000021542324,0.02650304],"genre_scores_gemma":[0.9992496,7.015631e-7,0.000078103,0.00007834733,0.00044907987,0.000058623158,0.00002969911,0.000011049347,0.000044836546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994253,0.000028182914,0.000117548036,0.000117862415,0.00007393339,0.00023718298],"domain_scores_gemma":[0.99963945,0.00003533456,0.000039533705,0.00018269656,0.000009149019,0.000093843366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001488456,0.00007999648,0.00009696785,0.000024744459,0.00007087102,0.00002279798,0.000099071425,0.000024202493,0.00026482585],"category_scores_gemma":[0.0000028661584,0.00007676433,0.000030900632,0.00010822139,0.000014678332,0.00009128474,0.000024988369,0.00012735899,0.00007524842],"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":[0.000019337594,0.0011533749,0.056180507,0.0000041147196,0.000011114005,3.958421e-7,0.0010999546,0.000005581034,0.025803627,0.91076607,0.00048208138,0.004473834],"study_design_scores_gemma":[0.013078903,0.0006611782,0.27807936,0.00021921756,0.00008743071,0.00000400962,0.005092586,0.0015782552,0.27831283,0.15513533,0.2655017,0.002249202],"about_ca_topic_score_codex":0.000094087,"about_ca_topic_score_gemma":0.0000026104751,"teacher_disagreement_score":0.75563073,"about_ca_system_score_codex":0.000019402445,"about_ca_system_score_gemma":0.00002194111,"threshold_uncertainty_score":0.31303585},"labels":[],"label_agreement":null},{"id":"W1980477220","doi":"10.1039/c4lc00131a","title":"Shaken, and stirred: oscillatory segmented flow for controlled size-evolution of colloidal nanomaterials","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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","funders":"","keywords":"Nanomaterials; Flow (mathematics); Colloid; Nanotechnology; Materials science; Colloidal particle; Mechanics; Chemical engineering; Engineering; Physics","score_opus":0.006587873185568534,"score_gpt":0.2129115927066916,"score_spread":0.20632371952112308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980477220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7794831,0.00022618748,0.21558131,0.000080670645,0.0005489457,0.0010439362,0.00016061062,0.00035692792,0.0025182965],"genre_scores_gemma":[0.996485,0.00000591852,0.0029420329,0.00009154265,0.000089375986,0.00008773984,0.00003033682,0.000023897792,0.00024415713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928665,0.000022226406,0.0003215822,0.00013208015,0.00009273384,0.00014470567],"domain_scores_gemma":[0.99954647,0.000112779984,0.000077666366,0.00013655871,0.00010676204,0.000019757768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042505984,0.00013296287,0.00030276983,0.00008434875,0.000040900206,0.0000132128735,0.00006058342,0.00009040051,0.000025800537],"category_scores_gemma":[0.00015917122,0.00012179054,0.000034318105,0.00015349236,0.0000476924,0.00004559801,0.000014366077,0.000046305307,0.0000027918995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002569079,0.000025303038,0.00006029927,0.00011750184,0.000041790114,1.4608203e-7,0.00006338466,0.000021598522,0.9722094,0.019593893,0.005896556,0.0017132082],"study_design_scores_gemma":[0.0077888584,0.0004020361,0.0017697153,0.00011274328,0.00003804462,0.0000047719,0.000039127357,0.029102327,0.94427973,0.0034656837,0.012679467,0.00031751036],"about_ca_topic_score_codex":0.0000023331672,"about_ca_topic_score_gemma":3.425879e-7,"teacher_disagreement_score":0.21700189,"about_ca_system_score_codex":0.000084511856,"about_ca_system_score_gemma":0.000016110447,"threshold_uncertainty_score":0.4966474},"labels":[],"label_agreement":null},{"id":"W1981115423","doi":"10.1039/b917295e","title":"A vapor-assisted method for adhering polydimethylsiloxane and glass","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Toronto","funders":"","keywords":"Polydimethylsiloxane; Trichlorosilane; Materials science; Composite material; Adhesion; Microfluidics; Nanotechnology; Optoelectronics; Silicon","score_opus":0.010845756415107006,"score_gpt":0.25000728241997405,"score_spread":0.23916152600486704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981115423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86566895,0.041865714,0.07581225,0.0017055444,0.00016141759,0.0009348706,0.000049237122,0.00087081327,0.012931202],"genre_scores_gemma":[0.9774195,0.0050041783,0.015956802,0.00075459055,0.00014069428,0.00009666357,0.00002403124,0.000046445184,0.0005571028],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941665,0.000014214631,0.00012961964,0.0001670044,0.00006143135,0.0002110826],"domain_scores_gemma":[0.9995904,0.000061150015,0.000017249347,0.00024613453,0.000014061895,0.00007101279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105479834,0.00012487831,0.00014861157,0.000050133563,0.00006474949,0.000023440145,0.00010321358,0.000065293294,0.000022351627],"category_scores_gemma":[0.000016602418,0.00012104237,0.000042978,0.00013466418,0.000008251397,0.000023631264,0.000008610203,0.00009224098,0.000010104221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021536158,0.00002369298,0.000008191261,0.000021984697,0.000024648903,0.0000010657959,0.00008324594,0.000009422271,0.9273097,0.007935403,0.015402841,0.04915829],"study_design_scores_gemma":[0.0014856627,0.0005379254,0.010541065,0.000051154788,0.00008214707,0.000050880833,0.000054544584,0.0066740494,0.6882342,0.007861989,0.28380522,0.0006211622],"about_ca_topic_score_codex":0.000004643123,"about_ca_topic_score_gemma":0.0000017184393,"teacher_disagreement_score":0.26840237,"about_ca_system_score_codex":0.000028328845,"about_ca_system_score_gemma":0.0000071427835,"threshold_uncertainty_score":0.49359646},"labels":[],"label_agreement":null},{"id":"W1981146550","doi":"10.1039/c2lc40205j","title":"Microfluidic micropipette aspiration for measuring the deformability of single cells","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pipette; Microchannel; Microfluidics; Constriction; Materials science; Body orifice; Biomedical engineering; Nanotechnology; Deformation (meteorology); Chemistry; Composite material; Mechanical engineering; Engineering","score_opus":0.04031865926762269,"score_gpt":0.25746943344067647,"score_spread":0.21715077417305378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981146550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929884,0.000847173,0.003725911,0.00013654717,0.0003484312,0.00029584588,0.000009194633,0.00007378434,0.0015746835],"genre_scores_gemma":[0.99910164,0.000020736952,0.0005643915,0.000067700406,0.00015515786,0.000023819688,0.000003005325,0.000019221385,0.000044309487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917614,0.000038595077,0.00018705714,0.00008127924,0.00020665978,0.00031028542],"domain_scores_gemma":[0.9993724,0.00024747459,0.00002524596,0.0002481321,0.000040734572,0.00006596592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084612885,0.00008254272,0.00009836166,0.000042556472,0.000051969302,0.000015183927,0.00018088153,0.00006018977,0.00002659558],"category_scores_gemma":[0.00020780516,0.00005863564,0.000058236354,0.0001234189,0.00006323959,0.000059184335,0.00003393584,0.00014142392,0.000039022827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012336143,0.000056075136,0.00093956786,0.00019085345,0.0000146230595,5.413769e-8,0.00027857043,0.000026337408,0.98361534,0.00016484983,0.0011515617,0.013549811],"study_design_scores_gemma":[0.00017485213,0.000054050717,0.004157689,0.000032443695,0.0000057372868,6.570635e-7,0.000015408825,0.00038024018,0.9752787,0.00009149416,0.019739002,0.000069728136],"about_ca_topic_score_codex":0.000008594598,"about_ca_topic_score_gemma":0.0000019106308,"teacher_disagreement_score":0.01858744,"about_ca_system_score_codex":0.00007596945,"about_ca_system_score_gemma":0.000011177283,"threshold_uncertainty_score":0.2391092},"labels":[],"label_agreement":null},{"id":"W1981190303","doi":"10.1039/c002147d","title":"A microfluidic platform for complete mammalian cell culture","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":246,"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":"Canadian Institutes of Health Research","keywords":"Microfluidics; Cell culture; Subculture (biology); Nanotechnology; Adhesion; Cell adhesion; Transfection; Seeding; Cell; Cell biology; Laboratory flask; Materials science; Tissue engineering; Biomedical engineering; Chemistry; Biology; Engineering; Biochemistry; Genetics","score_opus":0.01054143306218866,"score_gpt":0.2081702074233202,"score_spread":0.19762877436113155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981190303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98474944,0.003227739,0.0006740266,0.00027739702,0.00055704673,0.00031301618,0.00008473898,0.0017327067,0.008383907],"genre_scores_gemma":[0.99554724,0.0003435371,0.0020882937,0.00023558547,0.00013685387,0.000051411895,0.000037112488,0.000051139694,0.0015088472],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926573,0.000002641674,0.00013113541,0.000172464,0.000063262596,0.00036474803],"domain_scores_gemma":[0.9995942,0.000032216587,0.000020742804,0.00028669997,0.000019542109,0.000046614412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000772619,0.00017388091,0.00014713414,0.00006918609,0.000086054046,0.000033051692,0.00023895659,0.00019878571,0.00002358246],"category_scores_gemma":[0.000025170424,0.00015219746,0.000072490024,0.0001047398,0.000035237776,0.000036795896,0.000019372485,0.00044179973,0.000094588046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085922675,0.000014275975,0.000029478753,0.00005714366,0.000009094079,0.0000019863112,0.00015231961,6.003529e-7,0.8798253,0.0020678607,0.113147795,0.0046855677],"study_design_scores_gemma":[0.0003129475,0.000074193806,0.00004946467,0.0000103407165,0.00000616874,0.000007692003,0.00003441666,0.000020065629,0.5882662,0.00060421275,0.41047993,0.00013437624],"about_ca_topic_score_codex":0.0000060944317,"about_ca_topic_score_gemma":0.000010877663,"teacher_disagreement_score":0.29733214,"about_ca_system_score_codex":0.000022606997,"about_ca_system_score_gemma":0.000009576915,"threshold_uncertainty_score":0.62064326},"labels":[],"label_agreement":null},{"id":"W1983039116","doi":"10.1039/b617487f","title":"Confinement and deposition of solution droplets on solvophilic surfaces using a flat high surface energy guide","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanofabrication and Lithography Techniques","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 Ottawa","funders":"","keywords":"Deposition (geology); Surface energy; Surface (topology); Materials science; Chemical engineering; Energy (signal processing); Flat surface; Nanotechnology; Physics; Composite material; Geology; Geometry; Engineering; Geomorphology","score_opus":0.010545251956834537,"score_gpt":0.23233406849063398,"score_spread":0.22178881653379945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983039116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567358,0.00023239883,0.040059682,0.000049162096,0.00008439012,0.00010631624,0.000010072736,0.00022982352,0.002492354],"genre_scores_gemma":[0.99223626,0.00010635451,0.0074677216,0.00009193818,0.000023164499,0.000002400404,0.000015274956,0.000017587321,0.00003929296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931943,0.000022399256,0.00023046604,0.00013658423,0.00013096097,0.00016016589],"domain_scores_gemma":[0.9996684,0.000043565804,0.00005421993,0.00015160035,0.00003299413,0.000049226444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019249808,0.00012058139,0.00013261709,0.00012925344,0.00004532451,0.000013286138,0.000050393708,0.00007094617,0.000016395006],"category_scores_gemma":[0.00000559575,0.000119817305,0.000033758974,0.00018671044,0.000029120592,0.000039766153,0.000010458491,0.0000585207,0.0000011458429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003901337,0.000048921123,0.0006037281,0.00005120148,0.000031469583,0.0000034398308,0.00012211877,0.002505345,0.9768482,0.010652088,0.0003310607,0.008763459],"study_design_scores_gemma":[0.00039834215,0.00017797801,0.007290718,0.0001278584,0.000019403777,0.0000073793663,0.000020684445,0.02438779,0.9628765,0.00021607678,0.0042579784,0.00021932155],"about_ca_topic_score_codex":0.000327771,"about_ca_topic_score_gemma":0.000061426785,"teacher_disagreement_score":0.035500467,"about_ca_system_score_codex":0.00004472995,"about_ca_system_score_gemma":0.000005756396,"threshold_uncertainty_score":0.4886008},"labels":[],"label_agreement":null},{"id":"W1983049841","doi":"10.1039/c4lc00661e","title":"An optoelectrokinetic technique for programmable particle manipulation and bead-based biosignal enhancement","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":45,"is_retracted":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":"National Cheng Kung University; Ministry of Education, Science and Technology; National Research Foundation of Korea; Ministry of Science and Technology","keywords":"Bead; Electrokinetic phenomena; Magnetic bead; Particle (ecology); Nanotechnology; Biosignal; Microfluidics; SIGNAL (programming language); Materials science; Computer science; Chemistry; Chromatography; Biology; Telecommunications","score_opus":0.01220762531673442,"score_gpt":0.22785634430421828,"score_spread":0.21564871898748386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983049841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70311385,0.00009071004,0.2955918,0.00014529472,0.000027999586,0.00043580614,0.0000019739791,0.00052158907,0.00007097498],"genre_scores_gemma":[0.98232585,0.000010539772,0.017421141,0.00006794829,0.0000260146,0.00010514866,0.000013627554,0.000016802787,0.000012945968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949694,0.000011655205,0.000101977246,0.00013795673,0.000054048498,0.00019741332],"domain_scores_gemma":[0.999763,0.000020068668,0.000016362437,0.00015612501,0.000014827044,0.000029622901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013320534,0.00009680556,0.000087260385,0.000037923142,0.00004668289,0.00003152749,0.000057431356,0.00007073491,0.0000048886723],"category_scores_gemma":[0.000012408378,0.00008564016,0.000016537615,0.00007463543,0.000027048676,0.000028229239,0.0000060633433,0.00005713008,0.000003030768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001952276,0.000034406585,0.00016894969,0.000042657906,0.000004088578,2.1283873e-7,0.000011567912,0.00010352693,0.97668785,0.002043885,0.00019201735,0.020691315],"study_design_scores_gemma":[0.00026404273,0.00058419444,0.00026352456,0.000027948572,0.000007663567,0.0000011674828,0.0000042173774,0.06786452,0.927654,0.0009924493,0.0022260635,0.000110173045],"about_ca_topic_score_codex":0.0000035167384,"about_ca_topic_score_gemma":0.0000026281548,"teacher_disagreement_score":0.27921197,"about_ca_system_score_codex":0.000022771375,"about_ca_system_score_gemma":0.0000040768778,"threshold_uncertainty_score":0.34923044},"labels":[],"label_agreement":null},{"id":"W1985960931","doi":"10.1039/c3lc00006k","title":"Magnetic timing valves for fluid control in paper-based microfluidics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":150,"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":"Microfluidics; Fluidics; Resistor; Flow control (data); Substrate (aquarium); Computer science; Materials science; Nanotechnology; Engineering; Electrical engineering; Voltage","score_opus":0.009240216382642524,"score_gpt":0.19974895350985533,"score_spread":0.1905087371272128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985960931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898954,0.0006804308,0.0054606674,0.001016738,0.00024128657,0.00052806525,0.000017095714,0.0002179148,0.0019424137],"genre_scores_gemma":[0.9984621,0.000018719193,0.0004618461,0.00076890714,0.00006867637,0.00004867482,0.0000030714054,0.000022259086,0.00014579008],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949867,0.000011646395,0.00013292022,0.00010766156,0.000055390603,0.00019369907],"domain_scores_gemma":[0.99974257,0.00008605328,0.000008072971,0.00010087978,0.000015145751,0.000047303416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052997413,0.00009661744,0.00011907613,0.000058964964,0.000022516473,0.000029781871,0.000047813883,0.00007218788,0.00014179005],"category_scores_gemma":[0.000027804852,0.000086754175,0.00005946311,0.00008221252,0.000013234515,0.00003631728,0.0000025465486,0.000089094625,0.0001039403],"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":[0.000026788392,0.000048447855,0.00021860315,0.00011170915,0.000012791784,0.0000019030537,0.00003534702,0.0026798141,0.9660359,0.0005308764,0.0025107372,0.027787065],"study_design_scores_gemma":[0.002662463,0.00035510506,0.011300036,0.00011071514,0.000028548091,0.0000013191283,0.000025171244,0.85783756,0.11134421,0.0012544722,0.014715278,0.0003651319],"about_ca_topic_score_codex":0.000022245713,"about_ca_topic_score_gemma":0.000008360441,"teacher_disagreement_score":0.85515773,"about_ca_system_score_codex":0.000026240088,"about_ca_system_score_gemma":0.0000050416293,"threshold_uncertainty_score":0.35377327},"labels":[],"label_agreement":null},{"id":"W1987725450","doi":"10.1039/c3lc50427a","title":"Electrical measurement of red blood cell deformability on a microfluidic device","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Capillary action; Glutaraldehyde; Materials science; SIGNAL (programming language); Volume (thermodynamics); Biomedical engineering; Red blood cell; Voltage; Nanotechnology; Chemistry; Chromatography; Composite material; Electrical engineering; Engineering; Computer science","score_opus":0.027075573371281574,"score_gpt":0.2263033744453555,"score_spread":0.19922780107407392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987725450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905589,0.00094464753,0.000007676065,0.0010913194,0.00003757294,0.00049716234,9.560962e-7,0.000032606786,0.0068291323],"genre_scores_gemma":[0.99853647,0.000042486532,0.000108363616,0.0010106742,0.000054043103,0.000029901648,0.000004177022,0.000012205285,0.0002016991],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989632,0.000053819418,0.00024071593,0.00017712468,0.0003843834,0.00018080875],"domain_scores_gemma":[0.9993641,0.000019874225,0.00006355708,0.0002964446,0.00017115731,0.00008491398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021768328,0.00010700013,0.00020367863,0.00004831151,0.00003303301,0.0000073968617,0.0000589987,0.00007294758,0.0001770957],"category_scores_gemma":[0.000070537484,0.00007400182,0.00007225906,0.00014689764,0.000018977255,0.00002970476,0.000013640358,0.00015417987,0.00010735221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006364178,0.0018745704,0.018215729,0.00023304009,0.00007408366,0.0000022555944,0.00018081546,0.0000015997963,0.9618097,0.00014010779,0.0035982525,0.01323346],"study_design_scores_gemma":[0.0022092878,0.0020731387,0.1490706,0.00011811324,0.0001316776,0.000006283699,0.000020475953,0.00013482272,0.844006,0.00011194834,0.002011872,0.0001057859],"about_ca_topic_score_codex":0.00015880959,"about_ca_topic_score_gemma":0.00000383334,"teacher_disagreement_score":0.13085487,"about_ca_system_score_codex":0.000056529094,"about_ca_system_score_gemma":0.000063505344,"threshold_uncertainty_score":0.30177066},"labels":[],"label_agreement":null},{"id":"W1988019551","doi":"10.1039/b709761a","title":"A novel metal-protected plasma treatment for the robust bonding of polydimethylsiloxane","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Western University","funders":"","keywords":"Polydimethylsiloxane; Materials science; Silanol; Aluminium; Polymer; Adhesive; Microfluidics; Composite material; Layer (electronics); Anodic bonding; Plasma activation; Chemical engineering; Nanotechnology; Plasma; Chemistry","score_opus":0.02367655177248203,"score_gpt":0.2343502014946829,"score_spread":0.21067364972220087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988019551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075982,0.011412784,0.07678913,0.0002637414,0.00011674371,0.0011661575,0.00008052664,0.00019678543,0.0023759566],"genre_scores_gemma":[0.99591017,0.0014503093,0.0016031371,0.000042100884,0.00008393304,0.00016431893,0.0000167158,0.000038918814,0.0006903838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993807,0.00000521909,0.00018211368,0.00012125619,0.00008475371,0.00022596453],"domain_scores_gemma":[0.9994618,0.00019369539,0.000034600438,0.00024945452,0.000021148553,0.000039297694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014656299,0.00012849338,0.00014907627,0.00006518808,0.00008215166,0.000008191246,0.000114075796,0.000055189837,0.00003211774],"category_scores_gemma":[0.000014938074,0.000088192326,0.00008854493,0.00022665352,0.000023305549,0.000014390777,0.000007163864,0.000068866764,0.000008960768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004747709,0.000059144426,0.000005569393,0.000015126731,0.00012395758,3.21931e-7,0.00013457115,0.00016887975,0.98350173,0.010271123,0.0013300815,0.004342039],"study_design_scores_gemma":[0.000681145,0.00014728434,0.00043649788,0.00001084166,0.00006769269,0.00000617712,0.00006215825,0.001503098,0.94838345,0.00006191058,0.048527904,0.000111837224],"about_ca_topic_score_codex":0.000036206446,"about_ca_topic_score_gemma":0.000018402881,"teacher_disagreement_score":0.088312015,"about_ca_system_score_codex":0.00007322027,"about_ca_system_score_gemma":0.0000123128175,"threshold_uncertainty_score":0.3596379},"labels":[],"label_agreement":null},{"id":"W1988533247","doi":"10.1039/b802373p","title":"Lab-on-chip methodologies for the study of transport in porous media: energy applications","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Porous medium; Microfluidics; Multiphase flow; Wetting; Lab-on-a-chip; Percolation (cognitive psychology); Energy transport; Chip; Porosity; Nanotechnology; Percolation theory; Transport phenomena; Materials science; Process engineering; Computer science; Engineering; Chemical engineering; Engineering physics; Telecommunications; Physics; Electrical engineering; Mechanics; Topology (electrical circuits)","score_opus":0.03594443312121301,"score_gpt":0.2604448316290692,"score_spread":0.22450039850785616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988533247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972785,0.008357668,0.015666017,0.0002360739,0.000062069776,0.0010556212,0.000060598097,0.00016525641,0.0016116773],"genre_scores_gemma":[0.9864102,0.011615899,0.00025602066,0.00012234684,0.00006543771,0.0013953056,0.00002432195,0.00002931658,0.00008112499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999186,0.00004238487,0.00026244012,0.0001888705,0.00012798786,0.00019233399],"domain_scores_gemma":[0.9989005,0.0005878207,0.000036572146,0.00041920817,0.000025312673,0.000030607047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018910134,0.00013912047,0.00022022016,0.00008280147,0.00009510041,0.00000296381,0.00026017858,0.00006802347,0.000017648183],"category_scores_gemma":[0.000020123209,0.000104649174,0.000053986805,0.00031066276,0.000045980807,0.00001570305,0.000008178132,0.00013012615,0.000004736821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010085816,0.005458839,0.011604897,0.00038952503,0.0013629755,0.000049002076,0.03603161,0.016778445,0.44746986,0.29547873,0.09768816,0.08667937],"study_design_scores_gemma":[0.007471564,0.0022124895,0.24132973,0.00007855464,0.00040634655,0.00005794199,0.0077940985,0.0011494029,0.36356938,0.01659863,0.3575983,0.0017335261],"about_ca_topic_score_codex":0.00009476629,"about_ca_topic_score_gemma":0.00014169073,"teacher_disagreement_score":0.2788801,"about_ca_system_score_codex":0.00002844072,"about_ca_system_score_gemma":0.00002081246,"threshold_uncertainty_score":0.42674693},"labels":[],"label_agreement":null},{"id":"W1988603287","doi":"10.1039/c1lc90069b","title":"Education: A modular approach to microfluidics in the teaching laboratory","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Glycemic Index Laboratories","funders":"Directorate for STEM Education; University of California, Santa Barbara; West Virginia University","keywords":"Microfluidics; Modular design; Engineering ethics; Engineering; Graduate students; Mathematics education; Computer science; Biological engineering; Engineering management; Nanotechnology; Pedagogy; Psychology; Bioinformatics; Biology; Materials science","score_opus":0.01291946244858627,"score_gpt":0.2079902666450022,"score_spread":0.19507080419641593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988603287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87654185,0.012131878,0.0015695019,0.00019418506,0.00009469682,0.00044288774,0.000009767075,0.00013343933,0.10888181],"genre_scores_gemma":[0.99542063,0.00140462,0.00076938653,0.0018987912,0.00010379701,0.00024769496,0.000013167549,0.000029497403,0.000112404596],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999347,0.00005860287,0.00013803954,0.0001642352,0.00010047649,0.00019167612],"domain_scores_gemma":[0.9994983,0.000014549069,0.00001161045,0.0004070964,0.000015850175,0.00005257835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023632684,0.00011847529,0.00009283745,0.000085817905,0.00007157997,0.000020945166,0.00029827323,0.00005397315,0.000021550515],"category_scores_gemma":[0.000011403616,0.00009563394,0.000026273792,0.0003062678,0.0000133328995,0.00003316315,0.000013160588,0.00025999013,0.000105843304],"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":[0.000015580295,0.0006705511,0.00037244987,0.000058408586,0.000028847568,0.0000022300865,0.016286079,0.000026195123,0.43463498,0.1718944,0.37125733,0.004752936],"study_design_scores_gemma":[0.00028731234,0.00008921657,0.011053813,0.00004707425,0.000022834383,0.000017222224,0.0020614539,0.00022817682,0.080200456,0.001695763,0.9037846,0.00051208906],"about_ca_topic_score_codex":0.000027052074,"about_ca_topic_score_gemma":0.0000013462212,"teacher_disagreement_score":0.53252727,"about_ca_system_score_codex":0.00004972014,"about_ca_system_score_gemma":0.00004285704,"threshold_uncertainty_score":0.3899839},"labels":[],"label_agreement":null},{"id":"W1989196981","doi":"10.1039/c1lc20438f","title":"A magnetically controlled MEMS device for drug delivery: design, fabrication, and testing","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":102,"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; Canada Research Chairs; Varian Medical Systems","keywords":"Polydimethylsiloxane; Materials science; Fabrication; Drug delivery; Membrane; Microelectromechanical systems; Nanotechnology; Magnetic field; Adsorption; Biomedical engineering; Wetting; Composite material; Chemistry; Engineering","score_opus":0.024825054178131016,"score_gpt":0.20577039414297826,"score_spread":0.18094533996484724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989196981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90466076,0.021766687,0.059058573,0.00019554823,0.00007654537,0.0020767017,0.000019274787,0.0005089559,0.011636943],"genre_scores_gemma":[0.98961353,0.0020115315,0.0073411684,0.00029714603,0.000058337373,0.0004594712,0.0000064356796,0.00003515768,0.00017720845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993783,0.000018536202,0.00017367251,0.00016103571,0.00006068394,0.00020774633],"domain_scores_gemma":[0.9994019,0.00024189884,0.0000267931,0.00016258648,0.00009118967,0.00007560543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616137,0.000119539065,0.00016393008,0.000041441475,0.00008185634,0.00001988749,0.00009791851,0.000040889598,0.000046378776],"category_scores_gemma":[0.00008309441,0.000108695465,0.000028898994,0.0001279797,0.000023050019,0.000026734357,0.000009484646,0.00006517781,0.000026310214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003445717,0.00011690933,0.0003175584,0.00010565183,0.00012558054,0.0000018835403,0.0010783861,0.000020272062,0.9074177,0.010045824,0.059870288,0.020555355],"study_design_scores_gemma":[0.016479807,0.0013600675,0.023260588,0.00018312936,0.00063530623,0.00004204829,0.0003510018,0.06942696,0.7681309,0.026109273,0.09198628,0.0020346055],"about_ca_topic_score_codex":0.000015823041,"about_ca_topic_score_gemma":0.0000030921092,"teacher_disagreement_score":0.1392868,"about_ca_system_score_codex":0.00002006564,"about_ca_system_score_gemma":0.000019176216,"threshold_uncertainty_score":0.44324723},"labels":[],"label_agreement":null},{"id":"W1991076085","doi":"10.1039/b700322f","title":"Surface modification of thermoplastics—towards the plastic biochip for high throughput screening devices","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Biotechnology Research Institute; Université Laval; Wilfrid Laurier University; National Research Council Canada","funders":"Genome Canada","keywords":"Biochip; Microfluidics; Nanotechnology; Software portability; Throughput; DNA microarray; Materials science; Computer science; Chemistry","score_opus":0.023180599646931775,"score_gpt":0.24325569446520057,"score_spread":0.22007509481826878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991076085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7980967,0.0032217868,0.19716273,0.00010712584,0.00010471673,0.0002912426,0.000054397853,0.0001004971,0.0008607958],"genre_scores_gemma":[0.9979011,0.00093092286,0.0008707824,0.000059902777,0.00009625286,0.000022345774,0.0000417846,0.00003334033,0.000043564298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992344,0.000014074605,0.00023158359,0.00015018425,0.00013904575,0.00023071287],"domain_scores_gemma":[0.99918383,0.00040290004,0.000058722893,0.0002678726,0.00005008603,0.0000365907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024896828,0.0001336985,0.00013419335,0.00003697388,0.00010570172,0.000016246438,0.00020391043,0.0000696553,0.000016617796],"category_scores_gemma":[0.000036350833,0.00009877662,0.000049628685,0.00020704392,0.00004445731,0.000027274367,0.0000121007615,0.000105525956,0.000013361829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016164604,0.00008439522,0.00030431166,0.0001781848,0.00016699679,4.773142e-7,0.00065573,0.008349396,0.86258215,0.108074315,0.010903769,0.008538626],"study_design_scores_gemma":[0.0007423809,0.00019707893,0.043034073,0.00008140121,0.0001040651,0.0000042806696,0.00026656842,0.008772635,0.9290099,0.002392537,0.015018375,0.00037671547],"about_ca_topic_score_codex":0.00002482886,"about_ca_topic_score_gemma":0.000011946871,"teacher_disagreement_score":0.1998044,"about_ca_system_score_codex":0.000025681897,"about_ca_system_score_gemma":0.000015631826,"threshold_uncertainty_score":0.40279937},"labels":[],"label_agreement":null},{"id":"W1994253222","doi":"10.1039/c3lc50107h","title":"On-chip nanohole array based sensing: a review","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":189,"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; Eidgenössische Technische Hochschule Zürich","keywords":"Fabrication; Microfluidics; Nanotechnology; Palette (painting); Context (archaeology); Plasmon; Materials science; Computer science; Optoelectronics","score_opus":0.05255012126208802,"score_gpt":0.30383483062100825,"score_spread":0.2512847093589202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994253222","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":[0.000028424567,0.9616788,0.00007454438,0.0001266604,0.00046248423,0.0014612051,0.00011172727,0.0004081509,0.035648007],"genre_scores_gemma":[0.000009635664,0.99445903,0.0015924014,0.00060728757,0.000040142146,0.00012618436,0.00016778908,0.00021111558,0.0027864003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996896,0.0003058479,0.0006948275,0.0006043623,0.00067930046,0.00081962557],"domain_scores_gemma":[0.99745303,0.0009230606,0.00012888767,0.0011045228,0.000054351218,0.00033614656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005744104,0.00083961576,0.0022470336,0.00027463146,0.00009125797,0.00009994594,0.0005506522,0.00046628583,0.0008042067],"category_scores_gemma":[0.00030125442,0.00064308697,0.00066301285,0.000581265,0.000051584928,0.00005058414,0.000039837963,0.0015970978,0.009895137],"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":[0.0000071098857,0.000085554755,4.033237e-7,0.12692295,0.00029346955,0.00012377808,0.000015097915,0.0005222032,0.000011170785,0.00032222745,0.119267486,0.75242853],"study_design_scores_gemma":[0.00017507983,0.000057614678,3.887585e-7,0.08080517,0.0001443313,0.000016785181,0.0000010705302,0.0016714729,0.00002679621,0.000020606918,0.91648674,0.0005939576],"about_ca_topic_score_codex":0.000010275077,"about_ca_topic_score_gemma":0.000005397065,"teacher_disagreement_score":0.7972192,"about_ca_system_score_codex":0.00024585883,"about_ca_system_score_gemma":0.0002466106,"threshold_uncertainty_score":0.999602},"labels":[],"label_agreement":null},{"id":"W1994497032","doi":"10.1039/c2lc20857a","title":"Microfluidic biomechanical assay for red blood cells parasitized by Plasmodium falciparum","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC; Bill and Melinda Gates Foundation","keywords":"Plasmodium falciparum; Microfluidics; Red blood cell; Microfluidic chip; Biophysics; Stiffness; Cell biology; Erythrocyte deformability; Chemistry; Biology; Biomedical engineering; Malaria; Materials science; Nanotechnology; Immunology; Medicine","score_opus":0.024735786282818233,"score_gpt":0.2767489145894399,"score_spread":0.25201312830662165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994497032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892358,0.0013688772,0.0007778564,0.0027628844,0.0020022837,0.0008509608,0.00018594219,0.00021256936,0.0026027993],"genre_scores_gemma":[0.98233134,0.0003622012,0.00089941634,0.008051845,0.00083115237,0.00012899439,0.00039503147,0.000060053044,0.006939943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866486,0.00011237025,0.0002556533,0.0002981131,0.00014947624,0.0005195495],"domain_scores_gemma":[0.99903995,0.0002289155,0.000079802434,0.00031523642,0.000044215274,0.0002919119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031696094,0.00020363831,0.00039517647,0.00008523858,0.00008515498,0.000008709632,0.00007995447,0.00025439038,0.00039349022],"category_scores_gemma":[0.00009731223,0.00016730423,0.00017074529,0.00013809478,0.000045860008,0.00003806946,0.00002349255,0.00020700559,0.00043742193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010966889,0.0005967412,0.00019959142,0.000048061946,0.00007246446,0.0000035335331,0.000056285728,3.2749774e-8,0.8107161,0.0003878004,0.18650767,0.0003150392],"study_design_scores_gemma":[0.0054021007,0.0011114791,0.0006265574,0.000036374393,0.0001622659,0.000037488106,0.000026521631,0.000024791938,0.72161233,0.00008835618,0.2706873,0.00018439115],"about_ca_topic_score_codex":0.0000060675015,"about_ca_topic_score_gemma":5.3761454e-7,"teacher_disagreement_score":0.08910372,"about_ca_system_score_codex":0.000031597778,"about_ca_system_score_gemma":0.000038404534,"threshold_uncertainty_score":0.68224686},"labels":[],"label_agreement":null},{"id":"W1995599967","doi":"10.1039/c3lc50680k","title":"A microfluidic device designed to induce media flow throughout pancreatic islets while limiting shear-induced damage","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","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":"University Health Network; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Novo Nordisk","keywords":"Islet; Pancreatic islets; In vivo; Transplantation; Cell biology; Internal medicine; Insulin; Chemistry; Biology; Endocrinology; Biomedical engineering; Medicine","score_opus":0.03965765312424142,"score_gpt":0.27351625250523587,"score_spread":0.23385859938099446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995599967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97148377,0.00045658706,0.00009692658,0.0028283233,0.00033210294,0.0010370035,0.000010550927,0.00027056015,0.023484206],"genre_scores_gemma":[0.97697455,0.000060619426,0.0039343345,0.017184362,0.00046604226,0.0002135784,0.000050531835,0.0000732955,0.0010427127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978334,0.00016089616,0.00042784124,0.00052348623,0.00043672477,0.0006176652],"domain_scores_gemma":[0.9978843,0.0006722742,0.00009655225,0.0006386537,0.00017387542,0.0005343864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031938963,0.00034868214,0.00061779586,0.00020955081,0.00015400207,0.00008959755,0.00016638446,0.00019002611,0.001525404],"category_scores_gemma":[0.0015844206,0.00029022212,0.000117747826,0.0005652401,0.000039347015,0.00016144179,0.00006361071,0.00034586707,0.0043478506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015874217,0.00026776775,0.0057154526,0.00013460091,0.00011519609,0.000036166985,0.0023100218,0.0000013418455,0.95667976,0.00015229052,0.024649004,0.009779676],"study_design_scores_gemma":[0.0072147287,0.0019540533,0.2400342,0.0018155173,0.0005039018,0.00007006032,0.0019580598,0.00096854335,0.73194987,0.000302406,0.01209953,0.0011291744],"about_ca_topic_score_codex":0.00021514005,"about_ca_topic_score_gemma":0.0000045370284,"teacher_disagreement_score":0.23431873,"about_ca_system_score_codex":0.00012706709,"about_ca_system_score_gemma":0.0001530476,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W1995815216","doi":"10.1039/c5lc00041f","title":"Woven electrochemical fabric-based test sensors (WEFTS): a new class of multiplexed electrochemical sensors","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":96,"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":"Grand Challenges Canada; Indian Council of Medical Research","keywords":"Electrochemistry; Multiplexing; Materials science; Electrochemical gas sensor; Test (biology); Class (philosophy); Nanotechnology; Engineering; Computer science; Electrical engineering; Chemistry; Electrode; Artificial intelligence; Biology; Ecology","score_opus":0.02807398387259918,"score_gpt":0.2668700460111912,"score_spread":0.238796062138592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995815216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626863,0.000048834314,0.00019179058,0.0018231515,0.0000752965,0.00023139484,0.000019490528,0.00016392882,0.0011775113],"genre_scores_gemma":[0.9948457,0.0000014531018,0.003607427,0.0004000836,0.00020817968,0.00002337305,0.000026060417,0.00003380789,0.0008539122],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982543,0.0000566823,0.0003526814,0.00046805746,0.00038221432,0.00048603627],"domain_scores_gemma":[0.99850404,0.00038668435,0.0001821692,0.0004868174,0.000100016034,0.00034028917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020908506,0.0002298749,0.00032291593,0.00007649792,0.00006109983,0.000039508017,0.0003174157,0.00014048503,0.00015201379],"category_scores_gemma":[0.00072309456,0.00021032643,0.00010397503,0.0003719088,0.000117511794,0.000045371497,0.000045765086,0.00024585504,0.0002012361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116214644,0.00020162322,0.00022763155,0.000010716292,0.0000057627517,0.0000018346841,0.00016811355,0.000022804337,0.99641836,0.00023619315,0.0024672176,0.00012355196],"study_design_scores_gemma":[0.0010481285,0.00018465538,0.000084729734,0.000025663774,0.000022184897,0.000011166094,0.00006060768,0.0006887818,0.99422604,0.0002617775,0.0031522948,0.00023395164],"about_ca_topic_score_codex":0.00014048775,"about_ca_topic_score_gemma":0.000012940294,"teacher_disagreement_score":0.0034156365,"about_ca_system_score_codex":0.000099477635,"about_ca_system_score_gemma":0.0003057766,"threshold_uncertainty_score":0.8576862},"labels":[],"label_agreement":null},{"id":"W1997323649","doi":"10.1039/b911967a","title":"Rapid multicomponent optical protein patterning","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photobleaching; Chemotaxis; Biophysics; Nanotechnology; Cytoskeleton; Extracellular; Fluorescence recovery after photobleaching; Dictyostelium; Substrate (aquarium); Chemistry; Protein adsorption; Cell biology; Materials science; Cell; Adsorption; Biology; Fluorescence; Biochemistry; Optics; Physics; Membrane","score_opus":0.013161193590333266,"score_gpt":0.2429717464665835,"score_spread":0.22981055287625024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997323649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195045,0.00009748444,0.0017804336,0.0007683998,0.0001081386,0.00015062456,0.000004162662,0.000016005424,0.005124302],"genre_scores_gemma":[0.99712163,0.000013579435,0.0006629144,0.0010376031,0.00018391976,0.000011169979,0.00005999311,0.000010058328,0.000899106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994242,0.000024023419,0.00010697611,0.00020867967,0.0000811529,0.00015494342],"domain_scores_gemma":[0.9996599,0.0000035134372,0.000029898172,0.00022194779,0.000020612031,0.00006412853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064088854,0.000094414325,0.000071687275,0.000023027487,0.000052026026,0.000022592823,0.00008828674,0.000066995046,0.000089807756],"category_scores_gemma":[0.00003198144,0.000084919,0.000067536595,0.000026177648,0.000008066227,0.0000014986045,0.000025645342,0.00010854429,0.00006939081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048190635,0.00013193041,0.000010603015,0.0000020754446,0.000009766556,0.000004650709,0.00001282746,0.00000611308,0.9809603,0.001761096,0.0002414275,0.01681103],"study_design_scores_gemma":[0.00040114988,0.0006580297,0.0008346968,0.000024494062,0.0000050871477,0.000013170925,0.000012884578,0.0005017855,0.9209289,0.00011461592,0.076362245,0.00014296366],"about_ca_topic_score_codex":0.0000030279339,"about_ca_topic_score_gemma":0.0000022419279,"teacher_disagreement_score":0.076120816,"about_ca_system_score_codex":0.0000089185005,"about_ca_system_score_gemma":0.000010627489,"threshold_uncertainty_score":0.3462896},"labels":[],"label_agreement":null},{"id":"W1998258490","doi":"10.1039/c3lc50401h","title":"Multiplexed electrokinetic sample fractionation, preconcentration and elution for proteomics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"National Research Council Canada; National Institute for Nanotechnology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Electrokinetic phenomena; Chromatography; Fractionation; Elution; Chemistry; Proteomics; Sample preparation; Multiplexing; Computer science; Biochemistry","score_opus":0.00868824499247718,"score_gpt":0.19285335648088772,"score_spread":0.18416511148841055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998258490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339308,0.00017067418,0.063799545,0.0005088475,0.00010931111,0.0007990903,0.000014202178,0.00051124516,0.00015626078],"genre_scores_gemma":[0.9777744,0.000117134136,0.0218413,0.0000448881,0.000047374877,0.00008758372,0.000037961083,0.000011097251,0.00003827995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996523,0.0000053231465,0.00009062596,0.000095683434,0.00003903721,0.00011700632],"domain_scores_gemma":[0.999803,0.00005463004,0.000019259956,0.000075199045,0.000032271935,0.000015657533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036306632,0.000070418166,0.00005923344,0.000035735673,0.0000490554,0.000031400887,0.000030062805,0.00007621719,0.000020140504],"category_scores_gemma":[0.00010264345,0.00006476458,0.0000133661715,0.000044558263,0.00001681704,0.00007297079,0.000004563846,0.000063439664,0.000014484492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010282733,0.00001378845,0.00031580197,0.00003104052,0.000009842697,3.3737642e-8,0.000054746302,0.0001356786,0.96951133,0.0025889254,0.004063324,0.023265215],"study_design_scores_gemma":[0.0006330615,0.00013605633,0.014186938,0.000025789652,0.00000951231,0.000003860799,0.000053540047,0.08292673,0.88108283,0.010642572,0.010095566,0.00020353409],"about_ca_topic_score_codex":0.000017619297,"about_ca_topic_score_gemma":0.0000056893036,"teacher_disagreement_score":0.08842848,"about_ca_system_score_codex":0.00004090746,"about_ca_system_score_gemma":0.000005295754,"threshold_uncertainty_score":0.26410228},"labels":[],"label_agreement":null},{"id":"W1998433840","doi":"10.1039/c3lc50499a","title":"Microfluidic redox battery","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced battery technologies research","field":"Engineering","cited_by":79,"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":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Battery (electricity); Microfluidics; Flow battery; Microelectronics; Chip; Nanotechnology; Fluidics; Redox; Materials science; Electrolyte; Electrical engineering; Electrode; Power (physics); Optoelectronics; Engineering; Chemistry","score_opus":0.013001234711038749,"score_gpt":0.2388729896859407,"score_spread":0.22587175497490194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998433840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736788,0.0010150528,0.0013679633,0.0012221279,0.00023314344,0.0002731315,0.000006596073,0.0016481095,0.020555053],"genre_scores_gemma":[0.9968862,0.0005403478,0.0007050661,0.0004165996,0.00005936939,0.000093518756,0.000005066056,0.00004821803,0.0012456069],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992399,0.000010884859,0.000113097565,0.00015635348,0.00013120024,0.00034852323],"domain_scores_gemma":[0.9994528,0.00005428142,0.000008663328,0.00041564123,0.000017638498,0.000050919483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036432288,0.00012263379,0.00010897505,0.00011741646,0.00003204056,0.000034241584,0.00027591235,0.00008653987,0.0007111163],"category_scores_gemma":[0.000040798128,0.000111538895,0.000028798853,0.00018148481,0.000045679997,0.000111521535,0.00006670558,0.00030371608,0.0040517086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006956213,0.00004094568,0.0013651804,0.00008809075,0.000039718805,0.00003509411,0.00007400842,0.0003528668,0.47373164,0.0006074044,0.4098296,0.113828525],"study_design_scores_gemma":[0.00080506,0.00020427184,0.02321339,0.00012346068,0.0000055495143,0.00003343684,0.0001407939,0.0030857616,0.69297284,0.007563427,0.27104267,0.00080933864],"about_ca_topic_score_codex":0.000006371212,"about_ca_topic_score_gemma":6.9900835e-7,"teacher_disagreement_score":0.2192412,"about_ca_system_score_codex":0.000066033725,"about_ca_system_score_gemma":0.0000041445455,"threshold_uncertainty_score":0.9967238},"labels":[],"label_agreement":null},{"id":"W1999251041","doi":"10.1039/c4lc01247j","title":"Three-dimensional cell manipulation and patterning using dielectrophoresis via a multi-layer scaffold structure","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"University of Toronto; Toronto Public Health","funders":"","keywords":"Dielectrophoresis; Scaffold; Layer (electronics); Nanotechnology; Materials science; Biomedical engineering; Engineering; Microfluidics","score_opus":0.017684637994522533,"score_gpt":0.20739136263046018,"score_spread":0.18970672463593766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999251041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699665,0.0004048919,0.029063081,0.00003315247,0.00010467678,0.000074589596,0.00000419385,0.00031419122,0.000034776447],"genre_scores_gemma":[0.9901862,0.000013731279,0.009611628,0.00008545063,0.000055455566,7.283889e-7,0.000007757183,0.00002872581,0.000010297576],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939096,0.000011957176,0.000114884344,0.00018364679,0.00009583957,0.00020269903],"domain_scores_gemma":[0.99974,0.000026046167,0.000028013017,0.00016170964,0.000013973499,0.00003027273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047962152,0.00015774931,0.0001325298,0.00008084187,0.00008277562,0.000028045508,0.000061273946,0.00014015961,0.000017554423],"category_scores_gemma":[0.0000097783695,0.0001347053,0.00002487699,0.000080539496,0.000025059673,0.000034576045,0.000038125352,0.00015456165,0.000006800978],"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":[0.000009145281,0.000008484032,0.002877859,0.000033723143,0.000010016,0.0000032393673,0.000031107946,0.0013606902,0.9879478,0.000049863123,0.00024381558,0.0074242395],"study_design_scores_gemma":[0.000433958,0.00005782852,0.02371253,0.00006739965,0.000021655691,0.000020220905,0.0000063561047,0.58212245,0.3924718,0.00054505246,0.00026327296,0.00027746847],"about_ca_topic_score_codex":0.000044947818,"about_ca_topic_score_gemma":0.00004204656,"teacher_disagreement_score":0.59547603,"about_ca_system_score_codex":0.00003272864,"about_ca_system_score_gemma":0.0000030785172,"threshold_uncertainty_score":0.5493123},"labels":[],"label_agreement":null},{"id":"W1999545336","doi":"10.1039/c2lc20892j","title":"Ultrahigh sensitivity assays for human cardiac troponin I using TiO2 nanotube arrays","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":78,"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","keywords":"Immunoassay; Materials science; Troponin I; Nanotube; Biosensor; Nanotechnology; Point-of-care testing; Detection limit; Cardiac marker; Monolayer; Troponin; Analytical Chemistry (journal); Myocardial infarction; Chromatography; Chemistry; Carbon nanotube; Cardiology; Medicine","score_opus":0.025015217590195378,"score_gpt":0.2575239997369396,"score_spread":0.23250878214674425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999545336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97267157,0.000098060606,0.01742655,0.000059593294,0.00037104957,0.0003324296,0.00011860075,0.00027665342,0.008645492],"genre_scores_gemma":[0.99658567,0.0000051588804,0.0024962402,0.00003305894,0.0005873555,0.000055052802,0.000021498212,0.00004855452,0.00016743099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927014,0.000037471116,0.00013530164,0.00013296414,0.00009922495,0.00032490495],"domain_scores_gemma":[0.99951416,0.000105506326,0.00002548717,0.0002464063,0.000019355073,0.00008906771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026466945,0.00014616693,0.00019236814,0.00004398599,0.00016072701,0.000025123169,0.000051872325,0.00007772514,0.0000226052],"category_scores_gemma":[0.000020587242,0.00014244692,0.00011936111,0.000097761025,0.000018819195,0.000081083854,0.000007655096,0.000095304684,0.00004911106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035677106,0.00006679984,0.0005980922,0.000035526085,0.000048714093,3.3695878e-7,0.00017341398,0.0009224778,0.97500724,0.018842058,0.0010693979,0.0032323883],"study_design_scores_gemma":[0.00039982042,0.000035271685,0.016815081,0.00006522615,0.000103628925,0.000005483036,0.000078089,0.0067415885,0.8951415,0.00053833437,0.0794559,0.0006201232],"about_ca_topic_score_codex":0.000028124683,"about_ca_topic_score_gemma":0.000006710084,"teacher_disagreement_score":0.07986577,"about_ca_system_score_codex":0.000071613584,"about_ca_system_score_gemma":0.000006782084,"threshold_uncertainty_score":0.5808817},"labels":[],"label_agreement":null},{"id":"W1999786769","doi":"10.1039/c4lc00625a","title":"Cell detachment and label-free cell sorting using modulated surface acoustic waves (SAWs) in droplet-based microfluidics","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Agence Nationale de la Recherche","keywords":"Sorting; Microfluidics; Surface acoustic wave; Cell sorting; Adhesion; Pulsatile flow; sort; Materials science; Cell adhesion; HEK 293 cells; Nanotechnology; Acoustics; Biophysics; Acoustic wave; Cell; Biological system; Chemistry; Computer science; Composite material; Physics; Biology","score_opus":0.011873781649382955,"score_gpt":0.20414745215560898,"score_spread":0.192273670506226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999786769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937273,0.0019772395,0.007328673,0.0000862919,0.00014377538,0.00017687661,0.0000116603005,0.0005681173,0.00033461337],"genre_scores_gemma":[0.9910578,0.00020515088,0.008466879,0.00013075363,0.000023952081,0.0000013440894,0.00000864327,0.00005494334,0.000050539235],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987108,0.0000485454,0.00032659472,0.00031425574,0.00014874141,0.00045107014],"domain_scores_gemma":[0.9992912,0.00009979196,0.00006408276,0.00045846053,0.00002295037,0.00006353008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026537507,0.0002853996,0.00029318465,0.00013779895,0.00008427313,0.000053080195,0.00021174757,0.00022262956,0.000006533276],"category_scores_gemma":[0.0000608869,0.0002735975,0.000035345536,0.0002532637,0.00007225844,0.000042131585,0.000099511344,0.00031087114,0.000012050826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012104123,0.00005862288,0.0017181233,0.00018028774,0.0000060581337,0.000012847886,0.00008927299,0.013350657,0.98304605,0.000019361449,0.0005748834,0.00093175535],"study_design_scores_gemma":[0.00095651054,0.000059657505,0.00044881462,0.0001105565,0.00001965623,0.000002973633,0.00005741055,0.3208698,0.6767755,0.00012484695,0.00029423964,0.00027998257],"about_ca_topic_score_codex":0.00006725672,"about_ca_topic_score_gemma":0.000012404312,"teacher_disagreement_score":0.30751917,"about_ca_system_score_codex":0.000101378835,"about_ca_system_score_gemma":0.000019231447,"threshold_uncertainty_score":0.9999716},"labels":[],"label_agreement":null},{"id":"W1999805691","doi":"10.1039/b814697g","title":"Two-dimensional droplet-based surface plasmon resonance imaging using electrowetting-on-dielectric microfluidics","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":53,"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; National Research Council Canada","funders":"National Research Council Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Steadman Philippon Research Institute","keywords":"Electrowetting; Microfluidics; Digital microfluidics; Surface plasmon resonance; Nanotechnology; Materials science; Dielectric; Optoelectronics; Nanoparticle","score_opus":0.01089764364407076,"score_gpt":0.21541204500221106,"score_spread":0.2045144013581403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999805691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982889,0.012816873,0.00046273047,0.0003031934,0.00022642437,0.0001905046,0.000012779363,0.0019473091,0.0011511652],"genre_scores_gemma":[0.99566585,0.00021850427,0.0029285003,0.0008268976,0.00008794393,0.000009135947,0.000016041768,0.00012409719,0.00012301814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977846,0.00005773895,0.00034810818,0.00050509855,0.00034239062,0.00096203224],"domain_scores_gemma":[0.99906033,0.00022421787,0.00007462129,0.0004960114,0.00005723349,0.00008758803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022240153,0.00043857424,0.00034561884,0.00027805087,0.00036495618,0.00003348052,0.0003242186,0.00015063277,0.00001620051],"category_scores_gemma":[0.00011041567,0.0004528283,0.00012000916,0.00076626625,0.000109526045,0.00007248464,0.000034959,0.00082755677,0.00007659734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007011723,0.00006641236,0.0011258876,0.000021408292,0.000019336683,0.00012071744,0.000048103455,0.008749068,0.9786334,0.00032388707,0.0073663457,0.0034553076],"study_design_scores_gemma":[0.0009683387,0.00015495284,0.0003092329,0.00013799361,0.000014408179,0.00013881059,0.000007529098,0.026827548,0.96689445,0.00010525516,0.003938268,0.00050320354],"about_ca_topic_score_codex":0.000047513968,"about_ca_topic_score_gemma":0.0000022988002,"teacher_disagreement_score":0.01807848,"about_ca_system_score_codex":0.00033133125,"about_ca_system_score_gemma":0.00012678048,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W2000235931","doi":"10.1039/b315036d","title":"Electroosmotic flow with Joule heating effects","year":2004,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Joule heating; Capillary action; Microfluidics; Mechanics; Electro-osmosis; Chemistry; Work (physics); Flow velocity; Flow (mathematics); Joule–Thomson effect; Heating element; Materials science; Analytical Chemistry (journal); Thermodynamics; Nanotechnology; Composite material; Chromatography; Electrophoresis; Physics","score_opus":0.003013980285783805,"score_gpt":0.17579700603139967,"score_spread":0.17278302574561585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000235931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799875,0.005467839,0.006749892,0.00012369794,0.000037127273,0.00022150726,0.0000018909025,0.00035236226,0.0070581925],"genre_scores_gemma":[0.99761575,0.0012889875,0.0006007068,0.00024402307,0.000073776886,0.000052818523,0.000010090055,0.00004045349,0.00007340264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940157,0.000009222846,0.00008769857,0.00013924055,0.00009849137,0.00026376502],"domain_scores_gemma":[0.99968857,0.000023977254,0.0000110657475,0.00020311668,0.000010918217,0.00006237444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003698559,0.00012924978,0.00011590787,0.00004160371,0.000076562836,0.000021884238,0.000085629625,0.00004209768,0.00002635219],"category_scores_gemma":[0.0000055645105,0.00010891213,0.000027711741,0.00020646877,0.000013605168,0.00002778482,0.000005192128,0.00016184735,0.00014113788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039138013,0.00012494161,0.0001918498,0.0001892762,0.00012428201,0.000030325817,0.0004915388,0.010865916,0.9470664,0.02504887,0.009667104,0.0061603347],"study_design_scores_gemma":[0.0015074309,0.0006032996,0.0025913634,0.00016720692,0.00004314539,0.000059901857,0.000018536284,0.0017779571,0.97919923,0.0035238906,0.010038419,0.00046963905],"about_ca_topic_score_codex":0.000008497691,"about_ca_topic_score_gemma":0.0000062680833,"teacher_disagreement_score":0.032132786,"about_ca_system_score_codex":0.00008756799,"about_ca_system_score_gemma":0.000021425349,"threshold_uncertainty_score":0.44413078},"labels":[],"label_agreement":null},{"id":"W2000738411","doi":"10.1039/b821438g","title":"Fabrication of a hybrid PDMS/SU-8/quartz microfluidic chip for enhancing UV absorption whole-channel imaging detection sensitivity and application for isoelectric focusing of proteins","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":51,"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":"Microchannel; Isoelectric focusing; Materials science; Ultraviolet; Substrate (aquarium); Photoresist; Optoelectronics; Fabrication; Photolithography; Sensitivity (control systems); Microfluidics; Layer (electronics); Nanotechnology; Chemistry; Electronic engineering","score_opus":0.005326677473765992,"score_gpt":0.20442046337047073,"score_spread":0.19909378589670473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000738411","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":[0.49509737,0.0034375426,0.50005704,0.000088810724,0.000022006483,0.0011662508,0.000032716358,0.00007558992,0.00002269856],"genre_scores_gemma":[0.9976069,0.0012960103,0.00048758075,0.000045566503,0.000121514284,0.00032315834,0.00007255198,0.000037054197,0.000009687777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888504,0.000032186264,0.00039571518,0.00030714952,0.000115196424,0.0002647375],"domain_scores_gemma":[0.9992535,0.00010047921,0.00018284116,0.00025128078,0.00016297668,0.00004889689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035321785,0.00019297552,0.00026681807,0.00022594331,0.0001370876,0.000020233374,0.00006392305,0.00006204635,7.2116325e-7],"category_scores_gemma":[0.00005121821,0.0002167179,0.0000930417,0.0003058079,0.000028299188,0.00010906722,0.0000068177587,0.00010299862,0.00000159675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007300572,0.000057437188,0.000012029336,0.00018311615,0.000016432312,8.164308e-8,0.00012546981,0.00005086545,0.95542836,0.0004345956,0.00023844586,0.043380175],"study_design_scores_gemma":[0.0005142874,0.00021926967,0.0011243613,0.00006241051,0.00005295139,0.000011964453,0.00003077589,0.024957577,0.96970356,0.002494394,0.0006395062,0.00018892],"about_ca_topic_score_codex":0.000023414344,"about_ca_topic_score_gemma":0.000008105576,"teacher_disagreement_score":0.5025095,"about_ca_system_score_codex":0.00009771255,"about_ca_system_score_gemma":0.00003243151,"threshold_uncertainty_score":0.88374996},"labels":[],"label_agreement":null},{"id":"W2003464959","doi":"10.1039/b512179e","title":"Fabrication and characterization of poly(methylmethacrylate) microfluidic devices bonded using surface modifications and solvents","year":2005,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":284,"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; Genome Prairie","keywords":"Materials science; Adhesion; Substrate (aquarium); Solvent; Surface modification; Adhesive; Composite material; Chemical engineering; Embossing; Bond strength; Polymer; Fabrication; Polymer chemistry; Layer (electronics); Chemistry; Organic chemistry","score_opus":0.01406867982334767,"score_gpt":0.22845707131745402,"score_spread":0.21438839149410635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003464959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968696,0.026060205,0.004688796,0.00010698642,0.000020843736,0.00018308828,0.000029603258,0.000065147906,0.00014933544],"genre_scores_gemma":[0.97357434,0.025618227,0.00058318407,0.00006386072,0.000035310793,0.000009200896,0.000048135516,0.000022673372,0.000045052253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993653,0.00002465273,0.00021745561,0.00017332233,0.00008235872,0.00013689532],"domain_scores_gemma":[0.9996351,0.000020911433,0.00006313843,0.00018673354,0.000039702485,0.000054425258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085388434,0.00011946653,0.0001378792,0.00007460935,0.0000795275,0.00002172569,0.00006631775,0.00006896176,0.000015334903],"category_scores_gemma":[0.0000056424333,0.00012660839,0.000019858073,0.00019771661,0.000037080656,0.000099958495,0.000014738932,0.00007417287,0.000006653651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005014897,0.000025883852,0.00062686176,0.0000328261,0.0000187105,5.042035e-8,0.00025149627,0.000010845631,0.99479514,0.0009295096,0.00014894425,0.003154691],"study_design_scores_gemma":[0.00024970088,0.000020790458,0.03798196,0.00003154201,0.00003892081,0.0000049427886,0.000033814093,0.007817664,0.94660217,0.00007820881,0.0069649303,0.00017533556],"about_ca_topic_score_codex":0.00001555389,"about_ca_topic_score_gemma":0.000001177854,"teacher_disagreement_score":0.048192978,"about_ca_system_score_codex":0.00003382168,"about_ca_system_score_gemma":0.000011993707,"threshold_uncertainty_score":0.516294},"labels":[],"label_agreement":null},{"id":"W2004039052","doi":"10.1039/c4lc00045e","title":"Liquid polystyrene: a room-temperature photocurable soft lithography compatible pour-and-cure-type polystyrene","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Interface Biologics (Canada)","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft; Deutscher Akademischer Austauschdienst","keywords":"Polystyrene; Materials science; Lithography; Soft lithography; Nanotechnology; Polymer chemistry; Composite material; Polymer; Optoelectronics; Fabrication","score_opus":0.005157599214822447,"score_gpt":0.1965720551882567,"score_spread":0.19141445597343426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004039052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96704787,0.025645422,0.00026472684,0.00044327896,0.00015782718,0.0003464644,0.000027224147,0.0004900656,0.005577134],"genre_scores_gemma":[0.98834604,0.009915282,0.00018626243,0.0006747979,0.00020026538,0.000074718046,0.000052634965,0.00007117219,0.00047883164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987214,0.00005932033,0.0002520406,0.0003417136,0.00018801152,0.00043750988],"domain_scores_gemma":[0.9991552,0.000076991084,0.000043280874,0.0004871154,0.00005124988,0.00018611072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015121848,0.00030651834,0.00032520184,0.00016227232,0.00017897818,0.000078635865,0.00021656827,0.00017527744,0.00018396787],"category_scores_gemma":[0.000017813747,0.00028188236,0.000090637885,0.00056407775,0.000037025715,0.00006209075,0.00002855374,0.00033283315,0.00013415686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007427731,0.00006425778,0.00024371744,0.00006409146,0.00007388906,0.0000015597533,0.00013956852,0.00005002376,0.92869353,0.005390433,0.06466307,0.000541564],"study_design_scores_gemma":[0.0010582447,0.0006649021,0.0015451413,0.00012403158,0.0000819664,0.00003023384,0.00004899359,0.0016938975,0.6211694,0.0010281674,0.37176454,0.0007905005],"about_ca_topic_score_codex":0.0000375797,"about_ca_topic_score_gemma":0.000009878245,"teacher_disagreement_score":0.30752414,"about_ca_system_score_codex":0.00003183231,"about_ca_system_score_gemma":0.000029422288,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W2005513967","doi":"10.1039/c0lc00291g","title":"Hydrogel droplet microarrays with trapped antibody-functionalized beads for multiplexed protein analysis","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"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; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Multiplex; Protein microarray; Microbead (research); Antibody microarray; Confocal microscopy; Chromatography; Chemistry; Substrate (aquarium); Confocal; Microsphere; Microarray; Materials science; Nanotechnology; Antibody; Biochemistry; Chemical engineering; Biology; Gene expression; Bioinformatics; Cell biology","score_opus":0.008059679925646714,"score_gpt":0.27532668735790145,"score_spread":0.26726700743225473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005513967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94158614,0.000013322264,0.056764223,0.00034496558,0.000020870011,0.0006909179,0.00011214265,0.00006421389,0.00040322306],"genre_scores_gemma":[0.9203694,0.000004186147,0.0768473,0.00030522762,0.00011640009,0.0002027574,0.0010428298,0.000026897156,0.001085002],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991822,0.000011572915,0.00013989306,0.00039010175,0.00008507213,0.00019116116],"domain_scores_gemma":[0.9993078,0.000011688489,0.00008892872,0.0004411891,0.000086714535,0.000063645115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008891194,0.00015710229,0.0001606932,0.00006143254,0.0001315292,0.000018264063,0.00012370515,0.00013736486,0.000017704007],"category_scores_gemma":[0.00003145528,0.00012601956,0.00014151474,0.00022798595,0.000081611775,0.0000021442738,0.000021184336,0.00011114414,0.0000029974499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025282177,0.000109700784,0.0006203761,0.0000055701857,0.00013054036,4.2835242e-7,0.000005345676,0.000014982013,0.99615943,0.0018441295,0.00018386533,0.00067283073],"study_design_scores_gemma":[0.0010288259,0.0003365133,0.0013625963,0.000008468067,0.00011462796,0.000005582074,0.0000072242533,0.00042148732,0.90498316,0.00041471788,0.09105912,0.00025766142],"about_ca_topic_score_codex":0.00001534268,"about_ca_topic_score_gemma":0.00016935295,"teacher_disagreement_score":0.09117623,"about_ca_system_score_codex":0.000007352031,"about_ca_system_score_gemma":0.00003158148,"threshold_uncertainty_score":0.5138929},"labels":[],"label_agreement":null},{"id":"W2006320530","doi":"10.1039/b904984c","title":"Inkjet formation of unilamellar lipid vesicles for cell-like encapsulation","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"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":"Sandia National Laboratories; National Eye Institute; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; National Institutes of Health; University of California, San Francisco; University of California Berkeley","keywords":"Vesicle; Microfluidics; Lipid bilayer; Nanotechnology; Encapsulation (networking); Cytoskeleton; Chemistry; Artificial cell; Lipid vesicle; Biophysics; Cell encapsulation; Actin; Materials science; Membrane; Cell; Computer science; Biology; Biochemistry","score_opus":0.009633973456783417,"score_gpt":0.24078148784745396,"score_spread":0.23114751439067055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006320530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790305,0.00003430995,0.0005712264,0.0001034753,0.0001315243,0.00021653286,0.000020903832,0.000009436164,0.0010095685],"genre_scores_gemma":[0.9981496,0.000027357732,0.0005900456,0.00043619287,0.00025643504,0.00000604027,0.00026956605,0.000007855042,0.00025693525],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995056,0.000017890345,0.00015165209,0.00013474554,0.000077245015,0.00011288562],"domain_scores_gemma":[0.9996499,0.000004999843,0.00008567548,0.00018257638,0.000046990608,0.000029849625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006789075,0.00008894941,0.000091754446,0.000030990625,0.000040636383,0.000008017712,0.0000790793,0.00010288433,0.000005644814],"category_scores_gemma":[0.000013668181,0.00007752806,0.00006303841,0.000045054127,0.000013698277,0.000005051213,0.000008942026,0.00003555032,0.0000021685817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009335482,0.000049390386,0.00007009611,0.00002430371,0.0000024883527,1.10350285e-7,0.00007397078,0.00002652846,0.9909252,0.00025089105,0.0005153361,0.007968309],"study_design_scores_gemma":[0.0006009426,0.0006020643,0.0031826429,0.000009363224,0.000017494558,0.0000016474645,0.000027351995,0.000045443743,0.9817449,0.00012814434,0.013548496,0.00009151008],"about_ca_topic_score_codex":0.0000014598999,"about_ca_topic_score_gemma":0.0000033184185,"teacher_disagreement_score":0.01303316,"about_ca_system_score_codex":0.0000053772974,"about_ca_system_score_gemma":0.000018319928,"threshold_uncertainty_score":0.31615022},"labels":[],"label_agreement":null},{"id":"W2007773113","doi":"10.1039/c3lc00020f","title":"An electrochemical Lab-on-a-CD system for parallel whole blood analysis","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":41,"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":"Canadian Institutes of Health Research","keywords":"Whole blood; Bioanalysis; Computer science; Process engineering; Lab-on-a-chip; Biochemical engineering; Nanotechnology; Chemistry; Microfluidics; Engineering; Chromatography; Materials science; Biology; Immunology","score_opus":0.005112579408365412,"score_gpt":0.2015987871902636,"score_spread":0.1964862077818982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007773113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895527,0.0022731998,0.004974599,0.00015967214,0.000029450097,0.00048535998,0.000035028595,0.00041477996,0.0020752393],"genre_scores_gemma":[0.9978556,0.0005228872,0.0003030563,0.00017788408,0.00013729348,0.00054566434,0.0001734898,0.000042724132,0.00024137268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990191,0.00001995695,0.0002030163,0.00027686832,0.00012622173,0.00035484313],"domain_scores_gemma":[0.9992774,0.000045767003,0.000028289693,0.0004747915,0.000042226624,0.00013151442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006575036,0.00018364466,0.00025249334,0.00011071248,0.00008194052,0.000053188585,0.00022454711,0.00011052079,0.00008898759],"category_scores_gemma":[0.000005767577,0.00016852152,0.00013818177,0.00039249787,0.000013972059,0.000042607913,0.0000071208674,0.00014120218,0.000261162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013128052,0.00009344669,0.00006806729,0.00004436925,0.0003668443,6.0116975e-7,0.000050940103,0.00012839958,0.967447,0.008071591,0.02354071,0.00017491453],"study_design_scores_gemma":[0.0014784427,0.00058518315,0.0026345688,0.00004028634,0.0010031362,0.00001104238,0.00015261042,0.021267606,0.9276673,0.0006653146,0.043668047,0.0008264475],"about_ca_topic_score_codex":0.000014451322,"about_ca_topic_score_gemma":0.000005032209,"teacher_disagreement_score":0.039779674,"about_ca_system_score_codex":0.0000576054,"about_ca_system_score_gemma":0.000011823137,"threshold_uncertainty_score":0.68721086},"labels":[],"label_agreement":null},{"id":"W2008933524","doi":"10.1039/c1lc20714h","title":"3D thermoplastic elastomer microfluidic devices for biological probe immobilization","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":44,"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":"Strong","keywords":"Microfluidics; Elastomer; Thermoplastic elastomer; Nanotechnology; Materials science; Thermoplastic; Polymer; Composite material; Copolymer","score_opus":0.02215604885275748,"score_gpt":0.21557121856699044,"score_spread":0.19341516971423295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008933524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9406318,0.020646555,0.032478683,0.000021790931,0.0001471679,0.0007462109,0.000032299176,0.00040973455,0.004885741],"genre_scores_gemma":[0.9905231,0.008293741,0.00042646946,0.00017413853,0.00007429509,0.00032126793,0.000047740243,0.000037706606,0.00010151509],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933606,0.000016434993,0.00016473992,0.00019365364,0.00005541865,0.00023366325],"domain_scores_gemma":[0.9996743,0.000040183742,0.000024731366,0.00018107731,0.000028887845,0.00005081501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006846466,0.00014539695,0.00012857502,0.000054012857,0.00007149124,0.000011928831,0.00013524324,0.00009758313,0.00026195924],"category_scores_gemma":[0.000012081456,0.000116534575,0.000050515308,0.00014994017,0.00003148978,0.000030473073,0.000011052893,0.00007824889,0.00016310069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000477134,0.00008540192,0.0005281432,0.00005034069,0.000042579384,6.0882826e-7,0.00029623575,0.0000030529222,0.9722753,0.009131364,0.015637942,0.0019012868],"study_design_scores_gemma":[0.0008734085,0.0006318737,0.019755661,0.00006234662,0.000070719994,0.00001630747,0.00010452618,0.0007572969,0.7135971,0.00201478,0.26142815,0.0006877889],"about_ca_topic_score_codex":0.0000027727117,"about_ca_topic_score_gemma":0.0000017710183,"teacher_disagreement_score":0.2586782,"about_ca_system_score_codex":0.000029722893,"about_ca_system_score_gemma":0.000012013151,"threshold_uncertainty_score":0.4752142},"labels":[],"label_agreement":null},{"id":"W2009576034","doi":"10.1039/c2lc40233e","title":"Generating multiplex gradients of biomolecules for controlling cellular adhesion in parallel microfluidic channels","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"McGill University","funders":"","keywords":"Multiplex; Microfluidics; Biomolecule; Nanotechnology; Adhesion; Chemistry; Materials science; Biology; Bioinformatics","score_opus":0.014578017073977434,"score_gpt":0.2236680390943181,"score_spread":0.20909002202034066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009576034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9275242,0.056939207,0.014824969,0.00002220658,0.00012103349,0.00043228047,0.000019860308,0.00005151906,0.0000647275],"genre_scores_gemma":[0.9930592,0.0058313534,0.00066745793,0.00006096142,0.00012804099,0.00014183516,0.000048270893,0.00003658,0.000026293055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991198,0.000024929052,0.00027943784,0.00013781073,0.00008203253,0.00035598248],"domain_scores_gemma":[0.9996436,0.00005571434,0.00004346447,0.0001690754,0.000021279506,0.00006683524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016924144,0.00014565278,0.00020868449,0.0001069413,0.000051179937,0.000009402492,0.00010596597,0.00007898996,0.000012426969],"category_scores_gemma":[0.000017931596,0.00014216856,0.00007342903,0.00014741185,0.00001653813,0.00004061521,0.000010861264,0.000077395394,0.000009847784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024125415,0.00006800495,0.0004024271,0.000055843302,0.000018538203,3.5071247e-7,0.00029629623,0.0002558562,0.995436,0.0010089113,0.001954653,0.00047900353],"study_design_scores_gemma":[0.0009843373,0.000051590043,0.0002442366,0.00004464388,0.0000129305945,9.896564e-7,0.000040139425,0.010194481,0.98128647,0.000083836414,0.006891633,0.00016474562],"about_ca_topic_score_codex":0.000016453572,"about_ca_topic_score_gemma":0.000001453724,"teacher_disagreement_score":0.06553501,"about_ca_system_score_codex":0.00003935184,"about_ca_system_score_gemma":0.000006790659,"threshold_uncertainty_score":0.57974654},"labels":[],"label_agreement":null},{"id":"W2010171247","doi":"10.1039/c3lc50762a","title":"Paper-based microfluidics with an erodible polymeric bridge giving controlled release and timed flow shutoff","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":104,"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":"Microfluidics; Pullulan; Dissolution; Reagent; Capillary action; Materials science; Coating; Aqueous solution; Computer science; Nanotechnology; Chemistry; Chemical engineering; Engineering; Composite material; Organic chemistry; Polysaccharide","score_opus":0.006303417521687817,"score_gpt":0.18243976427777764,"score_spread":0.17613634675608983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010171247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99676055,0.00030714084,0.0010686894,0.00028491282,0.00006121796,0.00023868935,0.000009139903,0.00025804833,0.0010116386],"genre_scores_gemma":[0.9984001,0.000035686156,0.0005598289,0.00054076884,0.00007966644,0.00002194198,0.0000073797287,0.00003774849,0.0003168918],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992833,0.000033700195,0.00014332627,0.0001911009,0.00011161119,0.00023693312],"domain_scores_gemma":[0.9995417,0.000057417496,0.000020987256,0.00019086049,0.000023154063,0.00016585179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059933525,0.00016715498,0.00023378622,0.000066688124,0.00006707285,0.00008538746,0.000052529183,0.00007543481,0.0001979108],"category_scores_gemma":[0.000022412587,0.00012732772,0.00004045469,0.00015169676,0.000037094716,0.000110469766,0.0000061442543,0.00015932912,0.00007707501],"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":[0.0008543382,0.00027881283,0.0012642702,0.00023919817,0.00019260598,0.000037892318,0.00015642865,0.0038843802,0.90269417,0.00020920242,0.0022830688,0.08790566],"study_design_scores_gemma":[0.0063344515,0.0007102126,0.029722575,0.00011293646,0.000067620946,0.000012743177,0.00002237686,0.89530534,0.06524081,0.000062603714,0.0018878952,0.0005204579],"about_ca_topic_score_codex":0.000112777365,"about_ca_topic_score_gemma":0.000016661907,"teacher_disagreement_score":0.89142096,"about_ca_system_score_codex":0.000021013835,"about_ca_system_score_gemma":0.000010715362,"threshold_uncertainty_score":0.5192273},"labels":[],"label_agreement":null},{"id":"W2010224078","doi":"10.1039/c0lc00335b","title":"Producing a superhydrophobic paper and altering its repellency through ink-jet printing","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":40,"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","keywords":"Inkwell; Drop (telecommunication); Materials science; Wetting; Intensity (physics); Nanotechnology; Jet (fluid); Composite material; Chemical engineering; Optics; Mechanical engineering; Mechanics; Engineering","score_opus":0.05897091397521146,"score_gpt":0.2524312500208302,"score_spread":0.19346033604561877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010224078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98634356,0.00020862863,0.000051145573,0.00020028348,0.00034301652,0.00028624551,0.0000048246075,0.00020283973,0.012359429],"genre_scores_gemma":[0.9959897,0.00009533732,0.0026556172,0.0006382487,0.00008053515,0.000026383635,0.000001772856,0.00003162249,0.0004807779],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982392,0.00013727832,0.00033229505,0.000680053,0.00023260375,0.0003785736],"domain_scores_gemma":[0.99916196,0.00005625698,0.00008348375,0.00054948666,0.0000521132,0.000096716874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005794824,0.00022008613,0.00024192741,0.00005083503,0.0002349049,0.0000800107,0.00022281268,0.0000798421,0.0015286026],"category_scores_gemma":[0.00020928527,0.00018302724,0.000045709923,0.00016129711,0.00007646695,0.0003956112,0.00014055827,0.00017260705,0.0005242748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004461565,0.00009656022,0.0030531916,0.000058289243,0.000005243946,0.000017527249,0.017661773,0.000009331866,0.97719806,0.0013597673,0.0000364219,0.00045922966],"study_design_scores_gemma":[0.00047656285,0.00013674119,0.02613465,0.00013329952,0.000012838819,0.000044661185,0.00035990725,0.00035162657,0.9694181,0.0006592058,0.0018664035,0.00040601296],"about_ca_topic_score_codex":0.00027728867,"about_ca_topic_score_gemma":0.000025271032,"teacher_disagreement_score":0.02308146,"about_ca_system_score_codex":0.00003393116,"about_ca_system_score_gemma":0.000031796833,"threshold_uncertainty_score":0.99938416},"labels":[],"label_agreement":null},{"id":"W2010308459","doi":"10.1039/c2lc40932a","title":"Laminated thin-film Teflon chips for petrochemical applications","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Materials science; Cleanroom; Fabrication; Thin film; Microfluidics; Composite material; Optoelectronics; Chip; Layer (electronics); Porosity; Nanotechnology; Electrical engineering; Engineering","score_opus":0.008848161607300675,"score_gpt":0.21891658646673234,"score_spread":0.21006842485943167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010308459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86196333,0.04010734,0.045998834,0.0005388134,0.00028221714,0.0022350498,0.00020079565,0.0016382663,0.047035355],"genre_scores_gemma":[0.9949127,0.002359515,0.00042175237,0.00020035429,0.00035548065,0.0009566341,0.0001739898,0.00005053569,0.0005690688],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926215,0.000008969331,0.00014952138,0.00014379677,0.000088700945,0.00034684667],"domain_scores_gemma":[0.9994911,0.000058659425,0.000019989924,0.00029285054,0.000023816196,0.00011358496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000871549,0.000140777,0.00012450329,0.00004849139,0.000096750366,0.000014992662,0.00015431346,0.00009563898,0.000089207155],"category_scores_gemma":[0.000010829108,0.00013596167,0.00006359019,0.0001824349,0.00002161277,0.00004210456,0.000012771491,0.00015034631,0.00023309338],"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":[0.000015479334,0.00014732406,0.00014516969,0.00007087083,0.000048565496,1.1340187e-7,0.00019763599,0.000020340864,0.7686286,0.052341264,0.1766073,0.0017773607],"study_design_scores_gemma":[0.00027892643,0.000029017287,0.00068822585,0.0000085723095,0.000029967001,0.000005867065,0.000032827265,0.0010666128,0.32083255,0.00071286416,0.6760882,0.00022632294],"about_ca_topic_score_codex":0.0000011257642,"about_ca_topic_score_gemma":4.7636357e-7,"teacher_disagreement_score":0.49948093,"about_ca_system_score_codex":0.00005618773,"about_ca_system_score_gemma":0.000009008609,"threshold_uncertainty_score":0.5544356},"labels":[],"label_agreement":null},{"id":"W2010326333","doi":"10.1039/c1lc20844f","title":"A digital microfluidic platform for primary cell culture and analysis","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":107,"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; University of New Brunswick","funders":"Canadian Institutes of Health Research; Health Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Primary cell; Cell culture; Microfluidics; Cell; Primary culture; Immortalised cell line; Chemistry; Nanotechnology; Materials science; Biomedical engineering; Cell biology; Biology; Engineering; Biochemistry","score_opus":0.009254290413256445,"score_gpt":0.18411208264915627,"score_spread":0.1748577922358998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010326333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549319,0.010478928,0.0025240232,0.000018226221,0.00005203099,0.00016879801,0.00007356566,0.0009294157,0.03082311],"genre_scores_gemma":[0.9964273,0.0008162331,0.0011508074,0.00008438348,0.000020431004,0.00002263461,0.00004673615,0.000024424868,0.0014070247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947613,0.0000015914218,0.00010563363,0.00015423963,0.000043823824,0.00021859317],"domain_scores_gemma":[0.99975085,0.000019691164,0.000017508502,0.00016658666,0.000011966279,0.000033402463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039033956,0.00013161388,0.00016425278,0.00012445208,0.0000431061,0.00003172685,0.000105779596,0.00010995527,0.000005771294],"category_scores_gemma":[0.000011276216,0.00011076121,0.000077190954,0.00021279963,0.000027869488,0.000072672,0.000021503096,0.00012325517,0.000009501831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001001101,0.00014173213,0.006210884,0.00037826484,0.00084897137,0.0000138571695,0.0026622952,0.0000026836929,0.8151836,0.0017333352,0.03579579,0.13692853],"study_design_scores_gemma":[0.0005438493,0.00023972848,0.003186075,0.000021224036,0.00019938743,0.0000073387732,0.00015796407,0.000036832338,0.9422692,0.00085341197,0.052162297,0.00032270252],"about_ca_topic_score_codex":0.0000024113951,"about_ca_topic_score_gemma":8.3227417e-7,"teacher_disagreement_score":0.13660581,"about_ca_system_score_codex":0.000026799098,"about_ca_system_score_gemma":0.000005465443,"threshold_uncertainty_score":0.45167112},"labels":[],"label_agreement":null},{"id":"W2011283899","doi":"10.1039/b801516c","title":"All-terrain droplet actuation","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":184,"is_retracted":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":"Microfluidics; Miniaturization; Terrain; Nanotechnology; Digital microfluidics; Computer science; Range (aeronautics); Mechanical engineering; Aerospace engineering; Engineering; Materials science; Electrical engineering; Electrowetting","score_opus":0.01435056125113163,"score_gpt":0.21331516542077983,"score_spread":0.1989646041696482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011283899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99118894,0.00038497258,0.00053321716,0.00043767554,0.000103857834,0.00005022278,0.0000020712157,0.0014983302,0.005800708],"genre_scores_gemma":[0.99871343,0.00027822374,0.00029249018,0.00024917076,0.000042399966,0.000008784688,0.0000089264195,0.000017992705,0.00038856492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960774,0.00000550341,0.0000724823,0.00008627451,0.00006186291,0.0001661272],"domain_scores_gemma":[0.99979585,0.000018646966,0.000009393798,0.00015271716,0.00000571287,0.000017664592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036443205,0.00007960323,0.000069276575,0.00005709582,0.000039618975,0.000006046442,0.00008489831,0.00006822174,0.000024247238],"category_scores_gemma":[0.00003053657,0.000073571304,0.00002291077,0.00008185111,0.000019677413,0.00002630627,0.000008944431,0.00013965236,0.00013839942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008368255,0.00003122227,0.00030344637,0.000021182339,0.000041500392,0.000030399271,0.0014260043,0.00010584348,0.87107575,0.0013758439,0.090862066,0.03471837],"study_design_scores_gemma":[0.000379331,0.00009795496,0.0033545673,0.000027433794,0.0000067397373,0.000057101624,0.00005700344,0.0003535611,0.8871628,0.00062304095,0.10763774,0.00024269565],"about_ca_topic_score_codex":0.000008208167,"about_ca_topic_score_gemma":0.000003066545,"teacher_disagreement_score":0.034475673,"about_ca_system_score_codex":0.00003215604,"about_ca_system_score_gemma":0.0000057095745,"threshold_uncertainty_score":0.30001506},"labels":[],"label_agreement":null},{"id":"W2012416957","doi":"10.1039/c1lc20473d","title":"Classification of cell types using a microfluidic device for mechanical and electrical measurement on single cells","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":193,"is_retracted":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":"Microfluidics; Nanotechnology; Materials science; Biomedical engineering; Engineering","score_opus":0.08753251492057225,"score_gpt":0.22752668025105696,"score_spread":0.1399941653304847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012416957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913504,0.0013396664,0.0061287666,0.000022878019,0.000104846644,0.00022093016,0.000006856764,0.0001923512,0.00063331827],"genre_scores_gemma":[0.99425423,0.0001846394,0.0054697655,0.000039482304,0.000018392948,0.0000037746531,0.0000013599513,0.000020129395,0.00000819515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993877,0.00001569401,0.00016346147,0.00015869814,0.0001102063,0.00016427886],"domain_scores_gemma":[0.9996916,0.000033453613,0.000037587513,0.00016203636,0.000046749374,0.000028580584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015000923,0.00011530167,0.00014477664,0.00008168658,0.00003195386,0.000007946611,0.00008144335,0.00012597592,0.000004173177],"category_scores_gemma":[0.000032019703,0.00010047427,0.000034551005,0.00010883494,0.000027389253,0.000016883949,0.00001412685,0.000093490075,0.0000057833445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046700156,0.00009294232,0.000015468766,0.00005485952,0.000011487549,5.0718006e-7,0.000052825704,9.811146e-7,0.9954099,0.0008105604,0.00087623985,0.0026275374],"study_design_scores_gemma":[0.0002395278,0.00028457705,0.00018315634,0.000052610514,0.000027598704,0.0000015735467,0.000024433422,0.0017884839,0.9957348,0.0003142709,0.0012375852,0.00011134532],"about_ca_topic_score_codex":0.000007058389,"about_ca_topic_score_gemma":0.0000014514121,"teacher_disagreement_score":0.002903875,"about_ca_system_score_codex":0.00007132746,"about_ca_system_score_gemma":0.000012563854,"threshold_uncertainty_score":0.4097222},"labels":[],"label_agreement":null},{"id":"W2013888714","doi":"10.1039/c3lc00013c","title":"Equilibrium gas–oil ratio measurements using a microfluidic technique","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Phase Equilibria and Thermodynamics","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":"Schlumberger (Canada)","funders":"","keywords":"Thermodynamic equilibrium; Petroleum; Equation of state; Petroleum engineering; Gas oil ratio; Microchannel; Microfluidics; Crude oil; Enhanced oil recovery; Chemistry; Channel (broadcasting); Thermodynamics; Materials science; Geology; Nanotechnology; Engineering","score_opus":0.02728214386387976,"score_gpt":0.2339959739305582,"score_spread":0.20671383006667846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013888714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97356606,0.00029671544,0.0061296583,0.000047834885,0.00029697956,0.00023323183,0.000008989916,0.00047470696,0.018945811],"genre_scores_gemma":[0.9985382,0.000022379332,0.00086874055,0.0001337338,0.000114077666,0.000060841343,0.000009532225,0.000071538656,0.00018097923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907327,0.0000344754,0.00020106217,0.00017920048,0.00018284429,0.00032916575],"domain_scores_gemma":[0.9995035,0.00001694194,0.000027227232,0.0003144013,0.000039194725,0.00009875643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011358279,0.00020107333,0.00016971471,0.000094489886,0.00003117358,0.00006554857,0.00017728942,0.00009981809,0.00020306387],"category_scores_gemma":[0.000013671626,0.00019900464,0.000061792256,0.00015874064,0.000023332419,0.00019500588,0.000032037857,0.000166274,0.0002747353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005821492,0.000028787093,0.00009754866,0.00003624002,0.00003267373,0.0000032750183,0.000044427805,0.0003931942,0.9974892,0.000236424,0.0003952922,0.0012371098],"study_design_scores_gemma":[0.00069556735,0.000057553643,0.0003365239,0.00016770535,0.000025467541,0.000025120593,0.000012909704,0.11399386,0.88106436,0.0019938576,0.0011392474,0.00048783552],"about_ca_topic_score_codex":0.00004296995,"about_ca_topic_score_gemma":0.000001999802,"teacher_disagreement_score":0.11642485,"about_ca_system_score_codex":0.00012353786,"about_ca_system_score_gemma":0.000029447092,"threshold_uncertainty_score":0.8115174},"labels":[],"label_agreement":null},{"id":"W2014144792","doi":"10.1039/b516031f","title":"Enzymatically-generated fluorescent detection in micro-channels with internal magnetic mixing for the development of parallel microfluidic ELISA","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":113,"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; McGill University; McGill University Health Centre","funders":"","keywords":"Microfluidics; Streptavidin; Nanotechnology; Mixing (physics); Reproducibility; Reagent; Microfluidic chip; Chemistry; Fluorescence; Materials science; Chromatography","score_opus":0.007210438328753234,"score_gpt":0.1939690913680194,"score_spread":0.18675865303926617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014144792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9212632,0.014415537,0.06347924,0.000054949804,0.000059556744,0.0005358417,0.0000057054476,0.000050959006,0.00013498936],"genre_scores_gemma":[0.9961522,0.0013802542,0.0019958524,0.00004067136,0.00005733382,0.00025041995,0.000018679022,0.000033036205,0.00007152727],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991198,0.000018455034,0.0003493568,0.0001583373,0.00010960344,0.00024442116],"domain_scores_gemma":[0.99967146,0.00005863155,0.000038680704,0.00016561695,0.00003774226,0.00002787377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013247262,0.00015504147,0.00015171511,0.00008399001,0.00007188601,0.00002322896,0.00014303562,0.00005567924,0.000022103617],"category_scores_gemma":[0.0000047901362,0.00011273811,0.000035924546,0.00019712576,0.000030055895,0.000018166993,0.000012459518,0.00011302256,0.000008839823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058476064,0.00005586163,0.00007902896,0.00005355707,0.000024031071,6.004969e-7,0.0002372424,0.00039678716,0.99373466,0.00025667998,0.00224856,0.0028545288],"study_design_scores_gemma":[0.00065005117,0.00007695545,0.0026657104,0.00006981985,0.00001634228,0.0000053541808,0.000048781567,0.0023703473,0.9873826,0.000097389435,0.0064691524,0.00014747771],"about_ca_topic_score_codex":0.000031687512,"about_ca_topic_score_gemma":0.00006517682,"teacher_disagreement_score":0.074889004,"about_ca_system_score_codex":0.00009389999,"about_ca_system_score_gemma":0.000029691644,"threshold_uncertainty_score":0.45973268},"labels":[],"label_agreement":null},{"id":"W2014299965","doi":"10.1039/b807106c","title":"Augmenting microgel flow viareceptor-ligand binding in the constrained geometries of microchannels","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Canada Research Chairs","keywords":"Body orifice; Microchannel; Avidin; Biotinylation; Microfluidics; Constriction; Materials science; Conjugated system; Nanotechnology; Chemistry; Composite material; Polymer","score_opus":0.0182704449444348,"score_gpt":0.2257886560665717,"score_spread":0.2075182111221369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014299965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818091,0.00018082334,0.014344288,0.000096136166,0.00013042854,0.00020838804,0.00004194945,0.00011455604,0.0030743412],"genre_scores_gemma":[0.99849254,0.000033673998,0.0010763126,0.00019592952,0.00004526488,0.000016255572,0.0000492837,0.000019948608,0.0000707754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991574,0.00001618396,0.00033677783,0.00012748202,0.00014380482,0.00021832646],"domain_scores_gemma":[0.99963474,0.00007109557,0.00006216891,0.00016368086,0.00005696304,0.000011352965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003919326,0.00014478208,0.00017981842,0.00033161388,0.000072600385,0.000012649641,0.00018110234,0.00007796599,0.000026309788],"category_scores_gemma":[0.000048225556,0.00011897106,0.00003760619,0.001166289,0.0001248235,0.0000651308,0.000021092059,0.0002124597,0.000013001827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010586871,0.00003410587,0.00078604405,0.00005434779,0.000022872744,0.00000896249,0.0021675809,0.000027657206,0.9891486,0.0017032754,0.0026262524,0.0034097133],"study_design_scores_gemma":[0.00036040574,0.000037520495,0.0006685268,0.00008741283,0.000003626823,0.000031825126,0.00038920253,0.00015344641,0.995821,0.00019007275,0.0021218844,0.00013507689],"about_ca_topic_score_codex":0.000006149341,"about_ca_topic_score_gemma":4.789092e-7,"teacher_disagreement_score":0.016683467,"about_ca_system_score_codex":0.00005390654,"about_ca_system_score_gemma":0.000019144562,"threshold_uncertainty_score":0.4851499},"labels":[],"label_agreement":null},{"id":"W2014643838","doi":"10.1039/c1lc20524b","title":"A digital microfluidic method for dried blood spot analysis","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":119,"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 Ottawa; Children's Hospital of Eastern Ontario; Newborn Screening Ontario; University of Toronto","funders":"Canada Research Chairs","keywords":"Dried blood spot; Dried blood; Analyte; Microfluidics; Chromatography; Computer science; Spots; Automation; Chemistry; Nanotechnology; Materials science; Engineering","score_opus":0.013517675705914943,"score_gpt":0.22457558484695625,"score_spread":0.2110579091410413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014643838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62671715,0.023377316,0.30052468,0.00007812402,0.00010621519,0.0007518079,0.00030767624,0.00071729225,0.04741977],"genre_scores_gemma":[0.9898418,0.0046526045,0.0033968019,0.00021528297,0.0000963667,0.00022982058,0.00015004726,0.00007266142,0.0013446225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992149,0.000011959968,0.00019378083,0.00022991815,0.00008129136,0.00026815047],"domain_scores_gemma":[0.9994579,0.000051756073,0.000025384425,0.00035109618,0.000028054921,0.000085841464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090831345,0.0001585548,0.00022911199,0.00016005036,0.00006222956,0.000033591376,0.00017957938,0.00007689951,0.00019929446],"category_scores_gemma":[0.000011851008,0.00015485633,0.0002025038,0.0005265718,0.000017067336,0.000044775476,0.000013503535,0.00008914139,0.00007188521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005515422,0.00019097807,0.00047217435,0.00004086034,0.0016805907,0.0000042247875,0.0005518603,0.0000055762334,0.93024945,0.012821883,0.047491413,0.006435825],"study_design_scores_gemma":[0.00057746103,0.00012291982,0.0013759076,0.000006881794,0.0008940812,0.0000071565805,0.000045324206,0.0005735817,0.87781525,0.0013782191,0.11685419,0.00034902414],"about_ca_topic_score_codex":0.000008258714,"about_ca_topic_score_gemma":0.0000015872109,"teacher_disagreement_score":0.36312467,"about_ca_system_score_codex":0.000020749549,"about_ca_system_score_gemma":0.000012111486,"threshold_uncertainty_score":0.6314858},"labels":[],"label_agreement":null},{"id":"W2015659263","doi":"10.1039/c4lc01251h","title":"On-chip sample preparation for complete blood count from raw blood","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Mount Sinai Hospital; University of Toronto; Toronto Public Health","funders":"","keywords":"Microfluidics; Chip; Biomedical engineering; Modular design; Materials science; Lab-on-a-chip; Coulter counter; Filtration (mathematics); Sample (material); Sample preparation; Dilution; Whole blood; Chromatography; Blood cell; Microfluidic chip; Analytical Chemistry (journal); Computer science; Chemistry; Nanotechnology; Mathematics; Engineering; Surgery; Immunology","score_opus":0.03616815332827959,"score_gpt":0.24040072806214977,"score_spread":0.2042325747338702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015659263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888851,0.00061693246,0.006932058,0.00022113963,0.0003757591,0.00035067924,0.00029202588,0.0010936774,0.0012326074],"genre_scores_gemma":[0.99396276,0.000056002875,0.0052719815,0.00023916672,0.00014672498,0.000022618848,0.00019776031,0.00003413352,0.000068829424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991857,0.000015617195,0.00018256946,0.00022962067,0.00015032315,0.00023618153],"domain_scores_gemma":[0.9992785,0.00020608614,0.000036639067,0.00038129857,0.00003935401,0.000058128233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011483351,0.00018131065,0.00020124266,0.000059985898,0.000059385256,0.000047453254,0.00016205621,0.00014560699,0.000019044155],"category_scores_gemma":[0.0001870117,0.00016045518,0.000053586293,0.00008702197,0.000037068028,0.000038661772,0.00002799746,0.000136992,0.00007759714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007771599,0.0008460852,0.0013819911,0.00019090969,0.00074150757,0.00003242147,0.0021482771,0.0037523934,0.6560806,0.04729489,0.2802482,0.006505535],"study_design_scores_gemma":[0.0060218344,0.0016710634,0.0009887626,0.00022452892,0.00026895572,0.000015971515,0.00020588582,0.019002497,0.7808393,0.05407085,0.13570061,0.0009896859],"about_ca_topic_score_codex":0.00008541928,"about_ca_topic_score_gemma":0.000048326696,"teacher_disagreement_score":0.14454758,"about_ca_system_score_codex":0.000035068486,"about_ca_system_score_gemma":0.000019462226,"threshold_uncertainty_score":0.65431726},"labels":[],"label_agreement":null},{"id":"W2019540596","doi":"10.1039/b613344d","title":"Continuous dielectrophoretic cell separation microfluidic device","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micralyne; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Fractionation; Materials science; Injector; Sample (material); Lab-on-a-chip; Fabrication; Microfluidic chip; Dielectrophoresis; Chip; Nanotechnology; Sample preparation; Electrophoresis; Chromatography; Optoelectronics; Chemistry; Engineering; Electrical engineering; Mechanical engineering","score_opus":0.005672997736383516,"score_gpt":0.19828444373087842,"score_spread":0.1926114459944949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019540596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721665,0.008572384,0.0011146996,0.00012824744,0.00017435622,0.00012874225,0.0000062318713,0.0011206855,0.01658819],"genre_scores_gemma":[0.99801934,0.0006919913,0.0003399496,0.00012343508,0.00008598446,0.0000052200025,0.00002185732,0.000028868832,0.00068333704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929285,0.000014041385,0.00016371423,0.00016696859,0.00008940886,0.00027303054],"domain_scores_gemma":[0.9996865,0.000024263256,0.000023225897,0.00022423409,0.000020196088,0.000021591279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052497926,0.00016254092,0.00015001533,0.000077355086,0.0000543836,0.000036248806,0.00011767534,0.0001352393,0.00002351375],"category_scores_gemma":[0.0000075674775,0.00014783625,0.00004338105,0.00017656421,0.00004071248,0.000027041528,0.000016543248,0.00016816639,0.00025220268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007769968,0.000025452311,0.00016181351,0.000023556693,0.000004603918,0.000011319885,0.000021933107,0.000020111105,0.9040591,0.0008251929,0.09348498,0.0013541767],"study_design_scores_gemma":[0.00023190577,0.00007661945,0.00064431096,0.000020812131,0.000011921204,0.0000100316865,0.000017543553,0.00033338918,0.9302399,0.00054179836,0.06767565,0.00019610237],"about_ca_topic_score_codex":0.000036941783,"about_ca_topic_score_gemma":0.000006428641,"teacher_disagreement_score":0.026180832,"about_ca_system_score_codex":0.00005563579,"about_ca_system_score_gemma":0.0000089515215,"threshold_uncertainty_score":0.6028587},"labels":[],"label_agreement":null},{"id":"W2019938984","doi":"10.1039/c0lc00723d","title":"Air stream-mediated vortex agitation of microlitre entities on a fluidic chip","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"National Research Council Canada","funders":"","keywords":"Microfluidics; Dissolution; Materials science; Fluidics; Vortex; Sedimentation; Suspension (topology); Rhodamine B; Flux (metallurgy); Displacement (psychology); Nanotechnology; Flow (mathematics); Compressed air; Chemical engineering; Mechanics; Chemistry; Mechanical engineering; Engineering; Physics; Aerospace engineering; Organic chemistry; Geology; Metallurgy","score_opus":0.01769259109042176,"score_gpt":0.21658269155014956,"score_spread":0.1988901004597278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019938984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94461226,0.00013895408,0.004931529,0.000046576304,0.0002409563,0.00024499465,0.00009524113,0.0004805954,0.049208898],"genre_scores_gemma":[0.99838144,0.00002709155,0.00052077725,0.0004413141,0.000050050257,0.000027111728,0.0001963147,0.000040113006,0.0003157815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990844,0.000020390722,0.0003500316,0.00017088595,0.00016793732,0.00020633296],"domain_scores_gemma":[0.99943084,0.000032697386,0.00008076834,0.00027170958,0.000157047,0.000026969037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015153611,0.00019342842,0.00019586968,0.00027738465,0.000033375287,0.0000070225983,0.0001462249,0.000115192626,0.00014633365],"category_scores_gemma":[0.00005257257,0.0001864251,0.00005191377,0.0004660777,0.00007477754,0.000090399866,0.000016845088,0.00019088286,0.00009716171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011591256,0.00023579865,0.0008736184,0.0002196713,0.00012580525,0.000008262875,0.003268577,0.000007459662,0.8774716,0.096118286,0.012387484,0.009167492],"study_design_scores_gemma":[0.00042431126,0.00024784365,0.018000502,0.00013526976,0.000013475872,0.0000029337373,0.00019882804,0.00007291695,0.9747636,0.00294324,0.0029728042,0.00022432905],"about_ca_topic_score_codex":0.000026374524,"about_ca_topic_score_gemma":0.0000012174384,"teacher_disagreement_score":0.09729192,"about_ca_system_score_codex":0.000073640316,"about_ca_system_score_gemma":0.000021370513,"threshold_uncertainty_score":0.76021945},"labels":[],"label_agreement":null},{"id":"W2019963356","doi":"10.1039/c0lc00478b","title":"Pressure drop of slug flow in microchannels with increasing void fraction: experiment and modeling","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Schlumberger (Canada)","funders":"École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris","keywords":"Pressure drop; Slug flow; Slug; Mechanics; Porosity; Environmental science; Materials science; Two-phase flow; Flow (mathematics); Drop (telecommunication); Petroleum engineering; Engineering; Mechanical engineering; Composite material; Geology; Physics","score_opus":0.021990127734707092,"score_gpt":0.22822182127148052,"score_spread":0.20623169353677342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019963356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8198336,0.00038342414,0.17678075,0.000008538141,0.000034466233,0.00013441114,0.000004637591,0.000090064845,0.0027301195],"genre_scores_gemma":[0.9916554,0.000014879371,0.00820433,0.000042064028,0.000022588798,0.000017775732,0.0000071852264,0.000020495221,0.000015265132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949586,0.000012072262,0.00018248949,0.000120912635,0.000076011995,0.00011266272],"domain_scores_gemma":[0.99977744,0.000007714177,0.00003116627,0.000121985555,0.00004738729,0.000014323811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014982148,0.000108795255,0.00013316308,0.000120996156,0.000019870153,0.000006037321,0.000050645922,0.000060498973,0.000021511425],"category_scores_gemma":[0.00000603883,0.00009832282,0.000009185498,0.00020736307,0.000024968103,0.000088507826,0.000016287158,0.00013783408,0.0000011573283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024820652,0.00009646887,0.0010339242,0.00017607445,0.00006269167,0.0000075487656,0.005055861,0.0013491085,0.981703,0.0035268639,0.00011722517,0.0066230255],"study_design_scores_gemma":[0.00037250292,0.00009514406,0.0005546197,0.00021028475,0.0000080170275,0.000012480217,0.0003554986,0.062622674,0.9349691,0.00045302502,0.00019128235,0.00015533356],"about_ca_topic_score_codex":0.0000858804,"about_ca_topic_score_gemma":0.000001241105,"teacher_disagreement_score":0.17182182,"about_ca_system_score_codex":0.000031150998,"about_ca_system_score_gemma":0.0000084468265,"threshold_uncertainty_score":0.40094882},"labels":[],"label_agreement":null},{"id":"W2021686704","doi":"10.1039/c3lc41411f","title":"Atomically flat symmetric elliptical nanohole arrays in a gold film for ultrasensitive refractive index sensing","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":45,"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; University of Ottawa; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Refractive index; Materials science; Optics; Surface plasmon resonance; Microfluidics; Substrate (aquarium); Plasmon; High-refractive-index polymer; Etching (microfabrication); Refractometry; Optoelectronics; Nanotechnology; Nanoparticle; Layer (electronics)","score_opus":0.012868087170358604,"score_gpt":0.2356409202417884,"score_spread":0.22277283307142978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021686704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98354435,0.000035307075,0.0028085934,0.00024794217,0.00013641205,0.0006247092,0.00003777556,0.00014178742,0.012423107],"genre_scores_gemma":[0.9938922,0.000028189028,0.0052749068,0.00015540185,0.00002246202,0.000033984965,0.000017562776,0.000051637384,0.0005236859],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984229,0.00006167892,0.00026853263,0.00032270464,0.00028250986,0.00064165815],"domain_scores_gemma":[0.99822176,0.0012563429,0.000026902702,0.00022277836,0.00008453394,0.0001877014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024891278,0.00022983899,0.00032641686,0.00031230715,0.000044346387,0.00007295888,0.000121740806,0.00021439584,0.000044358323],"category_scores_gemma":[0.00039941404,0.00021663032,0.00008690066,0.0005453913,0.000050589042,0.0001470003,0.000026332835,0.0005946566,0.0004617219],"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":[0.0022046797,0.0009267826,0.009265756,0.00086285005,0.0010252276,0.00072314113,0.0064166016,0.3329802,0.5115451,0.014307546,0.037805744,0.08193636],"study_design_scores_gemma":[0.0011622803,0.00009224955,0.009927496,0.000098254844,0.000007660721,0.00001157278,0.0003015443,0.9457061,0.040823042,0.00065816165,0.0008741827,0.0003374411],"about_ca_topic_score_codex":0.00009259189,"about_ca_topic_score_gemma":0.00004352844,"teacher_disagreement_score":0.6127259,"about_ca_system_score_codex":0.00023157655,"about_ca_system_score_gemma":0.00004246825,"threshold_uncertainty_score":0.88339275},"labels":[],"label_agreement":null},{"id":"W2022102744","doi":"10.1039/c3lc50355k","title":"Recent advances in microfluidic techniques for single-cell biophysical characterization","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":268,"is_retracted":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":"Microfluidics; Nanotechnology; Characterization (materials science); Biochemical engineering; Computer science; Living cell; Engineering; Biology; Materials science; Biological system","score_opus":0.0318035707849853,"score_gpt":0.2634894090783328,"score_spread":0.2316858382933475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022102744","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":[0.00011426633,0.99581504,0.00076571107,0.000030344641,0.00029563447,0.0012693588,0.00009667127,0.0010684462,0.000544553],"genre_scores_gemma":[0.000023058376,0.9980843,0.00081883476,0.00003203914,0.00015277046,0.00025723813,0.00042348466,0.00009825417,0.00011003666],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987399,0.00003279366,0.00045468775,0.00034997557,0.000089788315,0.00033285504],"domain_scores_gemma":[0.99940336,0.00007223339,0.00011766945,0.00034256355,0.000030761297,0.000033430257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008210053,0.00043753488,0.0009098634,0.0002874363,0.00003088229,0.000046903722,0.00026620438,0.00049771386,0.0000133],"category_scores_gemma":[0.000031637963,0.0003509815,0.0001660372,0.0003553652,0.000050749903,0.000092533024,0.000045994446,0.00033755106,0.000076241],"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":[0.0000023193397,0.0000609272,1.7359652e-7,0.004643508,0.0000073084057,0.0000019216006,0.0000067809247,2.7614178e-8,0.08166452,0.000059225495,0.0016562621,0.911897],"study_design_scores_gemma":[0.00007760419,0.000087636465,2.557933e-7,0.004272698,0.000039230796,0.0000050052063,0.0000028213826,0.00000846909,0.07916977,0.000044660683,0.91593575,0.00035609156],"about_ca_topic_score_codex":7.099227e-7,"about_ca_topic_score_gemma":3.156127e-7,"teacher_disagreement_score":0.9142795,"about_ca_system_score_codex":0.000182621,"about_ca_system_score_gemma":0.000025116075,"threshold_uncertainty_score":0.9998942},"labels":[],"label_agreement":null},{"id":"W2022720131","doi":"10.1039/c0lc00130a","title":"Adhesion based detection, sorting and enrichment of cells in microfluidic Lab-on-Chip devices","year":2010,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":171,"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":"Genome Canada","keywords":"Microfluidics; Nanotechnology; Sorting; Cell sorting; Lab-on-a-chip; Cell adhesion; Adhesion; Biochip; Microfluidic chip; Surface modification; Materials science; Computer science; Cell; Chemistry","score_opus":0.0204425553989057,"score_gpt":0.2485033482743315,"score_spread":0.2280607928754258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022720131","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":[0.024284648,0.97406656,0.0000681588,0.000017048593,0.0004025348,0.000480442,0.00002859831,0.00036681886,0.0002852152],"genre_scores_gemma":[0.032425836,0.96694994,0.00036828476,0.000049137045,0.00006650177,0.000021931317,0.00001785521,0.0000700474,0.000030471874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983568,0.00007467667,0.00066627277,0.00040169212,0.00016966806,0.00033087062],"domain_scores_gemma":[0.9990158,0.00022883642,0.00022280026,0.0004556546,0.000025014026,0.000051859188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035120355,0.00046990992,0.0009935712,0.0004865343,0.000056942274,0.00003132043,0.00024326447,0.00066515536,0.000012116168],"category_scores_gemma":[0.000075107244,0.00037701864,0.00015769327,0.00039891267,0.00007102581,0.000027962556,0.00006802957,0.0008282162,0.000032263328],"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":[0.000008856742,0.000054784385,0.000036365418,0.008970316,0.000031517233,0.000013107831,0.00003703325,0.0000021864064,0.075113155,0.000033774435,0.0005868229,0.9151121],"study_design_scores_gemma":[0.000312274,0.00014897718,0.00005056266,0.01108975,0.00012371095,0.000010935429,0.00002533674,0.00006219561,0.2707025,0.000042016127,0.71690685,0.0005248909],"about_ca_topic_score_codex":0.00003053966,"about_ca_topic_score_gemma":0.000027290416,"teacher_disagreement_score":0.9145872,"about_ca_system_score_codex":0.00009083204,"about_ca_system_score_gemma":0.000044950662,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W2022759072","doi":"10.1039/c2lc40372b","title":"A low-cost, label-free DNA detection method in lab-on-chip format based on electrohydrodynamic instabilities, with application to long-range PCR","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":16,"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":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Electrohydrodynamics; Lab-on-a-chip; Chip; Detector; Electronics; Nanotechnology; Physics; Optoelectronics; Computer science; Microfluidics; Materials science; Electrical engineering; Telecommunications; Engineering; Electrode; Quantum mechanics","score_opus":0.0066086540375803506,"score_gpt":0.21672737280655935,"score_spread":0.210118718768979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022759072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91034526,0.0006340969,0.08398476,0.00022841133,0.0000625451,0.0014827867,0.00005518599,0.00035964185,0.0028473323],"genre_scores_gemma":[0.99674875,0.00029545932,0.00049096503,0.0007895161,0.00010881011,0.0013353083,0.00008188271,0.00009336913,0.000055955214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982675,0.00009814624,0.00030818448,0.00036424084,0.000299106,0.0006628257],"domain_scores_gemma":[0.99869794,0.00014190142,0.000055386456,0.0008858679,0.000034906778,0.0001840116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038055037,0.00034096287,0.0002792743,0.00034979003,0.000115258095,0.000032811175,0.00028961903,0.00015722084,0.00003806681],"category_scores_gemma":[0.000032134103,0.00031466177,0.000054775475,0.0008948707,0.000021141506,0.00012457595,0.000021993817,0.0004072815,0.0001665803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001910582,0.0016495101,0.0036724776,0.0005890851,0.00012087173,0.000005708717,0.0017960394,0.010782261,0.90504485,0.0105683645,0.0056994306,0.058160786],"study_design_scores_gemma":[0.005233169,0.0017277434,0.03114545,0.00030885535,0.00009795491,0.00003180641,0.000118448064,0.113696694,0.8121684,0.0007524472,0.032924898,0.0017941345],"about_ca_topic_score_codex":0.00006929485,"about_ca_topic_score_gemma":0.0004605061,"teacher_disagreement_score":0.10291443,"about_ca_system_score_codex":0.00058501726,"about_ca_system_score_gemma":0.000035382574,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W2023925422","doi":"10.1039/b813757a","title":"The effect of adhesion promoter on the adhesion of PDMS to different substrate materials","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanofabrication and Lithography Techniques","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 British Columbia","funders":"","keywords":"Adhesion; Substrate (aquarium); Materials science; Aluminium; Cell adhesion; Composite material; Silicon; Metallurgy; Biology","score_opus":0.011704446619467056,"score_gpt":0.22191186817737002,"score_spread":0.21020742155790295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023925422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977845,0.000032641055,0.000028904773,0.00015286209,0.00009456783,0.00048344838,0.000009926399,0.000113774804,0.0012994],"genre_scores_gemma":[0.9996759,0.00007408616,0.000035923185,0.00003673968,0.000022242866,0.00007068336,0.0000026376701,0.000016629961,0.00006510602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993047,0.00011506241,0.00020502092,0.000094143164,0.00016396964,0.000117096424],"domain_scores_gemma":[0.9993838,0.00018899982,0.000051067775,0.00032959145,0.000016572327,0.000029988088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023108457,0.00012157153,0.0001639,0.000060726434,0.000057702324,0.000009278212,0.0001699528,0.000045905548,0.000033471137],"category_scores_gemma":[0.000027066173,0.000056027267,0.00006559193,0.00014107714,0.00003249424,0.000014454512,0.000014239541,0.000067597604,0.000013347898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018895463,0.00004231913,0.0015763526,0.00008347984,0.000022016357,0.0000010727,0.00028371974,0.000013280398,0.9916401,0.0022656075,0.001222471,0.0026606251],"study_design_scores_gemma":[0.00011798555,0.00057139364,0.057539627,0.000100483674,0.0000051865077,8.4506036e-7,0.0000031226884,0.000020623882,0.9406963,0.00006432585,0.0008206275,0.000059459548],"about_ca_topic_score_codex":0.000006399683,"about_ca_topic_score_gemma":0.0000012726202,"teacher_disagreement_score":0.055963274,"about_ca_system_score_codex":0.000010632199,"about_ca_system_score_gemma":0.000002387702,"threshold_uncertainty_score":0.22847258},"labels":[],"label_agreement":null},{"id":"W2024092934","doi":"10.1039/c4lc00608a","title":"Chip-off-the-old-rock: the study of reservoir-relevant geological processes with real-rock micromodels","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada); University of Toronto","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada; University of Toronto; Suncor Energy Incorporated","keywords":"Micromodel; Calcite; Dissolution; Microfluidics; Geology; Petroleum engineering; Substrate (aquarium); Enhanced oil recovery; Carbonate; Mineralogy; Nanotechnology; Materials science; Geotechnical engineering; Porous medium; Porosity; Chemical engineering; Metallurgy; Engineering","score_opus":0.021309130698114447,"score_gpt":0.2588322847858302,"score_spread":0.23752315408771577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024092934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97006565,0.000008422471,0.0001422224,0.0028361252,0.00004793125,0.00047561718,0.0000029319785,0.00004359384,0.02637749],"genre_scores_gemma":[0.99432266,0.000024132996,0.000060571754,0.0008092142,0.00004042189,0.00006659112,0.0000033012757,0.000007893231,0.0046652104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987106,0.00021641572,0.00022769315,0.00030365342,0.00032078716,0.0002208632],"domain_scores_gemma":[0.99897176,0.0003572041,0.00013323972,0.00045776612,0.000030717656,0.000049335576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031274563,0.00014841992,0.00014940508,0.000018627481,0.0003098144,0.00003313593,0.00042427634,0.000049484188,0.000871474],"category_scores_gemma":[0.0002086295,0.000067897345,0.000031189968,0.000250448,0.000106351334,0.000085393156,0.00013653802,0.00024298155,0.00024422538],"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":[0.0038300806,0.016886873,0.4860647,0.00021403606,0.000433188,0.0000923542,0.063607186,0.3244555,0.023726303,0.03233251,0.038534943,0.009822308],"study_design_scores_gemma":[0.003563616,0.0130905,0.85741514,0.00017122523,0.00018603413,0.00017571678,0.008219925,0.016870735,0.007004166,0.011808349,0.08044927,0.0010453162],"about_ca_topic_score_codex":0.0009360605,"about_ca_topic_score_gemma":0.008746979,"teacher_disagreement_score":0.37135044,"about_ca_system_score_codex":0.000031406416,"about_ca_system_score_gemma":0.000019172665,"threshold_uncertainty_score":0.9542029},"labels":[],"label_agreement":null},{"id":"W2025389996","doi":"10.1039/b909961a","title":"Microinjection in a microfluidic format using flexible and compliant channels and electroosmotic dosage control","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Microinjection; Buffer (optical fiber); Electrokinetic phenomena; Fluidics; Rhodamine B; Ultrapure water; Flow control (data); Reagent; Chemistry; Materials science; Biomedical engineering; Computer science; Nanotechnology; Electrical engineering; Engineering","score_opus":0.013282187176027882,"score_gpt":0.21551042307307494,"score_spread":0.20222823589704705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025389996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871202,0.008417846,0.0033437726,0.0002844791,0.00008351057,0.0002020628,0.0000050956155,0.00038947974,0.00015355044],"genre_scores_gemma":[0.9980034,0.0012979442,0.00037864968,0.0002586578,0.000026769587,0.0000014502021,0.0000024751478,0.000014290051,0.000016335578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992933,0.00001572408,0.00016736529,0.0001707362,0.00005154634,0.00030131187],"domain_scores_gemma":[0.9997871,0.000020361438,0.000022146849,0.00012582782,0.000008609263,0.000035967427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010675087,0.00016635927,0.00021169419,0.00019662705,0.00006369218,0.000052308806,0.00005475048,0.00011492986,0.0000020876269],"category_scores_gemma":[0.000010552952,0.00015362128,0.000021133299,0.0001736975,0.00004194291,0.000076172524,0.000013876735,0.00019128759,0.000004216342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003774511,0.000021410955,0.00029714985,0.000041089912,0.000009036893,0.000012092034,0.00011989887,0.000043773733,0.9919687,0.0002678362,0.0008260473,0.0063552465],"study_design_scores_gemma":[0.0031562787,0.0005620426,0.010912626,0.00045134994,0.000037813003,0.0005588927,0.0001472049,0.040450536,0.937382,0.0033732592,0.0023335272,0.0006344753],"about_ca_topic_score_codex":0.000027937189,"about_ca_topic_score_gemma":0.0000032461182,"teacher_disagreement_score":0.05458668,"about_ca_system_score_codex":0.00006418315,"about_ca_system_score_gemma":0.000006342597,"threshold_uncertainty_score":0.6264494},"labels":[],"label_agreement":null},{"id":"W2025649455","doi":"10.1039/b918834g","title":"Rapid, cost-efficient fabrication of microfluidic reactors in thermoplastic polymers by combining photolithography and hot embossing","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Thermoplastic; Polycarbonate; Materials science; Microfluidics; Fabrication; Photoresist; Polymer; Photolithography; Embossing; Molding (decorative); Nanotechnology; Composite material","score_opus":0.011108644009025299,"score_gpt":0.22902856775490713,"score_spread":0.21791992374588182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025649455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783462,0.002113056,0.016399924,0.000041364547,0.000088333894,0.00029797837,0.000019625371,0.00014933638,0.0025441386],"genre_scores_gemma":[0.9994481,0.00012018198,0.00014193027,0.00018560184,0.000011179992,0.000013525801,0.000050722363,0.000019269088,0.000009463303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991375,0.000023568347,0.00033238545,0.0001780271,0.00012237071,0.00020610807],"domain_scores_gemma":[0.99964434,0.00004290705,0.00007959004,0.00016169107,0.00004399399,0.000027449638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021295613,0.00016230441,0.0001953251,0.00036031927,0.00003502137,0.000017749944,0.00008706747,0.00008515669,0.000013278232],"category_scores_gemma":[0.000024361665,0.00016272791,0.00002676766,0.0008785913,0.000073361494,0.000048843405,0.000009331312,0.00018661715,0.0000012907005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003135711,0.00007085797,0.00052084756,0.000024865769,0.000011195023,0.0000010477456,0.0007457464,0.000005943818,0.9492265,0.0017792801,0.00084919593,0.04673317],"study_design_scores_gemma":[0.0006573128,0.00014868955,0.021678803,0.00018145447,0.000009737266,0.0000049029186,0.00025509464,0.0010369768,0.97393167,0.0002014266,0.0016480266,0.00024591494],"about_ca_topic_score_codex":0.000017392202,"about_ca_topic_score_gemma":8.234454e-8,"teacher_disagreement_score":0.046487253,"about_ca_system_score_codex":0.00006629601,"about_ca_system_score_gemma":0.000011958747,"threshold_uncertainty_score":0.6635851},"labels":[],"label_agreement":null},{"id":"W2025986431","doi":"10.1039/c3lc51151k","title":"Characterization of red blood cell deformability change during blood storage","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Red blood cell; Blood cell; Characterization (materials science); Materials science; Chemistry; Medicine; Nanotechnology; Immunology; Biochemistry","score_opus":0.01913836238906521,"score_gpt":0.20687903728333767,"score_spread":0.18774067489427246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025986431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747485,0.000058189624,0.0000029626033,0.0005178211,0.00007235194,0.00063851767,0.0000070581186,0.000055166103,0.0011730907],"genre_scores_gemma":[0.99859023,0.000029661891,0.000060854254,0.00025618824,0.00016899397,0.00006721724,0.000053611566,0.000017782439,0.00075548724],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99924976,0.000032383603,0.00022394913,0.00016487739,0.00017278269,0.00015627501],"domain_scores_gemma":[0.9994389,0.000007125323,0.000112829606,0.00028798086,0.00008298257,0.00007022183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007725447,0.00010581261,0.0001934025,0.00005613779,0.00004519487,0.00001084423,0.000049644546,0.000078829326,0.00035231558],"category_scores_gemma":[0.000017259648,0.00008280842,0.00005500705,0.00012027025,0.00002040502,0.00014912518,0.000026015612,0.0001074831,0.000037837104],"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":[0.000109674496,0.0005783849,0.034413848,0.00037702313,0.000029572742,0.0000025572078,0.00062591047,6.4695325e-7,0.9627123,0.000023137802,0.0000040324544,0.001122949],"study_design_scores_gemma":[0.0013348858,0.00030332088,0.5861723,0.00007574369,0.000087580825,0.0000065879876,0.000021936448,0.00011444096,0.4117508,0.000012515016,0.00005336548,0.00006657823],"about_ca_topic_score_codex":0.00009950808,"about_ca_topic_score_gemma":0.0000037137092,"teacher_disagreement_score":0.5517584,"about_ca_system_score_codex":0.000013168399,"about_ca_system_score_gemma":0.000014505788,"threshold_uncertainty_score":0.38576084},"labels":[],"label_agreement":null},{"id":"W2026534600","doi":"10.1039/b707883h","title":"Microfluidic ELISA on non-passivated PDMS chip using magnetic bead transfer inside dual networks of channels","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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; National Research Council Canada","funders":"","keywords":"Microfluidics; Fluidics; Passivation; Materials science; Biomolecule; Polyethylene glycol; Bead; Nanotechnology; Chemistry; Composite material","score_opus":0.010342458809973714,"score_gpt":0.21346967430840766,"score_spread":0.20312721549843393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026534600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675468,0.021013187,0.009012089,0.000041782405,0.00023497047,0.00038836224,0.000019562229,0.00014757407,0.0015956312],"genre_scores_gemma":[0.98541987,0.013748022,0.00003766384,0.00031720748,0.00025313016,0.000018714189,0.00004327709,0.000084432664,0.0000777096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844146,0.000028176855,0.00045223773,0.0002991181,0.00021867435,0.00056036084],"domain_scores_gemma":[0.999311,0.00007529684,0.00003229223,0.00040073536,0.00004205291,0.0001386389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021043017,0.0003079089,0.00032775922,0.00019892602,0.000096741445,0.000023006676,0.00017982812,0.00021159562,0.00016764071],"category_scores_gemma":[0.0000071867585,0.00030716183,0.000113400565,0.00054196996,0.00006244285,0.000038393286,0.000015086197,0.00035042735,0.00003596624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075522024,0.000096012925,0.00006338411,0.000042336655,0.000048065896,0.000012083263,0.00025104458,0.0009465771,0.9883151,0.0007953135,0.0074602542,0.0018943063],"study_design_scores_gemma":[0.00085909077,0.00029925295,0.0034781324,0.00013968298,0.000058262605,0.000021144608,0.000043553657,0.003016567,0.9821385,0.00008870108,0.009437813,0.00041925654],"about_ca_topic_score_codex":0.000041877913,"about_ca_topic_score_gemma":0.0000052576047,"teacher_disagreement_score":0.017873004,"about_ca_system_score_codex":0.000090708236,"about_ca_system_score_gemma":0.000025644915,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W2026784706","doi":"10.1039/b803827a","title":"Water-oil core-shell droplets for electrowetting-based digital microfluidic devices","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":109,"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; Université Laval; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrowetting; Digital microfluidics; Microfluidics; Fluidics; Flexibility (engineering); Nanotechnology; Oil droplet; Materials science; Optoelectronics; Engineering; Dielectric; Electrical engineering; Chemical engineering","score_opus":0.013948252051879403,"score_gpt":0.2075077151948862,"score_spread":0.1935594631430068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026784706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986185,0.003989083,0.0012133254,0.0003051798,0.00017400944,0.00015564867,0.000035646262,0.0023554987,0.001909754],"genre_scores_gemma":[0.99783415,0.00032791024,0.00031348976,0.0004029291,0.000102391845,0.000068113055,0.00009848961,0.00009004253,0.00076248724],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985061,0.000008449869,0.000263393,0.00032134366,0.00014073786,0.00075996894],"domain_scores_gemma":[0.99941504,0.0000939312,0.00003241129,0.0003492868,0.00004164057,0.00006766357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009829977,0.0003070082,0.00026957755,0.00016379017,0.00019191201,0.000055319113,0.00031212418,0.00017687144,0.00001502226],"category_scores_gemma":[0.00006349678,0.00025356575,0.00013102067,0.0001687157,0.00008125864,0.000089827896,0.000025320645,0.00027486603,0.0001388229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049061167,0.000069831716,0.0006423463,0.00013922597,0.000049387152,0.000025795105,0.00014429685,0.000037082056,0.962343,0.00019287266,0.02460472,0.011702432],"study_design_scores_gemma":[0.00067107973,0.00025508297,0.000089661065,0.00005589597,0.0000127042895,0.000037259855,0.000015423751,0.0002806587,0.8876986,0.00011891628,0.110434785,0.00032994116],"about_ca_topic_score_codex":0.0000053904955,"about_ca_topic_score_gemma":0.000002929734,"teacher_disagreement_score":0.08583006,"about_ca_system_score_codex":0.000092871516,"about_ca_system_score_gemma":0.000034586643,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W2027846514","doi":"10.1039/c4lc00648h","title":"Chemical-assisted femtosecond laser writing of lab-in-fibers","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":108,"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":"Femtosecond; Laser; Materials science; Nanotechnology; Optics; Physics","score_opus":0.009533561675212167,"score_gpt":0.21806362417335393,"score_spread":0.20853006249814177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027846514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97383046,0.000016266249,0.00010558891,0.000046747544,0.00009523547,0.00006730437,0.000007224036,0.00047637225,0.025354823],"genre_scores_gemma":[0.9967585,0.0000027015535,0.002941685,0.000115959185,0.00006176215,0.000011811359,0.000008147631,0.000038324084,0.000061109815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931014,0.000022865031,0.00023634866,0.00014046174,0.00009881025,0.00019139647],"domain_scores_gemma":[0.9996346,0.000056095552,0.000039047383,0.00021217746,0.000017680904,0.00004038085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018978199,0.00012380017,0.0001976497,0.0000732919,0.000012683213,0.00002574427,0.00015037469,0.00009118863,0.000057515976],"category_scores_gemma":[0.000054072127,0.00012243673,0.000028998607,0.00013824449,0.000026684447,0.000064718544,0.000029887546,0.00012830568,0.000023149845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003735556,0.000069926966,0.0006361447,0.0007355164,0.000019480405,0.0000060817683,0.00028476585,0.000308524,0.9844818,0.0013802602,0.0014696375,0.0105704935],"study_design_scores_gemma":[0.0003673035,0.000023184399,0.0013898605,0.00023519807,0.000004761464,0.0000019439199,0.000010162977,0.0015846338,0.99390674,0.0011054056,0.0012047436,0.00016607309],"about_ca_topic_score_codex":0.000014873495,"about_ca_topic_score_gemma":0.000008836561,"teacher_disagreement_score":0.025293713,"about_ca_system_score_codex":0.00003808011,"about_ca_system_score_gemma":0.000006190785,"threshold_uncertainty_score":0.49928248},"labels":[],"label_agreement":null},{"id":"W2028040523","doi":"10.1039/c2lc40504k","title":"Denaturation mapping of Saccharomyces cerevisiae","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"","keywords":"Optical mapping; Contig; Denaturation (fissile materials); Genome; Saccharomyces cerevisiae; Genomic organization; DNA; Computational biology; Biology; Chemistry; Yeast; Biophysics; Genetics; Gene","score_opus":0.01713561535232951,"score_gpt":0.2435573235691469,"score_spread":0.22642170821681737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028040523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301314,0.001192717,0.00091456535,0.00010444614,0.00014761601,0.000107126594,0.000005010385,0.000007340023,0.0045080446],"genre_scores_gemma":[0.9975238,0.00006837796,0.0015807395,0.00018666044,0.00024908062,0.000009440067,0.000017386183,0.000009287875,0.0003552173],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995427,0.000045819106,0.00010436945,0.0001017638,0.0000765932,0.00012872055],"domain_scores_gemma":[0.99969363,0.000009159257,0.00006562992,0.00017396717,0.000018898383,0.000038687613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015470039,0.00007132145,0.00007880476,0.00002346114,0.000027508884,0.0000061830965,0.00008082872,0.0000806298,0.000056420067],"category_scores_gemma":[0.000050983363,0.00006008358,0.000045725224,0.000040210398,0.000011577567,0.000003219638,0.00002322291,0.00003260674,0.000025783616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022446866,0.000027183354,0.0010367805,0.000017255492,0.000014110229,1.2489203e-7,0.000057300633,8.440582e-7,0.9888866,0.0019009517,0.00021200192,0.007824402],"study_design_scores_gemma":[0.00011003028,0.00007317023,0.0041722837,0.00002465677,0.0000045918146,0.0000027727829,0.00003397308,0.0000021949015,0.97617084,0.00015130693,0.019175585,0.000078600955],"about_ca_topic_score_codex":0.0000028901927,"about_ca_topic_score_gemma":9.4912684e-7,"teacher_disagreement_score":0.018963585,"about_ca_system_score_codex":0.0000032988378,"about_ca_system_score_gemma":0.000008756721,"threshold_uncertainty_score":0.24501373},"labels":[],"label_agreement":null},{"id":"W2028272831","doi":"10.1039/c3lc51138c","title":"Single cell swimming dynamics of Listeria monocytogenes using a nanoporous microfluidic platform","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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 Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Oak Ridge National Laboratory; Dairy Farmers of Ontario","keywords":"Listeria monocytogenes; Motility; Acetic acid; Chemotaxis; Infectivity; Pathogen; Microbiology; Biofilm; Listeria; Cell; Bacteria; Chemistry; Biology; Cell biology; Biophysics; Biochemistry; Immunology","score_opus":0.03719409115006756,"score_gpt":0.2584187837256249,"score_spread":0.22122469257555732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028272831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936976,0.0004976067,0.0013129928,0.000029786608,0.00026285113,0.00019687471,0.000010327231,0.00013744431,0.0038545525],"genre_scores_gemma":[0.99571687,0.000062326115,0.0038404334,0.00003067521,0.00006174793,0.000009578093,0.000010891436,0.000056828125,0.00021065092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881965,0.000017399925,0.0003001056,0.00017964347,0.0002780419,0.00040513027],"domain_scores_gemma":[0.99936306,0.000107895146,0.000048221245,0.00030704762,0.0000510764,0.0001227046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632856,0.0001657034,0.00021333926,0.0001531024,0.000047997237,0.000055820303,0.00027416908,0.00013236827,0.00017850818],"category_scores_gemma":[0.000062589614,0.00015972888,0.00005872623,0.00024500597,0.00007345736,0.00009232856,0.00010798373,0.0001927996,0.000121131314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009492723,0.000078554,0.0008250204,0.0002948241,0.000021086209,0.000006373801,0.00022011863,0.00021822313,0.98157984,0.00009036005,0.00016086813,0.016495215],"study_design_scores_gemma":[0.0005402472,0.00014228038,0.0015475561,0.0002215731,0.00001243531,0.000013041581,0.00015019524,0.098043606,0.897115,0.00041407472,0.0014737207,0.00032628715],"about_ca_topic_score_codex":0.0002562519,"about_ca_topic_score_gemma":0.00001608974,"teacher_disagreement_score":0.097825386,"about_ca_system_score_codex":0.00020685486,"about_ca_system_score_gemma":0.000027530241,"threshold_uncertainty_score":0.6513555},"labels":[],"label_agreement":null},{"id":"W2028843745","doi":"10.1039/c2lc21273k","title":"Microfluidic approaches for cancer cell detection, characterization, and separation","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":299,"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; Canada Research Chairs","keywords":"Microfluidics; Characterization (materials science); Nanotechnology; Microfluidic chip; Cell sorting; Cancer cell; Sorting; Cell; Cancer detection; Cancer; Materials science; Biochemical engineering; Computer science; Chemistry; Engineering; Biology; Biochemistry","score_opus":0.06453775602110941,"score_gpt":0.2708273386515051,"score_spread":0.2062895826303957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028843745","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":[0.00023833265,0.99240655,0.005513279,0.000011385475,0.00042951806,0.00067101995,0.00014480975,0.00046819978,0.000116894706],"genre_scores_gemma":[0.0005746253,0.998075,0.00010275462,0.00001776208,0.00027610915,0.00021377076,0.00027485783,0.000073487434,0.00039164082],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918085,0.000022584785,0.000269144,0.00023714657,0.000057132584,0.00023316126],"domain_scores_gemma":[0.9995969,0.000034383433,0.000091670365,0.00021782951,0.000020742003,0.00003850775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009723173,0.00031788525,0.00053117465,0.00009364016,0.00008166599,0.00004381952,0.00010056612,0.0004145709,0.000010651982],"category_scores_gemma":[0.0000075964726,0.0002623113,0.000098313154,0.00013319764,0.000033299446,0.00007112838,0.000024069834,0.00016738275,0.000017225926],"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":[0.0000020656896,0.000012432386,0.0000011884013,0.006834834,0.00003738804,1.3578844e-7,0.000041679134,1.3397145e-7,0.0038284895,0.00005447809,0.001073046,0.9881141],"study_design_scores_gemma":[0.00008045789,0.000020812622,0.0000067302863,0.0007238446,0.00024092433,0.000007333637,0.00000692211,0.00004336193,0.009665907,0.000009230836,0.98890394,0.00029050623],"about_ca_topic_score_codex":0.0000058468127,"about_ca_topic_score_gemma":0.0000058314895,"teacher_disagreement_score":0.98783094,"about_ca_system_score_codex":0.00010861316,"about_ca_system_score_gemma":0.00002229846,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W2030307404","doi":"10.1039/c1lc20556k","title":"Reservoir-on-a-Chip (ROC): A new paradigm in reservoir engineering","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":210,"is_retracted":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":"Petroleum engineering; Chip; Flooding (psychology); Water flooding; Microfluidics; Phase (matter); Geology; Engineering; Materials science; Nanotechnology; Chemistry; Electrical engineering","score_opus":0.026768726895590723,"score_gpt":0.23320652330095454,"score_spread":0.2064377964053638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030307404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91117257,0.00030702978,0.0014097329,0.00015401242,0.00042642205,0.00036687127,0.000013291816,0.001934641,0.08421545],"genre_scores_gemma":[0.99120045,0.00016710818,0.006969509,0.00019459618,0.00017399654,0.00009486935,0.000007902329,0.00014716816,0.0010443884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984146,0.000033915574,0.0003494435,0.00036311185,0.00025613117,0.00058279536],"domain_scores_gemma":[0.9988984,0.00014946358,0.00003677469,0.00071172166,0.000012240221,0.0001914218],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023469828,0.0003442348,0.00032328634,0.00036144195,0.000028037924,0.00003302297,0.00046199764,0.0002120137,0.00016467972],"category_scores_gemma":[0.00016693887,0.00035747694,0.000091976144,0.0004736509,0.000016867296,0.00019311163,0.000057658002,0.0006680614,0.00025437988],"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":[0.0027798177,0.0017987053,0.022890808,0.002726642,0.0007716509,0.001898069,0.023176836,0.3643825,0.08457345,0.27324253,0.16435294,0.05740605],"study_design_scores_gemma":[0.0044806427,0.0019091145,0.08317746,0.0039144736,0.00004437458,0.000049495346,0.000098144104,0.044254802,0.6656138,0.058970336,0.13355024,0.003937146],"about_ca_topic_score_codex":0.0001618737,"about_ca_topic_score_gemma":0.0002575829,"teacher_disagreement_score":0.5810403,"about_ca_system_score_codex":0.00019650064,"about_ca_system_score_gemma":0.000029654677,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W2031149772","doi":"10.1039/c3lc41199k","title":"End-faced waveguide mediated optical propulsion of microspheres and single cells in a microfluidic device","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","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 Health Network; Ontario Institute for Cancer Research; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Waveguide; Microfluidics; Optical force; Capillary action; Materials science; Optical tweezers; Scattering; Optoelectronics; Optics; Nanotechnology; Physics; Composite material","score_opus":0.008336736786676006,"score_gpt":0.2121408550180654,"score_spread":0.2038041182313894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031149772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99419737,0.00019548749,0.000024889669,0.00019463424,0.000058257683,0.0003005442,0.000027517279,0.00001256029,0.004988768],"genre_scores_gemma":[0.9979935,0.0000070807455,0.0014213307,0.000075317184,0.000038909333,0.000017312583,0.000024479174,0.000018476829,0.0004035888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991775,0.00003318102,0.0002494693,0.0001967245,0.00011992522,0.00022319549],"domain_scores_gemma":[0.999584,0.000075069824,0.00006868001,0.00015760904,0.000038757593,0.000075860306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006656595,0.00013864422,0.00019163369,0.000037541035,0.000023933686,0.000033677454,0.00009422748,0.000046850233,0.00042570988],"category_scores_gemma":[0.000010342103,0.000117357,0.00003649585,0.00012181012,0.00007409808,0.000066447195,0.00007597218,0.000123595,0.00012226218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014011062,0.00031413045,0.00802858,0.000031039697,0.000014241631,0.0000016689028,0.00023729235,0.0000013380276,0.98657185,0.0013631772,0.0005193689,0.0029032996],"study_design_scores_gemma":[0.0007572939,0.00016989386,0.009070212,0.000090488626,0.000010130497,6.427121e-7,0.00021175017,0.00015418217,0.98722404,0.0009602916,0.0011858465,0.00016523848],"about_ca_topic_score_codex":0.00043088858,"about_ca_topic_score_gemma":0.000009302711,"teacher_disagreement_score":0.0045851795,"about_ca_system_score_codex":0.000020590904,"about_ca_system_score_gemma":0.000019690116,"threshold_uncertainty_score":0.47856796},"labels":[],"label_agreement":null},{"id":"W2031500450","doi":"10.1039/b617764f","title":"Rapid prototyping of microfluidic devices with a wax printer","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":110,"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; University of Alberta; Canadian Institutes of Health Research; University of Virginia","keywords":"Rapid prototyping; Fabrication; Microfluidics; Wax; Sizing; Materials science; Nanotechnology; Chromatography; Chemistry; Composite material","score_opus":0.007874479353961444,"score_gpt":0.2072739242470636,"score_spread":0.19939944489310216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031500450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94738847,0.039089717,0.0021226588,0.000042789154,0.000024174255,0.0004952939,0.0000039711676,0.0001405786,0.010692368],"genre_scores_gemma":[0.9890062,0.01039244,0.00022028881,0.00013873882,0.000049952214,0.000056511388,0.0000061634196,0.000033686047,0.00009598137],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993603,0.0000081789585,0.00018044985,0.00013356347,0.00009808958,0.00021940912],"domain_scores_gemma":[0.99964666,0.000020854694,0.000029996521,0.00022590061,0.000027151606,0.000049461007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012903078,0.00011889214,0.00013212286,0.00007730931,0.000032118773,0.000008865633,0.00012324814,0.000048070102,0.00011305007],"category_scores_gemma":[0.0000026835962,0.00009548748,0.000034340817,0.0002198802,0.000030545365,0.000026908156,0.0000103080265,0.00011420557,0.000038936374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010589459,0.000059833354,0.00077099283,0.00017308602,0.000079852936,0.0000044956178,0.0004060406,0.0000012682535,0.9715759,0.0037504653,0.008685192,0.014386975],"study_design_scores_gemma":[0.0002284376,0.00010321509,0.0045197913,0.00007390116,0.000010692126,0.000009047518,0.000041448646,0.00001676973,0.730104,0.000028823235,0.26474553,0.00011830178],"about_ca_topic_score_codex":0.0000056892263,"about_ca_topic_score_gemma":0.000005487331,"teacher_disagreement_score":0.25606033,"about_ca_system_score_codex":0.00002901112,"about_ca_system_score_gemma":0.000013706515,"threshold_uncertainty_score":0.38938665},"labels":[],"label_agreement":null},{"id":"W2031616891","doi":"10.1039/c0lc00103a","title":"Liquid DEP actuation and precision dispensing of variable volume droplets","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Calgary","funders":"University of Alberta","keywords":"Jet (fluid); Microfluidics; Dielectrophoresis; Volume (thermodynamics); Mechanics; Volume of fluid method; Rayleigh scattering; Capacitance; Electrode; Materials science; Nanotechnology; Optics; Physics; Breakup; Thermodynamics","score_opus":0.00398269919288923,"score_gpt":0.1907142941668904,"score_spread":0.18673159497400116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031616891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959035,0.0001651793,0.0019369216,0.00006516477,0.00015009506,0.00006238271,0.0000022728166,0.00032423364,0.0013902555],"genre_scores_gemma":[0.997233,0.00006459814,0.0025497354,0.000016511489,0.000024749404,0.0000023146483,0.000003480136,0.0000151817385,0.000090457004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996099,0.0000053213125,0.00010037126,0.00009803067,0.000060751696,0.00012562826],"domain_scores_gemma":[0.9997315,0.00004457357,0.000021367592,0.00016765694,0.000016255008,0.000018637182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011355403,0.00007334443,0.00009307201,0.000060084763,0.00003073399,0.000012717578,0.00006169275,0.00009796824,0.00001630596],"category_scores_gemma":[0.00014034241,0.000067670226,0.000012330597,0.00009190448,0.000024540062,0.000045806755,0.000020878302,0.00019435014,0.000007876621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000141194605,0.0000081047365,0.00018355365,0.000017586966,0.000005594525,4.7970406e-7,0.00008582668,0.000017615057,0.9694465,0.00084769115,0.0003987231,0.02897423],"study_design_scores_gemma":[0.00016265143,0.00012526348,0.0024484603,0.000052414332,0.00000775287,0.000007089289,0.000012359902,0.0011876988,0.9906705,0.0007225691,0.0045081424,0.00009508935],"about_ca_topic_score_codex":0.000015468118,"about_ca_topic_score_gemma":0.000012640413,"teacher_disagreement_score":0.02887914,"about_ca_system_score_codex":0.000009697621,"about_ca_system_score_gemma":0.0000067146725,"threshold_uncertainty_score":0.27595118},"labels":[],"label_agreement":null},{"id":"W2031683385","doi":"10.1039/c2lc21210b","title":"High-throughput biophysical measurement of human red blood cells","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Biomedical engineering; Electrical impedance; Red blood cell; Materials science; Throughput; Chemistry; Nanotechnology; Medicine; Computer science; Biochemistry; Electrical engineering; Engineering","score_opus":0.041392973347545096,"score_gpt":0.27014283303470993,"score_spread":0.22874985968716482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031683385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992978,0.00006129374,0.000014081739,0.00040118527,0.0005755137,0.0001798732,0.0000060316947,0.000056286284,0.0057277703],"genre_scores_gemma":[0.99708414,0.000013688807,0.0003830563,0.0009780623,0.0007564316,0.0000096686,0.000018651826,0.000018473256,0.00073780585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999004,0.000067540546,0.0002111833,0.00017134545,0.00030629695,0.000239605],"domain_scores_gemma":[0.99934864,0.000022416629,0.0000858131,0.00032808702,0.00008060995,0.00013444766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016649936,0.00012904374,0.00031600645,0.00005562625,0.000044369335,0.0000022175836,0.000050665854,0.00009145313,0.000459718],"category_scores_gemma":[0.000028935014,0.00010136229,0.00010277789,0.000117148564,0.00006300484,0.000029626168,0.000022717133,0.00016787494,0.00022096116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018272146,0.0011725187,0.00083800324,0.000071023715,0.000073239804,0.000003988309,0.00016310874,9.502257e-7,0.9895287,0.0042261,0.0035409548,0.00019867768],"study_design_scores_gemma":[0.0026983933,0.0018038023,0.05418822,0.000097068565,0.00017246492,0.000008381685,0.0000328577,0.0000030312242,0.9340264,0.00015211663,0.0066815643,0.00013565416],"about_ca_topic_score_codex":0.000029971094,"about_ca_topic_score_gemma":0.000002699664,"teacher_disagreement_score":0.05550227,"about_ca_system_score_codex":0.00003099575,"about_ca_system_score_gemma":0.000025254938,"threshold_uncertainty_score":0.50335896},"labels":[],"label_agreement":null},{"id":"W2032803030","doi":"10.1039/c4lc00144c","title":"Three-dimensional, sharp-tipped electrodes concentrate applied fields to enable direct electrical release of intact biomarkers from cells","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 Toronto","funders":"Canadian Institutes of Health Research","keywords":"Lysis; Microfluidics; Nucleic acid; Biomarker; Nanotechnology; Electric field; Cell; Electrode; Chemistry; Materials science; Biophysics; Biology; Biochemistry; Physics","score_opus":0.00761690136550178,"score_gpt":0.188572108798507,"score_spread":0.18095520743300522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032803030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925657,0.00042346006,0.0025314523,0.00019842629,0.00014066506,0.00021335266,0.00002379339,0.0006160732,0.0032870697],"genre_scores_gemma":[0.997451,0.000074286196,0.0020051482,0.00032689393,0.000054861153,0.0000075014646,0.000019049849,0.000029005078,0.000032234704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893916,0.000020394247,0.00022971505,0.00028522933,0.0001539807,0.00037152335],"domain_scores_gemma":[0.9993158,0.00018183651,0.000039860923,0.00035596805,0.000022969814,0.00008356806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011464243,0.00020776442,0.00030565867,0.00010209841,0.00004307661,0.000021055886,0.00020384214,0.00019208466,0.00006260332],"category_scores_gemma":[0.00006591218,0.00017719674,0.00006242887,0.0002970278,0.000040061906,0.000021946445,0.00004364264,0.00021466574,0.0000824963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014495221,0.000037513448,0.00009683517,0.000015599775,0.00006097954,0.000003421606,0.000024253035,0.00021633175,0.96092224,0.0006669126,0.030425986,0.0073849517],"study_design_scores_gemma":[0.00035068244,0.00015767374,0.00031390594,0.000043893382,0.000019550516,7.6249177e-7,0.0000053715107,0.0060796575,0.9869584,0.001023257,0.0048235753,0.00022327976],"about_ca_topic_score_codex":0.00017024009,"about_ca_topic_score_gemma":0.000034033903,"teacher_disagreement_score":0.026036128,"about_ca_system_score_codex":0.000051665727,"about_ca_system_score_gemma":0.000019639923,"threshold_uncertainty_score":0.7225873},"labels":[],"label_agreement":null},{"id":"W2034737963","doi":"10.1039/b807646d","title":"Side-by-side comparison of disposable microchips with commercial capillary cartridges for application in capillary isoelectric focusing with whole column imaging detection","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Convergent Manufacturing Technologies (Canada); University of Waterloo","funders":"Bristol-Myers Squibb","keywords":"Cartridge; Isoelectric focusing; Capillary action; Chromatography; Column (typography); Materials science; Chemistry; Analytical Chemistry (journal); Computer science; Composite material","score_opus":0.0072996097608932975,"score_gpt":0.20851894393760217,"score_spread":0.20121933417670887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034737963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662043,0.012170262,0.019866401,0.0001064419,0.000024354953,0.0011160643,0.000030786574,0.00013614785,0.00034524576],"genre_scores_gemma":[0.9971294,0.0018559943,0.00024263487,0.00006921742,0.00006579642,0.00040000599,0.000120896744,0.00007997803,0.000036094647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986334,0.000037909118,0.00038347047,0.00033577648,0.00019694661,0.0004125387],"domain_scores_gemma":[0.99930745,0.000094535,0.00012314178,0.00031890513,0.00008250399,0.00007345076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010530291,0.00026732427,0.0004042472,0.0002019457,0.00021516309,0.000019740963,0.0001498157,0.00009309863,0.0000016882157],"category_scores_gemma":[0.0000069172834,0.00025704692,0.000049272254,0.0006724015,0.000084829735,0.00008449727,0.000012860256,0.0002572952,0.0000038894823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002746433,0.00015441442,0.014294677,0.000115977105,0.000041802647,0.0000027202157,0.0004824509,0.00079181086,0.9731227,0.000051050883,0.0046472237,0.006020521],"study_design_scores_gemma":[0.0014201838,0.00034777596,0.00850102,0.00007437244,0.000055065906,0.000060505947,0.00015699746,0.008367666,0.9673814,0.000045032455,0.013162831,0.00042715512],"about_ca_topic_score_codex":0.00048298828,"about_ca_topic_score_gemma":0.0008627087,"teacher_disagreement_score":0.030925086,"about_ca_system_score_codex":0.00019106572,"about_ca_system_score_gemma":0.00006483533,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W2034934690","doi":"10.1039/c5lc00247h","title":"A fast and switchable microfluidic mixer based on ultrasound-induced vaporization of perfluorocarbon","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Canadian Nautical Research Society","funders":"Agence Nationale de la Recherche","keywords":"Vaporization; Microfluidics; Mixing (physics); Ultrasound; Transducer; Materials science; Phase (matter); Biomedical engineering; Nanotechnology; Chemistry; Acoustics; Engineering; Physics; Organic chemistry","score_opus":0.011016151762187688,"score_gpt":0.2013174340465756,"score_spread":0.19030128228438792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034934690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865081,0.005784088,0.0013744368,0.000074394084,0.00007748288,0.00021166432,0.000012716419,0.00012087278,0.0058362475],"genre_scores_gemma":[0.99705887,0.002507788,0.000051526375,0.0001554285,0.000049214043,0.000029549385,0.00003400318,0.00003536672,0.00007822884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992783,0.000024097648,0.00017202312,0.00018241913,0.00016185528,0.00018129154],"domain_scores_gemma":[0.99951416,0.000047069192,0.00003213726,0.00026172228,0.000042293737,0.00010258931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011167321,0.00015030064,0.00016364927,0.00009673239,0.00003681141,0.000016712384,0.0000853809,0.000086746186,0.000025531483],"category_scores_gemma":[0.000025001604,0.00014446714,0.000030634415,0.00022465238,0.000018674036,0.00002917246,0.0000069229336,0.00011342766,0.000026679807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032481188,0.000052698753,0.00031843566,0.000030193853,0.000013246531,7.5093e-7,0.00023197648,0.000088608926,0.98507166,0.00093764067,0.012486008,0.00073627726],"study_design_scores_gemma":[0.0008134715,0.00032197995,0.0013319193,0.000050560117,0.000025257632,0.0000062671415,0.00009337449,0.0032340144,0.9859441,0.00022395018,0.0077253794,0.00022972027],"about_ca_topic_score_codex":0.000027334663,"about_ca_topic_score_gemma":0.0000013562341,"teacher_disagreement_score":0.010550798,"about_ca_system_score_codex":0.00005847066,"about_ca_system_score_gemma":0.000038296155,"threshold_uncertainty_score":0.5891199},"labels":[],"label_agreement":null},{"id":"W2035292142","doi":"10.1039/c3lc51255j","title":"Out-of-plane ion concentration polarization for scalable water desalination","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":53,"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; University of Ontario Institute of Technology","funders":"Grand Challenges Canada","keywords":"Desalination; Water desalination; Ion; Polarization (electrochemistry); Concentration polarization; Scalability; Membrane; Volumetric flow rate; Planar; Multiplexing; Materials science; Chemistry; Mechanics; Optoelectronics; Analytical Chemistry (journal); Physics; Computer science; Electronic engineering; Chromatography; Engineering","score_opus":0.012280019175934225,"score_gpt":0.20754938036807236,"score_spread":0.19526936119213814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035292142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979036,0.00010138391,0.017264074,0.00020249547,0.0007417758,0.0006035141,0.000025462441,0.0001665915,0.0018587372],"genre_scores_gemma":[0.9987941,0.00003320318,0.00037649827,0.000041626154,0.000084098785,0.000051685794,0.00027337187,0.000015770409,0.0003296448],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953645,0.0000058334476,0.00015480854,0.000082688035,0.00007870725,0.00014152148],"domain_scores_gemma":[0.9998085,0.000019046944,0.000018841798,0.00006804935,0.00006430932,0.000021237329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058301754,0.0000817451,0.00010407475,0.00003473473,0.000043391374,0.000010879678,0.000033959466,0.000055763805,0.00004567636],"category_scores_gemma":[0.000005857997,0.00006310852,0.000026667958,0.000045755216,0.000010526988,0.00011710983,0.0000023768387,0.00003330917,0.00005060187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004188845,0.00006919871,0.003334451,0.00029849968,0.00006648573,4.723541e-7,0.0017779901,0.0028935734,0.9818674,0.003604879,0.0017713148,0.0042738453],"study_design_scores_gemma":[0.00057451584,0.00010587563,0.0036570819,0.000039338694,0.000018998386,1.890822e-7,0.000026810823,0.005971021,0.9855646,0.0010065852,0.002905264,0.00012972008],"about_ca_topic_score_codex":0.000014807536,"about_ca_topic_score_gemma":0.0000120839795,"teacher_disagreement_score":0.019758135,"about_ca_system_score_codex":0.000017046128,"about_ca_system_score_gemma":0.0000029432263,"threshold_uncertainty_score":0.25734907},"labels":[],"label_agreement":null},{"id":"W2036638827","doi":"10.1039/b920589f","title":"Parallel microfluidic surface plasmon resonance imaging arrays","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":131,"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; Canada's Michael Smith Genome Sciences Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Steadman Philippon Research Institute","keywords":"Analyte; Surface plasmon resonance; Microfluidics; Chemistry; Biosensor; Dilution; Dissociation constant; Analytical Chemistry (journal); Nanotechnology; Biological system; Chromatography; Materials science; Nanoparticle","score_opus":0.007628300793798802,"score_gpt":0.2562844869784671,"score_spread":0.2486561861846683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036638827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98729175,0.00062733324,0.0076031866,0.0011758744,0.000108704335,0.00017194265,0.000025518675,0.00008319432,0.0029125013],"genre_scores_gemma":[0.96735656,0.00024665683,0.030342238,0.0009772114,0.00013690263,0.000010548832,0.000059064176,0.000024856528,0.00084598904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993321,0.000012019174,0.000104688326,0.00030205993,0.000062531275,0.00018664195],"domain_scores_gemma":[0.9994232,0.00000828427,0.000046121502,0.00043834807,0.000031874424,0.000052146617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069865,0.000118274605,0.000076104625,0.000012049688,0.00009615816,0.000016785763,0.00015277058,0.000082796316,0.0000072759913],"category_scores_gemma":[0.000025899457,0.00011085598,0.000045780238,0.00005852275,0.00007089546,0.000001956119,0.000051310213,0.00016587884,0.000024288667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002682577,0.00003205423,0.00058942946,0.0000018684171,0.0000019595711,0.0000014935948,0.0000068333356,0.000005251285,0.98637134,0.0015618596,0.008590031,0.0028110293],"study_design_scores_gemma":[0.00015123101,0.000029587729,0.0007903111,0.000006973765,0.000002130782,0.000011160448,0.000004458359,0.000047921607,0.6556763,0.000570387,0.34259033,0.00011919632],"about_ca_topic_score_codex":0.000008322426,"about_ca_topic_score_gemma":0.00001185044,"teacher_disagreement_score":0.3340003,"about_ca_system_score_codex":0.000004841963,"about_ca_system_score_gemma":0.000019024099,"threshold_uncertainty_score":0.45205757},"labels":[],"label_agreement":null},{"id":"W2037008190","doi":"10.1039/b904962b","title":"A method for fabricating microfluidic electrochemical reactors","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Toronto","funders":"","keywords":"Microfluidics; Fabrication; Soft lithography; Materials science; Nanotechnology; Lithography; Electrochemistry; Electrode; Optoelectronics; Chemistry","score_opus":0.01272384678809534,"score_gpt":0.2731416538178422,"score_spread":0.2604178070297469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037008190","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":[0.025627518,0.0003204899,0.9639179,0.00037402628,0.00006266565,0.00029735937,0.000009270096,0.0007057569,0.008685007],"genre_scores_gemma":[0.91865844,0.00002423111,0.078698024,0.002010045,0.00019547546,0.00006190246,0.000115177885,0.00004499855,0.0001917308],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991625,0.00001072732,0.00025222125,0.00019689636,0.00009286736,0.00028482173],"domain_scores_gemma":[0.9995984,0.000062215055,0.000039773688,0.00020169863,0.000069043366,0.000028874569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025736855,0.0001666088,0.0001693849,0.0001185255,0.000047324174,0.000018646357,0.00014718014,0.00010945882,0.000011655829],"category_scores_gemma":[0.000056183846,0.00016330223,0.000055425066,0.00044855115,0.0000138379055,0.00004836792,0.000007568021,0.00021457078,0.0000116255615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000151634285,0.000019580506,0.0000058624896,0.000014420294,0.000011312684,4.672852e-7,0.00008211913,2.7881e-7,0.90866435,0.026671112,0.020556087,0.043959264],"study_design_scores_gemma":[0.00022300651,0.00011753083,0.00011220888,0.000025067444,0.0000073778097,0.000008000722,0.000010505056,0.00047872515,0.9370135,0.005302422,0.056521967,0.00017969713],"about_ca_topic_score_codex":0.0000010761737,"about_ca_topic_score_gemma":1.6905066e-8,"teacher_disagreement_score":0.8930309,"about_ca_system_score_codex":0.0001248908,"about_ca_system_score_gemma":0.000014627276,"threshold_uncertainty_score":0.6659272},"labels":[],"label_agreement":null},{"id":"W2037666888","doi":"10.1039/b513183a","title":"DC-dielectrophoretic separation of microparticles using an oil droplet obstacle","year":2005,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":105,"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":"Sandia National Laboratories; Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectrophoresis; Electric field; Microfluidics; Materials science; Voltage; Particle (ecology); Electrophoresis; Electrode; Range (aeronautics); Field strength; Field (mathematics); Particle size; Analytical Chemistry (journal); Nanotechnology; Chromatography; Chemistry; Electrical engineering; Composite material; Magnetic field; Physics","score_opus":0.01902543284948262,"score_gpt":0.2462628633586947,"score_spread":0.22723743050921208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037666888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979728,0.0006745042,0.00048311727,0.00007983132,0.00005281413,0.000032194017,0.000005572061,0.00035562046,0.0003435452],"genre_scores_gemma":[0.99606705,0.00013253257,0.0036333615,0.000046566074,0.00005056784,0.0000010864255,0.0000046208615,0.00001895563,0.000045273402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943537,0.000015748947,0.00015881745,0.0001183234,0.00007878465,0.00019297609],"domain_scores_gemma":[0.9996974,0.000012391771,0.000026104823,0.00021656507,0.000019867653,0.000027665285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005641611,0.000105504674,0.00012806646,0.00006347737,0.000037652568,0.000017041677,0.00009058084,0.00007937504,0.000021231468],"category_scores_gemma":[0.000013965909,0.000097444085,0.000029013127,0.0001340228,0.000052931184,0.00005841615,0.000014345373,0.00009621384,0.000023022149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010954473,0.000045790297,0.00007148563,0.000016932456,0.0000080043465,0.0000018007197,0.00014366364,0.0011459913,0.9854563,0.00051411346,0.0002580176,0.01232695],"study_design_scores_gemma":[0.00015723216,0.00008794443,0.00016983319,0.000025053349,0.000010462785,0.00001117425,0.00004017133,0.02979968,0.967508,0.000116155425,0.0019561234,0.000118174125],"about_ca_topic_score_codex":0.000012969754,"about_ca_topic_score_gemma":0.000013516242,"teacher_disagreement_score":0.028653687,"about_ca_system_score_codex":0.00005180796,"about_ca_system_score_gemma":0.00000957605,"threshold_uncertainty_score":0.39736545},"labels":[],"label_agreement":null},{"id":"W2038500428","doi":"10.1039/b306158b","title":"Joule heating and heat transfer in poly(dimethylsiloxane) microfluidic systems","year":2003,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":294,"is_retracted":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":"Joule heating; Microfluidics; Microchannel; Microscale chemistry; Materials science; Heat transfer; Heating element; Resistive touchscreen; Thermal; Thermal conductivity; Substrate (aquarium); Work (physics); Nanotechnology; Mechanics; Thermodynamics; Composite material; Electrical engineering","score_opus":0.007864398857949057,"score_gpt":0.19824598016714537,"score_spread":0.1903815813091963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038500428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7420776,0.25273165,0.00052363944,0.00003710086,0.00006714542,0.000190894,0.00000677993,0.00008778645,0.0042774198],"genre_scores_gemma":[0.9476841,0.0519457,0.000018296327,0.00011182042,0.000030514566,0.000050847793,0.000005931207,0.00003635872,0.0001164335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991291,0.000059930524,0.00022429459,0.000200488,0.00009102562,0.00029517207],"domain_scores_gemma":[0.9996653,0.000044559452,0.0000035182497,0.00019643089,0.000009655565,0.00008051652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016707712,0.00016298157,0.00019742384,0.000103537874,0.00006424363,0.000035061577,0.00006939866,0.00008963827,0.000047785943],"category_scores_gemma":[0.000008143256,0.00016139555,0.000031347685,0.0002457109,0.000022149201,0.000035878275,0.000004128534,0.00019558039,0.000035230954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064714413,0.000031280277,0.0007346495,0.000076560085,0.000018821866,0.000004720666,0.0003401673,0.000018747742,0.9810956,0.011043815,0.0062657394,0.00036342474],"study_design_scores_gemma":[0.001186446,0.00011924147,0.0022527848,0.00015379192,0.000025473064,0.000085152016,0.00031346618,0.00054582657,0.83191293,0.0002296148,0.1626081,0.0005671639],"about_ca_topic_score_codex":0.00009065557,"about_ca_topic_score_gemma":0.0000051598313,"teacher_disagreement_score":0.2056065,"about_ca_system_score_codex":0.000057723257,"about_ca_system_score_gemma":0.000015345027,"threshold_uncertainty_score":0.658152},"labels":[],"label_agreement":null},{"id":"W2039592312","doi":"10.1039/b802853b","title":"Electrically controlled microvalves to integrate microchip polymerase chain reaction and capillary electrophoresis","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":64,"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":"Capillary electrophoresis; Microfabrication; Microfluidics; Materials science; Capillary action; Resistive touchscreen; Polyethylene glycol; Nanotechnology; Lab-on-a-chip; Computer science; Chemistry; Chromatography; Engineering; Chemical engineering; Fabrication","score_opus":0.005868826281891925,"score_gpt":0.19193955920858896,"score_spread":0.18607073292669704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039592312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653863,0.030605415,0.00041996935,0.0005442308,0.00006089293,0.0005806053,0.000011410227,0.0003062513,0.0020849716],"genre_scores_gemma":[0.934243,0.06347066,0.00013800879,0.0011034408,0.00012565036,0.00017438484,0.000028240385,0.000073653224,0.00064296654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985323,0.00005346714,0.00034043562,0.00038919016,0.0001726823,0.00051192235],"domain_scores_gemma":[0.99924296,0.00009368804,0.000045758155,0.0003341469,0.000050017457,0.00023340329],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012300756,0.0003296333,0.00043446734,0.00027659902,0.0002240142,0.000034116776,0.000167413,0.00013543952,0.000052401767],"category_scores_gemma":[0.00004089963,0.00029936864,0.00011731765,0.000522497,0.00004685124,0.000045435874,0.000018958384,0.00032055916,0.00014285959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035154697,0.00005129559,0.00004814704,0.0000117804375,0.00008624323,0.000013904503,0.00018432575,0.000002241641,0.9556807,0.0010839086,0.041127596,0.0013583053],"study_design_scores_gemma":[0.0020817085,0.00038472735,0.0033769344,0.0000236121,0.000055154956,0.00020548936,0.000037430116,0.00014683628,0.955103,0.00016932111,0.037885167,0.0005306577],"about_ca_topic_score_codex":0.0000680142,"about_ca_topic_score_gemma":0.000011714585,"teacher_disagreement_score":0.032865245,"about_ca_system_score_codex":0.00014401313,"about_ca_system_score_gemma":0.000051618183,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W2039743569","doi":"10.1039/c0lc00371a","title":"Activated T lymphocytes migrate toward the cathode of DC electric fields in microfluidic devices","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","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 Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba; Manitoba Health Research Council; CMC Microsystems","keywords":"Microfluidics; Cathode; Electric field; Optoelectronics; Materials science; Electrical engineering; Nanotechnology; Cell biology; Chemistry; Engineering; Biology; Physics","score_opus":0.020776970199164833,"score_gpt":0.236275310690791,"score_spread":0.21549834049162617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039743569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972043,0.0015022991,0.00006744578,0.0003351804,0.0000360188,0.00008976751,0.0000048089255,0.000005911072,0.0007542914],"genre_scores_gemma":[0.9983109,0.00035960748,0.000032120013,0.0011340937,0.000029848317,0.000007687452,0.000048809146,0.0000058757173,0.00007105472],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994367,0.0000905728,0.00012227295,0.00015683247,0.000033880642,0.00015977994],"domain_scores_gemma":[0.999726,0.000022426904,0.00005973289,0.00015416335,0.000020066103,0.00001759927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012608159,0.0000877394,0.00009344484,0.000041732892,0.000028202692,0.0000030673236,0.00014127581,0.00016259821,0.000012181031],"category_scores_gemma":[0.000047740272,0.00006139865,0.000030724656,0.00013230936,0.000027961123,0.0000020692996,0.00001788981,0.00008246712,0.0000056533268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040729996,0.000049455983,0.019485636,0.000006889995,0.000024369025,0.0000017086837,0.00028384404,0.000005234152,0.97830594,0.00011796395,0.0006442525,0.0006673958],"study_design_scores_gemma":[0.00030036378,0.00026294767,0.08096575,0.000008416838,0.0000072307803,0.0000054139336,0.00001483805,0.000024318213,0.91696745,0.00013817557,0.0012335961,0.000071475624],"about_ca_topic_score_codex":0.00017403965,"about_ca_topic_score_gemma":0.00016402084,"teacher_disagreement_score":0.061480112,"about_ca_system_score_codex":0.00000955602,"about_ca_system_score_gemma":0.00005085163,"threshold_uncertainty_score":0.25037643},"labels":[],"label_agreement":null},{"id":"W2040165948","doi":"10.1039/c3lc00031a","title":"Aquifer-on-a-Chip: understanding pore-scale salt precipitation dynamics during CO2 sequestration","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":176,"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":"Brine; Carbon sequestration; Porosity; Precipitation; Salt (chemistry); Geology; Aquifer; Chemical engineering; Mineralogy; Materials science; Carbon dioxide; Chemistry; Groundwater; Geotechnical engineering; Meteorology","score_opus":0.021840947109145675,"score_gpt":0.248841463964726,"score_spread":0.22700051685558034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040165948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8657502,0.0000011858864,0.0016305296,0.0022584528,0.00026867955,0.00033277136,0.000007852599,0.00012016184,0.1296302],"genre_scores_gemma":[0.9942586,0.000006279029,0.00040436527,0.00071009016,0.00006645509,0.00004688941,0.000086932145,0.000013258992,0.004407136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988935,0.000073626616,0.000226723,0.000302764,0.0002667913,0.00023662018],"domain_scores_gemma":[0.9994939,0.00007830995,0.00010574897,0.00021480057,0.000012295455,0.00009493156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000110792156,0.0001509188,0.000099760735,0.000058100686,0.00027398748,0.000108681685,0.00011126672,0.00007803986,0.0035605347],"category_scores_gemma":[0.000047054935,0.00013919854,0.000048190792,0.00016256279,0.0000802828,0.000379887,0.000033406843,0.0002166225,0.0016641443],"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":[0.00079364056,0.002649938,0.19763777,0.00014515534,0.0001581102,0.00009201668,0.015169013,0.097246364,0.15356827,0.4976872,0.021989362,0.012863193],"study_design_scores_gemma":[0.0016744254,0.0012300098,0.8148268,0.00016954422,0.000037478356,0.00006705277,0.0035405345,0.08354626,0.013521873,0.07841066,0.0018664984,0.0011088658],"about_ca_topic_score_codex":0.0002850159,"about_ca_topic_score_gemma":0.0013524708,"teacher_disagreement_score":0.61718905,"about_ca_system_score_codex":0.00074200326,"about_ca_system_score_gemma":0.00001192837,"threshold_uncertainty_score":0.9991132},"labels":[],"label_agreement":null},{"id":"W2041198872","doi":"10.1039/c1lc20628a","title":"Passive droplet trafficking at microfluidic junctions under geometric and flow asymmetries","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":49,"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; Royal Society of Chemistry; Royal Society","keywords":"Chaotic; Microfluidics; Sorting; Mechanics; Channel (broadcasting); Flow (mathematics); sort; Biological system; Statistical physics; Volumetric flow rate; Simulation; Computer science; Physics; Materials science; Nanotechnology; Algorithm; Biology","score_opus":0.021383081346139865,"score_gpt":0.21493756819209434,"score_spread":0.19355448684595447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041198872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6517844,0.0023375766,0.31923494,0.0001907216,0.0008873583,0.0003905614,0.00006564892,0.0012093654,0.023899408],"genre_scores_gemma":[0.9972017,0.0001963032,0.001291695,0.00042536808,0.00006958973,0.000029851852,0.000055155222,0.0000478302,0.000682548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991063,0.000014958545,0.0002529737,0.00022535403,0.00013486437,0.0002655554],"domain_scores_gemma":[0.9995737,0.000038453774,0.00004486587,0.00022207951,0.00007753047,0.00004335545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014167372,0.000207248,0.00018110014,0.0006164189,0.0001471925,0.000025393872,0.00010345345,0.0001259969,0.00019201385],"category_scores_gemma":[0.00003819619,0.00019897781,0.000037880945,0.0015938621,0.000097478856,0.000104886254,0.000049532355,0.00022370595,0.000077158795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014341745,0.0002986332,0.0025838525,0.00028532642,0.00048504552,0.000049953982,0.004463766,0.000038045044,0.39010534,0.1391872,0.25392815,0.20843126],"study_design_scores_gemma":[0.0006676952,0.00018601831,0.02146359,0.000064834036,0.00004030394,0.000055626864,0.00023495924,0.000317833,0.9314415,0.001979539,0.043019693,0.0005284448],"about_ca_topic_score_codex":0.000010669835,"about_ca_topic_score_gemma":0.0000011218028,"teacher_disagreement_score":0.5413361,"about_ca_system_score_codex":0.0001694788,"about_ca_system_score_gemma":0.000013916369,"threshold_uncertainty_score":0.811408},"labels":[],"label_agreement":null},{"id":"W2041356700","doi":"10.1039/c4lc00531g","title":"Hepatic organoids for microfluidic drug screening","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":165,"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":"Canadian Institutes of Health Research","keywords":"Organoid; Microfluidics; Drug; Drug discovery; Nanotechnology; Chemistry; Cell biology; Computational biology; Biology; Bioinformatics; Pharmacology; Materials science","score_opus":0.01443290220102407,"score_gpt":0.2565035603855197,"score_spread":0.24207065818449564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041356700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90189964,0.0003425796,0.087370396,0.00077444623,0.0004319182,0.00034023877,0.0000094926245,0.00061820715,0.008213088],"genre_scores_gemma":[0.99287987,0.000035308458,0.0055725677,0.00027469476,0.00025323583,0.000035329158,0.000010536187,0.00005589238,0.00088257657],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907064,0.0000348083,0.00014777255,0.0001605559,0.00022768854,0.00035855506],"domain_scores_gemma":[0.99914634,0.00043509612,0.0000121545,0.00025141778,0.000027237696,0.0001277742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005386691,0.00011188292,0.00013483652,0.00009225855,0.00006243881,0.000037316884,0.0002389784,0.00006223222,0.00010865494],"category_scores_gemma":[0.00056583603,0.00010318287,0.000047727353,0.00017563422,0.00003838801,0.00002699443,0.000042220476,0.00020830682,0.00023864364],"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":[0.00009356345,0.00013421368,0.008413246,0.0015811569,0.00018100663,0.000008947544,0.0010630754,0.0004757088,0.39500397,0.009682472,0.16589852,0.4174641],"study_design_scores_gemma":[0.0018469865,0.00020634099,0.010118169,0.0003739718,0.000021858183,0.000004565979,0.000033739718,0.122378886,0.38154802,0.0024680435,0.48039198,0.00060744974],"about_ca_topic_score_codex":0.000011199051,"about_ca_topic_score_gemma":0.0000025740342,"teacher_disagreement_score":0.41685668,"about_ca_system_score_codex":0.000032831886,"about_ca_system_score_gemma":0.00001059928,"threshold_uncertainty_score":0.42076755},"labels":[],"label_agreement":null},{"id":"W2042603399","doi":"10.1039/c3lc50772f","title":"Sensing nanoparticles using a double nanohole optical trap","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","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":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trap (plumbing); Trapping; Nanoparticle; Optical tweezers; Nanometre; Particle (ecology); Materials science; Particle size; Microfluidics; Refractive index; Chemical physics; Nanotechnology; Molecular physics; Optoelectronics; Optics; Chemistry; Physics","score_opus":0.020843948897307125,"score_gpt":0.2496248046227966,"score_spread":0.22878085572548948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042603399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97868884,0.000012262292,0.00031590005,0.0002678453,0.00014259276,0.0001825475,0.000003617426,0.0000432421,0.020343177],"genre_scores_gemma":[0.994458,1.4547852e-7,0.004521607,0.0001313367,0.00022085462,0.00000542539,0.0000048501897,0.000024723555,0.0006330133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991441,0.000018543491,0.00016106885,0.00019716051,0.00015638357,0.00032274608],"domain_scores_gemma":[0.9995676,0.000028242663,0.00004225059,0.00021577167,0.000034765584,0.00011136345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057939833,0.00013966717,0.00013955458,0.00003363965,0.0001075695,0.00013089964,0.000083996645,0.000030599265,0.00048606368],"category_scores_gemma":[0.000002395195,0.00012328285,0.00007424744,0.00011568467,0.000053411448,0.00013110154,0.000050248967,0.00012288868,0.0005974931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005191005,0.0005837229,0.0066135917,0.000024856674,0.00012134402,0.00001302397,0.0008565623,0.0005225307,0.7926689,0.17276472,0.00060155103,0.025177304],"study_design_scores_gemma":[0.0025760098,0.00021648356,0.0036172082,0.00012351252,0.000072287134,0.000010586463,0.0009609397,0.022502802,0.9437165,0.02314977,0.0022996487,0.00075422967],"about_ca_topic_score_codex":0.00017466999,"about_ca_topic_score_gemma":0.000001383735,"teacher_disagreement_score":0.15104763,"about_ca_system_score_codex":0.000023846083,"about_ca_system_score_gemma":0.00002201266,"threshold_uncertainty_score":0.7679764},"labels":[],"label_agreement":null},{"id":"W2042981054","doi":"10.1039/b823523f","title":"Controlled capture and release of cardiac fibroblasts using peptide-functionalized alginate gels in microfluidic channels","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":59,"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":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada; American Health Assistance Foundation","keywords":"Microfluidics; Self-healing hydrogels; Peptide; Divalent; Biophysics; Nanotechnology; Chemistry; Materials science; Biochemistry; Polymer chemistry; Biology; Organic chemistry","score_opus":0.012663456504295383,"score_gpt":0.2538201984319562,"score_spread":0.24115674192766082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042981054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648727,0.03261097,0.00028506437,0.0012635129,0.00024342405,0.00042378958,0.0000082242495,0.000032473403,0.0002598304],"genre_scores_gemma":[0.9941956,0.0002505886,0.00028900322,0.0001839959,0.00023941469,0.0000070090996,0.00001486291,0.000015960533,0.0048035597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913335,0.000060736995,0.00024258059,0.00020305178,0.00017641507,0.00018385988],"domain_scores_gemma":[0.99956167,0.000064364394,0.00006105268,0.00014583695,0.000054040465,0.00011303774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018660206,0.00016711268,0.0006234074,0.00018891864,0.000026581705,0.000004992538,0.000026705498,0.00008733096,0.00004333287],"category_scores_gemma":[0.00013421618,0.00012188864,0.000079152356,0.00017931637,0.0000494456,0.000023660405,0.0000069338535,0.00019921063,0.0000023407458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018190765,0.00016513442,0.0010090283,0.00015430847,0.00011995706,0.00007563277,0.00090514263,0.0007529994,0.98993826,0.0009567136,0.001408211,0.0026955416],"study_design_scores_gemma":[0.1561624,0.008842024,0.26826394,0.012285594,0.0014016097,0.00064711,0.0010391357,0.02244201,0.44528064,0.00080635987,0.08079464,0.0020345582],"about_ca_topic_score_codex":0.000052072373,"about_ca_topic_score_gemma":5.5121734e-7,"teacher_disagreement_score":0.54465765,"about_ca_system_score_codex":0.000042753494,"about_ca_system_score_gemma":0.000039894727,"threshold_uncertainty_score":0.49704745},"labels":[],"label_agreement":null},{"id":"W2044487883","doi":"10.1039/c005217p","title":"Polymeradsorption onto a micro-sphere from optical tweezers electrophoresis","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McGill University","funders":"","keywords":"Electrophoresis; Polymer; Dispersity; Particle (ecology); Adsorption; Ethylene oxide; Materials science; Microfluidics; Colloid; Monolayer; Nanotechnology; Optical tweezers; Chemical engineering; Chemical physics; Chemistry; Analytical Chemistry (journal); Chromatography; Polymer chemistry; Optics; Composite material; Organic chemistry; Copolymer","score_opus":0.00501838875584066,"score_gpt":0.18371993549787646,"score_spread":0.1787015467420358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044487883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941922,0.0007034408,0.0002448816,0.00043839228,0.00035815706,0.00007816077,0.0000163981,0.0010055202,0.0029628472],"genre_scores_gemma":[0.99562675,0.00018792103,0.00364981,0.00015196962,0.00013337843,0.000004350673,0.00001859365,0.000034189008,0.00019301097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992445,0.000008933913,0.0001366723,0.00020879072,0.000109113804,0.0002919867],"domain_scores_gemma":[0.99953747,0.000040096136,0.00001660792,0.0003346674,0.0000125269635,0.00005865425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043004664,0.00017487354,0.00015872947,0.000052695814,0.000045294095,0.000042728152,0.00017518968,0.00025583015,0.00032409254],"category_scores_gemma":[0.00003329035,0.00015434533,0.00006200316,0.0001240849,0.000063864245,0.000034458866,0.000026828584,0.0004542285,0.0002943007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022337568,0.00002149192,0.00021252519,0.00000512289,0.00002249643,0.0000072011603,0.00003865878,0.000001763387,0.9781026,0.0010450592,0.009176007,0.011344739],"study_design_scores_gemma":[0.00024425713,0.00005254004,0.0031455567,0.00001789148,0.000015451807,0.000007696047,0.000037232654,0.00019642958,0.98146784,0.00048136775,0.014119252,0.00021449853],"about_ca_topic_score_codex":0.00014751035,"about_ca_topic_score_gemma":0.00014802425,"teacher_disagreement_score":0.011130241,"about_ca_system_score_codex":0.000045762656,"about_ca_system_score_gemma":0.000013002076,"threshold_uncertainty_score":0.629402},"labels":[],"label_agreement":null},{"id":"W2044709623","doi":"10.1039/c0lc00230e","title":"Microfluidics for food, agriculture and biosystems industries","year":2011,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":241,"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":"Research Manitoba; Manitoba Health Research Council","keywords":"Microfluidics; Biotechnology; Agriculture; Food processing; Food industry; Biochemical engineering; Food safety; Nanotechnology; Engineering; Biology; Food science; Ecology; Materials science","score_opus":0.05080409553866185,"score_gpt":0.267108487491169,"score_spread":0.21630439195250714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044709623","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":[0.000013512424,0.9903786,0.0042137625,0.0000083622945,0.00040957538,0.0011797684,0.000717361,0.000404843,0.00267421],"genre_scores_gemma":[0.00010746454,0.99767244,0.00025012862,0.000061833365,0.00029987248,0.00032735194,0.0006322876,0.00009678138,0.0005518461],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888086,0.000020132045,0.0004916225,0.00027970184,0.000074794916,0.0002528627],"domain_scores_gemma":[0.9994213,0.000047621932,0.00013615459,0.0002621209,0.000096524935,0.00003626258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019216325,0.00045138807,0.0008401161,0.00020744781,0.000064399406,0.000042576496,0.00019893424,0.0006839433,0.00000780445],"category_scores_gemma":[0.00003073985,0.00033477112,0.00010797566,0.0005833289,0.000053429052,0.000049981925,0.000037878493,0.00046320612,0.000016520511],"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":[0.0000026233486,0.000014323343,5.46327e-7,0.0124827335,0.00019012831,9.886315e-7,0.00007615348,8.707069e-9,0.0005781018,0.04930183,0.12150485,0.8158477],"study_design_scores_gemma":[0.000109867295,0.00011539948,4.0850546e-7,0.00424906,0.000116070536,0.000028414444,0.000012580362,3.5231298e-7,0.009758972,0.0002035245,0.98502094,0.00038441402],"about_ca_topic_score_codex":0.0000013937481,"about_ca_topic_score_gemma":2.1491796e-7,"teacher_disagreement_score":0.8635161,"about_ca_system_score_codex":0.00010640206,"about_ca_system_score_gemma":0.000046052246,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W2045060655","doi":"10.1039/b708485d","title":"Rapid fabrication of a microfluidic device with integrated optical waveguides for DNA fragment analysis","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":122,"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; University of Alberta","keywords":"Materials science; Waveguide; Optical fiber; Microfluidics; Optofluidics; Optoelectronics; Soft lithography; Fabrication; Coupling loss; Optics; Refractive index; Chip; Nanotechnology","score_opus":0.009812148985205134,"score_gpt":0.2236789620035583,"score_spread":0.21386681301835317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045060655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.774377,0.010514881,0.21298486,0.00006460387,0.000016485092,0.0003342412,0.00002436726,0.00009724327,0.0015863192],"genre_scores_gemma":[0.9931406,0.0048207548,0.0016399118,0.00008376464,0.00003437079,0.00006558783,0.00012536331,0.000026675658,0.00006300339],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916834,0.000011118112,0.00028524478,0.0001838058,0.00012718979,0.00022430897],"domain_scores_gemma":[0.99939394,0.0000960371,0.00004600606,0.00027113463,0.00012431928,0.00006857534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021967826,0.00014203199,0.00022432113,0.00019936095,0.000049692368,0.000011034052,0.00012300265,0.00007500715,0.00007142995],"category_scores_gemma":[0.000017903069,0.0001156243,0.0000916043,0.0008490728,0.000036630012,0.000020866582,0.0000066843277,0.000088830195,0.000008407258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011571514,0.00009698574,0.0004124505,0.00005851882,0.00055514264,8.073919e-7,0.0001594891,0.00003563426,0.97069013,0.004344581,0.011585087,0.011945451],"study_design_scores_gemma":[0.00035460969,0.00017179515,0.0052814223,0.000021875165,0.00033381235,0.0000018716128,0.00011251894,0.0008585032,0.94055676,0.000048071353,0.052092277,0.0001665089],"about_ca_topic_score_codex":0.00001751247,"about_ca_topic_score_gemma":0.000012402146,"teacher_disagreement_score":0.21876357,"about_ca_system_score_codex":0.00008000627,"about_ca_system_score_gemma":0.000020469284,"threshold_uncertainty_score":0.4715022},"labels":[],"label_agreement":null},{"id":"W2045223894","doi":"10.1039/b805318a","title":"Flow-dependent optofluidic particle trapping and circulation","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 Victoria","funders":"","keywords":"Drag; Microfluidics; Optical tweezers; Particle (ecology); Trapping; Mechanics; Flow (mathematics); Materials science; Optical force; Optics; Nanotechnology; Physics","score_opus":0.020830882053555842,"score_gpt":0.1980416465194775,"score_spread":0.17721076446592166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045223894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519414,0.0013513896,0.0015723763,0.00018101146,0.00009442667,0.000069879534,0.0000023045218,0.0007086083,0.00082587404],"genre_scores_gemma":[0.9987561,0.00073648273,0.00034081851,0.00006668668,0.00003307868,0.0000028076408,0.0000022061654,0.000013582403,0.000048244794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952424,0.000008688272,0.00010404747,0.00012142234,0.00008426683,0.00015735466],"domain_scores_gemma":[0.9997901,0.000016675927,0.000009599084,0.00014358164,0.00000791209,0.000032166023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000536435,0.000090815156,0.00009102311,0.000038472474,0.0000777187,0.000013383649,0.000048232985,0.00007159109,0.000014890564],"category_scores_gemma":[0.000016523605,0.00008347739,0.000019885772,0.000091218135,0.00004325658,0.00004316737,0.00001598449,0.00009557101,0.00003694974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011928453,0.000032917495,0.0046325508,0.000039788836,0.000027980228,0.000038204555,0.0006681148,0.00093113584,0.9635823,0.0008468829,0.0033008645,0.025887355],"study_design_scores_gemma":[0.0008033364,0.00007121985,0.05205972,0.00007425948,0.00001612507,0.000120946,0.00013836833,0.040079728,0.9013575,0.00068087725,0.004204132,0.00039378874],"about_ca_topic_score_codex":0.0000045542924,"about_ca_topic_score_gemma":0.0000010690355,"teacher_disagreement_score":0.06222478,"about_ca_system_score_codex":0.000023682278,"about_ca_system_score_gemma":0.0000044588855,"threshold_uncertainty_score":0.34041092},"labels":[],"label_agreement":null},{"id":"W2046819875","doi":"10.1039/c4lc00789a","title":"A multi-channel device for high-density target-selective stimulation and long-term monitoring of cells and subcellular features in C. elegans","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"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":"National Institute on Aging; McMaster University; National Health and Medical Research Council; National Institute of General Medical Sciences; Directorate for Biological Sciences; National Institutes of Health; National Science Foundation","keywords":"Stimulation; Term (time); Microfluidics; Channel (broadcasting); Biology; Chemistry; Nanotechnology; Computer science; Materials science; Neuroscience; Physics; Telecommunications","score_opus":0.011115674859879038,"score_gpt":0.24037192158223775,"score_spread":0.2292562467223587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046819875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98644805,0.00039181844,0.012737745,0.000027594348,0.000105109895,0.00026586733,0.000011873413,0.000006509116,0.0000054399766],"genre_scores_gemma":[0.9957103,0.00007563361,0.003899765,0.000052468855,0.00012479145,0.000009078679,0.000031940177,0.00001985445,0.00007617995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992866,0.00005058812,0.00013240398,0.00029691035,0.00006874947,0.00016476442],"domain_scores_gemma":[0.9996306,0.00003000557,0.00007059902,0.00015185779,0.000066791414,0.00005015337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015776957,0.00013613152,0.00016694625,0.000045372515,0.000051401134,0.00001639517,0.00006227511,0.0001370744,4.884352e-7],"category_scores_gemma":[0.000050888666,0.00013749184,0.00002611028,0.0000374448,0.000041861524,0.0000037298812,0.000040174305,0.00007873656,3.3673808e-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":[0.00012344637,0.000090511036,0.08819777,0.000106514846,0.000023796903,8.6295125e-7,0.0006879959,0.0010423406,0.90931046,0.000023257373,0.000008198069,0.000384845],"study_design_scores_gemma":[0.0007713894,0.00023337411,0.3783011,0.000018658742,0.000013808871,0.0000012017748,0.000019550376,0.0008175336,0.6195928,0.00011756423,0.000008579599,0.0001044134],"about_ca_topic_score_codex":0.00008823136,"about_ca_topic_score_gemma":0.00018987994,"teacher_disagreement_score":0.29010335,"about_ca_system_score_codex":0.000009031875,"about_ca_system_score_gemma":0.000012525515,"threshold_uncertainty_score":0.56067544},"labels":[],"label_agreement":null},{"id":"W2046914477","doi":"10.1039/c2lc40357a","title":"Microfluidic cell volume sensor with tunable sensitivity","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polydimethylsiloxane; Microfluidics; Volume (thermodynamics); Sensitivity (control systems); Fabrication; Materials science; Nanotechnology; Electronic engineering; Engineering","score_opus":0.005659399357591618,"score_gpt":0.17815166217956174,"score_spread":0.17249226282197014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046914477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95435214,0.027553376,0.0011237147,0.00008891869,0.00007463408,0.00018332223,0.00002097634,0.00029918618,0.016303703],"genre_scores_gemma":[0.9862185,0.0107686715,0.00010323773,0.00023906573,0.00016598449,0.000025057145,0.000020386415,0.00005382828,0.0024052276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914455,0.000032287466,0.00010901908,0.00015007082,0.0001172398,0.0004468529],"domain_scores_gemma":[0.99947584,0.00002724274,0.000018339555,0.00031849727,0.00002108026,0.00013899604],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120938654,0.0001733742,0.00015087982,0.000047813275,0.000083977975,0.000019887764,0.000061505496,0.00007110891,0.00017742492],"category_scores_gemma":[0.0000028611373,0.00015209084,0.000038972958,0.00018732394,0.000028554823,0.00006616411,0.0000124694525,0.00017366357,0.0009685724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011599045,0.00006176926,0.0012809309,0.000029549781,0.000017647828,0.0000041780154,0.0001367277,0.000007198053,0.7935316,0.0003288357,0.20441583,0.00017415089],"study_design_scores_gemma":[0.00021768738,0.000041565574,0.0031864299,0.000010271815,0.000021528285,0.00003325068,0.000042791828,0.00009631508,0.6044002,0.000010106556,0.39170954,0.0002302863],"about_ca_topic_score_codex":0.000018746267,"about_ca_topic_score_gemma":0.000001273533,"teacher_disagreement_score":0.18913136,"about_ca_system_score_codex":0.000060054914,"about_ca_system_score_gemma":0.0000139206995,"threshold_uncertainty_score":0.99980927},"labels":[],"label_agreement":null},{"id":"W2050348217","doi":"10.1039/c4lc00190g","title":"Microtiter plate-sized standalone chip holder for microenvironmental physiological control in gas-impermeable microfluidic devices","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"L'Alliance Boviteq","funders":"","keywords":"Microtiter plate; Microfluidics; Microfluidic chip; Chip; Lab-on-a-chip; Nanotechnology; Materials science; Biomedical engineering; Chemistry; Engineering; Electrical engineering; Chromatography","score_opus":0.015506476190804804,"score_gpt":0.24548065811459793,"score_spread":0.22997418192379313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050348217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609,0.00046531347,0.0017273506,0.00033048773,0.00016331532,0.00062802306,0.00006663363,0.00013531571,0.00039356714],"genre_scores_gemma":[0.9974052,0.00013236403,0.0010801922,0.00086334546,0.00016604883,0.0001233433,0.00004011424,0.000056864486,0.00013256962],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981985,0.00010266023,0.0003285686,0.00038512782,0.00026052544,0.00072461285],"domain_scores_gemma":[0.99914485,0.00035126763,0.000034307002,0.0002907901,0.000013678265,0.00016507575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695852,0.00025993452,0.00038722376,0.00012662653,0.000070196074,0.00005635937,0.00033213772,0.00019178643,0.0003000027],"category_scores_gemma":[0.00015114452,0.00021730457,0.00010342323,0.00013922938,0.00013686338,0.00006115052,0.00006283469,0.00040066455,0.00022263137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022220085,0.00013248355,0.0038643826,0.00015280656,0.000045111126,0.000005927663,0.00008721298,0.00016452288,0.9895334,0.00010498808,0.0036870977,0.0019998192],"study_design_scores_gemma":[0.024969984,0.0012209287,0.2253646,0.00061655353,0.00005138115,0.00002181915,0.000075676864,0.05184968,0.54409313,0.0011962145,0.1489658,0.0015742409],"about_ca_topic_score_codex":0.000015030505,"about_ca_topic_score_gemma":0.000010320025,"teacher_disagreement_score":0.44544032,"about_ca_system_score_codex":0.00011126209,"about_ca_system_score_gemma":0.000013273883,"threshold_uncertainty_score":0.88614225},"labels":[],"label_agreement":null},{"id":"W2050870552","doi":"10.1039/c2lc41238a","title":"Dual-wavelength fluorescent detection of particles on a novel microfluidic chip","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fluorescence; Microfluidics; Microchannel; Microfluidic chip; Lab-on-a-chip; Materials science; Chip; Wavelength; Optoelectronics; Particle (ecology); Nanotechnology; Coupling (piping); Optics; Electrical engineering; Physics; Engineering","score_opus":0.02068389511966084,"score_gpt":0.21313070675514165,"score_spread":0.1924468116354808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050870552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541056,0.0016391568,0.0012652733,0.00010260518,0.00040597105,0.00014100189,0.000016524236,0.0006172601,0.00040164584],"genre_scores_gemma":[0.998979,0.0003366414,0.00040562107,0.000080618396,0.00012822676,0.0000063777497,0.0000037469788,0.000033921915,0.000025892141],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990681,0.000017719673,0.0002259795,0.00015087402,0.0001539043,0.0003834182],"domain_scores_gemma":[0.9994999,0.0000469207,0.00004274868,0.00032415317,0.000019631309,0.00006665791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015859275,0.0001909173,0.00019244959,0.00012823766,0.000051867468,0.000012532325,0.000094988456,0.00015098057,0.000012627479],"category_scores_gemma":[0.0000638102,0.00016170519,0.00006870412,0.00020351983,0.000065872366,0.000051860043,0.000034260454,0.00021399264,0.00010068567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034297846,0.0001463304,0.00034528953,0.000044842785,0.000025113342,0.0000012099578,0.00018460218,0.0000059404447,0.9663681,0.0008319673,0.0014743224,0.030537982],"study_design_scores_gemma":[0.00037101976,0.00012512699,0.009009325,0.000081271246,0.00001599167,0.000012676224,0.00007633394,0.00036970768,0.98391587,0.00006390376,0.0057779914,0.00018076148],"about_ca_topic_score_codex":0.000015137477,"about_ca_topic_score_gemma":0.0000016642006,"teacher_disagreement_score":0.030357221,"about_ca_system_score_codex":0.00006559085,"about_ca_system_score_gemma":0.000006747208,"threshold_uncertainty_score":0.6594146},"labels":[],"label_agreement":null},{"id":"W2051992310","doi":"10.1039/c3lc51428e","title":"A microfluidic platform for profiling biomechanical properties of bacteria","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":34,"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 Electrical, Communications and Cyber Systems; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Petroleum Technology Research Centre; National Institutes of Health; National Science Foundation","keywords":"Bacteria; Pipette; Microfluidics; Stiffness; Bacterial cell structure; Nanotechnology; Atomic force microscopy; Materials science; Biophysics; Chemistry; Biomedical engineering; Biology; Composite material","score_opus":0.026975774279109795,"score_gpt":0.2114135200435747,"score_spread":0.1844377457644649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051992310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331045,0.001106565,0.0041903188,0.000092863724,0.00024401749,0.0002621684,0.000016619535,0.00058018946,0.00019678095],"genre_scores_gemma":[0.9953972,0.00023803572,0.004153027,0.00004920747,0.00006082451,0.000017795122,0.000008511846,0.00002963831,0.000045729557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993491,0.0000066447205,0.00020738925,0.00014488968,0.000069048576,0.00022292465],"domain_scores_gemma":[0.99965525,0.000028239554,0.000029715578,0.00023284722,0.00002746031,0.000026514741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015051213,0.0001390652,0.00020871138,0.000090531175,0.000036062364,0.000015764166,0.00015235927,0.00014315036,0.000005220534],"category_scores_gemma":[0.00007986425,0.00010493512,0.000061799205,0.000099217716,0.000052960528,0.00003456765,0.000034886823,0.000091185706,0.000014952058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004054861,0.000018359558,0.0000118911275,0.0002041026,0.00001612124,2.2534815e-7,0.000042136548,6.7176956e-7,0.9871879,0.0032008162,0.0018843061,0.0073929196],"study_design_scores_gemma":[0.0003129304,0.00015382656,0.000020166228,0.00013394216,0.000009332625,0.000003841027,0.000039066308,0.0013526531,0.98330045,0.000621982,0.013912382,0.00013943564],"about_ca_topic_score_codex":0.0000033484205,"about_ca_topic_score_gemma":6.063386e-7,"teacher_disagreement_score":0.012028076,"about_ca_system_score_codex":0.000023166682,"about_ca_system_score_gemma":0.000009428281,"threshold_uncertainty_score":0.42791298},"labels":[],"label_agreement":null},{"id":"W2052631387","doi":"10.1039/c2lc20893h","title":"A digital microfluidic method for multiplexed cell-based apoptosis assays","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":101,"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":"Canadian Institutes of Health Research; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ontario Institute for Cancer Research","keywords":"Microfluidics; Digital microfluidics; Pipette; Multiplexing; Nanotechnology; Digital polymerase chain reaction; Computer science; Chemistry; Materials science; Engineering; Electronic engineering; Biochemistry; Electrode; Electrowetting","score_opus":0.017734542934284416,"score_gpt":0.22267287767761526,"score_spread":0.20493833474333084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052631387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5073446,0.004374757,0.4500279,0.00024858973,0.0006056487,0.0010679425,0.00023336496,0.0070433933,0.029053748],"genre_scores_gemma":[0.9594398,0.00004611787,0.039680712,0.00016225858,0.000036754656,0.00012540066,0.000026626303,0.000075865166,0.0004064755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905556,0.000015328847,0.00018721759,0.00024694917,0.00007923931,0.00041568527],"domain_scores_gemma":[0.9993981,0.00016064275,0.000031990676,0.0003291947,0.000027091195,0.0000529536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014967674,0.00022114482,0.00020738042,0.00014308479,0.00006401684,0.000037094786,0.00024607437,0.00016806289,0.000017843304],"category_scores_gemma":[0.00009664554,0.00020885593,0.00012633267,0.00016689934,0.000028685074,0.00005678006,0.000020559979,0.00019706142,0.00005452792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041546344,0.000076464756,0.00011685634,0.000082470666,0.000032614927,0.0000013508838,0.00021625201,0.000010378817,0.94999856,0.0002466354,0.014169169,0.035007704],"study_design_scores_gemma":[0.0007597284,0.00018159904,0.00006181845,0.000030205298,0.000019104733,0.0000015780414,0.00005043368,0.0004720397,0.97677237,0.00030145622,0.02109831,0.0002513353],"about_ca_topic_score_codex":0.0000132940395,"about_ca_topic_score_gemma":5.93662e-7,"teacher_disagreement_score":0.45209515,"about_ca_system_score_codex":0.000052699725,"about_ca_system_score_gemma":0.000018255663,"threshold_uncertainty_score":0.85168976},"labels":[],"label_agreement":null},{"id":"W2054175212","doi":"10.1039/c3lc41431k","title":"Microfluidic origami: a new device format for in-line reaction monitoring by nanoelectrospray ionization mass spectrometry","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":61,"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; Canada Research Chairs","keywords":"Microfluidics; Microscale chemistry; Reagent; Chemistry; Mass spectrometry; Nanotechnology; Analytical Chemistry (journal); Chromatography; Materials science; Organic chemistry","score_opus":0.009400499211888125,"score_gpt":0.22082023843802948,"score_spread":0.21141973922614135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054175212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95963186,0.013177667,0.023726981,0.0006258981,0.00058864534,0.00055425224,0.00000640028,0.0013007518,0.0003875625],"genre_scores_gemma":[0.99114513,0.004556741,0.00305854,0.000078169294,0.00020701074,0.00010846468,0.00004304002,0.00006996335,0.0007329094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988927,0.000011937496,0.00027256578,0.00022435877,0.00010913945,0.0004892618],"domain_scores_gemma":[0.99956745,0.000062823776,0.000050311395,0.00022736234,0.000037271206,0.00005476683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011781587,0.00021327213,0.00019866302,0.00024563997,0.000067923946,0.00006281982,0.00016749924,0.00018951173,0.000010815588],"category_scores_gemma":[0.000078282006,0.00021505704,0.00004688427,0.00055560376,0.00001145039,0.00028897633,0.00001221343,0.0003035073,0.000063894564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011545436,0.000018353965,0.0003194019,0.000047877526,0.000016736814,4.8287e-7,0.00005579181,0.000006769436,0.95480794,0.00017231092,0.033684425,0.010858346],"study_design_scores_gemma":[0.00063342025,0.00017351391,0.00037756155,0.00008717964,0.000009580005,0.0000062162285,0.000054730044,0.00012888313,0.97771794,0.0010515227,0.019534905,0.0002245699],"about_ca_topic_score_codex":0.00010598191,"about_ca_topic_score_gemma":0.000004115106,"teacher_disagreement_score":0.03151332,"about_ca_system_score_codex":0.00031465202,"about_ca_system_score_gemma":0.000024560948,"threshold_uncertainty_score":0.8769771},"labels":[],"label_agreement":null},{"id":"W2056730953","doi":"10.1039/b908683h","title":"A rapid prototyping technique for valves and filters in centrifugal microfluidic devices","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Concordia University; McGill University","funders":"","keywords":"Microfluidics; Capillary action; Sedimentation; Rapid prototyping; Rotational speed; Centrifugal force; Materials science; Rotation (mathematics); Mechanical engineering; Engineering; Computer science; Nanotechnology; Composite material; Geology","score_opus":0.008732623929734154,"score_gpt":0.22079114260626193,"score_spread":0.21205851867652778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056730953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78049403,0.20294775,0.007878129,0.00091168104,0.000055753528,0.004939749,0.000035642257,0.00041357792,0.0023236715],"genre_scores_gemma":[0.94088805,0.056284055,0.0011697911,0.0005948105,0.00006545015,0.0009075,0.000022675427,0.000031926455,0.000035723708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939865,0.000012947751,0.00014816438,0.00016473861,0.00004663468,0.00022885436],"domain_scores_gemma":[0.99977577,0.00002420276,0.000016212327,0.00013081454,0.000009825884,0.000043198856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000981501,0.00012160577,0.0001292379,0.0000971334,0.000046869525,0.000022453147,0.00008643169,0.000068286936,0.000012444863],"category_scores_gemma":[0.000007412463,0.000119176,0.000034622954,0.0001488156,0.000014250267,0.000037622918,0.00000536691,0.00010323484,0.0000037472653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029510049,0.000029194198,0.00008892939,0.00006592711,0.000009366711,0.0000010740104,0.0001397659,9.426218e-7,0.9781637,0.002581944,0.010065355,0.008824281],"study_design_scores_gemma":[0.00045826426,0.00015888871,0.00322188,0.000104038954,0.000008648622,0.0000086052705,0.00002597523,0.000107327534,0.8350767,0.0011370977,0.15948442,0.00020818709],"about_ca_topic_score_codex":0.0000030897786,"about_ca_topic_score_gemma":0.0000014154045,"teacher_disagreement_score":0.16039401,"about_ca_system_score_codex":0.00003557308,"about_ca_system_score_gemma":0.000014406597,"threshold_uncertainty_score":0.48598564},"labels":[],"label_agreement":null},{"id":"W2057174738","doi":"10.1039/c4lc01000k","title":"Rapid discrimination of DNA strands using an opto-calorimetric microcantilever sensor","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","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; University of Alberta","funders":"","keywords":"Biomolecule; Biosensor; DNA; Nucleotide; Infrared spectroscopy; Materials science; Analytical Chemistry (journal); Molecule; Nucleobase; Infrared; Chemistry; Nanotechnology; Chromatography; Biochemistry; Optics","score_opus":0.028996494832109754,"score_gpt":0.26670817606196034,"score_spread":0.2377116812298506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057174738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97876245,0.000008613706,0.0142757725,0.000030782947,0.00008976554,0.00007676861,0.00001919604,0.000012035225,0.0067246365],"genre_scores_gemma":[0.9981637,0.0000010675442,0.0014596411,0.00005578128,0.00017504526,0.000001654418,0.000017637904,0.000012217295,0.00011328169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924266,0.000056588928,0.00017643922,0.0001836973,0.0001688304,0.00017177274],"domain_scores_gemma":[0.99952483,0.00009144013,0.00006504701,0.0001675997,0.000038820108,0.00011224509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010974758,0.00010714234,0.00017353638,0.00006943285,0.00004660324,0.000018708277,0.00010156529,0.000038853585,0.00040257015],"category_scores_gemma":[0.00002438731,0.000083373656,0.00007821005,0.0001889801,0.000025265042,0.00006073953,0.000019757517,0.00010221446,0.000019385414],"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":[0.00015898286,0.0011290592,0.003386626,0.0000714115,0.00006979274,9.493085e-7,0.00021708464,0.00007373365,0.10801135,0.5216091,0.00005056133,0.36522132],"study_design_scores_gemma":[0.0044037355,0.0014988913,0.045921158,0.00024306838,0.00023817882,0.0000012884786,0.00040671485,0.07859591,0.8204358,0.033541515,0.013653339,0.0010603848],"about_ca_topic_score_codex":0.000052289906,"about_ca_topic_score_gemma":6.993726e-7,"teacher_disagreement_score":0.71242446,"about_ca_system_score_codex":0.000008608316,"about_ca_system_score_gemma":0.000013817764,"threshold_uncertainty_score":0.4407861},"labels":[],"label_agreement":null},{"id":"W2059747751","doi":"10.1039/c5lc00104h","title":"High purity microfluidic sorting and analysis of circulating tumor cells: towards routine mutation detection","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":71,"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":"Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Commission; Institut national de la recherche scientifique","keywords":"Microfluidics; Sorting; Circulating tumor cell; Mutation; Tumor cells; Chemistry; Computational biology; Molecular biology; Cancer research; Nanotechnology; Biology; Computer science; Materials science; Genetics; Cancer; Biochemistry; Gene","score_opus":0.0175340759384888,"score_gpt":0.21801712720135852,"score_spread":0.20048305126286972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059747751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99269664,0.00085162616,0.0056243376,0.00003375501,0.00012918968,0.0000746943,0.000012345532,0.00039777774,0.00017964788],"genre_scores_gemma":[0.9986762,0.000059327518,0.0011763315,0.000020786672,0.0000279197,0.0000021005346,0.000016229214,0.000014609909,0.0000065183867],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922955,0.000025575862,0.0002926661,0.00016646595,0.00012788155,0.00015784513],"domain_scores_gemma":[0.9996238,0.000026447819,0.00009257453,0.00016636033,0.000050438164,0.000040400606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860302,0.00012536653,0.00024929014,0.00025663324,0.00004101256,0.000022695336,0.000060873845,0.00008420333,0.000003810144],"category_scores_gemma":[0.00012744739,0.000118285665,0.000054853575,0.0005759728,0.000041366253,0.000049217986,0.000031662195,0.00012835534,0.0000029078913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001287508,0.000017518203,0.0016036187,0.000057435314,0.00015365427,0.000010484877,0.00042929826,0.00091816566,0.97137433,0.00012100685,0.00009601587,0.025205566],"study_design_scores_gemma":[0.0002738821,0.0000567899,0.008424931,0.000030581105,0.00019981583,0.000009208105,0.00029057392,0.027016837,0.9631452,0.00034567105,0.000060432536,0.00014606254],"about_ca_topic_score_codex":0.00023032121,"about_ca_topic_score_gemma":0.00001613227,"teacher_disagreement_score":0.026098672,"about_ca_system_score_codex":0.00006368905,"about_ca_system_score_gemma":0.000010718573,"threshold_uncertainty_score":0.48235494},"labels":[],"label_agreement":null},{"id":"W2060996079","doi":"10.1039/c4lc00306c","title":"Clog-free cell filtration using resettable cell traps","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Clogging; Filtration (mathematics); Microfluidics; Cell; Separation (statistics); Throughput; Materials science; Nanotechnology; Chemistry; Chromatography; Computer science","score_opus":0.014554071828901395,"score_gpt":0.1955386185576756,"score_spread":0.1809845467287742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060996079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95506406,0.00041843174,0.0068296203,0.00015097651,0.0003126007,0.00010639631,0.000013528732,0.00097441516,0.036129963],"genre_scores_gemma":[0.9938145,0.00007742949,0.0053855763,0.00011260624,0.00009671364,0.0000016897425,0.000010639212,0.000027504815,0.00047328603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933934,0.000022114584,0.00013624226,0.00015710857,0.00010295982,0.00024224042],"domain_scores_gemma":[0.99944925,0.00003854288,0.00002443738,0.0004419709,0.000014285838,0.000031510062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013270935,0.00013262682,0.00012578115,0.000077745804,0.00006922147,0.000036963254,0.00019736661,0.00015306677,0.000032286727],"category_scores_gemma":[0.000034889712,0.00012199549,0.000037277037,0.00014424977,0.000031697862,0.000050944105,0.000032460972,0.00019102088,0.00007132528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000078571575,0.000028540118,0.00008580939,0.0000697582,0.0000038477765,0.0000035670566,0.00007139929,0.0006502874,0.94290954,0.0006148975,0.05300325,0.002551219],"study_design_scores_gemma":[0.00040819452,0.00007667932,0.00017705263,0.000034269637,0.0000108833465,0.000004993942,0.000045551405,0.016381985,0.92323697,0.0014296474,0.05797591,0.00021786205],"about_ca_topic_score_codex":0.000024137185,"about_ca_topic_score_gemma":0.00000781163,"teacher_disagreement_score":0.038750485,"about_ca_system_score_codex":0.00003631413,"about_ca_system_score_gemma":0.000007977842,"threshold_uncertainty_score":0.49748316},"labels":[],"label_agreement":null},{"id":"W2063412773","doi":"10.1039/c004706f","title":"In situ mechanical characterization of mouse oocytes using a cell holding device","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microinjection; Oocyte; In situ; Characterization (materials science); Stiffness; Cell biology; Biophysics; Deformation (meteorology); Process (computing); Biomedical engineering; Cell; Biological system; Materials science; Chemistry; Computer science; Biology; Nanotechnology; Engineering; Composite material; Biochemistry","score_opus":0.013527855891401252,"score_gpt":0.25500692317572776,"score_spread":0.2414790672843265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063412773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99824744,0.000008516109,0.0009823136,0.000041388277,0.00021412806,0.00008154968,0.00001109517,0.000004277616,0.0004092849],"genre_scores_gemma":[0.998746,0.000019048985,0.00057528506,0.00021461533,0.00009993881,0.0000040269256,0.000064852735,0.000015156648,0.00026110798],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994809,0.000023305747,0.0001498564,0.00017249725,0.0000623805,0.000111069945],"domain_scores_gemma":[0.99965525,0.000006641791,0.00007686209,0.00019223413,0.000034979228,0.00003402013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009512917,0.00007971803,0.000088791276,0.00005122459,0.000025301622,0.00001195336,0.00008554763,0.00010982706,0.000041484065],"category_scores_gemma":[0.00003743471,0.00008052822,0.00004562893,0.000072633185,0.000008187368,0.000005438845,0.000045103123,0.00013542715,0.0000048565907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033090917,0.00010202783,0.00004518415,0.000009461065,0.0000043285063,0.0000011151094,0.000020476316,0.000005615113,0.998899,0.0007570026,0.0000060149837,0.00011667659],"study_design_scores_gemma":[0.00024266122,0.00008209528,0.0001186374,0.000010483589,0.000005407038,0.0000042947454,0.000014539068,0.001359356,0.99562323,0.000024187173,0.0024301633,0.00008494299],"about_ca_topic_score_codex":0.000018460918,"about_ca_topic_score_gemma":0.00008046125,"teacher_disagreement_score":0.0032757747,"about_ca_system_score_codex":0.000006952971,"about_ca_system_score_gemma":0.000023896546,"threshold_uncertainty_score":0.32838455},"labels":[],"label_agreement":null},{"id":"W2064080837","doi":"10.1039/c004051g","title":"Three-dimensional large-scale microfluidic integration by laser ablation of interlayer connections","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Fabrication; Laser ablation; Materials science; Surface micromachining; Microfluidics; Wafer; Laser; Millisecond; Layer (electronics); Ablation; Microelectromechanical systems; Lithography; Optoelectronics; Electronic engineering; Nanotechnology; Engineering; Optics; Aerospace engineering","score_opus":0.0051509692420908925,"score_gpt":0.2031486191055501,"score_spread":0.19799764986345922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064080837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832138,0.0020996048,0.012499446,0.00017192916,0.00024731917,0.00018383774,0.0000978819,0.0001432458,0.0013429607],"genre_scores_gemma":[0.99851364,0.0006912374,0.0001645336,0.00013400351,0.00007164504,0.000042653253,0.00017924636,0.000029160965,0.00017388916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993209,0.000011263406,0.00022049384,0.00016241566,0.00011561833,0.00016927389],"domain_scores_gemma":[0.99955875,0.000041855732,0.000037465234,0.0002493298,0.00005841335,0.000054173583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001012267,0.00013,0.00012994486,0.00007947015,0.00007729555,0.000013843726,0.00009679781,0.00011583315,0.0005244381],"category_scores_gemma":[0.000012190944,0.0001226077,0.00005899187,0.00018931033,0.00003185043,0.000057533278,0.000012319207,0.0002717065,0.00010982902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001002423,0.000058412836,0.00012076894,0.0000060470697,0.000015011934,1.2109774e-7,0.0000772582,0.0000068447002,0.809136,0.0019891572,0.18806277,0.00051761925],"study_design_scores_gemma":[0.00030748543,0.000051033225,0.0011977926,0.000016970567,0.000016632463,0.00000509982,0.000026496158,0.002974297,0.9229004,0.0005756845,0.07178284,0.00014527194],"about_ca_topic_score_codex":0.000027545218,"about_ca_topic_score_gemma":0.000156629,"teacher_disagreement_score":0.11627993,"about_ca_system_score_codex":0.000028084609,"about_ca_system_score_gemma":0.000014903504,"threshold_uncertainty_score":0.574223},"labels":[],"label_agreement":null},{"id":"W2064088520","doi":"10.1039/c3lc50415h","title":"Recent developments in microfluidics-based chemotaxis studies","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":136,"is_retracted":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":"Microfluidics; Chemotaxis; Nanotechnology; Chemotaxis assay; Cell migration; Cell; Biology; Materials science; Biochemistry","score_opus":0.14224593710785496,"score_gpt":0.3899039689059531,"score_spread":0.24765803179809812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064088520","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":[0.00012077478,0.99579555,0.0000055558753,0.00005869703,0.00046908838,0.0007136948,0.000010444128,0.00017055144,0.002655629],"genre_scores_gemma":[0.00000911413,0.9979329,0.0010176931,0.000075857315,0.00008098097,0.00033267925,0.000045837398,0.00009737117,0.00040756716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978733,0.00011229375,0.00060851156,0.0003722385,0.00046514446,0.0005684854],"domain_scores_gemma":[0.9988761,0.0004488639,0.000060812967,0.000407052,0.000060097864,0.00014709285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005829542,0.00042683238,0.0011389682,0.00042260007,0.000032277043,0.000040043622,0.00050871976,0.00032629332,0.0002105526],"category_scores_gemma":[0.0006981643,0.00034107134,0.0001232414,0.0007251997,0.00007594998,0.000022037839,0.00014791118,0.0009147165,0.0017276924],"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":[0.000001059578,0.000030150199,0.0000048229654,0.0127937095,0.00011378325,0.000015634232,0.000034321678,0.0000013092175,0.0000061132964,0.000011905267,0.0064497846,0.9805374],"study_design_scores_gemma":[0.00018075928,0.000016023245,0.000017160524,0.01385354,0.000018519555,0.0000014726586,0.000004096541,0.000019685702,0.00018239256,0.000013185135,0.9853843,0.0003089092],"about_ca_topic_score_codex":0.0000052177475,"about_ca_topic_score_gemma":0.0000033681158,"teacher_disagreement_score":0.9802285,"about_ca_system_score_codex":0.0007593922,"about_ca_system_score_gemma":0.0002237086,"threshold_uncertainty_score":0.99990416},"labels":[],"label_agreement":null},{"id":"W2064198640","doi":"10.1039/c3lc50625h","title":"Technologies for label-free separation of circulating tumor cells: from historical foundations to recent developments","year":2013,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":195,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Circulating tumor cell; Flexibility (engineering); Biomarker; Computational biology; Epithelial–mesenchymal transition; Metastasis; Biology; Chemistry; Nanotechnology; Computer science; Materials science; Cancer; Biochemistry","score_opus":0.08398064294454996,"score_gpt":0.310323117685571,"score_spread":0.22634247474102107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064198640","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":[0.00036507734,0.9898222,0.004727578,0.00014672973,0.0009350011,0.0015763062,0.00024215017,0.001757296,0.00042765375],"genre_scores_gemma":[0.00009397792,0.92645764,0.07264494,0.000018838984,0.000055806548,0.00030265367,0.00022141072,0.00007040907,0.00013429302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864703,0.000019400477,0.00059895363,0.00032561214,0.00015116791,0.0002578342],"domain_scores_gemma":[0.99895203,0.00017402615,0.00017873467,0.0005903248,0.000075059914,0.000029832625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009935695,0.0003385769,0.00083820213,0.00027925317,0.00007074425,0.000033586522,0.00048276846,0.00036838325,0.000013421415],"category_scores_gemma":[0.00040609558,0.0002880565,0.00011276992,0.00040973883,0.00002716004,0.00003967761,0.00014982006,0.00025580174,0.0000768503],"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":[0.000001716911,0.000027700267,8.484519e-7,0.0016124849,0.00007690484,0.0000012409233,0.000034592456,0.0000050555327,0.0015845364,0.00029543487,0.035238456,0.961121],"study_design_scores_gemma":[0.00012635163,0.000042967393,9.394411e-7,0.002351942,0.0000929112,0.0000019555598,0.000022856648,0.00006273933,0.0039842348,0.0006046657,0.9923944,0.00031405207],"about_ca_topic_score_codex":0.00002232986,"about_ca_topic_score_gemma":0.000008549902,"teacher_disagreement_score":0.96080697,"about_ca_system_score_codex":0.0008029307,"about_ca_system_score_gemma":0.00007418054,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W2064358237","doi":"10.1039/c3lc00007a","title":"An electrospray ms-coupled microfluidic device for sub-second hydrogen/deuterium exchange pulse-labelling reveals allosteric effects in enzyme inhibition","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":45,"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":"Hydrogen–deuterium exchange; Deuterium; Labelling; Enzyme; Chemistry; Electrospray; Microfluidics; Allosteric regulation; Hydrogen; Pulse (music); Mass spectrometry; Analytical Chemistry (journal); Nanotechnology; Chromatography; Biochemistry; Materials science; Organic chemistry; Atomic physics; Physics; Optics","score_opus":0.011655751101657808,"score_gpt":0.25155691537611796,"score_spread":0.23990116427446015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064358237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521786,0.00082605047,0.0005141758,0.00026874547,0.000026753005,0.0010673151,0.00007110693,0.00025993507,0.0017480812],"genre_scores_gemma":[0.99405223,0.00018835663,0.0013715574,0.00090592506,0.00022033644,0.0023675899,0.00038499993,0.000079907695,0.00042912236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819833,0.00004094203,0.00040718616,0.00059397856,0.000163327,0.00059622497],"domain_scores_gemma":[0.9988742,0.00015011114,0.00017733,0.00058168184,0.00006902977,0.0001476718],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024448434,0.0003141765,0.00035573024,0.00016247676,0.000118201,0.00010975516,0.00025624983,0.0002421827,0.0020296576],"category_scores_gemma":[0.00002927915,0.00032608438,0.00010054875,0.0003970375,0.000027021459,0.00020109708,0.000039332757,0.0002882397,0.000080263635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032211945,0.00024310047,0.00044597642,0.0004886998,0.0000149024745,0.000003671222,0.00006757598,4.667176e-7,0.9963326,0.0007077072,0.0009441817,0.0007189434],"study_design_scores_gemma":[0.0008220491,0.0002300616,0.0008435048,0.00014144322,0.000019081248,0.0000105399395,0.000007712428,0.00078876986,0.98972505,0.0035104665,0.0035378607,0.00036348123],"about_ca_topic_score_codex":0.00009712025,"about_ca_topic_score_gemma":0.000046607984,"teacher_disagreement_score":0.0066075334,"about_ca_system_score_codex":0.00017948037,"about_ca_system_score_gemma":0.000022124128,"threshold_uncertainty_score":0.9999191},"labels":[],"label_agreement":null},{"id":"W2065075903","doi":"10.1039/b717759c","title":"Digital microfluidics for cell-based assays","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":338,"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; Canada Research Chairs","keywords":"Microfluidics; Microscale chemistry; Jurkat cells; Reagent; Lysis; Viability assay; Cell; Cytotoxicity; Nanotechnology; Chemistry; Digital microfluidics; Chromatography; Materials science; Biology; Electrode; Biochemistry; T cell; Immunology; Mathematics; In vitro","score_opus":0.010527987751072925,"score_gpt":0.19064479561248948,"score_spread":0.18011680786141657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065075903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621235,0.0028940397,0.015243222,0.000298967,0.00023247047,0.00025030243,0.00007451939,0.0026697707,0.016213205],"genre_scores_gemma":[0.99756116,0.00013775704,0.00090374006,0.00017236552,0.000052520558,0.00003118063,0.000028425538,0.00004481124,0.0010680665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993664,0.000003663431,0.000118559525,0.00014573858,0.00007166886,0.00029397587],"domain_scores_gemma":[0.9996316,0.000081568134,0.000015498445,0.0002194618,0.00001802226,0.000033872064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004458368,0.00014171482,0.00012440867,0.00007704946,0.00008121274,0.000022540806,0.00015200932,0.000111424546,0.0000051957873],"category_scores_gemma":[0.000046694127,0.00013733508,0.000071630195,0.000112465794,0.00003956628,0.00003889777,0.000010483848,0.00015371032,0.000061049075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026142425,0.00008758005,0.000643326,0.00008983887,0.000022395836,0.000017683695,0.00008350231,0.00010964391,0.8181242,0.00036525624,0.16238244,0.018048005],"study_design_scores_gemma":[0.000468529,0.0001263209,0.000079984165,0.000015028239,0.0000042493593,0.0000074775103,0.000010679874,0.00017868746,0.8688374,0.00011109213,0.13000034,0.00016016993],"about_ca_topic_score_codex":0.0000010597639,"about_ca_topic_score_gemma":2.0088288e-7,"teacher_disagreement_score":0.050713245,"about_ca_system_score_codex":0.000043438577,"about_ca_system_score_gemma":0.00002257897,"threshold_uncertainty_score":0.56003624},"labels":[],"label_agreement":null},{"id":"W2065768111","doi":"10.1039/b908974h","title":"A microwave interferometric system for simultaneous actuation and detection of single biological cells","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":116,"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; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Interferometry; Microwave; Optics; Engineering; Physics; Telecommunications","score_opus":0.017562518250443814,"score_gpt":0.20033288219640663,"score_spread":0.18277036394596283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065768111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96929824,0.00034816793,0.029570311,0.000014579682,0.0001059385,0.00015824281,0.000007659426,0.00035229695,0.00014454384],"genre_scores_gemma":[0.99884266,0.00004832122,0.0010554898,0.000013489466,0.000020180309,0.0000017044196,0.0000028025702,0.0000062954086,0.000009054986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962306,0.0000070099586,0.00012595499,0.00010564009,0.000034378532,0.000103961065],"domain_scores_gemma":[0.9997301,0.00011707907,0.0000295082,0.000086772154,0.000021770786,0.000014769154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057858793,0.000084466104,0.00012706987,0.00014542993,0.000021116739,0.000011465625,0.00004420957,0.00012424713,6.134041e-7],"category_scores_gemma":[0.00008159253,0.00006695534,0.000027173699,0.00017230428,0.000021112419,0.000014003789,0.000007817065,0.000055144585,0.0000026289104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036329315,0.000016994567,0.000002442545,0.000038361028,0.0000052223268,0.0000010881685,0.000033466466,0.000035655426,0.8979581,0.0000401774,0.00003137458,0.101800784],"study_design_scores_gemma":[0.00018601472,0.0006582175,0.0000792777,0.00004848821,0.000006946217,0.000010507669,0.0000718818,0.0036158254,0.9948954,0.00011486281,0.00023748654,0.00007506903],"about_ca_topic_score_codex":0.0000013621406,"about_ca_topic_score_gemma":0.0000011512648,"teacher_disagreement_score":0.10172571,"about_ca_system_score_codex":0.000054060467,"about_ca_system_score_gemma":0.0000016097872,"threshold_uncertainty_score":0.27303597},"labels":[],"label_agreement":null},{"id":"W2066806597","doi":"10.1039/c5lc00283d","title":"Through the years with on-a-chip gas chromatography: a review","year":2015,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":87,"is_retracted":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":"Gas chromatography; Microelectromechanical systems; Chip; Volume (thermodynamics); Chromatography; Nanotechnology; Chemistry; Materials science; Engineering; Telecommunications; Physics","score_opus":0.02527278300030329,"score_gpt":0.26956283956200905,"score_spread":0.24429005656170577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066806597","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":[0.000013026683,0.98223734,0.000013203511,0.00012500168,0.00006925394,0.0012823289,0.000060322862,0.00023687654,0.015962621],"genre_scores_gemma":[0.000008928446,0.99783635,0.000027462289,0.0008673947,0.00017561385,0.00062106946,0.00013970089,0.00014443089,0.00017904602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984476,0.00011047344,0.0003836811,0.00036557045,0.00032897867,0.00036367928],"domain_scores_gemma":[0.99864906,0.000079219775,0.000119038086,0.001041351,0.000029853112,0.000081448234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001991997,0.0005026577,0.0011265788,0.00007148013,0.000075560696,0.000038947055,0.0005543051,0.00016870811,0.00013109787],"category_scores_gemma":[0.0000093637,0.00029316905,0.00034386152,0.00077959086,0.00006813238,0.000025858937,0.00002741293,0.00064103893,0.0008483421],"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":[0.0000036934237,0.0000384507,1.6134838e-7,0.013070853,0.00031979755,0.000013873451,0.000065110566,0.0000010724267,0.0000032820726,0.0061662663,0.74954706,0.23077038],"study_design_scores_gemma":[0.000089554436,0.00009055792,0.0000010768213,0.020150606,0.00046717736,0.000060420796,0.0000035699761,6.5792864e-7,0.0000049897,0.00014759245,0.978639,0.00034480504],"about_ca_topic_score_codex":0.000009210518,"about_ca_topic_score_gemma":0.0000027603207,"teacher_disagreement_score":0.23042557,"about_ca_system_score_codex":0.000090456735,"about_ca_system_score_gemma":0.00012449526,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W2067080805","doi":"10.1039/c2lc20998e","title":"Algal fluorescence sensor integrated into a microfluidic chip for water pollutant detection","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":121,"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; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Sichuan University of Science and Engineering","keywords":"Fluorescence; Photodetector; Microfluidics; OLED; Materials science; Metal ions in aqueous solution; Optoelectronics; Chlorophyll fluorescence; Chemistry; Nanotechnology; Metal; Optics","score_opus":0.018086163323272154,"score_gpt":0.2186963676929894,"score_spread":0.20061020436971724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067080805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98935586,0.000047181253,0.007819608,0.0001357456,0.0001308052,0.0001927506,0.000024642835,0.00025449062,0.0020389138],"genre_scores_gemma":[0.9970039,0.000008753929,0.0011921236,0.0001597515,0.00014750467,0.00002168711,0.0000211004,0.000037945905,0.001407246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988569,0.000018061557,0.0002525221,0.00033803406,0.00012783916,0.00040665938],"domain_scores_gemma":[0.9994599,0.000053349573,0.0000299858,0.00024684524,0.000051123752,0.00015878561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009842511,0.00022848709,0.00021881844,0.000048105983,0.000085075066,0.000017189926,0.00016306691,0.00018451679,0.0003283848],"category_scores_gemma":[0.00017792877,0.00016210109,0.00013864787,0.000118407545,0.00005990196,0.00004801419,0.00002885769,0.00029807456,0.00018493067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003336107,0.00006150906,0.000021910815,0.0000594012,0.000036273235,0.000010829319,0.00058438245,0.00000403358,0.99710137,0.0002819926,0.00005771827,0.0014469748],"study_design_scores_gemma":[0.00046508585,0.00009789447,0.00005797446,0.000046926194,0.00003132567,0.000012304234,0.00008767701,0.0075933305,0.98892796,0.0003609869,0.0020717324,0.00024678715],"about_ca_topic_score_codex":0.00008393977,"about_ca_topic_score_gemma":0.0000044709504,"teacher_disagreement_score":0.008173388,"about_ca_system_score_codex":0.00007828247,"about_ca_system_score_gemma":0.0000111996005,"threshold_uncertainty_score":0.66102904},"labels":[],"label_agreement":null},{"id":"W2067290715","doi":"10.1039/c1lc20766k","title":"Microfluidic approaches for gene delivery and gene therapy","year":2011,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":73,"is_retracted":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":"Electroporation; Microfluidics; Gene delivery; Genetic enhancement; Transfection; Gene; Nanotechnology; Computational biology; Viral vector; Biology; Recombinant DNA; Materials science; Genetics","score_opus":0.12075189557493748,"score_gpt":0.2523039433437313,"score_spread":0.1315520477687938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067290715","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":[0.0008532614,0.9967987,0.00035655496,0.000009007571,0.00022717749,0.000739481,0.00012128549,0.0006524432,0.00024211105],"genre_scores_gemma":[0.000055688077,0.9974195,0.0018856329,0.00003950847,0.00015014828,0.000088520464,0.00010702093,0.00011756661,0.00013643093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988936,0.000027099988,0.0003068212,0.00038178574,0.000059772643,0.00033087956],"domain_scores_gemma":[0.9993447,0.00006750618,0.00006831757,0.00045518356,0.000015137211,0.000049135364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013550036,0.00048472136,0.00091730687,0.00017907543,0.00006570737,0.000036086523,0.0002794863,0.0005579483,0.000008498205],"category_scores_gemma":[0.000011748761,0.0003615422,0.00023827983,0.00012976138,0.00008685375,0.000024780187,0.0000599192,0.0002785981,0.000031411357],"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":[0.0000070472483,0.000019442798,4.954978e-7,0.002501241,0.00015435102,0.0000034804082,0.00003242966,4.2270717e-8,0.00089146337,0.00021411138,0.01022826,0.9859476],"study_design_scores_gemma":[0.00020236515,0.0000773199,0.0000018248516,0.000954726,0.00012214771,0.00004781313,0.000006113587,0.0000066435387,0.008552533,0.00013820443,0.9894669,0.00042339947],"about_ca_topic_score_codex":0.0000054066763,"about_ca_topic_score_gemma":4.3818815e-7,"teacher_disagreement_score":0.98552424,"about_ca_system_score_codex":0.000047302827,"about_ca_system_score_gemma":0.00003096842,"threshold_uncertainty_score":0.99988365},"labels":[],"label_agreement":null},{"id":"W2068968026","doi":"10.1039/c4lc01468e","title":"Rapid and multiplex detection of Legionella's RNA using digital microfluidics","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":39,"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; McGill University","funders":"National Research Council Canada; Genome Canada","keywords":"Legionella; Multiplex; Microfluidics; Digital microfluidics; Computational biology; Digital polymerase chain reaction; Biology; Bacteria; Microbiology; Nanotechnology; Genetics; Chemistry; Polymerase chain reaction; Gene; Materials science","score_opus":0.030097928946971164,"score_gpt":0.21336847962187905,"score_spread":0.18327055067490788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068968026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962627,0.00033628373,0.0020841265,0.000011741436,0.00015334286,0.000042274733,0.0000055598366,0.00006973045,0.0010341947],"genre_scores_gemma":[0.9997178,0.00005055907,0.00009799711,0.0000132073355,0.000073700365,4.2450924e-7,0.000001129752,0.000013463009,0.000031747728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996486,0.0000057322072,0.00010280723,0.00008035355,0.00007254446,0.00009000034],"domain_scores_gemma":[0.9998124,0.000012832719,0.000015700456,0.00007157762,0.000021947106,0.00006553957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004195068,0.00007260584,0.00009075182,0.000050923813,0.000017995964,0.00002421099,0.00002191525,0.000059910548,0.0000013779103],"category_scores_gemma":[0.000022309141,0.00006702039,0.00002718698,0.000094730036,0.000026081041,0.00006418026,0.000008816903,0.00007622684,0.0000070731976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038463535,0.000023557042,0.00020189302,0.000041902607,0.000024280898,0.000002460867,0.00012264917,0.00078026444,0.93073297,0.000051157134,0.000070190574,0.06791023],"study_design_scores_gemma":[0.00066344126,0.00015083556,0.0013321034,0.000040973366,0.000017712402,0.000018224853,0.000088291636,0.18503761,0.8070295,0.00022810782,0.0052124537,0.00018074186],"about_ca_topic_score_codex":0.000014971242,"about_ca_topic_score_gemma":0.0000022285235,"teacher_disagreement_score":0.18425734,"about_ca_system_score_codex":0.00002436221,"about_ca_system_score_gemma":0.0000032667342,"threshold_uncertainty_score":0.2733012},"labels":[],"label_agreement":null},{"id":"W2069241323","doi":"10.1039/c004675b","title":"A microfluidic platform for probing small artery structure and function","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Heart and Stroke Foundation; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Electrical impedance myography; Phenylephrine; Biomedical engineering; Microfluidics; Medicine; Blood pressure; Nanotechnology; Materials science; Vasodilation; Cardiology; Internal medicine","score_opus":0.017452632692340524,"score_gpt":0.23632278171827015,"score_spread":0.21887014902592963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069241323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969006,0.00012856093,0.0014083466,0.000093854775,0.00047456924,0.00023695406,0.000011441309,0.0001515309,0.00059410185],"genre_scores_gemma":[0.99827826,0.000026115487,0.001201153,0.00008818262,0.00022460749,0.000023783177,0.000011836948,0.000026677173,0.00011938047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944454,0.0000037627885,0.000092851114,0.00013560177,0.000095615374,0.00022764759],"domain_scores_gemma":[0.9996459,0.00010335013,0.000010043393,0.00013784487,0.000017672037,0.00008518834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014860072,0.00008941262,0.00008067195,0.00007298376,0.000052057283,0.000045785004,0.0000805594,0.00012072773,0.000053444524],"category_scores_gemma":[0.000097176635,0.00007660097,0.000021075502,0.00007536991,0.00003426485,0.000036033096,0.000023783226,0.0003725347,0.000012404035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004500315,0.000010864649,0.0005528519,0.0002567255,0.000028477765,0.000001807533,0.00019524475,0.000005297594,0.8989578,0.0015985899,0.0022212612,0.09612611],"study_design_scores_gemma":[0.0034956187,0.0006415202,0.056098986,0.00028594918,0.00004684425,0.000080611695,0.000077713245,0.020795677,0.54832363,0.018426545,0.35082033,0.00090657995],"about_ca_topic_score_codex":0.000002513564,"about_ca_topic_score_gemma":0.000014931391,"teacher_disagreement_score":0.35063416,"about_ca_system_score_codex":0.000014769395,"about_ca_system_score_gemma":0.000011925925,"threshold_uncertainty_score":0.31236967},"labels":[],"label_agreement":null},{"id":"W2069497622","doi":"10.1039/c2lc40513j","title":"Cruise control for segmented flow","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Toronto","funders":"","keywords":"Cruise control; Flow (mathematics); Control (management); Aeronautics; Flow control (data); Cruise; Marine engineering; Computer science; Automotive engineering; Engineering; Aerospace engineering; Physics; Mechanics; Telecommunications; Artificial intelligence","score_opus":0.01442323648002567,"score_gpt":0.2421047327258568,"score_spread":0.22768149624583114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069497622","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":[0.025888713,0.0001943452,0.95965993,0.00019360101,0.00052380376,0.00047245374,0.00008682263,0.00061785,0.012362505],"genre_scores_gemma":[0.99451077,0.0000025796928,0.0035579556,0.0011552579,0.00024145517,0.00011708307,0.000069602254,0.000029802219,0.00031548121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994842,0.0000059255212,0.00014342881,0.00007023241,0.000066236455,0.00022998614],"domain_scores_gemma":[0.99974364,0.000026326055,0.000019296314,0.00013597,0.0000476658,0.000027107135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184957,0.00010415102,0.00010304419,0.00006572075,0.000033673234,0.000008894064,0.00006410368,0.000059225804,0.000058741116],"category_scores_gemma":[0.000023914936,0.00009672487,0.000030447089,0.0001650571,0.000014869787,0.000071766925,0.0000057148213,0.00008753582,0.00006120446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110785055,0.00013997173,0.00064757076,0.00013782099,0.0001232751,9.93725e-7,0.00049411226,0.00007444512,0.5866561,0.15627441,0.1992171,0.0561234],"study_design_scores_gemma":[0.0016685706,0.00008998622,0.001354742,0.000043304328,0.000021055712,0.0000044254903,0.00003015089,0.00757156,0.74119705,0.0013161442,0.246377,0.00032600452],"about_ca_topic_score_codex":5.375328e-7,"about_ca_topic_score_gemma":3.9274063e-8,"teacher_disagreement_score":0.9686221,"about_ca_system_score_codex":0.00006348101,"about_ca_system_score_gemma":0.0000048716297,"threshold_uncertainty_score":0.39443257},"labels":[],"label_agreement":null},{"id":"W2070066958","doi":"10.1039/c2lc40891k","title":"Growth and positioning of adipose-derived stem cells in microfluidic devices","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"St. Boniface Hospital; Winnipeg Regional Health Authority; National Research Council Institute for Biodiagnostics; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Manitoba Medical Service Foundation","keywords":"Homing (biology); Stem cell; Epidermal growth factor; Microfluidics; Cell biology; Adipose tissue; Cell; Biology; Chemistry; Cell culture; Medicine; Materials science; Internal medicine; Nanotechnology; Biochemistry","score_opus":0.016332664749458603,"score_gpt":0.24564325447649135,"score_spread":0.22931058972703275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070066958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954261,0.0021197805,0.00008356486,0.0000389263,0.00008505852,0.00007558618,0.0000035949438,0.00005080273,0.0021165719],"genre_scores_gemma":[0.9992104,0.0001841,0.0004869783,0.0000404606,0.000038828595,0.00000495375,0.0000012146234,0.000016515636,0.00001651926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993566,0.000037828104,0.00013641424,0.00007980055,0.00014366543,0.0002456518],"domain_scores_gemma":[0.99966466,0.00012827771,0.000015004859,0.00008834368,0.00001062624,0.00009308118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364317,0.00007232473,0.000109328656,0.000111062334,0.000016988615,0.000012368046,0.000088232315,0.000058133966,0.000024656278],"category_scores_gemma":[0.000020042513,0.00006879231,0.000014823987,0.00016145842,0.000033726516,0.000061295665,0.000037866437,0.0001588764,0.00002680753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010189333,0.000038097336,0.029934023,0.00034990182,0.000019621908,0.0000028349302,0.00072618126,0.0000053043595,0.96452826,0.00087214325,0.0001132473,0.0034001688],"study_design_scores_gemma":[0.0002708899,0.000031854877,0.10071888,0.00019448441,0.000004201392,0.0000023499556,0.000048667447,0.00035247894,0.89788014,0.00003255241,0.00036883415,0.00009466481],"about_ca_topic_score_codex":0.000027324779,"about_ca_topic_score_gemma":0.000002209219,"teacher_disagreement_score":0.07078485,"about_ca_system_score_codex":0.000022229253,"about_ca_system_score_gemma":0.0000064167652,"threshold_uncertainty_score":0.28052688},"labels":[],"label_agreement":null},{"id":"W2070413825","doi":"10.1039/c3lc50075f","title":"Bubble gate for in-plane flow control","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":20,"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 New Brunswick; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Microchannel; Materials science; Wafer; Gate valve; Optoelectronics; Mechanics; Nanotechnology; Mechanical engineering; Physics; Engineering","score_opus":0.008850227355224546,"score_gpt":0.21717544948725181,"score_spread":0.20832522213202725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070413825","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":[0.33872437,0.00023474869,0.61644626,0.0009596205,0.000621491,0.001983313,0.00012242155,0.0010057626,0.039902017],"genre_scores_gemma":[0.99644685,0.0000033524411,0.0020051543,0.00073826086,0.00006780969,0.000220936,0.00006305257,0.000023665716,0.00043094787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994825,0.000005095174,0.00017239313,0.00009899778,0.00005577808,0.00018522516],"domain_scores_gemma":[0.99975646,0.000029684332,0.000017604993,0.00012973376,0.00005104664,0.000015474681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122618,0.00009904459,0.000118947704,0.00009401024,0.000018226508,0.00001681648,0.000077899516,0.00006165905,0.00011865373],"category_scores_gemma":[0.000018508474,0.00009219442,0.000018446412,0.00019137395,0.000013963685,0.00006428264,0.0000051874745,0.000108697146,0.00013173207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006352105,0.00008237477,0.0005825157,0.00018803793,0.000057297515,0.0000051574357,0.000311349,0.0005126193,0.72097814,0.06290771,0.1354251,0.07888619],"study_design_scores_gemma":[0.003984981,0.00027869325,0.006438715,0.00014488924,0.000011558242,0.000008995809,0.000054453125,0.056854967,0.80415016,0.017677493,0.109740205,0.0006548882],"about_ca_topic_score_codex":0.000011620675,"about_ca_topic_score_gemma":7.3111465e-7,"teacher_disagreement_score":0.6577225,"about_ca_system_score_codex":0.000053880438,"about_ca_system_score_gemma":0.0000066868447,"threshold_uncertainty_score":0.37595794},"labels":[],"label_agreement":null},{"id":"W2071571360","doi":"10.1039/c5lc00234f","title":"Micromilling: a method for ultra-rapid prototyping of plastic microfluidic devices","year":2015,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":522,"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":"National Human Genome Research Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Cancer Institute; Bill and Melinda Gates Foundation","keywords":"Rapid prototyping; Microfluidics; Materials science; Nanotechnology; Process engineering; Computer science; Embedded system; Engineering; Composite material","score_opus":0.09345159686624427,"score_gpt":0.3864646953031178,"score_spread":0.2930130984368735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071571360","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":[0.000014103404,0.99030966,0.0054527144,0.0000064952465,0.00041256644,0.0025102831,0.00014341273,0.00014976134,0.0010010211],"genre_scores_gemma":[0.0000072996027,0.9835139,0.015051883,0.000014242926,0.00028604624,0.00080519106,0.00007015367,0.00016812122,0.00008316218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976166,0.00019672005,0.0007780391,0.00042683573,0.00041372917,0.00056807965],"domain_scores_gemma":[0.99682474,0.0022010969,0.00017405358,0.0004574608,0.000120008364,0.00022263994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016437626,0.00045802904,0.0015785099,0.00041018045,0.000040198393,0.00004057262,0.0006932999,0.00046267014,0.000062314386],"category_scores_gemma":[0.001181516,0.00037135032,0.0004821716,0.00055422523,0.00007052654,0.000028631255,0.000055074644,0.0007014689,0.00012189107],"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":[0.000014100898,0.000031145944,7.690484e-7,0.08222768,0.00028954505,0.0000022960455,0.00005430733,0.00000289212,0.00028869786,0.000095006995,0.0018334847,0.91516006],"study_design_scores_gemma":[0.00027151612,0.00012409885,0.0000014533038,0.018003996,0.00021328888,0.000008402223,0.0000044333756,0.00029818222,0.001178469,0.000048629823,0.979515,0.00033253213],"about_ca_topic_score_codex":0.0000056114704,"about_ca_topic_score_gemma":7.4510183e-7,"teacher_disagreement_score":0.9776815,"about_ca_system_score_codex":0.00017046325,"about_ca_system_score_gemma":0.00027590318,"threshold_uncertainty_score":0.9998738},"labels":[],"label_agreement":null},{"id":"W2071619770","doi":"10.1039/b613414a","title":"Maze exploration and learning in C. elegans","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":140,"is_retracted":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":"University of Minnesota","keywords":"Caenorhabditis elegans; Mutant; Biology; Wild type; Neuroscience; Genetics","score_opus":0.008773693406475203,"score_gpt":0.2147136926626252,"score_spread":0.20593999925614997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071619770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958117,0.00022367723,0.0015516793,0.00036352326,0.00005014046,0.00007152647,0.0000015057918,0.000013472269,0.0019127763],"genre_scores_gemma":[0.99724555,0.00009898078,0.00046622995,0.0002705734,0.00015297763,0.0000066182233,0.000055948392,0.000014346799,0.0016887543],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994594,0.00004991044,0.00009833607,0.00019699326,0.00006209483,0.00013329058],"domain_scores_gemma":[0.9998129,0.000005572979,0.000028711918,0.00011470925,0.000014030963,0.000024095682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010831789,0.00008420614,0.00006859254,0.000032717606,0.00003697814,0.000024063738,0.00004896292,0.00007701726,0.0000073792153],"category_scores_gemma":[0.000024545101,0.00008621269,0.000017055172,0.000040320683,0.000024301742,0.0000028775721,0.000025856278,0.000102560574,0.0000108284385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077080535,0.00016999265,0.04779781,0.000034071858,0.000013157934,0.000010492267,0.0013988627,0.0074711256,0.93459386,0.0017802289,0.0011577868,0.005495523],"study_design_scores_gemma":[0.0026656517,0.0011667421,0.18889028,0.000051882045,0.000024927615,0.000023057408,0.000559075,0.0026090306,0.67372423,0.005107775,0.12430829,0.0008690485],"about_ca_topic_score_codex":0.000096336786,"about_ca_topic_score_gemma":0.0004056421,"teacher_disagreement_score":0.26086962,"about_ca_system_score_codex":0.000006047108,"about_ca_system_score_gemma":0.000012796997,"threshold_uncertainty_score":0.35156515},"labels":[],"label_agreement":null},{"id":"W2072699983","doi":"10.1039/c3lc41417e","title":"Lung assist device: development of microfluidic oxygenators for preterm infants with respiratory failure","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":65,"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":"Oxygenator; Artificial lung; Membrane oxygenator; Materials science; Biomedical engineering; Microfluidics; Pressure drop; Extracorporeal membrane oxygenation; Nanotechnology; Surgery; Anesthesia; Medicine","score_opus":0.014483917921069537,"score_gpt":0.22824992854465365,"score_spread":0.2137660106235841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072699983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657804,0.000558839,0.0011840996,0.000021254296,0.000111618705,0.00070273335,0.000013878181,0.00016775752,0.00066175306],"genre_scores_gemma":[0.99593353,0.0000010506727,0.0034612247,0.00023692883,0.000036288955,0.00022458183,0.000012762122,0.00006238896,0.000031229574],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998774,0.000021815351,0.00039799942,0.000251726,0.00024057715,0.0003139113],"domain_scores_gemma":[0.9992921,0.00006433516,0.000083938794,0.0003344235,0.00007875261,0.00014645452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017570649,0.00022617733,0.00028056884,0.000104183324,0.0000604495,0.0000303697,0.00022774635,0.00012656901,0.00019375789],"category_scores_gemma":[0.00002628816,0.00018759901,0.000054069442,0.0001645656,0.000023102073,0.00013386381,0.000025456131,0.00014180462,0.00006386395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030320825,0.0003848106,0.27333224,0.009005816,0.002019615,0.00003271237,0.005374251,0.00043459758,0.6338746,0.003996303,0.03521742,0.036024455],"study_design_scores_gemma":[0.0021199358,0.00022744338,0.1918061,0.0006757945,0.00008320837,0.000006322403,0.00018580776,0.0017132288,0.70047915,0.00014670962,0.101481676,0.0010746554],"about_ca_topic_score_codex":0.0000026317407,"about_ca_topic_score_gemma":0.000021294642,"teacher_disagreement_score":0.08152614,"about_ca_system_score_codex":0.000079350575,"about_ca_system_score_gemma":0.00007741444,"threshold_uncertainty_score":0.76500654},"labels":[],"label_agreement":null},{"id":"W2073500029","doi":"10.1039/b600584e","title":"High fidelity, high yield production of microfluidic devices by hot embossing lithography: rheology and stiction","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanofabrication and Lithography Techniques","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":"Micralyne; National Research Council Canada","funders":"National Science Council; Trinity College Dublin","keywords":"Thermoforming; Embossing; Materials science; Microfluidics; Stiction; Thermoplastic; Lithography; Fabrication; Nanotechnology; Soft lithography; Microfabrication; Rheology; Microelectromechanical systems; Polymer; Composite material; Optoelectronics","score_opus":0.00681894029373431,"score_gpt":0.20715674486757857,"score_spread":0.20033780457384426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073500029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897707,0.0029989572,0.0054912656,0.00017876943,0.00030064187,0.00018436719,0.000020194468,0.0004890248,0.000566093],"genre_scores_gemma":[0.9959659,0.000489781,0.0032123076,0.00006397818,0.0000923281,0.000020425692,0.000037941154,0.000019654102,0.000097660115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992431,0.00003430546,0.0002594174,0.0002099831,0.00010108841,0.00015211907],"domain_scores_gemma":[0.999629,0.000036627196,0.000067451874,0.0001895297,0.000046019806,0.000031333322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013805312,0.00013813126,0.0001767498,0.00023412409,0.000058920432,0.000024109373,0.0000674919,0.00010459156,0.00001886731],"category_scores_gemma":[0.00001538076,0.00013634404,0.000043027372,0.00036342407,0.000077181576,0.00009229013,0.000011513499,0.000117355135,0.0000016868873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008010768,0.00024021539,0.04050858,0.00041108966,0.00009281787,0.0000018005425,0.00018625814,0.00014038268,0.8561795,0.036479466,0.039684612,0.02599521],"study_design_scores_gemma":[0.00034676626,0.00020330316,0.3112499,0.00017996287,0.00006395068,0.000013953767,0.00003338611,0.00021306092,0.66586435,0.0029540223,0.018481364,0.00039596445],"about_ca_topic_score_codex":0.0005864786,"about_ca_topic_score_gemma":0.000023719325,"teacher_disagreement_score":0.27074134,"about_ca_system_score_codex":0.000013688153,"about_ca_system_score_gemma":0.00000524869,"threshold_uncertainty_score":0.5559948},"labels":[],"label_agreement":null},{"id":"W2074519556","doi":"10.1039/c2lc40647k","title":"Droplet sensing by measuring the capacitance between coplanar electrodes in a digital microfluidic system","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Capacitance; Electrode; Capacitance probe; Microfluidics; Materials science; Volume (thermodynamics); Differential capacitance; Optoelectronics; Analytical Chemistry (journal); Chemistry; Nanotechnology; Physics; Thermodynamics; Chromatography","score_opus":0.008618348716625346,"score_gpt":0.1828830721971503,"score_spread":0.17426472348052496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074519556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786944,0.018017193,0.0006996995,0.00012682815,0.00011374312,0.00014174217,0.000025014186,0.0010039841,0.001177441],"genre_scores_gemma":[0.9995239,0.00016338579,0.000042388423,0.00004223424,0.00011453739,0.0000075184985,0.000011354999,0.00004606833,0.000048641898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988062,0.000022957092,0.00021389214,0.00016150551,0.00013754364,0.00065791456],"domain_scores_gemma":[0.9995146,0.0001059882,0.0000325295,0.00028687643,0.00001250347,0.000047527847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027347024,0.00020721665,0.00022285836,0.00009490298,0.00009323969,0.0000653977,0.00020157236,0.00011758625,8.1218957e-7],"category_scores_gemma":[0.000051379793,0.00016489252,0.000043067655,0.00027920693,0.00004710566,0.00012692357,0.000016303326,0.00043688365,0.00004449654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007735314,0.000014569986,0.016834969,0.00010644242,0.000054036824,0.000006247548,0.0005774685,0.0000045800693,0.96221405,0.0005932869,0.009882503,0.009704129],"study_design_scores_gemma":[0.00022900083,0.00003173883,0.00143059,0.0002183108,0.000012848199,0.000047140074,0.0003600687,0.000023600449,0.98936886,0.00005263454,0.007965901,0.0002593027],"about_ca_topic_score_codex":0.00003030003,"about_ca_topic_score_gemma":0.000003884515,"teacher_disagreement_score":0.027154831,"about_ca_system_score_codex":0.00024343752,"about_ca_system_score_gemma":0.000009985163,"threshold_uncertainty_score":0.6724122},"labels":[],"label_agreement":null},{"id":"W2074927929","doi":"10.1039/c4lc01014k","title":"An osmolyte-based micro-volume ultrafiltration technique","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Ultrafiltration (renal); Osmolyte; Volume (thermodynamics); Chromatography; Chemistry; Biochemistry; Thermodynamics; Physics","score_opus":0.0045079865981875475,"score_gpt":0.19618949515023812,"score_spread":0.19168150855205057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074927929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82287645,0.00089346437,0.16375996,0.00024168874,0.00008000511,0.0005094514,0.000020843197,0.0010649136,0.010553208],"genre_scores_gemma":[0.9979247,0.00032286957,0.0008429734,0.00043234118,0.00009975305,0.00014982666,0.00008704599,0.00003795356,0.000102525824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993888,0.000034752342,0.00013339617,0.00017128693,0.00008664638,0.00018509621],"domain_scores_gemma":[0.99949205,0.000019351733,0.000018021012,0.00037969896,0.000019311268,0.000071559734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011915693,0.00012711142,0.000102762824,0.00006214617,0.0000663045,0.00003110154,0.00014950926,0.00009053975,0.00012774557],"category_scores_gemma":[0.0000068055833,0.00012934573,0.000037182686,0.00014767735,0.00001967653,0.00004044329,0.000002325197,0.00013494045,0.0001706059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056351932,0.000035969268,0.00011430057,0.0000137157085,0.0000042770876,2.9943334e-7,0.000021909462,0.0001630156,0.98071617,0.0025991416,0.015231175,0.0010943691],"study_design_scores_gemma":[0.00016103788,0.000121323435,0.0014336797,0.000011721747,0.0000073019432,0.0000032448427,0.000003909502,0.0036508087,0.9032411,0.00039003746,0.09079771,0.00017810812],"about_ca_topic_score_codex":0.000007692258,"about_ca_topic_score_gemma":0.0000025869922,"teacher_disagreement_score":0.17504825,"about_ca_system_score_codex":0.000038942857,"about_ca_system_score_gemma":0.000014369558,"threshold_uncertainty_score":0.5274566},"labels":[],"label_agreement":null},{"id":"W2075033053","doi":"10.1039/c2lc40652g","title":"Microspheres as resistive elements in a check valve for low pressure and low flow rate conditions","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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; Canada Research Chairs","keywords":"Micropump; Volumetric flow rate; Check valve; Materials science; Microsphere; Volume (thermodynamics); Resistive touchscreen; Flow (mathematics); Biomedical engineering; Fluidics; Diffusion; Nanotechnology; Engineering; Electrical engineering; Mechanical engineering; Mechanics; Chemical engineering","score_opus":0.006146239275851325,"score_gpt":0.22870324643076195,"score_spread":0.22255700715491064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075033053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97757506,0.019240223,0.00018159418,0.000081352635,0.00007050116,0.0006306051,0.00026078787,0.00007966154,0.0018801937],"genre_scores_gemma":[0.9951521,0.0031401196,0.00022639117,0.0002090419,0.000086183376,0.00035674064,0.00011097127,0.000033895103,0.0006845665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99929255,0.00002268476,0.00016344564,0.00015378842,0.00005770007,0.00030985364],"domain_scores_gemma":[0.9996458,0.00006039904,0.000025544901,0.00016475291,0.000021211259,0.000082250044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011413172,0.00013804987,0.00014162048,0.00003801476,0.000076534314,0.000023343773,0.000076297256,0.00007340113,0.00016569912],"category_scores_gemma":[0.000023266095,0.00013893968,0.00004733888,0.00011311781,0.000027586648,0.00006349614,0.000014079719,0.000108639055,0.00005480044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008341598,0.00020395764,0.0017325938,0.0002652284,0.00023953858,0.0000011309918,0.0008677099,0.00011358204,0.8125373,0.008644889,0.17483957,0.0004710537],"study_design_scores_gemma":[0.0041097505,0.00030803788,0.11812971,0.00034412567,0.00029285232,0.000012764765,0.00046944173,0.004010718,0.6223156,0.0049782023,0.24391694,0.0011118567],"about_ca_topic_score_codex":0.000011184416,"about_ca_topic_score_gemma":0.000013098616,"teacher_disagreement_score":0.19022174,"about_ca_system_score_codex":0.000029286528,"about_ca_system_score_gemma":0.000015261616,"threshold_uncertainty_score":0.5665796},"labels":[],"label_agreement":null},{"id":"W2075133500","doi":"10.1039/c2lc21045b","title":"Cell separation based on size and deformability using microfluidic funnel ratchets","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":228,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Filtration (mathematics); Funnel; Ratchet; Sorting; Cell size; Materials science; Cell sorting; Filter (signal processing); Mechanism (biology); Biological system; Nanotechnology; Mechanics; Chemistry; Computer science; Mechanical engineering; Cell; Physics; Biology; Engineering; Work (physics); Mathematics","score_opus":0.016786817243250606,"score_gpt":0.23090412815382805,"score_spread":0.21411731091057745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075133500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508315,0.0015004382,0.0015043505,0.00009556076,0.0002130451,0.00013635526,0.000009297673,0.00045292403,0.0010048928],"genre_scores_gemma":[0.99797285,0.00010651436,0.001589839,0.00021428667,0.000058528552,0.0000024405265,0.000005488741,0.000020711432,0.000029322813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931246,0.000025420886,0.00014399822,0.00014266261,0.00009148439,0.00028398845],"domain_scores_gemma":[0.99956715,0.000080207305,0.000024042807,0.00025705787,0.0000133010135,0.000058254518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018644144,0.00016664185,0.00014046153,0.000055535947,0.0000761152,0.00002480708,0.000063462096,0.00015131789,0.000018920151],"category_scores_gemma":[0.000040564064,0.00014228077,0.000035602425,0.000114616596,0.00004896474,0.00008437291,0.000021878453,0.00016925612,0.00003541027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003474948,0.00007497568,0.0036094182,0.000085116175,0.000005642545,0.0000013221028,0.00015954985,0.00012436368,0.9915703,0.000069480106,0.0032470997,0.0010179651],"study_design_scores_gemma":[0.00045188173,0.00006968868,0.007749732,0.000043000662,0.000016039567,0.0000056567037,0.000069379326,0.008971801,0.9791969,0.00008078445,0.0030980061,0.00024711541],"about_ca_topic_score_codex":0.000011801848,"about_ca_topic_score_gemma":7.069273e-7,"teacher_disagreement_score":0.012373404,"about_ca_system_score_codex":0.00008257578,"about_ca_system_score_gemma":0.00001154386,"threshold_uncertainty_score":0.5802041},"labels":[],"label_agreement":null},{"id":"W2075206328","doi":"10.1039/c2lc40550d","title":"Blood compatible microfluidic system for pharmacokinetic studies in small animals","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Microfluidics; Biomedical engineering; Materials science; Blood volume; Photoresist; Volume (thermodynamics); Detector; Fluidics; Nanotechnology; Optoelectronics; Electrical engineering; Engineering","score_opus":0.10144000082556774,"score_gpt":0.3505759743849953,"score_spread":0.24913597355942757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075206328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841499,0.012805087,0.00012444645,0.0000638725,0.00051472156,0.00040289242,0.000011089367,0.00022375873,0.0017042822],"genre_scores_gemma":[0.99838626,0.00031692683,0.0007679335,0.000040203773,0.00023858296,0.0001274314,0.0000029106145,0.000036122045,0.00008361813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893683,0.00004093968,0.0002249189,0.00013257255,0.00014452558,0.0005202137],"domain_scores_gemma":[0.9993307,0.00034227065,0.000018308201,0.00015421484,0.00003218166,0.00012230608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006189545,0.00013338718,0.00022691378,0.00014878467,0.00003306258,0.0000144987725,0.00018194143,0.00005557498,0.000018977214],"category_scores_gemma":[0.00013303157,0.000119300865,0.0000398535,0.00023629835,0.00004581307,0.00002621951,0.00005327192,0.00018569996,0.0001023741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014983158,0.00056924095,0.046823367,0.012013903,0.0006772722,0.00004262965,0.0036177638,0.00031156148,0.9038463,0.005704698,0.0147805475,0.011462832],"study_design_scores_gemma":[0.0044460907,0.00030491405,0.023201283,0.0014636035,0.00009325488,0.000027226552,0.00059031387,0.005727687,0.9330791,0.00012913346,0.030306706,0.0006306736],"about_ca_topic_score_codex":0.00000931934,"about_ca_topic_score_gemma":0.0000027424217,"teacher_disagreement_score":0.029232763,"about_ca_system_score_codex":0.00009226469,"about_ca_system_score_gemma":0.000008766939,"threshold_uncertainty_score":0.4864948},"labels":[],"label_agreement":null},{"id":"W2076374205","doi":"10.1039/c3lc00003f","title":"Double nanohole optical trapping: dynamics and protein-antibody co-trapping","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Trapping; Optical tweezers; Bovine serum albumin; Nanoparticle; Microfluidics; Chemical physics; Nanoscopic scale; Materials science; Polystyrene; Particle (ecology); Nanotechnology; Molecular physics; SPHERES; Dynamics (music); Optoelectronics; Chemistry; Optics; Physics; Polymer","score_opus":0.00950237568341664,"score_gpt":0.2533551523391146,"score_spread":0.24385277665569796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076374205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8850414,0.000017223967,0.0008952816,0.000789347,0.0000669688,0.0005251213,0.000014399073,0.000050307877,0.112599954],"genre_scores_gemma":[0.9943503,8.8758077e-7,0.00064714585,0.00008368528,0.00015674709,0.000074072,0.00006703813,0.00002929515,0.0045908075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900055,0.000017643975,0.0001917446,0.00027621436,0.00017499013,0.00033883925],"domain_scores_gemma":[0.99950886,0.000024969077,0.00005931144,0.00023784174,0.000034205048,0.00013478783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007882091,0.00019136089,0.00019025449,0.000050873405,0.00012128581,0.00018187251,0.00013256857,0.00005350603,0.00035693365],"category_scores_gemma":[0.0000030417739,0.00017240916,0.000062537954,0.000103508784,0.00008842243,0.00013421729,0.000055044326,0.00022301878,0.00029561378],"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":[0.000038236492,0.000503457,0.011674913,0.00007130568,0.00013847307,0.000005864817,0.0004277999,0.00002486142,0.057386596,0.9207185,0.0005484093,0.008461568],"study_design_scores_gemma":[0.02462679,0.0033065635,0.082462676,0.0016406291,0.0003828234,0.00004638362,0.007620329,0.07007181,0.6127362,0.14055324,0.04941652,0.007136007],"about_ca_topic_score_codex":0.000078721474,"about_ca_topic_score_gemma":0.0000019114398,"teacher_disagreement_score":0.78016526,"about_ca_system_score_codex":0.000025870895,"about_ca_system_score_gemma":0.000023440905,"threshold_uncertainty_score":0.70306414},"labels":[],"label_agreement":null},{"id":"W2077321573","doi":"10.1039/c4lc00379a","title":"Three-dimensional parallelization of microfluidic droplet generators for a litre per hour volume production of single emulsions","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":152,"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":"Dispersity; Stack (abstract data type); Microfluidics; Fabrication; Materials science; Stacking; Emulsion; Volume (thermodynamics); Settling; Crystallization; Volumetric flow rate; Optoelectronics; Nanotechnology; Chemical engineering; Mechanics; Computer science; Chemistry; Polymer chemistry; Engineering","score_opus":0.01420734098537814,"score_gpt":0.22243966179573538,"score_spread":0.20823232081035722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077321573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66878784,0.00017746058,0.33007625,0.00011495299,0.00028298178,0.0002994845,0.000031163305,0.000119198325,0.00011068196],"genre_scores_gemma":[0.9916283,0.000007027703,0.0077548376,0.00009076943,0.00014759059,0.000039963834,0.00019188703,0.00003757711,0.00010202789],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991566,0.000015107025,0.00036448435,0.00017698247,0.00014290324,0.00014391802],"domain_scores_gemma":[0.99933153,0.00001999363,0.00010527159,0.00023199241,0.00029260747,0.00001860034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022899477,0.00013897537,0.00019788188,0.00016799833,0.000047142596,0.000006477814,0.00008452436,0.000097694065,0.000026887448],"category_scores_gemma":[0.00008678434,0.00013339178,0.00005455226,0.00034645855,0.00004809856,0.00006385198,0.000016883292,0.00008064307,0.000005541797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027017099,0.000080118094,0.0002742956,0.000106647676,0.000022686014,6.592198e-8,0.0001475256,0.00018763756,0.9595144,0.0070757256,0.026146429,0.006417485],"study_design_scores_gemma":[0.0002997923,0.00021295682,0.001085735,0.000084055246,0.000016604776,0.000002593493,0.000017777185,0.003046864,0.9845353,0.0016361955,0.008914488,0.00014767067],"about_ca_topic_score_codex":0.0000060457055,"about_ca_topic_score_gemma":0.0000018613434,"teacher_disagreement_score":0.3228405,"about_ca_system_score_codex":0.000052336796,"about_ca_system_score_gemma":0.000017852739,"threshold_uncertainty_score":0.54395586},"labels":[],"label_agreement":null},{"id":"W2078007612","doi":"10.1039/c002646h","title":"Dynamic electrical response of colloidal micro-spheres in compliant micro-channels from optical tweezers velocimetry","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McGill University","funders":"","keywords":"Electrokinetic phenomena; Electrophoresis; Particle image velocimetry; Fluidics; Materials science; Particle (ecology); Velocimetry; Optical tweezers; Electrolyte; Zeta potential; Nanotechnology; Microfluidics; Mechanics; Chemistry; Chemical physics; Optics; Physics; Nanoparticle; Electrical engineering; Engineering","score_opus":0.0082431581628348,"score_gpt":0.2210680530270213,"score_spread":0.2128248948641865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078007612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979256,0.00047466691,0.00028467734,0.00021763507,0.0003586734,0.00015164148,0.00005426514,0.0003407462,0.00019211121],"genre_scores_gemma":[0.988236,0.000049310664,0.0115137305,0.00006668823,0.000024008526,0.000003788913,0.000013055642,0.000036359786,0.000057071782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988363,0.000044418535,0.00032515635,0.00027011964,0.00014401002,0.0003800146],"domain_scores_gemma":[0.9991863,0.0003259088,0.000038429273,0.0003606607,0.000024875206,0.000063840576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016441307,0.00022459294,0.0003493176,0.00020151409,0.000031553333,0.000025247638,0.00029897233,0.00036529344,0.00005419014],"category_scores_gemma":[0.00020705274,0.00020865674,0.000076712364,0.0004002995,0.00017407675,0.00002812267,0.00006697166,0.00069451303,0.000060401722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031043123,0.000077505945,0.0015639948,0.000013787888,0.000026039808,0.00003674153,0.00006922087,0.000038311886,0.99396014,0.0001338083,0.0019016664,0.0018683784],"study_design_scores_gemma":[0.00072927255,0.00012932847,0.018876612,0.000068945985,0.000011873403,0.000016647264,0.00013935815,0.0029320347,0.97542626,0.00037787223,0.0010164686,0.0002753038],"about_ca_topic_score_codex":0.000092160546,"about_ca_topic_score_gemma":0.000062168045,"teacher_disagreement_score":0.01853383,"about_ca_system_score_codex":0.00008684532,"about_ca_system_score_gemma":0.000038039543,"threshold_uncertainty_score":0.8508775},"labels":[],"label_agreement":null},{"id":"W2079174755","doi":"10.1039/c3lc51185e","title":"Lab-in-a-pen: a diagnostics format familiar to patients for low-resource settings","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":27,"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 Ontario Institute of Technology; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Grand Challenges Canada","keywords":"Resource (disambiguation); Computer science; Engineering","score_opus":0.0042445487771064555,"score_gpt":0.18998323751085586,"score_spread":0.1857386887337494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079174755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139947,0.000007835239,0.0020570012,0.00019112909,0.00017854251,0.00027918583,0.000031965814,0.00014272332,0.0057121753],"genre_scores_gemma":[0.9980651,0.000011167699,0.0003489122,0.0012452542,0.0001092786,0.000026570287,0.00001284203,0.000029272158,0.0001515985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934494,0.000011756533,0.00015900128,0.00013233462,0.00010329519,0.00024869302],"domain_scores_gemma":[0.99958026,0.00015625636,0.000015050046,0.00013691066,0.000020933669,0.00009056705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097156095,0.00011590617,0.00013401365,0.000069228765,0.0000341979,0.00002537554,0.000076648146,0.00007263316,0.0000046671594],"category_scores_gemma":[0.0002519487,0.00010630431,0.000046574834,0.00013209645,0.0000070361652,0.000034168672,0.000017645778,0.00011057115,0.00011155809],"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":[0.000604006,0.0012106303,0.019092405,0.0024272318,0.00016143611,0.000011244279,0.0044398657,0.067243814,0.00891728,0.015564567,0.20050968,0.67981786],"study_design_scores_gemma":[0.002379442,0.0006832064,0.03995278,0.0004337157,0.00002702025,8.722282e-7,0.0000661457,0.31663164,0.018781979,0.00077106385,0.6195794,0.00069277285],"about_ca_topic_score_codex":0.00000663804,"about_ca_topic_score_gemma":0.000024899575,"teacher_disagreement_score":0.6791251,"about_ca_system_score_codex":0.000039964398,"about_ca_system_score_gemma":0.000001576192,"threshold_uncertainty_score":0.43349642},"labels":[],"label_agreement":null},{"id":"W2079191152","doi":"10.1039/c4lc01095g","title":"Interplay of physical mechanisms and biofilm processes: review of microfluidic methods","year":2014,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"National Center for Advancing Translational Sciences; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Indiana Clinical and Translational Sciences Institute","keywords":"Biofilm; Nanotechnology; Biochemical engineering; Microfluidics; Microfluidic chip; Biology; Engineering; Materials science; Bacteria","score_opus":0.01908218881292416,"score_gpt":0.3495514411268054,"score_spread":0.33046925231388125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079191152","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":[0.00017384083,0.99866337,0.00022651418,0.000015721364,0.00011558102,0.00038972584,0.000088936526,0.0000055776436,0.00032073795],"genre_scores_gemma":[0.000051954445,0.9959605,0.003281846,0.00021241739,0.00015497928,0.000013097063,0.00020838021,0.000042582396,0.000074293595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984747,0.00032289771,0.0005166774,0.0004232901,0.000090419104,0.00017199075],"domain_scores_gemma":[0.9988027,0.00007096002,0.0005319068,0.00043715478,0.00009523574,0.00006204853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044533683,0.0003366008,0.0015800737,0.000056764657,0.000019427585,0.000008527276,0.0002008304,0.0002767915,0.000009187937],"category_scores_gemma":[0.00028681025,0.00024157164,0.0003228775,0.00015108894,0.00009260519,0.0000015795029,0.00014966447,0.00014138961,0.0000033891981],"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":[0.0000138837195,0.00005258124,7.616029e-8,0.17050402,0.00011277422,5.002275e-7,0.000009271797,1.922326e-9,0.31225076,0.0002902266,0.00035541537,0.51641047],"study_design_scores_gemma":[0.00009399792,0.00045486097,1.6468236e-7,0.06648673,0.00032602236,0.000019493802,0.0000017120827,2.2986042e-7,0.1674067,0.000017665197,0.76498574,0.00020669257],"about_ca_topic_score_codex":0.0000041946596,"about_ca_topic_score_gemma":5.4805645e-7,"teacher_disagreement_score":0.7646303,"about_ca_system_score_codex":0.0000058135697,"about_ca_system_score_gemma":0.00013883182,"threshold_uncertainty_score":0.98510057},"labels":[],"label_agreement":null},{"id":"W2079210721","doi":"10.1039/c5lc00226e","title":"Size and deformability based separation of circulating tumor cells from castrate resistant prostate cancer patients using resettable cell traps","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Prostate Cancer Canada","keywords":"Cell; Circulating tumor cell; Prostate cancer; Separation (statistics); Cancer; Cancer cell; Cancer research; Chemistry; Biology; Computer science; Medicine; Internal medicine; Biochemistry; Metastasis","score_opus":0.03824423994708837,"score_gpt":0.3016209292113665,"score_spread":0.26337668926427815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079210721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794126,0.00022772269,0.000012412418,0.000050317656,0.00012426337,0.0004881623,0.0004722041,0.0000144982205,0.00066919014],"genre_scores_gemma":[0.9974916,0.000008367598,0.0021226138,0.00018084596,0.0000442441,0.000013046751,0.000046370875,0.000018220555,0.000074685515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988307,0.00007268017,0.0003250486,0.00026290354,0.00030359742,0.0002051214],"domain_scores_gemma":[0.999179,0.000068029214,0.00020058012,0.00021438012,0.00016812792,0.00016984917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002788995,0.00013455383,0.0002899528,0.000039496197,0.00004785696,0.00001929019,0.000032425472,0.00003878375,0.000051974166],"category_scores_gemma":[0.00005989988,0.00011305214,0.00004733697,0.00015825777,0.000045713216,0.00007905167,0.000014997642,0.00011514681,0.0000015370028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004095858,0.0006180445,0.062234294,0.0007456906,0.00004695778,0.000029200844,0.0023904468,0.0017648054,0.92577904,0.000004831259,0.0002562761,0.0020345224],"study_design_scores_gemma":[0.01027362,0.00105399,0.0749039,0.00054737914,0.0002884113,0.0000020199898,0.00047811915,0.007890675,0.9025386,0.00013137591,0.0015751225,0.00031680908],"about_ca_topic_score_codex":0.0044320067,"about_ca_topic_score_gemma":0.00040825456,"teacher_disagreement_score":0.023240492,"about_ca_system_score_codex":0.00017470577,"about_ca_system_score_gemma":0.0003315685,"threshold_uncertainty_score":0.66998976},"labels":[],"label_agreement":null},{"id":"W2079740462","doi":"10.1039/c4lc00487f","title":"Future of portable devices for plant pathogen diagnosis","year":2014,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":103,"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; McGill University and Génome Québec Innovation Centre","funders":"","keywords":"Pathogen; Engineering; Systems engineering; Computer science; Environmental science; Biology; Microbiology","score_opus":0.08294011897653226,"score_gpt":0.31855383703924217,"score_spread":0.23561371806270992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079740462","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":[0.00027609177,0.98527026,6.7611786e-8,0.00015315202,0.00017055271,0.0007907976,0.012751036,0.000028989418,0.0005590253],"genre_scores_gemma":[0.000024651172,0.9963423,0.000023647961,0.000100356796,0.0010293783,0.00048089566,0.0017226188,0.0000020477908,0.00027408308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858063,0.00012610355,0.00034086828,0.00034453036,0.00026514145,0.00034269638],"domain_scores_gemma":[0.9981536,0.0013462764,0.000288082,0.00008079543,0.00004761319,0.00008358569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035674687,0.00027204942,0.0011736465,0.000021981541,0.00013196823,0.000030100324,0.0004448235,0.00020637203,0.00009740527],"category_scores_gemma":[0.00012187959,0.000077257224,0.00038124123,0.00021687649,0.00003376506,0.000026419284,0.00009247818,0.00016727099,0.00004373349],"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":[0.000011165295,0.000061474275,0.000043274467,0.004005863,0.0000874267,0.0000038944236,0.000007769574,3.2412117e-8,0.000039749444,0.00023608124,0.01927163,0.97623163],"study_design_scores_gemma":[0.00003918051,0.0002482539,0.00018859006,0.0026905404,0.000092917006,0.0000027399915,0.000013264817,3.6706814e-7,0.000016148859,0.00004093793,0.99648017,0.00018691567],"about_ca_topic_score_codex":0.000055979286,"about_ca_topic_score_gemma":0.000662059,"teacher_disagreement_score":0.9772085,"about_ca_system_score_codex":0.000018083088,"about_ca_system_score_gemma":0.00001850968,"threshold_uncertainty_score":0.3150458},"labels":[],"label_agreement":null},{"id":"W2080185046","doi":"10.1039/b918291h","title":"Microfluidic devices for cell based high throughput screening","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Throughput; High-throughput screening; Nanotechnology; Computer science; Computational biology; Engineering; Biology; Materials science; Bioinformatics; Telecommunications","score_opus":0.0227492058424153,"score_gpt":0.27441021495262985,"score_spread":0.25166100911021455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080185046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83960897,0.0032245412,0.1304148,0.0031614238,0.0005539187,0.00086295244,0.000050085706,0.0012900386,0.02083327],"genre_scores_gemma":[0.9811104,0.00006345671,0.017285524,0.0010657195,0.0001878903,0.00001703462,0.000020563066,0.0000315752,0.00021782734],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989698,0.000021656375,0.000155671,0.00019747527,0.0002540623,0.00040135797],"domain_scores_gemma":[0.99936086,0.00023801815,0.0000170304,0.00024073542,0.000028882145,0.00011445158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028243443,0.00013395798,0.00014071682,0.00009224111,0.00006732474,0.000048323134,0.00025880337,0.00009630295,0.000100636506],"category_scores_gemma":[0.00009461163,0.00012364813,0.000060805207,0.00019870582,0.000026209316,0.000041586933,0.00001681428,0.00021449172,0.00010015134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035504778,0.00059665384,0.0027751136,0.0015873772,0.00012463567,0.00006296095,0.00045371382,0.0035479686,0.44134063,0.0061641876,0.19570388,0.34728786],"study_design_scores_gemma":[0.0028229326,0.0006380128,0.037135113,0.00035449775,0.000023612693,0.0000018457923,0.000027969727,0.04281296,0.59698826,0.0011481325,0.31740817,0.0006384843],"about_ca_topic_score_codex":0.000011340162,"about_ca_topic_score_gemma":0.0000018017649,"teacher_disagreement_score":0.34664938,"about_ca_system_score_codex":0.00003645442,"about_ca_system_score_gemma":0.00001958791,"threshold_uncertainty_score":0.50422245},"labels":[],"label_agreement":null},{"id":"W2080516847","doi":"10.1039/b713764h","title":"Dynamic temperature measurement in microfluidic devices using thermochromic liquid crystals","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":41,"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","keywords":"Thermochromism; Microfluidics; Temperature cycling; Materials science; Temperature measurement; Analytical Chemistry (journal); Liquid crystal; Optoelectronics; Thermal; Nanotechnology; Chromatography; Chemistry; Thermodynamics","score_opus":0.01564020655810365,"score_gpt":0.21634177680067937,"score_spread":0.20070157024257573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080516847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91618645,0.08257083,0.00006862523,0.000053527605,0.00005977469,0.0002366345,0.000009529539,0.00013955493,0.00067507225],"genre_scores_gemma":[0.9674987,0.032073192,0.000047532758,0.00021301238,0.000036394344,0.000032674852,0.000011940213,0.000050671984,0.00003584452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989243,0.000038784692,0.00025090983,0.00023879512,0.00022238608,0.000324802],"domain_scores_gemma":[0.999557,0.0000113852775,0.000027714328,0.0003052583,0.000034750727,0.000063862855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013844966,0.00021495267,0.00021417114,0.00013106002,0.00011209439,0.000017914159,0.00018211607,0.0001192293,0.000091261696],"category_scores_gemma":[0.000006482862,0.00020519552,0.000060151106,0.00031780583,0.000034399,0.00005020427,0.0000163242,0.00023717139,0.00005422694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022782013,0.000038168826,0.000061440056,0.00003164407,0.000024763263,0.000012877942,0.00022939051,0.000073573785,0.9944958,0.00008328884,0.004885459,0.000040827137],"study_design_scores_gemma":[0.0007716476,0.00012824958,0.0070229727,0.0002097673,0.000026043606,0.00011341306,0.00008668326,0.0009185446,0.9732327,0.000050477138,0.016853776,0.0005857252],"about_ca_topic_score_codex":0.000024096553,"about_ca_topic_score_gemma":0.000019007146,"teacher_disagreement_score":0.051312283,"about_ca_system_score_codex":0.0003310304,"about_ca_system_score_gemma":0.00006526511,"threshold_uncertainty_score":0.8367631},"labels":[],"label_agreement":null},{"id":"W2081278853","doi":"10.1039/c3lc41419a","title":"An enclosed in-gel PCR amplification cassette with multi-target, multi-sample detection for platform molecular diagnostics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","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":"Victoria Hospital; London Health Sciences Centre; Western University; Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Sample (material); Pipette; Gene cassette; Polymerase chain reaction; Chromatography; Biology; DNA; Chemistry","score_opus":0.01984965672456478,"score_gpt":0.25829045849163845,"score_spread":0.23844080176707366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081278853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8975619,0.0000049252894,0.10135838,0.00007950408,0.00009368485,0.0007463064,0.000050321858,0.000040028528,0.0000649651],"genre_scores_gemma":[0.9664746,0.0000074614795,0.03262877,0.000421326,0.000021453232,0.00026376048,0.00007649752,0.000024368584,0.00008178818],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99919415,0.000020727164,0.0001647294,0.00029813658,0.00008165399,0.00024061876],"domain_scores_gemma":[0.9994729,0.00009524544,0.00008037081,0.0002489919,0.00001596858,0.000086529915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068320194,0.00013941701,0.00010449431,0.000044185188,0.00011576513,0.000066675646,0.00012452861,0.00007238851,0.00031410027],"category_scores_gemma":[0.00007041562,0.000120591314,0.000035360757,0.00012906882,0.000043350406,0.00034854573,0.000021709659,0.00013242004,0.00021092726],"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":[0.000037142996,0.00038498593,0.0033382138,0.0000066831212,0.00000663279,0.0000018169471,0.00034002436,0.00093337457,0.9873271,0.000022399248,0.00004516709,0.0075564324],"study_design_scores_gemma":[0.0016486095,0.00047943974,0.5279991,0.00002967193,0.000017827331,0.000009104464,0.00016286752,0.030508598,0.4346753,0.00017717897,0.00392726,0.00036501756],"about_ca_topic_score_codex":0.003420051,"about_ca_topic_score_gemma":0.004144489,"teacher_disagreement_score":0.5526518,"about_ca_system_score_codex":0.00015456422,"about_ca_system_score_gemma":0.0000060892025,"threshold_uncertainty_score":0.51701164},"labels":[],"label_agreement":null},{"id":"W2081284075","doi":"10.1039/b917486a","title":"Electrotaxis of Caenorhabditis elegans in a microfluidic environment","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Caenorhabditis elegans; Microfluidics; Biology; Electric field; Biological system; Nanotechnology; Materials science; Gene; Genetics; Physics","score_opus":0.005231497230298363,"score_gpt":0.20247724460030492,"score_spread":0.19724574737000655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081284075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627435,0.001524828,0.00065962836,0.00039615107,0.00004327657,0.00015367365,0.000014082471,0.0000064627375,0.00092756253],"genre_scores_gemma":[0.99710095,0.0011353663,0.00039112993,0.0008255034,0.000087671746,0.000006113267,0.000039664745,0.000014635652,0.0003989756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999117,0.00004502181,0.00019347055,0.0002787728,0.0001165873,0.00024914846],"domain_scores_gemma":[0.999537,0.000004635738,0.000056205536,0.0003378575,0.000011244727,0.000053042862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010020869,0.00013920445,0.00015242824,0.00005166634,0.00002437436,0.000007174098,0.0001637855,0.00011118044,0.000041879965],"category_scores_gemma":[0.00001653391,0.00014369811,0.00006240087,0.000054140015,0.00004173446,0.000001387291,0.000025244392,0.000110225345,0.000019563166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045742367,0.00019083539,0.0019126561,0.0000073729684,0.000011337041,0.0000046924306,0.00021053497,0.000044971257,0.9941224,0.00015656438,0.0009774952,0.0023153888],"study_design_scores_gemma":[0.00056889455,0.0010640061,0.034792468,0.000012349642,0.00000842588,0.000008395306,0.00001779652,0.00001185794,0.9462346,0.0003734834,0.016733792,0.00017394024],"about_ca_topic_score_codex":0.000051725343,"about_ca_topic_score_gemma":0.00003290282,"teacher_disagreement_score":0.047887817,"about_ca_system_score_codex":0.00002088022,"about_ca_system_score_gemma":0.000032864828,"threshold_uncertainty_score":0.5859839},"labels":[],"label_agreement":null},{"id":"W2083354678","doi":"10.1039/c3lc41385c","title":"Exploring a direct injection method for microfluidic generation of polymer microgels","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":20,"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":"Canadian Institutes of Health Research","keywords":"Ethylene glycol; Polymer; Microfluidics; Agarose; Aqueous solution; Materials science; Pulmonary surfactant; Chemical engineering; Cyclodextrin; Nanotechnology; Polymer chemistry; Chemistry; Chromatography; Organic chemistry; Composite material","score_opus":0.06970427017196225,"score_gpt":0.27331526198376177,"score_spread":0.20361099181179954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083354678","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":[0.3974727,0.00061577,0.598445,0.000076438344,0.0003917586,0.00054145313,0.000026395232,0.00030263793,0.0021278139],"genre_scores_gemma":[0.9876393,0.00006313055,0.010842247,0.00023740203,0.00022456916,0.00055207754,0.000092136135,0.00005484024,0.00029426263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921644,0.000021742997,0.00032072017,0.00017094995,0.000088658606,0.00018149827],"domain_scores_gemma":[0.9995499,0.000039555678,0.00006065747,0.00018928587,0.00014085998,0.000019745035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024198616,0.00015157921,0.00018308061,0.00021889474,0.000047973557,0.000020125972,0.00008278048,0.00007343823,0.00004136027],"category_scores_gemma":[0.00002450407,0.00014951963,0.000056496574,0.0004090651,0.000019827206,0.0002137903,0.0000130289445,0.0000981805,0.000018385592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006823575,0.000017930843,0.00002104653,0.000051190247,0.000029850562,9.765115e-8,0.00021322648,0.000009701032,0.94353575,0.0038672748,0.01067602,0.041571088],"study_design_scores_gemma":[0.00023000795,0.00009699438,0.000136922,0.000034539735,0.000010146627,0.0000036442873,0.000038767044,0.0014599208,0.9928526,0.00023285057,0.0047521535,0.00015141883],"about_ca_topic_score_codex":0.00005160647,"about_ca_topic_score_gemma":2.8941824e-7,"teacher_disagreement_score":0.5901666,"about_ca_system_score_codex":0.000080202524,"about_ca_system_score_gemma":0.000012473276,"threshold_uncertainty_score":0.6097234},"labels":[],"label_agreement":null},{"id":"W2083899507","doi":"10.1039/c1lc20050j","title":"Chip-based size-selective sorting of biological cells using high frequency acoustic excitation","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":25,"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":"Sorting; Template; Sf9; Cell sorting; Microfluidics; Biological system; Nanotechnology; Materials science; Spodoptera; Computer science; Chemistry; Biology; Cell; Algorithm","score_opus":0.03873880648213701,"score_gpt":0.2226159928790597,"score_spread":0.1838771863969227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083899507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98816186,0.00012222634,0.009937176,0.000007972223,0.0001733212,0.00012246231,0.0000109416815,0.0005077681,0.0009562653],"genre_scores_gemma":[0.9818064,0.000022937957,0.01807058,0.000039720922,0.000028987835,0.0000027652375,0.0000037556363,0.000019521349,0.000005357782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925965,0.00002907602,0.00023159303,0.00017085914,0.000082575054,0.00022622915],"domain_scores_gemma":[0.9995705,0.00011447927,0.00007705814,0.0001709518,0.00004124681,0.000025796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108334774,0.00015152174,0.00019292563,0.000086391075,0.000046519704,0.0000069537086,0.00011609154,0.00017759476,0.000040992698],"category_scores_gemma":[0.00017032797,0.00012496713,0.00004993408,0.00022327159,0.000085250445,0.00003187433,0.00001665612,0.00017457879,0.00001282204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020979971,0.000037703747,0.0006882893,0.000036000958,0.000015794192,0.000005876755,0.00017137414,0.0004302285,0.99727416,0.00047898412,0.000050803184,0.0007897853],"study_design_scores_gemma":[0.00023421219,0.00014485222,0.008461708,0.0000784344,0.000017984865,0.0000019374772,0.00008343996,0.0039159083,0.9835234,0.003355975,0.00000457713,0.00017755623],"about_ca_topic_score_codex":0.000076902026,"about_ca_topic_score_gemma":0.000004771969,"teacher_disagreement_score":0.013750766,"about_ca_system_score_codex":0.000054969863,"about_ca_system_score_gemma":0.000018714907,"threshold_uncertainty_score":0.5096012},"labels":[],"label_agreement":null},{"id":"W2084042600","doi":"10.1039/c3lc00012e","title":"Quantification of the Young's modulus of the primary plant cell wall using Bending-Lab-On-Chip (BLOC)","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"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; Concordia University","funders":"","keywords":"Modulus; Flexural rigidity; Materials science; Pollen tube; Flexural modulus; Composite material; Bending; Stiffness; Bending stiffness; Young's modulus; Callose; Plasmolysis; Flexural strength; Cell wall; Chemistry; Pollen; Botany","score_opus":0.018158102751881098,"score_gpt":0.22270106518292765,"score_spread":0.20454296243104655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084042600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99633956,0.00015895536,0.000027689728,0.00029180644,0.00047221695,0.0003758499,0.000115272276,0.0000057936318,0.002212876],"genre_scores_gemma":[0.998521,0.000030151263,0.00012172385,0.00025871806,0.00011156566,0.000011357022,0.000084148516,0.000015126102,0.0008462234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989039,0.00016140255,0.00023399464,0.0003677562,0.00014642005,0.00018654621],"domain_scores_gemma":[0.9987851,0.00002169222,0.00027227978,0.00082037714,0.00007294266,0.0000276528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019206034,0.00014817335,0.00016537536,0.00002892644,0.00007065939,0.000007471924,0.00040069598,0.00014388724,0.000012095496],"category_scores_gemma":[0.0000947585,0.000087002925,0.00009956399,0.00009339813,0.00014838512,0.0000030264514,0.0001386996,0.00013041982,0.000011652964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007910722,0.00012025115,0.009369761,0.00003522407,0.000026959578,2.546365e-7,0.0000513242,0.00009797955,0.9887806,0.00036845903,0.0009493026,0.00012073972],"study_design_scores_gemma":[0.00022048346,0.00012698493,0.12016271,0.000031911666,0.000015028727,0.00001477636,0.000019020532,0.0001587643,0.87781996,0.00011488918,0.0012133265,0.00010217896],"about_ca_topic_score_codex":0.00017328032,"about_ca_topic_score_gemma":0.000024377856,"teacher_disagreement_score":0.110960715,"about_ca_system_score_codex":0.000024578287,"about_ca_system_score_gemma":0.00006468949,"threshold_uncertainty_score":0.35478762},"labels":[],"label_agreement":null},{"id":"W2084348141","doi":"10.1039/c1lc20855a","title":"A systematic evaluation of the role of crystalline order in nanoporous materials on DNA separation","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":20,"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; University of Alberta; Alberta Innovates - Technology Futures","keywords":"Nanoporous; Materials science; Chemical physics; Porosity; Dispersity; Particle (ecology); Volume fraction; Particle size; Nanoparticle; Length scale; Range (aeronautics); Nanotechnology; Chemical engineering; Chemistry; Composite material; Physics; Polymer chemistry","score_opus":0.02171892142609721,"score_gpt":0.23457402605942176,"score_spread":0.21285510463332455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084348141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99562407,0.0003009007,0.000015833491,0.0000057210673,0.0001370572,0.0005766517,0.000015433905,0.00002301806,0.003301326],"genre_scores_gemma":[0.99980557,0.000024034816,0.000032454333,0.000009602193,0.00001392941,0.00006608062,0.0000056799963,0.000013430287,0.000029200914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991055,0.00007488243,0.0003802556,0.00008234649,0.00026471715,0.00009230278],"domain_scores_gemma":[0.99959373,0.000025009518,0.000098106444,0.00019321968,0.000080255646,0.000009703634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004881502,0.0000998816,0.00025979377,0.00007273807,0.00001575577,0.000002088237,0.00008025603,0.00004794873,0.000057054545],"category_scores_gemma":[0.00003710742,0.00006704748,0.00003196467,0.0001896972,0.0000148963145,0.000030195111,0.000006323287,0.000036273683,0.0000058662654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002462803,0.00049548293,0.0010888416,0.009004728,0.00027649113,0.0000023981402,0.018281814,0.016520945,0.9484487,0.0052414658,0.000043690674,0.00034914623],"study_design_scores_gemma":[0.00063828507,0.0001270214,0.0077027627,0.0021192264,0.00010040849,6.6112415e-7,0.00025437516,0.0019266623,0.9851698,0.001838782,0.000009597184,0.000112391994],"about_ca_topic_score_codex":0.000042306692,"about_ca_topic_score_gemma":0.000114314804,"teacher_disagreement_score":0.03672111,"about_ca_system_score_codex":0.000027526272,"about_ca_system_score_gemma":0.000014303506,"threshold_uncertainty_score":0.27341166},"labels":[],"label_agreement":null},{"id":"W2084979291","doi":"10.1039/c3lc50888a","title":"New non-covalent strategies for stable surface treatment of thermoplastic chips","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Toronto","funders":"","keywords":"Thermoplastic; Copolymer; Materials science; Polymer; Coating; Chemical engineering; Aqueous solution; Polymerization; Surface modification; Photografting; Polymer chemistry; Nanotechnology; Chemistry; Organic chemistry; Composite material","score_opus":0.011060941103650019,"score_gpt":0.21003964683067755,"score_spread":0.19897870572702753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084979291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769903,0.0061626523,0.012025912,0.00006236991,0.00005677412,0.0006043996,0.000026666814,0.00008053671,0.003990426],"genre_scores_gemma":[0.9932668,0.0049381936,0.0004785486,0.00001539831,0.00004888871,0.00010193937,0.00001738496,0.000028418917,0.0011044042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994953,0.000005504695,0.00013418046,0.00011356066,0.00006269985,0.0001887547],"domain_scores_gemma":[0.9996523,0.000048615155,0.000021620634,0.00020075151,0.000020055431,0.000056628192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000018037126,0.00012552158,0.00015375228,0.000021936428,0.000032801105,0.000023142364,0.000074925185,0.00004041197,0.00029916424],"category_scores_gemma":[0.0000013441485,0.00010133794,0.00005284089,0.00007669798,0.000009850914,0.000039801253,0.0000036062108,0.00002952522,0.00008881736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019090445,0.00008819987,0.00005550413,0.00006738067,0.000090464804,2.2944911e-7,0.00047720558,0.0020317214,0.9331248,0.006078149,0.05504527,0.002922023],"study_design_scores_gemma":[0.0017158833,0.0010630925,0.0045049153,0.000048738322,0.00007858718,0.000003145183,0.00044364904,0.0070758956,0.9120983,0.0043008155,0.06823916,0.00042782005],"about_ca_topic_score_codex":0.00011732217,"about_ca_topic_score_gemma":0.000008136113,"teacher_disagreement_score":0.021026468,"about_ca_system_score_codex":0.00004822135,"about_ca_system_score_gemma":0.000047930476,"threshold_uncertainty_score":0.41324413},"labels":[],"label_agreement":null},{"id":"W2085863710","doi":"10.1039/c2lc40728k","title":"Low cost integration of 3D-electrode structures into microfluidic devices by replica molding","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polydimethylsiloxane; Cleanroom; Replica; Microfluidics; Dielectrophoresis; Fabrication; Materials science; Photolithography; Electrode; Molding (decorative); Nanotechnology; Mold; Composite number; Composite material; Chemistry","score_opus":0.010651046652566434,"score_gpt":0.23007160289512935,"score_spread":0.2194205562425629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085863710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867095,0.008326263,0.0035283025,0.00008816053,0.00018247702,0.00014316734,0.000012058328,0.00048808067,0.0005219938],"genre_scores_gemma":[0.99691755,0.0008668671,0.0019498433,0.000111715635,0.00006309972,0.0000059817885,0.000030558625,0.000026879945,0.000027487535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992384,0.000018576433,0.00020650185,0.00014966869,0.000106011496,0.00028089466],"domain_scores_gemma":[0.9995565,0.0000323023,0.000050491628,0.00029658008,0.000023705144,0.000040442563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001180117,0.0001711973,0.00018500934,0.0000980136,0.00005084133,0.000020116546,0.0001622717,0.00015721082,0.00002689873],"category_scores_gemma":[0.000055955956,0.00014139622,0.00003696934,0.00018720016,0.00005474634,0.00008878417,0.000031383006,0.00020475432,0.000014850946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010380971,0.000018522283,0.00049797946,0.00005175068,0.000017330178,3.353287e-7,0.0002008017,0.0000033794927,0.9298523,0.0010699227,0.025312355,0.04296492],"study_design_scores_gemma":[0.000117498115,0.000035682227,0.0006704653,0.000067075525,0.000011749533,0.0000057152984,0.00008264016,0.00013221457,0.98435736,0.00023396802,0.014133024,0.00015262885],"about_ca_topic_score_codex":0.000042155654,"about_ca_topic_score_gemma":0.0000087141225,"teacher_disagreement_score":0.054505013,"about_ca_system_score_codex":0.00007050204,"about_ca_system_score_gemma":0.0000071920363,"threshold_uncertainty_score":0.57659703},"labels":[],"label_agreement":null},{"id":"W2086531350","doi":"10.1039/b819080a","title":"An integrated hybrid interference and absorption filter for fluorescence detection in lab-on-a-chip devices","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":74,"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":"Materials science; Microelectronics; Optoelectronics; Interference filter; Filter (signal processing); Attenuation; Optical filter; Autofluorescence; Absorption (acoustics); Microfluidics; Chip; Microfabrication; Fluorescence; Optics; Nanotechnology; Computer science; Telecommunications","score_opus":0.01279469046084396,"score_gpt":0.2364755757134992,"score_spread":0.22368088525265523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086531350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588424,0.00006425952,0.0022574095,0.00006423144,0.00013124959,0.00020497496,0.000017563374,0.00015793966,0.0012181471],"genre_scores_gemma":[0.9989592,0.000039195605,0.00056088675,0.00032179744,0.000044646553,0.00002385299,0.00001687084,0.000013510411,0.000020035854],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931085,0.00002352622,0.00016166572,0.00022058454,0.00007469373,0.0002086563],"domain_scores_gemma":[0.9996702,0.0000694926,0.00002148559,0.00014617435,0.000021196618,0.000071468094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001119383,0.0001526259,0.00014342603,0.00009857136,0.00003267359,0.000059454116,0.00011074532,0.00006376571,0.000018015911],"category_scores_gemma":[0.00003588627,0.0001302198,0.000023653565,0.00011897437,0.000019355071,0.00017099289,0.000006101191,0.00020223917,0.000021141017],"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":[0.0011314175,0.00043524496,0.0014708872,0.0003745914,0.00004683213,0.000027452263,0.0014075623,0.004090376,0.2334623,0.0060405866,0.00017388164,0.75133884],"study_design_scores_gemma":[0.0011424675,0.0014512416,0.104574285,0.0005496587,0.000016715565,0.000010631564,0.000120134064,0.64111716,0.24669029,0.0024021564,0.0014238184,0.00050144887],"about_ca_topic_score_codex":0.000025019734,"about_ca_topic_score_gemma":0.0002670657,"teacher_disagreement_score":0.7508374,"about_ca_system_score_codex":0.000047737078,"about_ca_system_score_gemma":0.0000061293836,"threshold_uncertainty_score":0.53102094},"labels":[],"label_agreement":null},{"id":"W2087134504","doi":"10.1039/c1lc20336c","title":"Microfluidics made of yarns and knots: from fundamental properties to simple networks and operations","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":112,"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; McGill University and Génome Québec Innovation Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Yarn; Knot (papermaking); Microfluidics; Flow resistance; Mixing (physics); Materials science; Composite material; Electronic circuit; Mechanics; Mathematics; Topology (electrical circuits); Flow (mathematics); Biological system; Nanotechnology; Engineering; Physics; Electrical engineering; Combinatorics; Biology","score_opus":0.0520940701953549,"score_gpt":0.23480370754957838,"score_spread":0.1827096373542235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087134504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856025,0.00031833258,0.00035666957,0.00016963188,0.00009155778,0.00017391515,0.00007086643,0.00002615988,0.00023262372],"genre_scores_gemma":[0.9980972,0.000047428603,0.0009822006,0.0006882875,0.000021058178,0.000012466903,0.0000075286,0.0000081652515,0.00013567563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994079,0.000051076426,0.00014832319,0.00019783808,0.000078236946,0.0001166121],"domain_scores_gemma":[0.99969083,0.000019877276,0.000018230838,0.00016498021,0.000024526727,0.00008157471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009841107,0.00008332479,0.000120245146,0.000026333999,0.00009680403,0.000045450284,0.00008115893,0.00004043334,0.00035209217],"category_scores_gemma":[0.000022712007,0.000066351364,0.000012199225,0.000054089305,0.000091226706,0.0000718615,0.000060750157,0.000044981338,0.00003181115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054796885,0.000058441055,0.0038285775,0.00000446997,0.000003915756,4.8991257e-7,0.0041512735,0.000060006758,0.9911373,0.00029014947,0.00020374203,0.00020678916],"study_design_scores_gemma":[0.00031787634,0.0001302826,0.039445817,0.000024512203,0.000009906913,0.0000016155171,0.00084133446,0.0014735771,0.9564403,0.000079056634,0.0010974397,0.00013824408],"about_ca_topic_score_codex":0.0011707363,"about_ca_topic_score_gemma":0.0000773786,"teacher_disagreement_score":0.03561724,"about_ca_system_score_codex":0.000011066277,"about_ca_system_score_gemma":0.000014194197,"threshold_uncertainty_score":0.38551623},"labels":[],"label_agreement":null},{"id":"W2087611773","doi":"10.1039/c2lc21075d","title":"Polyurethane-based microfluidic devices for blood contacting applications","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Materials science; Fabrication; Nanotechnology; Fluidics; Adsorption; Polyurethane; Protein adsorption; Polymer; Composite material; Chemistry; Organic chemistry","score_opus":0.01127070709252062,"score_gpt":0.2271328207443538,"score_spread":0.2158621136518332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087611773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.765112,0.18043488,0.04353037,0.00038147843,0.00021909253,0.0018835941,0.00016003464,0.00093437475,0.0073442124],"genre_scores_gemma":[0.9951987,0.0023074453,0.000464235,0.0005952023,0.0003355743,0.0008484071,0.0000916966,0.000056600245,0.0001021303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916655,0.000014231461,0.0001837036,0.00015444345,0.000086338645,0.000394707],"domain_scores_gemma":[0.99941915,0.0001097617,0.00003628443,0.0002882217,0.000028468274,0.00011812067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012539393,0.00016225477,0.00014659743,0.00006893049,0.00014493619,0.000024638759,0.00015157102,0.00008831717,0.00006273504],"category_scores_gemma":[0.0000083534105,0.00016292615,0.00007793362,0.00018434178,0.000018962603,0.00005208018,0.0000073516617,0.00011941874,0.00009961762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012306731,0.00011219121,0.00075754244,0.00009153157,0.000058469224,1.3643695e-7,0.000092398055,0.0000033016352,0.96605057,0.011257936,0.019968536,0.0015951149],"study_design_scores_gemma":[0.0004146636,0.0000313034,0.0006016103,0.00001479208,0.000064825705,0.0000039670745,0.00003101723,0.000063749954,0.56712735,0.00006753288,0.43139154,0.0001876215],"about_ca_topic_score_codex":0.0000059675294,"about_ca_topic_score_gemma":0.0000018388946,"teacher_disagreement_score":0.41142303,"about_ca_system_score_codex":0.000038196486,"about_ca_system_score_gemma":0.00002119063,"threshold_uncertainty_score":0.66439354},"labels":[],"label_agreement":null},{"id":"W2089248944","doi":"10.1039/c2lc40706j","title":"Determining phase diagrams of gas–liquid systems using a microfluidic PVT","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris","keywords":"Microchannel; Microfluidics; Supersaturation; Volume (thermodynamics); Phase diagram; Nucleation; Materials science; Substrate (aquarium); Channel (broadcasting); Mechanics; Phase (matter); Thermodynamics; Chemistry; Nanotechnology","score_opus":0.031022532353521527,"score_gpt":0.28108327984985687,"score_spread":0.25006074749633533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089248944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852874,0.0017296253,0.1100977,0.000006558342,0.0005457991,0.00022031752,0.000030623145,0.00027369,0.0018082947],"genre_scores_gemma":[0.9989023,0.000033758348,0.00063270004,0.000078215344,0.00021596297,0.000022076736,0.00003769647,0.00005248662,0.00002475665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889153,0.000026562899,0.00043127767,0.00012991038,0.00015725596,0.00036345425],"domain_scores_gemma":[0.9994681,0.000030782525,0.000098408054,0.0002786802,0.000073387986,0.000050638675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003806486,0.00019961045,0.00025965556,0.00019943384,0.00004666379,0.000016258526,0.00013764393,0.000113557224,0.000021800357],"category_scores_gemma":[0.000027909604,0.00019510444,0.000048628048,0.00049864384,0.000055022076,0.00015562613,0.000030616528,0.0001788152,0.00001802751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002526438,0.00008041551,0.00028736208,0.00013971867,0.00003098708,0.000002563675,0.000410992,0.000008202411,0.9889634,0.004489266,0.00134634,0.0042154402],"study_design_scores_gemma":[0.0005365759,0.00017032666,0.000057480363,0.00021009591,0.000019837684,0.00003416991,0.00009700237,0.0011938665,0.98908955,0.000020248583,0.008338959,0.00023188718],"about_ca_topic_score_codex":0.000010586953,"about_ca_topic_score_gemma":3.6676358e-8,"teacher_disagreement_score":0.113614954,"about_ca_system_score_codex":0.00012603585,"about_ca_system_score_gemma":0.000017275352,"threshold_uncertainty_score":0.7956128},"labels":[],"label_agreement":null},{"id":"W2090982877","doi":"10.1039/c0lc00326c","title":"Radial sample preconcentration","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Victoria University; University of Victoria","keywords":"Spark plug; Microfluidics; Electrokinetic phenomena; Nanoporous; Materials science; Rotational symmetry; Concentration polarization; Buffer (optical fiber); Analytical Chemistry (journal); Chromatography; Mechanics; Chemistry; Nanotechnology; Engineering; Mechanical engineering; Physics; Electrical engineering","score_opus":0.015409193693817894,"score_gpt":0.192466994359933,"score_spread":0.1770578006661151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090982877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231625,0.0035985692,0.0047341087,0.000033663597,0.00018136919,0.00020843372,0.00002426558,0.00035194642,0.06770514],"genre_scores_gemma":[0.9960345,0.003436766,0.00019278856,0.00010361145,0.00008470832,0.000028934817,0.000020596337,0.000014406843,0.00008368752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996834,0.0000068975783,0.00007375708,0.00007694119,0.000040961713,0.00011804358],"domain_scores_gemma":[0.99980533,0.000012821157,0.000007868227,0.00013031559,0.0000060999805,0.00003755108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024622006,0.000059112434,0.000050213534,0.000018129478,0.00003040316,0.0000071073205,0.00006207567,0.000033102846,0.00065516884],"category_scores_gemma":[0.000004650715,0.00005822594,0.00002067779,0.00006280972,0.000009242641,0.000025303798,0.0000029651223,0.000056095443,0.00018676906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059057154,0.00014607393,0.0014903146,0.000040200397,0.00008580756,0.0000027466904,0.00326495,0.00002992169,0.5252043,0.17667204,0.26607484,0.026929721],"study_design_scores_gemma":[0.00044718327,0.00012318126,0.0121730985,0.0000120029545,0.000019015233,0.0000049848472,0.00003767263,0.0009785885,0.6484675,0.006166234,0.33124968,0.00032089523],"about_ca_topic_score_codex":0.000017244236,"about_ca_topic_score_gemma":0.0000048905113,"teacher_disagreement_score":0.1705058,"about_ca_system_score_codex":0.000021767066,"about_ca_system_score_gemma":0.000006869927,"threshold_uncertainty_score":0.71736395},"labels":[],"label_agreement":null},{"id":"W2091007971","doi":"10.1039/c2lc40391a","title":"Portable self-contained cultures for phage and bacteria made of paper and tape","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Spinal Cord Injury Alberta; SKiN Health; University of Alberta","funders":"Grand Challenges Canada","keywords":"mCherry; Bacteria; Reporter gene; Bacteriophage; Agar plate; Nanotechnology; Green fluorescent protein; Materials science; Biology; Escherichia coli; Gene expression; Gene; Biochemistry; Genetics","score_opus":0.005992069069031649,"score_gpt":0.20726598099172075,"score_spread":0.2012739119226891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091007971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794513,0.00029484785,0.000054148008,0.000049518967,0.00007229745,0.00007838451,0.000012714031,0.000053843396,0.0014391053],"genre_scores_gemma":[0.9987168,0.000051045743,0.0007808491,0.000069952184,0.000070059665,0.0000044901635,0.0000030604408,0.000009546271,0.0002942111],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99972975,0.0000042092224,0.00007008658,0.00005459327,0.000028578515,0.000112807546],"domain_scores_gemma":[0.99986947,0.000017408816,0.000010944408,0.00004601512,0.0000069285556,0.00004922268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045376855,0.00006103536,0.00009055712,0.000014825389,0.000018579814,0.000010643527,0.000013206039,0.000047610178,0.00003581537],"category_scores_gemma":[0.000008626379,0.00004707498,0.000016924665,0.000026582875,0.000008484137,0.00006511069,0.0000046836026,0.000037791215,0.0000016261622],"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":[0.00008119229,0.000094525785,0.0035811225,0.00053048413,0.00012873195,0.0000010424521,0.00072545605,0.00001855067,0.97767246,0.008848442,0.0016039372,0.006714031],"study_design_scores_gemma":[0.003191332,0.0005090591,0.4314144,0.0001284995,0.00022545864,0.0000266856,0.00027000962,0.015075625,0.40207747,0.0014642484,0.14487536,0.00074184494],"about_ca_topic_score_codex":0.0000048121788,"about_ca_topic_score_gemma":0.000003522461,"teacher_disagreement_score":0.575595,"about_ca_system_score_codex":0.0000048422926,"about_ca_system_score_gemma":8.5724673e-7,"threshold_uncertainty_score":0.19196619},"labels":[],"label_agreement":null},{"id":"W2093539510","doi":"10.1039/c001889a","title":"Attenuated total reflection Fourier transform infrared spectroscopy for on-chip monitoring of solute concentrations","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuated total reflection; Fourier transform infrared spectroscopy; Infrared; Reflection (computer programming); Fourier transform; Fourier transform spectroscopy; Chip; Spectroscopy; Infrared spectroscopy; Materials science; Analytical Chemistry (journal); Optics; Chemistry; Engineering; Physics; Electrical engineering; Computer science; Environmental chemistry","score_opus":0.01817423474285334,"score_gpt":0.2769918787902224,"score_spread":0.25881764404736907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093539510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.821068,0.000014569076,0.15689744,0.0001877226,0.0011816282,0.0005919379,0.000086855616,0.00040668336,0.019565174],"genre_scores_gemma":[0.99003804,0.000005363196,0.00895826,0.000054462147,0.00028777632,0.00008561018,0.000081923026,0.000037805356,0.00045077424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918133,0.000006279917,0.00030140553,0.00015216603,0.00013405898,0.00022473888],"domain_scores_gemma":[0.9995467,0.00003733448,0.000056590932,0.00020745807,0.00012432644,0.00002757776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015844144,0.0001550702,0.0001580075,0.00013152065,0.00008634805,0.000019279887,0.0000865689,0.0001306787,0.000028136505],"category_scores_gemma":[0.000032839944,0.00015712212,0.00005376803,0.00037367892,0.0000450726,0.000102372425,0.0000050698527,0.000329851,0.000006529306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000694758,0.000037087706,0.00017727123,0.00003563888,0.000033177217,4.3134136e-7,0.00027558737,0.000025869122,0.9731225,0.020841338,0.0022626815,0.003118955],"study_design_scores_gemma":[0.0005409128,0.00021554968,0.0015543507,0.000047939568,0.000011618675,0.0000030822878,0.00003367922,0.0012441789,0.9890139,0.002422091,0.0047554793,0.00015721696],"about_ca_topic_score_codex":0.000004008181,"about_ca_topic_score_gemma":0.0000011631447,"teacher_disagreement_score":0.16897003,"about_ca_system_score_codex":0.00008198753,"about_ca_system_score_gemma":0.000029068658,"threshold_uncertainty_score":0.64072543},"labels":[],"label_agreement":null},{"id":"W2095329928","doi":"10.1039/c2lc41049d","title":"Rapid and specific electrochemical detection of prostate cancer cells using an aperture sensor array","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"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; Canadian Institutes of Health Research; University of Toronto","keywords":"Prostate cancer; Cell counting; Cancer cell; Cell; Population; Differential pulse voltammetry; Cancer; Prostate; Materials science; Biomedical engineering; Chemistry; Medicine; Cyclic voltammetry; Electrode; Electrochemistry; Internal medicine; Cell cycle","score_opus":0.009662815187144751,"score_gpt":0.24459850468873728,"score_spread":0.23493568950159252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095329928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985815,0.0004017861,0.0007018543,0.000060969804,0.000021332364,0.00013711653,0.000008974114,0.000019540461,0.00006687314],"genre_scores_gemma":[0.9951557,0.0007163083,0.0036763146,0.0002135227,0.0001158964,0.0000061675046,0.000021043352,0.000015082724,0.00007999689],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993486,0.00003611664,0.000122009245,0.00027168842,0.00007153448,0.00015005156],"domain_scores_gemma":[0.9996112,0.000007132382,0.00007502348,0.00018571218,0.00006811668,0.000052816762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004546428,0.00012116506,0.00012610645,0.000033089582,0.000041910673,0.000015351528,0.000045264107,0.000121531324,0.0000042513952],"category_scores_gemma":[0.000011281342,0.00009581204,0.000042604614,0.00007570807,0.00006675202,0.000004314703,0.000013740163,0.00008681062,7.901444e-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":[0.00006109519,0.000038690578,0.00009569287,0.000009018382,0.000018037988,2.8399361e-7,0.000016900167,0.0000012963359,0.9932238,0.0000013298119,0.00002656129,0.0065073357],"study_design_scores_gemma":[0.0001396316,0.00024579372,0.00021627569,0.000015165381,0.000011936815,0.000006243112,0.0000273626,0.000112692236,0.99608904,0.00003007131,0.0029784422,0.0001273438],"about_ca_topic_score_codex":0.00002387469,"about_ca_topic_score_gemma":0.000010776647,"teacher_disagreement_score":0.006379992,"about_ca_system_score_codex":0.0000117854215,"about_ca_system_score_gemma":0.000011079428,"threshold_uncertainty_score":0.39071018},"labels":[],"label_agreement":null},{"id":"W2096496784","doi":"10.1039/c3lc51170g","title":"Large scale arrays of tunable microlenses","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Memorial University of Newfoundland","funders":"","keywords":"Oblate spheroid; Optics; Focal length; Deformation (meteorology); Electric field; Materials science; Range (aeronautics); Electrode; Spheroid; Optoelectronics; Physics; Lens (geology); Chemistry; Classical mechanics","score_opus":0.004446880331694451,"score_gpt":0.18110924224929953,"score_spread":0.17666236191760507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096496784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893487,0.0012698686,0.00043739338,0.00013309687,0.00007138751,0.00008142527,0.000007481065,0.000681509,0.007969135],"genre_scores_gemma":[0.9981565,0.00014839463,0.00088723184,0.00007977248,0.000019950758,0.000015200118,0.0000027283322,0.000019685598,0.0006705616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994979,0.000006177034,0.00010664054,0.0000917034,0.000052041938,0.0002455255],"domain_scores_gemma":[0.9997143,0.00002071605,0.000016026615,0.00021070747,0.00001766957,0.000020583237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004894947,0.00008915554,0.000119571225,0.00006072056,0.000024978935,0.000010692847,0.00012045255,0.00007277114,0.00008380459],"category_scores_gemma":[0.00001862256,0.00007996821,0.000033342178,0.00010512332,0.000022229053,0.000035958976,0.00001764073,0.00012826177,0.00020103542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016352409,0.00002614794,0.00033890505,0.00004378764,0.000013365379,6.586247e-7,0.00021432465,0.000020833775,0.97059476,0.0004740645,0.025006462,0.0032650551],"study_design_scores_gemma":[0.00017292709,0.000047090805,0.00067280483,0.00003982438,0.000003649126,0.0000026284556,0.0001605642,0.000091643706,0.9841176,0.00069147005,0.013906076,0.00009367115],"about_ca_topic_score_codex":0.000021887721,"about_ca_topic_score_gemma":0.000004457274,"teacher_disagreement_score":0.01352289,"about_ca_system_score_codex":0.000015021522,"about_ca_system_score_gemma":0.000004955523,"threshold_uncertainty_score":0.3261009},"labels":[],"label_agreement":null},{"id":"W2096992559","doi":"10.1039/c5lc00547g","title":"Asphaltenes yield curve measurements on a microfluidic platform","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Schlumberger (Canada); Alberta Hospital Edmonton","funders":"","keywords":"Microfluidics; Yield (engineering); Asphaltene; Nanotechnology; Materials science; Chromatography; Process engineering; Environmental science; Chemistry; Engineering; Chemical engineering; Composite material","score_opus":0.09594084066162765,"score_gpt":0.2814542255731741,"score_spread":0.18551338491154645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096992559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79034317,0.0010681248,0.000011552724,0.00028382646,0.000083065024,0.000006205724,0.000012348621,0.00012404492,0.20806767],"genre_scores_gemma":[0.9829924,0.00003162755,0.000034762284,0.0006447075,0.00021405314,0.000011027549,0.000021842798,0.000023628803,0.01602592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987578,0.000010368043,0.00018866379,0.0002971149,0.0004675129,0.0002785444],"domain_scores_gemma":[0.99928904,0.000040917195,0.00009002752,0.00032783032,0.00007153602,0.00018065517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023366901,0.00018586677,0.00021092691,0.00007031001,0.00008819022,0.000063940104,0.00023049104,0.00010864242,0.00023120038],"category_scores_gemma":[0.00022265415,0.00015383198,0.00009698389,0.00014870439,0.00002597789,0.00006346854,0.000027298958,0.00021551529,0.000394725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008164688,0.0012738552,0.03294932,0.00031971562,0.0005752587,0.0000783919,0.0010724635,0.0000626006,0.8230673,0.0003174309,0.043390088,0.09607713],"study_design_scores_gemma":[0.0017859312,0.00020403434,0.00027669274,0.00057871186,0.0001133453,0.0000097315315,0.00028085877,0.00013227906,0.92792946,0.00044100347,0.06774198,0.00050597027],"about_ca_topic_score_codex":0.000078686266,"about_ca_topic_score_gemma":0.000013159362,"teacher_disagreement_score":0.19264926,"about_ca_system_score_codex":0.000097060816,"about_ca_system_score_gemma":0.000076850985,"threshold_uncertainty_score":0.6273086},"labels":[],"label_agreement":null},{"id":"W2097298558","doi":"10.1039/b917668c","title":"Integration and detection of biochemical assays in digital microfluidic LOC devices","year":2009,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":203,"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; McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Genome Canada","keywords":"Microfluidics; Software portability; Reconfigurability; Flexibility (engineering); Digital microfluidics; Lab-on-a-chip; Fluidics; Computer science; Electrowetting; Nanotechnology; Embedded system; Exploit; Computer hardware; Engineering; Electrical engineering; Materials science; Telecommunications","score_opus":0.012309965035428676,"score_gpt":0.2410600291932251,"score_spread":0.22875006415779645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097298558","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":[0.011559776,0.9875026,0.00015481608,0.000005804832,0.000049173923,0.00017279881,0.000016886417,0.00028380286,0.00025436896],"genre_scores_gemma":[0.06608163,0.93375915,0.000035157733,0.0000053085064,0.000025052925,0.000014095217,0.000040177376,0.000026487058,0.000012969939],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992149,0.0000137597535,0.00033120072,0.00020014092,0.00006676873,0.00017324454],"domain_scores_gemma":[0.99966687,0.00006607779,0.00006904176,0.00016591168,0.000012301468,0.000019825111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008804911,0.00024550187,0.000569844,0.00029367418,0.000012568762,0.000030817613,0.00012158441,0.00037821368,8.205126e-7],"category_scores_gemma":[0.00008191066,0.00020813617,0.00008398689,0.00030721107,0.00003456953,0.00005234688,0.00001892313,0.00044463007,0.0000066784633],"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":[0.0000017119465,0.000013301041,0.0000015387512,0.001664516,0.000016083042,0.0000017663527,0.000014087092,5.165731e-8,0.024280695,0.000036930473,0.00023517969,0.97373414],"study_design_scores_gemma":[0.00024380257,0.00022372317,0.0000242471,0.015940972,0.000118415795,0.00007069642,0.000028210115,0.000011363529,0.30877936,0.00029531008,0.67370856,0.0005553168],"about_ca_topic_score_codex":0.000004985708,"about_ca_topic_score_gemma":0.0000036381955,"teacher_disagreement_score":0.9731788,"about_ca_system_score_codex":0.00009257663,"about_ca_system_score_gemma":0.000017062228,"threshold_uncertainty_score":0.8487547},"labels":[],"label_agreement":null},{"id":"W2097607566","doi":"10.1039/b719846a","title":"Nucleic acid microarrays created in the double-spiral format on a circular microfluidic disk","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":45,"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":"Spiral (railway); DNA microarray; Microfluidics; Oligonucleotide; Microarray; Nucleic acid; Rolling circle replication; Nanotechnology; Materials science; Biology; DNA; Engineering; Genetics; Gene; Mechanical engineering","score_opus":0.015042794058981212,"score_gpt":0.20566224653301574,"score_spread":0.19061945247403453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097607566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97387606,0.017647173,0.00010011485,0.00022411946,0.000057156933,0.00041743342,0.000017793147,0.00019267212,0.007467482],"genre_scores_gemma":[0.9755189,0.023080278,0.0000095617615,0.0010224007,0.000071697235,0.00012153326,0.000051972587,0.0000494947,0.00007417807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884224,0.000041577423,0.00026450964,0.000237041,0.00019244204,0.0004221867],"domain_scores_gemma":[0.99932563,0.000028375534,0.000028067932,0.0005372562,0.000015330717,0.00006533894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120188306,0.00024442206,0.00020486195,0.00012471236,0.00018378055,0.000032540276,0.00037332598,0.0001153102,0.00009443759],"category_scores_gemma":[0.000004437773,0.00018790476,0.00010293383,0.0004548001,0.000058624402,0.0000566501,0.000016426497,0.00035299937,0.0004665175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070154536,0.00011637416,0.00028882915,0.000026482412,0.000028600638,0.000032362215,0.0014286217,0.000016405462,0.9031846,0.0017507905,0.09281192,0.00024484278],"study_design_scores_gemma":[0.0025979625,0.00024238975,0.009763919,0.00007238531,0.000032834356,0.00019586347,0.00022134343,0.0002338141,0.74096733,0.00022741371,0.24483469,0.0006100326],"about_ca_topic_score_codex":0.000029581497,"about_ca_topic_score_gemma":0.0000031682587,"teacher_disagreement_score":0.16221727,"about_ca_system_score_codex":0.00010304892,"about_ca_system_score_gemma":0.000021619013,"threshold_uncertainty_score":0.7662534},"labels":[],"label_agreement":null},{"id":"W2099728849","doi":"10.1039/c3lc00051f","title":"A 3D microfluidic platform incorporating methacrylated gelatin hydrogels to study physiological cardiovascular cell–cell interactions","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":175,"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":"Canadian Institutes of Health Research","keywords":"Self-healing hydrogels; Gelatin; Microfluidics; Mechanobiology; Organ-on-a-chip; Biomedical engineering; Biophysics; Nanotechnology; Chemistry; Paracrine signalling; Shear stress; Cell biology; Materials science; Biology; Biochemistry; Medicine","score_opus":0.03155985897316602,"score_gpt":0.26893444006331463,"score_spread":0.2373745810901486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099728849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905922,0.00026224053,0.0016843675,0.000049082893,0.00020689523,0.0009597498,0.0000065726767,0.00040723992,0.005831676],"genre_scores_gemma":[0.9958025,0.00001541226,0.0035032209,0.000093302166,0.00012285338,0.00018619766,0.00001262536,0.00005670109,0.00020717389],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997983,0.0001737288,0.00038842627,0.0004104636,0.00053163286,0.0005127886],"domain_scores_gemma":[0.9987245,0.00027499953,0.000037500766,0.0005865186,0.00007297454,0.00030349728],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071762,0.00026656766,0.00038081894,0.00020741188,0.0001226708,0.00009420645,0.0003920646,0.0001271713,0.00065308233],"category_scores_gemma":[0.00021868464,0.00022485644,0.00017626701,0.0006446602,0.000042100713,0.000120208795,0.00023178097,0.0008140713,0.003647751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020178655,0.0008247004,0.0020840922,0.0001368375,0.0005701987,0.000071396615,0.0015926305,0.0073237917,0.9393915,0.000020414074,0.005289325,0.042674925],"study_design_scores_gemma":[0.0058324765,0.002704898,0.08535159,0.00038804536,0.00026799535,0.000030497778,0.0024182699,0.081997365,0.7891776,0.0013771737,0.027670184,0.0027838957],"about_ca_topic_score_codex":0.00023307721,"about_ca_topic_score_gemma":0.0000043000746,"teacher_disagreement_score":0.1502139,"about_ca_system_score_codex":0.00013224527,"about_ca_system_score_gemma":0.000020503425,"threshold_uncertainty_score":0.997128},"labels":[],"label_agreement":null},{"id":"W2100424662","doi":"10.1039/c3lc51411k","title":"DVD technology-based molecular diagnosis platform: quantitative pregnancy test on a disc","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"Biogate Laboratories (Canada); Simon Fraser University","funders":"","keywords":"Multiplex; Analyte; Human chorionic gonadotropin; Pregnancy test; Point of care; Streptavidin; Monoclonal antibody; Chromatography; Chemistry; Molecular biology; Medicine; Antibody; Bioinformatics; Biology; Pregnancy; Biochemistry; Immunology; Pathology","score_opus":0.014021580351321923,"score_gpt":0.28624113235241366,"score_spread":0.2722195520010917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100424662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427607,0.0002467905,0.046779145,0.003601538,0.000054941767,0.0006959812,0.00009884753,0.00028015807,0.00548188],"genre_scores_gemma":[0.9739911,0.000046878373,0.024307042,0.0011494812,0.000030416959,0.0002363054,0.0000925193,0.000032085954,0.000114148635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991211,0.000016553358,0.00013933718,0.00040629486,0.000097573844,0.00021910868],"domain_scores_gemma":[0.99918145,0.00004878462,0.000086099506,0.0005813992,0.000048438484,0.000053836444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005214042,0.00018345594,0.00013238697,0.000075171476,0.0001004523,0.000014838528,0.0001921932,0.00017848816,0.0000044048884],"category_scores_gemma":[0.00028689302,0.0001575663,0.000076483586,0.00018636559,0.00010773539,0.0000020953541,0.000051876596,0.00013717831,0.00003306048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097867975,0.0007862555,0.002564385,0.00003297053,0.000034555218,0.000009004373,0.000017456054,0.00020146815,0.845227,0.11869095,0.0014644348,0.030873658],"study_design_scores_gemma":[0.00040901278,0.0015644301,0.000474349,0.00019559271,0.000011947228,0.0000022028116,0.000010949809,0.00027789932,0.9589501,0.0065621403,0.031284496,0.00025687562],"about_ca_topic_score_codex":0.0000023433813,"about_ca_topic_score_gemma":0.0000072667967,"teacher_disagreement_score":0.113723114,"about_ca_system_score_codex":0.0000137954485,"about_ca_system_score_gemma":0.000020155447,"threshold_uncertainty_score":0.6425367},"labels":[],"label_agreement":null},{"id":"W2100841948","doi":"10.1039/c3lc51123e","title":"Microfabricated perfusable cardiac biowire: a platform that mimics native cardiac bundle","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":141,"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 Health Network; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Biomedical engineering; Tissue engineering; Sodium nitroprusside; Perfusion; Embryonic stem cell; Chemistry; Materials science; Nitric oxide; Medicine; Cardiology; Internal medicine; Biochemistry","score_opus":0.021804738856656163,"score_gpt":0.24348295353796431,"score_spread":0.22167821468130816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100841948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816914,0.0069276956,0.00012341289,0.0025590505,0.0012682608,0.0008263367,0.000042699143,0.00024484892,0.0063163014],"genre_scores_gemma":[0.9504569,0.00030428445,0.0007614601,0.0003266386,0.00068009476,0.000100582154,0.00013448483,0.00006331191,0.047172245],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986319,0.00003934784,0.00020481339,0.00035931438,0.00033813532,0.00042651157],"domain_scores_gemma":[0.9990423,0.000096573654,0.00006163747,0.0004044632,0.00012228699,0.00027273694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016550002,0.00029623334,0.00059140765,0.00015642183,0.000106646025,0.000029444958,0.00010037572,0.00015083475,0.00026751042],"category_scores_gemma":[0.000094821604,0.0002111221,0.00017193113,0.0003452962,0.00010991534,0.000077635224,0.000035175242,0.00041371613,0.0006170182],"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":[0.00033333554,0.0012604757,0.05117768,0.0005878181,0.0020269353,0.0000905101,0.0076454715,0.00016073449,0.62262595,0.006899679,0.27949953,0.027691904],"study_design_scores_gemma":[0.0038875798,0.0022876638,0.081550375,0.0007274566,0.00041042888,0.000056631998,0.0014849982,0.0015864939,0.43386608,0.00011590481,0.47299623,0.0010301484],"about_ca_topic_score_codex":0.0003238232,"about_ca_topic_score_gemma":0.0000018017682,"teacher_disagreement_score":0.19349672,"about_ca_system_score_codex":0.00015108845,"about_ca_system_score_gemma":0.00006654881,"threshold_uncertainty_score":0.8609309},"labels":[],"label_agreement":null},{"id":"W2101944667","doi":"10.1039/c3lc50887k","title":"Antimicrobial susceptibility assays in paper-based portable culture devices","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Glycomics Centre; University of Alberta","funders":"Grand Challenges Canada; Alberta Glycomics Centre","keywords":"Escherichia coli; Microbiology; Antimicrobial; Salmonella; Bacteria; Agar diffusion test; Antibiotics; Biology; Genetics","score_opus":0.007295319388050053,"score_gpt":0.19923858892099489,"score_spread":0.19194326953294483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101944667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99018604,0.000028442857,0.000060817172,0.0002472893,0.00011786805,0.00012190715,0.000006995822,0.00015758551,0.009073039],"genre_scores_gemma":[0.9989647,0.000006508573,0.00022567017,0.00047162783,0.00006182978,0.0000057036555,0.000008537714,0.000013019765,0.00024235477],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99942726,0.000018927858,0.00013785544,0.00014862046,0.00007422145,0.00019311429],"domain_scores_gemma":[0.9997581,0.000016905353,0.000012867674,0.0001420901,0.000018204108,0.000051800558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000702636,0.000107462285,0.00012289759,0.000038246984,0.000025455785,0.000043147873,0.00005937066,0.00010963372,0.00045832573],"category_scores_gemma":[0.000017113693,0.00008698478,0.000045430268,0.00016529344,0.000015726562,0.000091590584,0.000005786315,0.00019710202,0.00024123663],"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":[0.000050053455,0.00054377073,0.05614226,0.00059521577,0.000054561846,0.000030963954,0.0002730387,0.023064125,0.8718607,0.0010368997,0.028953772,0.017394666],"study_design_scores_gemma":[0.0023228514,0.00028548756,0.5569687,0.00034907082,0.00003745805,0.0000063554535,0.00013250792,0.20173816,0.19758359,0.0011381838,0.03819307,0.0012445617],"about_ca_topic_score_codex":0.00017588858,"about_ca_topic_score_gemma":0.00059660076,"teacher_disagreement_score":0.67427707,"about_ca_system_score_codex":0.000037289938,"about_ca_system_score_gemma":0.000005468674,"threshold_uncertainty_score":0.5018345},"labels":[],"label_agreement":null},{"id":"W2102640103","doi":"10.1039/c1lc20251k","title":"Thermoplastic elastomers for microfluidics: Towards a high-throughput fabrication method of multilayered microfluidic devices","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":95,"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":"Thermoforming; Microfluidics; Fabrication; Materials science; Microfabrication; Polydimethylsiloxane; Fluidics; Soft lithography; Molding (decorative); Thermoplastic elastomer; Elastomer; Embossing; Nanotechnology; Microelectromechanical systems; Thermoplastic; PDMS stamp; Polymer; Composite material","score_opus":0.02044307706270314,"score_gpt":0.24496522944449875,"score_spread":0.22452215238179563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102640103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67903584,0.037327405,0.2789699,0.00006906346,0.0003884877,0.001248124,0.0002537155,0.0004210397,0.0022863955],"genre_scores_gemma":[0.9758193,0.0128577165,0.010518695,0.00017105076,0.00009561052,0.0002956648,0.000047255155,0.00009458916,0.00010012856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864227,0.000052000993,0.00043424158,0.00034619484,0.00015463121,0.0003706407],"domain_scores_gemma":[0.9991048,0.000112781956,0.00010984638,0.0004512447,0.00012774942,0.00009360262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021247854,0.00027970196,0.0003546939,0.0001636404,0.00008428927,0.000013543617,0.00032262763,0.00015314568,0.00015657053],"category_scores_gemma":[0.000035165078,0.0002662204,0.00014163244,0.00033359107,0.00005803647,0.00006744516,0.000025758845,0.00013850011,0.000062806364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000988779,0.00010548386,0.00004981283,0.00015465825,0.00015009704,7.17765e-7,0.0009492718,0.0000062209742,0.96122915,0.0026709225,0.021367114,0.013217696],"study_design_scores_gemma":[0.00068479875,0.00019132519,0.003939238,0.000042885644,0.00010199091,0.000008037911,0.00012000706,0.00047119745,0.9613647,0.00041223282,0.03236419,0.00029939404],"about_ca_topic_score_codex":0.000097307304,"about_ca_topic_score_gemma":0.000003048573,"teacher_disagreement_score":0.29678345,"about_ca_system_score_codex":0.00008187862,"about_ca_system_score_gemma":0.000051783725,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2102900586","doi":"10.1039/b913219h","title":"Validation of a centrifugal microfluidic sample lysis and homogenization platform for nucleic acidextraction with clinical samples","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":116,"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 Laval","funders":"Genome Canada","keywords":"Microfluidics; Nucleic acid; Homogenization (climate); Lysis; Nucleic acid quantitation; Sample preparation; Nucleic acid methods; Nanotechnology; Materials science; Chromatography; Chemistry; Biology; Biochemistry","score_opus":0.01755429249466803,"score_gpt":0.24892567340117847,"score_spread":0.23137138090651044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102900586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460798,0.002878347,0.050333224,0.00008475778,0.000029827004,0.0003406968,0.000065300126,0.00008777096,0.00010025877],"genre_scores_gemma":[0.9835492,0.014363253,0.0016762759,0.000073421135,0.0000718813,0.000021471473,0.00021353668,0.000020485839,0.000010516514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992862,0.000013114777,0.0002803878,0.00017390607,0.000094376745,0.0001520594],"domain_scores_gemma":[0.9995325,0.00013018919,0.00006591154,0.00016558052,0.0000537861,0.00005201154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013266156,0.00011608807,0.00017945164,0.00007625985,0.00007374726,0.000021635975,0.0000591531,0.000086766115,0.000021564809],"category_scores_gemma":[0.00003679697,0.00010515578,0.00005120233,0.00019453706,0.000025868401,0.000082554165,0.0000035950177,0.00007763143,0.0000029897872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026665023,0.0001569794,0.003491984,0.00006475845,0.00010003659,3.4279222e-7,0.00020114655,0.00008400152,0.9460454,0.006214386,0.008479592,0.03489473],"study_design_scores_gemma":[0.0014755557,0.0006979769,0.027920421,0.00004893865,0.00015993125,0.000011109126,0.000074258984,0.000766901,0.9239497,0.0023351146,0.04224515,0.00031495275],"about_ca_topic_score_codex":0.000008294682,"about_ca_topic_score_gemma":0.0000017888188,"teacher_disagreement_score":0.048656948,"about_ca_system_score_codex":0.000031544303,"about_ca_system_score_gemma":0.00001761662,"threshold_uncertainty_score":0.42881283},"labels":[],"label_agreement":null},{"id":"W2103098975","doi":"10.1039/c5lc00265f","title":"Recent advances in microfluidic actuation and micro-object manipulation via surface acoustic waves","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":337,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microscale chemistry; Microfluidics; Microfabrication; Acoustic streaming; Acoustics; Acoustic wave; Nanotechnology; Computer science; Materials science; Lab-on-a-chip; Surface acoustic wave; Mechanical engineering; Engineering; Physics; Ultrasonic sensor","score_opus":0.021201064298803543,"score_gpt":0.2346955183191422,"score_spread":0.21349445402033868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103098975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9557998,0.040835787,0.0020321899,0.00017775623,0.00023060488,0.00015485783,0.0000040559144,0.00036513474,0.0003997841],"genre_scores_gemma":[0.9707122,0.028349532,0.00078897737,0.000048685844,0.00002704507,0.000002021783,0.000017355953,0.000019821337,0.000034398854],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935645,0.000020160067,0.0001654213,0.00017438299,0.00009634989,0.00018724742],"domain_scores_gemma":[0.9997221,0.000035825,0.000027382843,0.00015162976,0.000025480784,0.000037562007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001491853,0.00014459182,0.00014171624,0.00009636986,0.000027087472,0.000025437299,0.00006711987,0.00011724668,0.000005509625],"category_scores_gemma":[0.000057849084,0.0001315501,0.000013732032,0.00018751563,0.00003725136,0.000116754214,0.000025472988,0.00013618411,0.000026464859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048846534,0.000026014442,0.0013703305,0.00005144331,0.000007357545,0.000007694242,0.0004430307,0.0014412417,0.9002116,0.00003249652,0.002327088,0.094032876],"study_design_scores_gemma":[0.0012039753,0.00017756756,0.009012189,0.00019676305,0.000022470223,0.000037653994,0.0006237556,0.01159918,0.9301488,0.0024262178,0.044021387,0.0005300373],"about_ca_topic_score_codex":0.000009778423,"about_ca_topic_score_gemma":0.000026330696,"teacher_disagreement_score":0.09350284,"about_ca_system_score_codex":0.000107687105,"about_ca_system_score_gemma":0.00001187509,"threshold_uncertainty_score":0.53644574},"labels":[],"label_agreement":null},{"id":"W2103808486","doi":"10.1039/b801042k","title":"Potentiometric platform for the quantification of cellular potassium efflux","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Analytical Chemistry and Sensors","field":"Chemical 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":"Extracellular; Potassium; Intracellular; Lysis; Apoptosis; Osmotic concentration; Cell; Programmed cell death; Cell biology; Chemistry; Necrosis; Efflux; Microelectrode; Biophysics; Potassium channel; Biochemistry; Biology; Electrode","score_opus":0.04053605094318155,"score_gpt":0.24427535229037028,"score_spread":0.20373930134718873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103808486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93323016,0.00015068187,0.060868204,0.00034217225,0.00010559024,0.00019307047,0.000029718423,0.0000735919,0.0050067934],"genre_scores_gemma":[0.9961703,0.000012315743,0.00020992848,0.000041122006,0.000092562135,0.000009067265,0.000023932482,0.0000124553335,0.0034283479],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993684,0.0000036480287,0.00018818692,0.00013215299,0.00015978697,0.00014777432],"domain_scores_gemma":[0.9992401,0.00037463388,0.000055919052,0.00023992169,0.000043668962,0.00004576674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093377836,0.0000867513,0.00012604863,0.00005062925,0.000076421384,0.0000047961607,0.00014940507,0.00007573486,0.00007817808],"category_scores_gemma":[0.000313213,0.0000599066,0.00011823705,0.00035204116,0.000049449573,0.00002450932,0.000011878081,0.00011977209,0.000033235614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000981447,0.00016730769,0.0002338621,0.00017129612,0.00008527561,0.0000032259036,0.000120764256,0.0029508048,0.9708068,0.023723865,0.0008329298,0.0008057563],"study_design_scores_gemma":[0.00038200116,0.000034645815,0.0009118754,0.000014352533,0.000035613866,0.000003787596,0.000032445918,0.06612292,0.92905045,0.0002206698,0.0030815,0.0001097743],"about_ca_topic_score_codex":0.000006120339,"about_ca_topic_score_gemma":1.5454054e-7,"teacher_disagreement_score":0.06317211,"about_ca_system_score_codex":0.00002069558,"about_ca_system_score_gemma":0.0000083148725,"threshold_uncertainty_score":0.24429202},"labels":[],"label_agreement":null},{"id":"W2103983900","doi":"10.1039/c3lc50612f","title":"Steam-on-a-chip for oil recovery: the role of alkaline additives in steam assisted gravity drainage","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Steam-assisted gravity drainage; Asphalt; Petroleum engineering; Oil sands; Steam injection; Enhanced oil recovery; Environmental science; Materials science; Process engineering; Waste management; Engineering; Composite material","score_opus":0.008415563639420998,"score_gpt":0.22640153993431641,"score_spread":0.2179859762948954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103983900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91248107,0.00023528456,0.00025372131,0.00013792042,0.00021338629,0.00060446624,0.0003353405,0.00044816473,0.08529063],"genre_scores_gemma":[0.9967552,0.000103565326,0.0012631554,0.00019507858,0.00008242348,0.00049484207,0.000052759504,0.00006801492,0.0009849857],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878705,0.00009134732,0.00033503122,0.00025352824,0.00019303328,0.00033998603],"domain_scores_gemma":[0.998678,0.00063782843,0.00009613085,0.00047646352,0.00005619893,0.00005535303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031121096,0.00024779967,0.00033557,0.00015477522,0.000045151843,0.000031172505,0.00030241872,0.00014568008,0.00011377492],"category_scores_gemma":[0.00024346609,0.0001961225,0.00013349795,0.000257863,0.000051973668,0.00016233721,0.000036286485,0.00031888462,0.000049024868],"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":[0.0003379608,0.00054773403,0.00027287097,0.00043866932,0.00018686622,0.0000048843312,0.0009373429,0.0024685825,0.19459395,0.009713601,0.008067005,0.7824305],"study_design_scores_gemma":[0.0022585972,0.0015165932,0.034892596,0.001261033,0.000046174915,0.00000573468,0.00071953406,0.007870646,0.8200298,0.08017816,0.050109223,0.0011119444],"about_ca_topic_score_codex":0.0001071216,"about_ca_topic_score_gemma":0.00023697043,"teacher_disagreement_score":0.7813186,"about_ca_system_score_codex":0.00011443947,"about_ca_system_score_gemma":0.000018400886,"threshold_uncertainty_score":0.79976434},"labels":[],"label_agreement":null},{"id":"W2104067516","doi":"10.1039/c5lc00217f","title":"Microfluidic generation of aqueous two-phase system (ATPS) droplets by controlled pulsating inlet pressures","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":107,"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":"Microfluidics; Aqueous solution; Surface tension; Phase (matter); Aqueous two-phase system; Materials science; Inlet; Flow (mathematics); Volumetric flow rate; Nanotechnology; Chemistry; Chemical engineering; Chromatography; Mechanics; Thermodynamics; Organic chemistry; Engineering; Mechanical engineering; Physics","score_opus":0.025442534534280994,"score_gpt":0.2689686461319106,"score_spread":0.24352611159762963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104067516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8332136,0.0061180275,0.15067296,0.000072290015,0.00053958886,0.00088996306,0.00013850338,0.0007180108,0.007637011],"genre_scores_gemma":[0.9986837,0.000025681089,0.00040208423,0.00014553813,0.00017999111,0.000084818195,0.00025268347,0.00004962869,0.00017590022],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99861926,0.00007121129,0.0006055384,0.00020589403,0.00026608983,0.00023203004],"domain_scores_gemma":[0.99921274,0.000036950343,0.0001648889,0.00029037878,0.00024224764,0.00005277753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060904684,0.00022683595,0.0004089168,0.00016451377,0.000049742575,0.00003332668,0.00016058711,0.00010000072,0.000012474001],"category_scores_gemma":[0.00009021727,0.00021082643,0.00005081852,0.00035754847,0.000045824032,0.000101240614,0.000025433044,0.00018639771,0.000014853631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011360817,0.000055617227,0.00002956011,0.00009554228,0.000067814755,0.00000716917,0.00032587277,0.000044162258,0.89041823,0.0063794996,0.0978936,0.0045693303],"study_design_scores_gemma":[0.006094367,0.00019584026,0.000004137698,0.00009846979,0.000030518524,0.000018829927,0.000120296805,0.011986612,0.96995765,0.00007027726,0.0111931795,0.00022980539],"about_ca_topic_score_codex":0.000028313549,"about_ca_topic_score_gemma":5.0941406e-7,"teacher_disagreement_score":0.16547003,"about_ca_system_score_codex":0.00017435226,"about_ca_system_score_gemma":0.00004182089,"threshold_uncertainty_score":0.85972524},"labels":[],"label_agreement":null},{"id":"W2104451738","doi":"10.1039/c5lc00722d","title":"Supersoft lithography: candy-based fabrication of soft silicone microstructures","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":47,"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":"National Institute of Dental and Craniofacial Research; National Institute of Biomedical Imaging and Bioengineering; National Science Foundation; National Institutes of Health; National Cancer Institute; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences","keywords":"Silicone; Fabrication; Lithography; Microstructure; Materials science; Soft lithography; Nanotechnology; Composite material; Optoelectronics; Medicine","score_opus":0.02406957111156451,"score_gpt":0.26532511268528575,"score_spread":0.24125554157372123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104451738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99560845,0.00029887835,0.0010919081,0.00019169333,0.00019755216,0.00012874667,0.000025648556,0.00018684889,0.0022703034],"genre_scores_gemma":[0.9980602,0.0000055932423,0.0016554832,0.00010601302,0.000072926036,0.0000101386195,0.000020463278,0.000022488763,0.000046681347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991077,0.000034275447,0.00015669245,0.00013839224,0.0003400524,0.00022288284],"domain_scores_gemma":[0.99931943,0.00013253358,0.000020489171,0.0002667671,0.00009255374,0.00016822931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466931,0.00010259275,0.00013575645,0.00016370912,0.0000190401,0.0000172753,0.00019687861,0.00008634242,0.00005563671],"category_scores_gemma":[0.00043510992,0.000091481124,0.000047552603,0.00034868103,0.00010142698,0.000025522535,0.000020265139,0.00018845111,0.000031216732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041788694,0.00035953123,0.15099601,0.0013992118,0.00028417198,0.000034422454,0.0033176448,0.017348671,0.6321413,0.002612755,0.032781925,0.15830646],"study_design_scores_gemma":[0.0035558387,0.0005340389,0.19982627,0.00028479943,0.000036119196,0.000008120565,0.00018939962,0.050361432,0.67952013,0.0020720568,0.06283158,0.00078024366],"about_ca_topic_score_codex":0.000109438566,"about_ca_topic_score_gemma":0.000011666684,"teacher_disagreement_score":0.15752622,"about_ca_system_score_codex":0.00003968711,"about_ca_system_score_gemma":0.000059077636,"threshold_uncertainty_score":0.3730492},"labels":[],"label_agreement":null},{"id":"W2105231406","doi":"10.1039/c4lc00901k","title":"Multiplexed microfluidic blotting of proteins and nucleic acids by parallel, serpentine microchannels","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Response Biomedical (Canada)","funders":"","keywords":"Microfluidics; Nucleic acid; Multiplexing; Blot; Chemistry; Protein detection; Nanotechnology; Biochemistry; Materials science; Engineering; Electronic engineering; Gene","score_opus":0.005079585500000974,"score_gpt":0.187945737670447,"score_spread":0.18286615217044602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105231406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765758,0.020401716,0.0016395549,0.00014297989,0.000031365413,0.00035644838,0.000028529348,0.00015771213,0.0006658821],"genre_scores_gemma":[0.9873496,0.011613495,0.00048620417,0.00013672833,0.000054111388,0.00006151777,0.000034410536,0.000051284587,0.00021260038],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991009,0.00003190909,0.00025908154,0.00022901001,0.00010220791,0.00027689533],"domain_scores_gemma":[0.9995317,0.000038157876,0.000049652564,0.000271412,0.000026418067,0.00008269521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013771933,0.00018693591,0.00023334354,0.00006173324,0.00007666033,0.000019860629,0.00015145604,0.000088930385,0.000052849628],"category_scores_gemma":[0.000018167464,0.00018399161,0.00004666697,0.0001528494,0.00004979967,0.000035369765,0.000031462412,0.00014068659,0.000035913992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014145525,0.000038678325,0.00013588613,0.00008628447,0.000027452677,2.557434e-7,0.00016282803,0.0000039812494,0.97281855,0.00056073285,0.02487696,0.0012742174],"study_design_scores_gemma":[0.000622721,0.00008854071,0.00050514785,0.000049316073,0.000016747843,0.0000055340697,0.000024457891,0.0005068752,0.9174387,0.00017888684,0.08035917,0.00020392056],"about_ca_topic_score_codex":0.00001685844,"about_ca_topic_score_gemma":0.0000011574028,"teacher_disagreement_score":0.05548221,"about_ca_system_score_codex":0.000018009834,"about_ca_system_score_gemma":0.000006854327,"threshold_uncertainty_score":0.750296},"labels":[],"label_agreement":null},{"id":"W2105955725","doi":"10.1039/c1lc20623k","title":"Parylene C coating for high-performance replica molding","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":20,"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":"Canadian Institutes of Health Research","keywords":"Parylene; Materials science; Fabrication; Microfabrication; Coating; PDMS stamp; Polymer; Soft lithography; Molding (decorative); Wafer; Chemical vapor deposition; Nanotechnology; Mold; Nanometre; Photolithography; Silicon; Conformal coating; Composite material; Optoelectronics","score_opus":0.023798126267437932,"score_gpt":0.22243442303729516,"score_spread":0.19863629676985722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105955725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663094,0.00006320897,0.008326061,0.000025418627,0.00012950556,0.00026746868,0.000007768401,0.0012366286,0.023634521],"genre_scores_gemma":[0.9754527,0.000043756176,0.02406373,0.00013123963,0.000050545463,0.00014200009,0.000006329882,0.000027173253,0.00008248799],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995104,0.0000060509146,0.00014048081,0.00012654872,0.000058589852,0.00015795112],"domain_scores_gemma":[0.9996545,0.000026887692,0.000027573797,0.00023522656,0.00001883365,0.000037027577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011535853,0.00009202133,0.0000944334,0.0000791837,0.000050811053,0.000009873014,0.00010630618,0.000045170145,0.00004387163],"category_scores_gemma":[0.000012916683,0.0000879162,0.00003260079,0.00014961879,0.00001061578,0.0000614338,0.000008393424,0.00007050257,0.000012066299],"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":[0.00021181499,0.00032499098,0.034693915,0.00090251415,0.00019134363,0.0000060691946,0.003703125,0.00045445084,0.14966087,0.28688404,0.01524141,0.5077255],"study_design_scores_gemma":[0.00043746046,0.0002281913,0.034340627,0.000117065036,0.000014817465,0.000003106513,0.00002696247,0.006244541,0.93948495,0.0018171164,0.016910443,0.00037470701],"about_ca_topic_score_codex":0.0000063731486,"about_ca_topic_score_gemma":8.6071947e-7,"teacher_disagreement_score":0.78982407,"about_ca_system_score_codex":0.000013647111,"about_ca_system_score_gemma":0.0000028837173,"threshold_uncertainty_score":0.35851187},"labels":[],"label_agreement":null},{"id":"W2105986783","doi":"10.1039/c1lc20229d","title":"Micro-valve using induced-charge electrokinetic motion of Janus particle","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Janus; Electrokinetic phenomena; Janus particles; Particle (ecology); Microfluidics; Magnetosphere particle motion; Microchannel; Mechanics; Nanotechnology; Electric field; Materials science; Vortex; Tracking (education); Mechanical engineering; Engineering; Physics; Magnetic field","score_opus":0.024295479084367383,"score_gpt":0.21503486030899585,"score_spread":0.19073938122462847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105986783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99324816,0.0028852387,0.0006671876,0.000009427702,0.00004452078,0.00013478972,0.000005445168,0.0000886236,0.0029165735],"genre_scores_gemma":[0.99872047,0.0010028874,0.00012834571,0.00003727234,0.000035513414,0.000013228634,0.000004657352,0.00002699834,0.000030614992],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993617,0.000018205861,0.00018056623,0.00012820958,0.00008334358,0.00022798797],"domain_scores_gemma":[0.9996499,0.000009604644,0.00003366896,0.0002312052,0.000025197874,0.000050418963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000631462,0.0001091573,0.00012365587,0.000046493016,0.000035553465,0.0000057269426,0.00009768134,0.00006161254,0.00021764736],"category_scores_gemma":[0.0000056996773,0.000110223125,0.00006219465,0.00020112052,0.00001640956,0.000033594173,0.000009854677,0.00011166646,0.000083581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009126939,0.000054546912,0.00035133268,0.000016396767,0.00002592589,6.2889e-7,0.00026578087,0.000004765195,0.9944457,0.0037727323,0.0004657562,0.0005873508],"study_design_scores_gemma":[0.00016779912,0.00007291678,0.0045187892,0.000012494762,0.00002483123,0.000006377849,0.000016777394,0.00082169636,0.9934535,0.00033624654,0.0004576999,0.000110878565],"about_ca_topic_score_codex":0.000030486495,"about_ca_topic_score_gemma":0.0000014153303,"teacher_disagreement_score":0.005472289,"about_ca_system_score_codex":0.000039431667,"about_ca_system_score_gemma":0.000010806153,"threshold_uncertainty_score":0.44947687},"labels":[],"label_agreement":null},{"id":"W2106456298","doi":"10.1039/c4lc00122b","title":"Defined topologically-complex protein matrices to manipulate cell shape<i>via</i>three-dimensional fiber-like patterns","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"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":"National Institute of Biomedical Imaging and Bioengineering; National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Human Genome Research Institute; Institut National de la Santé et de la Recherche Médicale","keywords":"Adhesive; Fiber; Microstructure; Materials science; Nanotechnology; Composite material","score_opus":0.016466264150752596,"score_gpt":0.23505263588874112,"score_spread":0.21858637173798853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106456298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923151,0.000042532418,0.0030570987,0.0006224118,0.00018948992,0.0003376023,0.000032157852,0.00003325676,0.0033703144],"genre_scores_gemma":[0.99128205,0.0000043763084,0.0018082529,0.0028730438,0.00023355128,0.000054192955,0.0002033711,0.000030666128,0.00351047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998786,0.00005956706,0.00022263921,0.00046584688,0.00016519926,0.00030077985],"domain_scores_gemma":[0.99929357,0.000017286882,0.000082424755,0.00039881945,0.000059356218,0.0001485547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012842033,0.00020906076,0.00016423679,0.00005283201,0.000116343945,0.00004058884,0.00023327337,0.0001400306,0.001265017],"category_scores_gemma":[0.00003279222,0.00018046306,0.00012636215,0.00007693574,0.0000141503315,0.0000032694938,0.00017163425,0.0001341694,0.00053047715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010621159,0.00018110503,0.00018149464,0.00001971653,0.000019760218,0.000004141419,0.0000070835804,0.00008679328,0.99398714,0.00068030204,0.0018762437,0.0028500168],"study_design_scores_gemma":[0.0012047449,0.0025822679,0.0062687085,0.00006444938,0.000034742032,0.00003336034,0.000009630022,0.007066874,0.5530862,0.0012692168,0.42756703,0.00081276055],"about_ca_topic_score_codex":0.00008583296,"about_ca_topic_score_gemma":0.00015416744,"teacher_disagreement_score":0.4409009,"about_ca_system_score_codex":0.000014206519,"about_ca_system_score_gemma":0.000014605542,"threshold_uncertainty_score":0.999648},"labels":[],"label_agreement":null},{"id":"W2107139758","doi":"10.1039/b715707j","title":"Microfluidic depletion of endothelial cells, smooth muscle cells, and fibroblasts from heterogeneous suspensions","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":76,"is_retracted":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":"American Health Assistance Foundation","keywords":"Microfluidics; Adhesion; Cell adhesion; Nanotechnology; Ligand (biochemistry); Cell; Chemistry; Biophysics; Cell type; Materials science; Receptor; Biochemistry; Biology","score_opus":0.016970345041852297,"score_gpt":0.22240844062614257,"score_spread":0.20543809558429027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107139758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979859,0.0007257126,0.00021998312,0.000041074636,0.0002233225,0.00012548517,0.00011021768,0.00012186595,0.00044642854],"genre_scores_gemma":[0.9966796,0.0022930815,0.0007550661,0.000050542265,0.000097057666,0.0000049685787,0.0000149055595,0.00003890533,0.00006588748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896485,0.000048819016,0.00020345992,0.00021630648,0.00028544565,0.0002810989],"domain_scores_gemma":[0.9993074,0.00022474499,0.000025394502,0.00026650573,0.000024375642,0.00015160261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000911912,0.0001380676,0.00017731304,0.00009467275,0.000063847074,0.000011759904,0.00014975865,0.00010864007,0.00017684411],"category_scores_gemma":[0.000048090293,0.00013304283,0.000049391412,0.00012505155,0.00012633129,0.000024897256,0.00007420701,0.00021815534,0.00011509802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018820743,0.000044315144,0.00027711978,0.000035620782,0.00001563571,0.00003526136,0.00018227434,0.00014130094,0.993231,0.0000091527045,0.0035667745,0.002442711],"study_design_scores_gemma":[0.00057439774,0.00010455044,0.011416216,0.00008495433,0.0000058972114,0.0000060783186,0.000008678104,0.0016074076,0.960656,0.000076186276,0.025293566,0.00016607712],"about_ca_topic_score_codex":0.00015183007,"about_ca_topic_score_gemma":0.000019498933,"teacher_disagreement_score":0.032575022,"about_ca_system_score_codex":0.000032892243,"about_ca_system_score_gemma":0.000020737443,"threshold_uncertainty_score":0.5425329},"labels":[],"label_agreement":null},{"id":"W2107342278","doi":"10.1039/c0lc00223b","title":"A feedback control system for high-fidelity digital microfluidics","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":99,"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":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Digital microfluidics; Fidelity; High fidelity; Mixing (physics); Voltage; Digital control; Feedback control; Nanotechnology; Control system; Electrode; Computer science; Engineering; Simulation; Materials science; Control engineering; Electronic engineering; Electrical engineering; Chemistry; Physics","score_opus":0.004559934397624551,"score_gpt":0.18820926152066605,"score_spread":0.1836493271230415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107342278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98833054,0.00064270623,0.0054338067,0.00026248643,0.00077506277,0.00034707555,0.00018843547,0.0026386117,0.0013812851],"genre_scores_gemma":[0.9989291,0.00001976694,0.0005288048,0.000084826606,0.0001591625,0.00006363153,0.000019825153,0.00004777311,0.00014711703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912024,0.0000060310263,0.00021220617,0.00020552673,0.000083547704,0.00037247816],"domain_scores_gemma":[0.99939466,0.00011446825,0.000031284377,0.000363936,0.000043227945,0.000052454285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014033836,0.00018658875,0.00022401812,0.00006668025,0.00007294964,0.000083869585,0.00022929,0.00020189479,0.000004120129],"category_scores_gemma":[0.00012009143,0.00017095008,0.00007581235,0.00009952234,0.00004470394,0.00006434537,0.00001708844,0.00035641738,0.00007784593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030698782,0.000022709466,0.00017567088,0.00013418979,0.000049011654,0.0000032856442,0.000029649698,0.000006038594,0.9598201,0.011304816,0.011339654,0.01708417],"study_design_scores_gemma":[0.0014665301,0.00013292578,0.0004409098,0.00006321209,0.000023386943,0.000023067965,0.00006289165,0.00017076865,0.9598948,0.0007593232,0.036659915,0.0003023067],"about_ca_topic_score_codex":0.000009703633,"about_ca_topic_score_gemma":0.000003921319,"teacher_disagreement_score":0.025320262,"about_ca_system_score_codex":0.000053989326,"about_ca_system_score_gemma":0.000017365253,"threshold_uncertainty_score":0.6971142},"labels":[],"label_agreement":null},{"id":"W2107577549","doi":"10.1039/c1lc20405j","title":"A switchable digital microfluidic droplet dye-laser","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":39,"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":"Materials Research Science and Engineering Center, Harvard University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutscher Akademischer Austauschdienst","keywords":"Laser; Lasing threshold; Dye laser; Microfluidics; Optoelectronics; Materials science; Wavelength; Electrode; Optofluidics; Optics; Excitation; Visible spectrum; Nanotechnology; Chemistry; Physics","score_opus":0.011922101304122922,"score_gpt":0.17926035174221366,"score_spread":0.16733825043809075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107577549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95058703,0.0027773972,0.00041526847,0.0000736786,0.00020397332,0.00010310296,0.000017966513,0.0023323533,0.043489218],"genre_scores_gemma":[0.99774504,0.0003519523,0.00019700089,0.0001309188,0.000040706756,0.000017962553,0.000008571529,0.000049929913,0.0014579151],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999183,0.0000056756826,0.00014668093,0.00018975606,0.00008281645,0.00039206215],"domain_scores_gemma":[0.9995638,0.00002022502,0.000017677497,0.000333883,0.000013574817,0.00005085603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005630565,0.00018147925,0.00015193548,0.000105901854,0.00004895554,0.000039081104,0.00022357273,0.000119904034,0.00009113607],"category_scores_gemma":[0.000032939897,0.00016717274,0.000056583413,0.00018339515,0.00003920565,0.000095301555,0.000037648828,0.00024557274,0.0006238946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004847496,0.00017130106,0.0022643066,0.000094609735,0.0001304321,0.00008907205,0.0010854253,0.0000032391692,0.74196947,0.0030868591,0.19510157,0.05595523],"study_design_scores_gemma":[0.00029536703,0.00012927577,0.00040483687,0.000043376975,0.000008313429,0.00002335569,0.00007585033,0.000014090043,0.9266884,0.0011040528,0.07095913,0.00025400135],"about_ca_topic_score_codex":0.000020267402,"about_ca_topic_score_gemma":0.0000019247143,"teacher_disagreement_score":0.18471888,"about_ca_system_score_codex":0.000042685777,"about_ca_system_score_gemma":0.000011519752,"threshold_uncertainty_score":0.8019111},"labels":[],"label_agreement":null},{"id":"W2109287770","doi":"10.1039/c2lc40898h","title":"Microfluidic probes for use in life sciences and medicine","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":75,"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; McGill University and Génome Québec Innovation Centre","funders":"McGill University","keywords":"Microfluidics; Nanotechnology; Biochemical engineering; Engineering; Materials science","score_opus":0.1122402585269996,"score_gpt":0.3095697239559476,"score_spread":0.19732946542894803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109287770","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":[0.0005026927,0.9980595,0.000052627503,0.00006989359,0.00026154137,0.0005824315,0.000023672437,0.00030009774,0.0001475432],"genre_scores_gemma":[0.00018923645,0.9989009,0.0005469059,0.00005932588,0.00014107309,0.0000422165,0.000016154403,0.0000373688,0.00006680751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989542,0.000026768514,0.00032734798,0.00026339578,0.00009206813,0.0003362233],"domain_scores_gemma":[0.999427,0.00023897493,0.000055891272,0.00021165857,0.000010395159,0.00005607563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035522378,0.00030808224,0.0008379892,0.000339726,0.000057475783,0.000024414148,0.00021147815,0.0003067733,0.0000071283034],"category_scores_gemma":[0.00017354278,0.00020103152,0.00006584612,0.0003189332,0.00026995738,0.00006121034,0.000053754728,0.00024574765,0.000012108114],"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":[0.0000028994784,0.000020006968,0.000040301617,0.011273024,0.00003564476,0.000003168203,0.000060385388,8.5385594e-8,0.00017883317,0.0012190002,0.036714748,0.9504519],"study_design_scores_gemma":[0.0001412888,0.00006943116,0.00001075268,0.007301725,0.00009826786,0.000015163953,0.00001658578,0.000007951073,0.00014568928,0.00009831193,0.99185616,0.00023870252],"about_ca_topic_score_codex":0.000018944696,"about_ca_topic_score_gemma":0.000005909783,"teacher_disagreement_score":0.95514137,"about_ca_system_score_codex":0.000040421994,"about_ca_system_score_gemma":0.000037395654,"threshold_uncertainty_score":0.81978273},"labels":[],"label_agreement":null},{"id":"W2111123160","doi":"10.1039/c5lc00314h","title":"Label-free high-throughput detection and content sensing of individual droplets in microfluidic systems","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"University of Toronto","keywords":"Microfluidics; Throughput; Nanotechnology; Content (measure theory); Process engineering; Computer science; Materials science; Engineering; Telecommunications; Mathematics","score_opus":0.041168753365292854,"score_gpt":0.2362744242509699,"score_spread":0.19510567088567704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111123160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670208,0.001744063,0.029681372,0.000050265466,0.00040085107,0.00025716182,0.000033556742,0.00017317709,0.0006387689],"genre_scores_gemma":[0.999249,0.000060554885,0.00046647777,0.0000827902,0.000053831547,0.0000074061554,0.00002345308,0.000026694117,0.000029818206],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990935,0.00003403846,0.00035181406,0.0001566013,0.00019069172,0.00017337728],"domain_scores_gemma":[0.9995386,0.000024321778,0.0000660185,0.0002268866,0.00011391035,0.00003024259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047727444,0.00014475839,0.00022148315,0.00022715767,0.000020001498,0.000023476534,0.00010193912,0.00011433712,0.0000011951751],"category_scores_gemma":[0.00006582121,0.00014385034,0.00001178558,0.00043262512,0.00005712534,0.00008539447,0.000054947006,0.00018917359,0.000003831447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045743618,0.000039457293,0.00043383532,0.00014738618,0.00004288506,0.000012504752,0.00095621916,0.0000119524875,0.9635965,0.0087042,0.0045164865,0.021492831],"study_design_scores_gemma":[0.0021009643,0.00023936217,0.0034810386,0.00025401334,0.000015643423,0.000046389177,0.0005664129,0.0008521282,0.9884801,0.0008921289,0.0028003284,0.0002715166],"about_ca_topic_score_codex":0.00016509388,"about_ca_topic_score_gemma":0.0000043220807,"teacher_disagreement_score":0.03222819,"about_ca_system_score_codex":0.0001392376,"about_ca_system_score_gemma":0.000018481824,"threshold_uncertainty_score":0.58660465},"labels":[],"label_agreement":null},{"id":"W2113338425","doi":"10.1039/c5lc00375j","title":"Rapid electrochemical phenotypic profiling of antibiotic-resistant bacteria","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":117,"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 Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bacteria; Antibiotics; Antibiotic resistance; Microbiology; Antimicrobial; Biology; Drug resistance; Genetics","score_opus":0.027250844428475997,"score_gpt":0.26077468483276955,"score_spread":0.23352384040429355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113338425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971477,0.000099218545,0.00013718291,0.00008790411,0.00015343024,0.00012720417,0.000010744533,0.000020713049,0.0022159023],"genre_scores_gemma":[0.9962962,0.00000813318,0.0030186183,0.00012366552,0.00017298949,0.0000026323348,0.0001589431,0.000015563333,0.00020324126],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913865,0.000071434486,0.00023201908,0.0002766647,0.000108299886,0.00017293236],"domain_scores_gemma":[0.9993253,0.00001191657,0.0000969252,0.00035059842,0.00012092633,0.00009436231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026477742,0.00010887513,0.00013949665,0.00002738986,0.000027248636,0.000022398428,0.00014981987,0.00010157938,0.000026635624],"category_scores_gemma":[0.00045550673,0.00010235729,0.00005408945,0.00008362275,0.00004883807,0.0000027837375,0.000035148674,0.00007136218,0.000018565306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028889862,0.00009323245,0.0012676902,0.000023070752,0.000014713872,3.857802e-7,0.0000370864,4.5082402e-7,0.9970081,0.00046739398,0.00019731365,0.00060169917],"study_design_scores_gemma":[0.00043189028,0.0002807944,0.0052008415,0.000017066288,0.0000083030145,0.000002214436,0.000042016043,0.000019883651,0.991892,0.00009190988,0.0018988639,0.000114251874],"about_ca_topic_score_codex":0.0000069001317,"about_ca_topic_score_gemma":0.000007039108,"teacher_disagreement_score":0.0051160995,"about_ca_system_score_codex":0.000015239776,"about_ca_system_score_gemma":0.00008649887,"threshold_uncertainty_score":0.41740093},"labels":[],"label_agreement":null},{"id":"W2113558416","doi":"10.1039/b917150a","title":"Electrochemical sensing in paper-based microfluidic devices","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":922,"is_retracted":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 Institute of Environmental Health Sciences; U.S. Public Health Service","keywords":"Microfluidics; Photolithography; Nanotechnology; Fabrication; Materials science; Analyte; Electrochemistry; Electrode; Chemistry; Chromatography","score_opus":0.006423604813778217,"score_gpt":0.20328145615203572,"score_spread":0.1968578513382575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113558416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951668,0.0003381005,0.00075127336,0.00043993082,0.000042089385,0.000040833726,5.844224e-7,0.00017112415,0.0030492907],"genre_scores_gemma":[0.9985177,0.000023925728,0.00030644157,0.0010599052,0.00006219326,2.9129887e-7,0.0000024078963,0.000009207972,0.000017943103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995394,0.000010347914,0.000100106416,0.00010569108,0.000064145985,0.00018032073],"domain_scores_gemma":[0.99984837,0.000019453075,0.000006479289,0.00008016621,0.00000590599,0.000039651524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038989412,0.00008599963,0.00009425519,0.000056488803,0.000015599613,0.000016894455,0.00003293214,0.00007237648,0.000016622807],"category_scores_gemma":[0.000012002385,0.00007991917,0.000033822336,0.0001724332,0.0000073073993,0.000023759458,0.0000015817716,0.00017331103,0.000034667664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012451081,0.00001772248,0.000045247118,0.00001035374,0.000002524657,0.000006784605,0.000009768469,0.000062479456,0.9913868,0.0001300301,0.00014858916,0.008167265],"study_design_scores_gemma":[0.00034400314,0.00008404192,0.0069204434,0.00007212507,0.000006020613,0.000004275505,0.0000049655127,0.03935995,0.9482973,0.00035361724,0.0043748235,0.00017838932],"about_ca_topic_score_codex":0.0000036549955,"about_ca_topic_score_gemma":0.000010145037,"teacher_disagreement_score":0.04308944,"about_ca_system_score_codex":0.000041042516,"about_ca_system_score_gemma":0.0000041636613,"threshold_uncertainty_score":0.3259009},"labels":[],"label_agreement":null},{"id":"W2114631721","doi":"10.1039/b800600h","title":"Teflon films for chemically-inert microfluidic valves and pumps","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":126,"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":"National Institute of General Medical Sciences; National Cancer Institute; McMaster University","keywords":"Polydimethylsiloxane; Microfluidics; Materials science; Inert; Fluoropolymer; Membrane; Nanotechnology; Wafer; PDMS stamp; Polymer; Composite material; Fabrication; Chemistry; Organic chemistry","score_opus":0.01012232150258119,"score_gpt":0.20338184380987268,"score_spread":0.1932595223072915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114631721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552125,0.040146843,0.00063111103,0.00019776521,0.00005077585,0.00027770599,0.00002950397,0.00022121974,0.003232611],"genre_scores_gemma":[0.90297025,0.095015384,0.00045601782,0.0004289975,0.0001302726,0.00016894891,0.00006564853,0.0000588496,0.00070560747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993589,0.000005776939,0.00014262911,0.00018883325,0.000071258895,0.00023263703],"domain_scores_gemma":[0.9996394,0.000045217053,0.000014494242,0.00020400893,0.000018027538,0.00007888609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041844618,0.00014399235,0.00014880276,0.000042464308,0.000099558914,0.0000119365595,0.00010215148,0.00008130662,0.00005701424],"category_scores_gemma":[0.0000099013405,0.00013564326,0.000055788987,0.00010186821,0.00004373323,0.000026265225,0.00001337851,0.0000989745,0.00003681235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010391129,0.000017245506,0.0000671103,0.000027088272,0.000018838933,9.652443e-7,0.0000752799,9.491113e-7,0.7724283,0.000690004,0.22618367,0.0004801793],"study_design_scores_gemma":[0.0003935135,0.000056408968,0.000867297,0.000013984429,0.000014346648,0.000032143227,0.000011399604,0.00021053024,0.7739597,0.00031604702,0.22392969,0.0001949431],"about_ca_topic_score_codex":0.0000051558363,"about_ca_topic_score_gemma":3.637743e-7,"teacher_disagreement_score":0.05486854,"about_ca_system_score_codex":0.000019825457,"about_ca_system_score_gemma":0.000015082141,"threshold_uncertainty_score":0.5531372},"labels":[],"label_agreement":null},{"id":"W2116095238","doi":"10.1039/c004857g","title":"Microfluidic perfusion system for culturing and imaging yeast cell microarrays and rapidly exchanging media","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Pipette; Live cell imaging; Fluorescence microscope; Microfabrication; Microscopy; Membrane; Nanotechnology; Yeast; Biomedical engineering; Materials science; Chemistry; Biophysics; Fluorescence; Cell; Biology; Biochemistry; Fabrication","score_opus":0.005721474790588632,"score_gpt":0.1794317142724748,"score_spread":0.1737102394818862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116095238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885111,0.008451261,0.00084878394,0.00011204124,0.0004902755,0.00021367476,0.000025982778,0.00074028916,0.00060659193],"genre_scores_gemma":[0.9961506,0.0012079336,0.0023399345,0.00003926552,0.0001554544,0.000009054315,0.000009602882,0.000042397824,0.000045773097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999206,0.00000851993,0.00015508875,0.0002555404,0.00006954854,0.00030531196],"domain_scores_gemma":[0.99964225,0.00004797052,0.000029554594,0.0001929163,0.000022523222,0.00006477531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016619555,0.00020413933,0.00018628775,0.00013212264,0.00015303711,0.00007690939,0.00010206452,0.0001279559,0.0000036467766],"category_scores_gemma":[0.000024740804,0.00017630222,0.000036074794,0.00007816765,0.00007544239,0.000058147685,0.00006981019,0.0002395664,0.000007320309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008336345,0.00000643771,0.00024385031,0.0002777174,0.000004113186,0.000005253469,0.0005555063,3.075698e-7,0.98525965,0.00018088342,0.0026013653,0.010856595],"study_design_scores_gemma":[0.00060317304,0.000017306314,0.0004284857,0.00023563611,0.000018808929,0.00008575045,0.0011117868,0.0010613166,0.98278993,0.000039102397,0.013334671,0.00027403262],"about_ca_topic_score_codex":0.000008554077,"about_ca_topic_score_gemma":0.0000035965884,"teacher_disagreement_score":0.0107333055,"about_ca_system_score_codex":0.000024377407,"about_ca_system_score_gemma":0.000005512675,"threshold_uncertainty_score":0.71893954},"labels":[],"label_agreement":null},{"id":"W2116848708","doi":"10.1039/c5lc00492f","title":"Development of a platform for single cell genomics using convex lens-induced confinement","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research","keywords":"Lysis; Chip; Fluidics; DNA; genomic DNA; Materials science; Nanotechnology; Microfluidics; Optoelectronics; Biological system; Chemistry; Computer science; Engineering; Biology","score_opus":0.11065136614367796,"score_gpt":0.24069701184381379,"score_spread":0.13004564570013583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116848708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927472,0.0001560647,0.0040449384,0.00002302178,0.00021890983,0.0002287901,0.000009418404,0.00021937846,0.0023522768],"genre_scores_gemma":[0.95793253,0.000008176748,0.04192407,0.00004424319,0.000024824796,0.00000437711,0.000009263275,0.000023010443,0.00002952227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936074,0.0000024407884,0.00023149248,0.00011538992,0.000089256195,0.00020067826],"domain_scores_gemma":[0.9996942,0.000017917477,0.00004832448,0.00016028552,0.000043657867,0.00003559422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012269149,0.00012972308,0.00017946404,0.000069111244,0.00003274872,0.00001175307,0.00010004833,0.00010230601,0.0000047471844],"category_scores_gemma":[0.00001723739,0.000119429904,0.000030840598,0.00006333006,0.000021774067,0.0000242615,0.000034915884,0.000068008645,0.000008802975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000222848,0.000039630944,0.000009557333,0.00006691976,0.000018307446,0.0000011338278,0.00066772354,0.00008160998,0.9928105,0.0002718952,0.0007352128,0.0052752136],"study_design_scores_gemma":[0.00062739814,0.00008623441,0.000009417651,0.00003663785,0.000009536561,0.0000027837152,0.0004899231,0.0025596975,0.96445584,0.00007926217,0.03149132,0.00015192147],"about_ca_topic_score_codex":0.0000053986137,"about_ca_topic_score_gemma":0.000004909336,"teacher_disagreement_score":0.03787913,"about_ca_system_score_codex":0.00017010944,"about_ca_system_score_gemma":0.000070583446,"threshold_uncertainty_score":0.487021},"labels":[],"label_agreement":null},{"id":"W2117397508","doi":"10.1039/c1lc20557a","title":"Ensembles of engineered cardiac tissues for physiological and pharmacological study: Heart on a chip","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":538,"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":"National Heart, Lung, and Blood Institute; National Institute of Neurological Disorders and Stroke; McMaster University; National Science Foundation","keywords":"Contractility; Cardiac muscle; Biomedical engineering; Replicate; Myocyte; Computer science; Biology; Anatomy; Cardiology; Internal medicine; Medicine; Mathematics","score_opus":0.07944715391508554,"score_gpt":0.32945766428990225,"score_spread":0.2500105103748167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117397508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973776,0.0001400853,0.000046107514,0.000052568997,0.00017387296,0.0005709703,0.000021964732,0.00017477378,0.0014420623],"genre_scores_gemma":[0.9985242,0.000053625397,0.0010505331,0.000053568434,0.00012800367,0.00010934617,0.0000037476066,0.000022552365,0.00005442761],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989588,0.00008007836,0.00018426408,0.0002357605,0.00022933903,0.00031175622],"domain_scores_gemma":[0.99926627,0.00039011316,0.000016358435,0.00016494894,0.000028189674,0.00013411754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036621589,0.00015720846,0.00032498778,0.00007803451,0.00003583444,0.000009746665,0.00015674642,0.00010453662,0.00010283573],"category_scores_gemma":[0.00026498482,0.00011697334,0.00006923779,0.00011868627,0.00008281687,0.000018889677,0.000059133756,0.00024621503,0.000024731313],"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":[0.0016603674,0.0034168165,0.012875873,0.0009098627,0.0010917374,0.00005341403,0.005146094,0.0005163349,0.90117514,0.005976695,0.016490487,0.050687186],"study_design_scores_gemma":[0.0033439482,0.007940154,0.5934719,0.00017628603,0.000098090415,0.000003337242,0.00032156697,0.0061054584,0.37538314,0.0014638766,0.010957061,0.00073522155],"about_ca_topic_score_codex":0.000009831972,"about_ca_topic_score_gemma":6.0677365e-7,"teacher_disagreement_score":0.58059597,"about_ca_system_score_codex":0.000018348885,"about_ca_system_score_gemma":0.0000076048923,"threshold_uncertainty_score":0.47700343},"labels":[],"label_agreement":null},{"id":"W2121138505","doi":"10.1039/c5lc00021a","title":"Artery-on-a-chip platform for automated, multimodal assessment of cerebral blood vessel structure and function","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; Heart and Stroke Foundation; St. Michael's Hospital; MaRS; Hospital for Sick Children; Toronto Public Health; Discovery Centre; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biomedical engineering; Microfluidics; Blood vessel; Staining; In vivo; Chemistry; Anatomy; Materials science; Pathology; Nanotechnology; Biology; Medicine; Internal medicine","score_opus":0.024949269008744265,"score_gpt":0.29651747425252084,"score_spread":0.27156820524377656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121138505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963605,0.000024175737,0.0009538171,0.0000875444,0.0003844885,0.0002982321,0.00006850856,0.0003355906,0.0014871585],"genre_scores_gemma":[0.9951365,0.000003197631,0.004525923,0.000051043633,0.00014143491,0.00002308855,0.000035637557,0.000032811397,0.000050391944],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892706,0.000017561073,0.00019422495,0.0001937365,0.00038220058,0.0002852406],"domain_scores_gemma":[0.9993428,0.000172561,0.000034702156,0.0002145049,0.00005331004,0.00018215048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026058362,0.00014980961,0.00018365354,0.000119079574,0.00003678288,0.000036003134,0.00012405068,0.0001461116,0.00003240664],"category_scores_gemma":[0.00014129278,0.0001261618,0.000035117784,0.00012198663,0.00004892985,0.00006660183,0.00003797736,0.00028047743,0.0000064672263],"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":[0.0031204836,0.0028564192,0.16261616,0.0089263385,0.0036815421,0.000102157406,0.0057702786,0.095680356,0.29562673,0.075563885,0.051934753,0.29412088],"study_design_scores_gemma":[0.0054234145,0.0014202864,0.17831707,0.00018180851,0.00005257411,0.0000148141635,0.00008506061,0.7876351,0.021161601,0.0029301876,0.0024209763,0.00035712242],"about_ca_topic_score_codex":0.000011390858,"about_ca_topic_score_gemma":0.0000058839055,"teacher_disagreement_score":0.69195473,"about_ca_system_score_codex":0.000052382165,"about_ca_system_score_gemma":0.00004543602,"threshold_uncertainty_score":0.5144729},"labels":[],"label_agreement":null},{"id":"W2121208129","doi":"10.1039/c2lc20951a","title":"Education: a microfluidic platform for university-level analytical chemistry laboratories","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"University of Toronto","funders":"","keywords":"Microfluidics; Titration; Base (topology); Repeatability; Acid–base titration; Chemistry; Hazardous waste; Nanotechnology; Engineering; Chromatography; Materials science; Organic chemistry; Waste management; Mathematics","score_opus":0.05527497484021852,"score_gpt":0.2943788184326374,"score_spread":0.2391038435924189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121208129","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":[0.000012762461,0.97318757,0.010576683,0.000018737355,0.00049544213,0.0006039723,0.000684485,0.00037341227,0.014046935],"genre_scores_gemma":[0.000077401186,0.9894193,0.0009994325,0.000095950265,0.0007953535,0.00008153256,0.0019617463,0.00012693461,0.0064423513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885464,0.00001107024,0.00039446104,0.00027110195,0.00012843631,0.00034029508],"domain_scores_gemma":[0.99914163,0.00007107047,0.00011706112,0.00040306975,0.00019476807,0.00007237716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020149219,0.0004278342,0.00073260325,0.00018959612,0.00008702255,0.00003251564,0.00032775407,0.0004792337,0.00010003242],"category_scores_gemma":[0.000031118157,0.00042045672,0.00018038892,0.0010627527,0.00007361958,0.00011436024,0.00004399916,0.00044929486,0.0000681516],"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":[0.0000092048695,0.000079897305,9.607885e-7,0.014989519,0.00020946887,0.0000019933432,0.000056455352,2.8764783e-8,0.00023151646,0.061965585,0.099492036,0.82296336],"study_design_scores_gemma":[0.000121556965,0.000015706875,7.3636664e-7,0.00175675,0.00028398648,0.00001111664,0.000040282957,0.000002500003,0.0019869923,0.0001180092,0.99523324,0.00042915356],"about_ca_topic_score_codex":0.0000013239859,"about_ca_topic_score_gemma":5.604416e-8,"teacher_disagreement_score":0.89574116,"about_ca_system_score_codex":0.0005736733,"about_ca_system_score_gemma":0.00048431417,"threshold_uncertainty_score":0.9998247},"labels":[],"label_agreement":null},{"id":"W2121561405","doi":"10.1039/c0lc00228c","title":"High-throughput tracking of single yeast cells in a microfluidic imaging matrix","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"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 Institute of Biomedical Imaging and Bioengineering; National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Microfluidics; Biological system; Throughput; Matrix (chemical analysis); Live cell imaging; Nanotechnology; Yeast; Chemistry; Computer science; Materials science; Cell; Biology; Biochemistry","score_opus":0.005819136654386391,"score_gpt":0.25027475660519666,"score_spread":0.24445561995081028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121561405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974075,0.00032249308,0.00046175785,0.00008232715,0.00004751145,0.000092395014,0.000007749479,0.000019589805,0.001558658],"genre_scores_gemma":[0.99699503,0.000080297956,0.002175517,0.00021807871,0.00009920407,0.00000556218,0.00003359887,0.000023625182,0.00036907752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920654,0.000032876855,0.00021653577,0.0002774955,0.000088339184,0.0001782261],"domain_scores_gemma":[0.9994278,0.000008579952,0.000089300396,0.00039823778,0.000043529606,0.00003254235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016801814,0.00012038241,0.00016093322,0.0000777353,0.000022346141,0.000025368889,0.00017912495,0.00008763844,0.000040250747],"category_scores_gemma":[0.000041078663,0.00012119082,0.00008645474,0.00012706223,0.000063043444,0.0000043850555,0.000070036804,0.00014599369,0.0000095459245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021842778,0.00013653857,0.0011151279,0.000012553132,0.000010197352,0.000007868104,0.000034102053,0.000001449324,0.99404985,0.000039741404,0.0022758641,0.0022948978],"study_design_scores_gemma":[0.00027361402,0.000056730933,0.00079119107,0.000019838284,0.000012134128,0.0000054485295,0.000019054245,0.000011165434,0.9894201,0.00009610147,0.009172583,0.000122047524],"about_ca_topic_score_codex":0.00020201295,"about_ca_topic_score_gemma":0.00012634989,"teacher_disagreement_score":0.006896719,"about_ca_system_score_codex":0.00000929279,"about_ca_system_score_gemma":0.00002144558,"threshold_uncertainty_score":0.4942018},"labels":[],"label_agreement":null},{"id":"W2121660696","doi":"10.1039/c3lc51332g","title":"Fast screening of bacterial suspension culture conditions on chips","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"L'Alliance Boviteq","funders":"","keywords":"Suspension culture; Suspension (topology); Microbiological culture; Bacteria; Microbiology; Biology; Cell culture; Genetics","score_opus":0.013652364873474591,"score_gpt":0.23281793717551974,"score_spread":0.21916557230204514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121660696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380832,0.000020083651,0.021920092,0.00014462175,0.00034243,0.00038752815,0.00008242019,0.0004280303,0.03859164],"genre_scores_gemma":[0.99783367,0.000004282158,0.001085791,0.00023451373,0.0001250241,0.000024853196,0.0003263734,0.000024151368,0.00034136136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99938655,0.000012969908,0.00021779368,0.000118855976,0.0001193633,0.0001444473],"domain_scores_gemma":[0.9996276,0.000016174448,0.000048154816,0.00018734371,0.00009827995,0.000022443452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007214024,0.0001328552,0.00013905452,0.00011176659,0.00004922445,0.000018370334,0.00009296406,0.000096173215,0.0005826109],"category_scores_gemma":[0.000020938009,0.00011565655,0.0000332564,0.0002799208,0.000041570223,0.00009180888,0.000017335611,0.00020071783,0.00011475973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012783253,0.000028884262,0.00003746367,0.000021886259,0.000018773317,9.540415e-7,0.00023306668,0.000046667017,0.92298853,0.030001933,0.042335797,0.004273245],"study_design_scores_gemma":[0.00043614456,0.00017120814,0.0062989937,0.00016218431,0.000006469933,0.0000046888094,0.00011574607,0.00035906993,0.98107576,0.001082875,0.010083825,0.00020302615],"about_ca_topic_score_codex":0.0000073399297,"about_ca_topic_score_gemma":3.1814258e-7,"teacher_disagreement_score":0.059750494,"about_ca_system_score_codex":0.000032640295,"about_ca_system_score_gemma":0.0000060121274,"threshold_uncertainty_score":0.6379181},"labels":[],"label_agreement":null},{"id":"W2122459375","doi":"10.1039/c2lc40630f","title":"Microfluidic designs and techniques using lab-on-a-chip devices for pathogen detection for point-of-care diagnostics","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":460,"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; McGill University","funders":"","keywords":"Software portability; Microfluidics; Point-of-care testing; Point of care; Infectious disease (medical specialty); Lab-on-a-chip; Nanotechnology; Molecular diagnostics; Computer science; Medicine; Disease; Biology; Bioinformatics; Pathology","score_opus":0.064416334349679,"score_gpt":0.3047464919427646,"score_spread":0.2403301575930856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122459375","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":[0.0005382698,0.98445576,0.012480276,0.0000039236547,0.00030890972,0.0014957386,0.00045778754,0.00019288191,0.000066439694],"genre_scores_gemma":[0.004618146,0.99143827,0.0029617336,0.00003081737,0.0005205169,0.0002087019,0.00007055937,0.00013932031,0.000011933386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988332,0.000052424362,0.00041877208,0.00028325763,0.00009945693,0.00031292145],"domain_scores_gemma":[0.9989092,0.0005727566,0.00014185296,0.00021352699,0.0000712309,0.000091437025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020515895,0.00039324924,0.0008150765,0.00021551375,0.00010038743,0.000041963347,0.00010025329,0.00046904237,0.0000032968987],"category_scores_gemma":[0.00012296581,0.00033125113,0.00031982272,0.00017498719,0.000030961568,0.000054974826,0.000019644835,0.00024024217,0.000003512772],"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":[0.00001712826,0.000023520735,0.0000028977374,0.02429882,0.00008990832,7.3594674e-7,0.00003570385,0.0000016648613,0.0022946813,0.00011941018,0.0000590341,0.9730565],"study_design_scores_gemma":[0.0002448867,0.00063895434,0.000010235965,0.010446577,0.0016483412,0.00002002814,0.00003182633,0.000372274,0.031419694,0.00019702014,0.95427924,0.00069093215],"about_ca_topic_score_codex":0.0000052942823,"about_ca_topic_score_gemma":0.000010040188,"teacher_disagreement_score":0.97236556,"about_ca_system_score_codex":0.000111423615,"about_ca_system_score_gemma":0.000019096307,"threshold_uncertainty_score":0.99991393},"labels":[],"label_agreement":null},{"id":"W2122663579","doi":"10.1039/c1lc20506d","title":"Tools for micropatterning epithelial cells into microcolonies on transwell filter substrates","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","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":"Micropatterning; Epithelium; Cell biology; Biology; Biomedical engineering; Materials science; Nanotechnology; Engineering","score_opus":0.023449990729677902,"score_gpt":0.23695531364956224,"score_spread":0.21350532291988433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122663579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741626,0.00015073875,0.0004481335,0.000079387064,0.00016239464,0.00035225667,0.00020301035,0.000014941761,0.0011728934],"genre_scores_gemma":[0.9959102,0.000042999443,0.0012558631,0.0016655242,0.00021944317,0.000082718325,0.00013708883,0.000031121064,0.0006550237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991574,0.000035455832,0.00015334866,0.00033781218,0.00006389394,0.00025208187],"domain_scores_gemma":[0.99954796,0.00002399511,0.00004882336,0.00023942831,0.00003462523,0.00010514701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006368044,0.00018563436,0.00013039006,0.00002899506,0.00007756796,0.000034167162,0.00018118019,0.000118889366,0.000091596485],"category_scores_gemma":[0.000025070978,0.0001621004,0.00013465747,0.000025336321,0.000052122057,0.0000028160805,0.000020308627,0.00006177481,0.000076241035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060064875,0.0001457767,0.00030479606,0.000043929624,0.000035373658,0.0000031401255,0.00041500677,0.0000069343114,0.99535376,0.000016518043,0.0016448826,0.0014292313],"study_design_scores_gemma":[0.0007421137,0.00094393437,0.003113152,0.0000242484,0.000024010647,0.0000018455155,0.00008027526,0.0000034148613,0.9694358,0.00015325822,0.025267206,0.00021072768],"about_ca_topic_score_codex":0.000015716058,"about_ca_topic_score_gemma":0.000022045107,"teacher_disagreement_score":0.02591795,"about_ca_system_score_codex":0.000005946349,"about_ca_system_score_gemma":0.00004169609,"threshold_uncertainty_score":0.66102624},"labels":[],"label_agreement":null},{"id":"W2123973913","doi":"10.1039/c2lc40061h","title":"A miniaturized and integrated gel post platform for multiparameter PCR detection of herpes simplex viruses from raw genital swabs","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Herpesvirus Infections and Treatments","field":"Medicine","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":"Provincial Laboratory of Public Health; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research","keywords":"Herpes simplex virus; Primer (cosmetics); Virology; Polymerase chain reaction; HSL and HSV; Real-time polymerase chain reaction; Biology; Point of care; Chromatography; Molecular biology; Virus; Chemistry; Medicine; Gene; Pathology","score_opus":0.03882320522610224,"score_gpt":0.29903885710585676,"score_spread":0.26021565187975454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123973913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833304,0.00018202029,0.00018051399,0.000028767176,0.00019719187,0.0005800237,0.0001992902,0.000056275858,0.00024286444],"genre_scores_gemma":[0.9967373,0.000013077802,0.002444125,0.0003559216,0.0001234124,0.00007524079,0.00008766017,0.000027691633,0.00013555687],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925876,0.000017244216,0.00022319816,0.00017480877,0.00010131538,0.00022469068],"domain_scores_gemma":[0.99928343,0.00025137546,0.00008674343,0.00017734991,0.00007274244,0.00012838305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076036085,0.00017147198,0.0002898057,0.00010953225,0.000075452874,0.00001545707,0.000026963638,0.00013833061,0.00008496682],"category_scores_gemma":[0.00014998415,0.00012361846,0.00010511301,0.00010464854,0.00004972547,0.00012141933,0.0000152825,0.00009725092,0.000027757225],"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":[0.009780109,0.003510799,0.026694283,0.00016587003,0.0017069565,0.000012381944,0.0032481772,0.000001996161,0.2788883,0.00019977555,0.00013267898,0.6756587],"study_design_scores_gemma":[0.01824158,0.0021636423,0.18022428,0.00019417788,0.0007491188,0.000041376043,0.00054758287,0.0009886782,0.71446973,0.00037568796,0.081582576,0.00042157364],"about_ca_topic_score_codex":0.0010213647,"about_ca_topic_score_gemma":0.00029290718,"teacher_disagreement_score":0.6752371,"about_ca_system_score_codex":0.0000529752,"about_ca_system_score_gemma":0.000021382964,"threshold_uncertainty_score":0.50410146},"labels":[],"label_agreement":null},{"id":"W2124446601","doi":"10.1039/c3lc50194a","title":"Controlled microfluidic switching in arbitrary time-sequences with low drag","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Simon Fraser University","funders":"Knut och Alice Wallenbergs Stiftelse; Life Technologies Corporation","keywords":"Microfluidics; Range (aeronautics); Biological system; Drag; Surface (topology); Function (biology); Fluorescence microscope; Flow (mathematics); Computer science; Nanotechnology; Biophysics; Materials science; Mechanics; Physics; Fluorescence; Mathematics; Optics; Biology","score_opus":0.0030831452662542624,"score_gpt":0.17477092265720004,"score_spread":0.1716877773909458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124446601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97017974,0.0178358,0.00021748489,0.00025936053,0.000027924909,0.0005689682,0.0000030158926,0.0001924447,0.010715263],"genre_scores_gemma":[0.9914855,0.0072689573,0.00009038253,0.00044435653,0.000055358585,0.0002646197,0.000012163087,0.00004055296,0.00033813738],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990965,0.000030003897,0.00023040205,0.00020432423,0.00012540042,0.00031334916],"domain_scores_gemma":[0.99956656,0.00006745405,0.000029012746,0.00024421082,0.00001795367,0.000074783966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088537534,0.00018946064,0.00028079347,0.00011217331,0.000054515094,0.000054624215,0.00017329174,0.00007304891,0.00042327843],"category_scores_gemma":[0.000006524831,0.00014648192,0.000047194153,0.00024757106,0.000025907739,0.00009416647,0.00000964021,0.00024104447,0.0007586884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004326974,0.00004085219,0.00022620948,0.000022268494,0.000037207057,0.0000072515572,0.00016288583,0.000026920547,0.9787634,0.0008207405,0.019186964,0.0006620484],"study_design_scores_gemma":[0.009866763,0.0004926966,0.008230443,0.0005903956,0.000075742464,0.000070394824,0.00026156742,0.0101013435,0.9366719,0.00532826,0.026658464,0.0016519924],"about_ca_topic_score_codex":0.000073536125,"about_ca_topic_score_gemma":0.0000049009454,"teacher_disagreement_score":0.042091444,"about_ca_system_score_codex":0.000054910706,"about_ca_system_score_gemma":0.0000329878,"threshold_uncertainty_score":0.9751657},"labels":[],"label_agreement":null},{"id":"W2125707107","doi":"10.1039/b805172k","title":"Photobleaching absorbed Rhodamine B to improve temperature measurements in PDMS microchannels","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":62,"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; King Saud University","keywords":"Photobleaching; Rhodamine B; Rhodamine; Materials science; Microfluidics; Fluorescence; Fluorescence recovery after photobleaching; Absorption (acoustics); SIGNAL (programming language); Temperature measurement; Analytical Chemistry (journal); Optoelectronics; Nanotechnology; Optics; Chemistry; Chromatography; Composite material; Thermodynamics","score_opus":0.014171299085864128,"score_gpt":0.21271313585143423,"score_spread":0.1985418367655701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125707107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924661,0.0040199286,0.0000936168,0.00014805436,0.000109916604,0.00038315597,0.000014853008,0.00015838935,0.002606007],"genre_scores_gemma":[0.9962313,0.0023783864,0.00011969308,0.0005716545,0.00009511107,0.000117634554,0.000018976709,0.00004733936,0.00041989202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990253,0.000020767704,0.00020761525,0.00025202197,0.000164277,0.00033002562],"domain_scores_gemma":[0.99955535,0.000014918503,0.000016845413,0.00028683085,0.000024129784,0.0001019333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011195053,0.00018988477,0.0001859376,0.0001320242,0.00008600092,0.000016932478,0.00017649926,0.00009548161,0.000057819543],"category_scores_gemma":[0.0000149761445,0.00018619445,0.000044166965,0.00033137226,0.000011369356,0.00003845824,0.000018609546,0.0002721689,0.00016886005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016787126,0.0000440352,0.00014390827,0.000016341117,0.000015697207,0.000004785685,0.00053485355,0.00011573478,0.9790398,0.000059302612,0.019665858,0.00034289318],"study_design_scores_gemma":[0.0005537913,0.00007471951,0.0025483104,0.000045583736,0.000005247828,0.0000136759,0.000034271827,0.00010086481,0.9822741,0.000059957336,0.014009968,0.00027951787],"about_ca_topic_score_codex":0.000036906753,"about_ca_topic_score_gemma":0.00002126375,"teacher_disagreement_score":0.005655889,"about_ca_system_score_codex":0.00012131693,"about_ca_system_score_gemma":0.000018378107,"threshold_uncertainty_score":0.75927895},"labels":[],"label_agreement":null},{"id":"W2126750664","doi":"10.1039/c004590j","title":"Droplet-based microfluidic system for multicellular tumor spheroid formation and anticancer drug testing","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":247,"is_retracted":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":"Spheroid; Multicellular organism; Cell culture; Cell; Microfluidics; Chemistry; Biophysics; Flow cytometry; Biomedical engineering; Cell biology; In vitro; Nanotechnology; Biology; Materials science; Immunology; Biochemistry; Medicine","score_opus":0.011453093443916134,"score_gpt":0.2192977066175626,"score_spread":0.20784461317364647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126750664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.757133,0.00019407846,0.2397153,0.00006779983,0.0003587515,0.0005671386,0.000039998795,0.00064852834,0.0012753991],"genre_scores_gemma":[0.98733217,0.000001402378,0.012075871,0.0002141868,0.00012277372,0.00009949869,0.00005763053,0.000046593497,0.000049883478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991879,0.000009973071,0.00029450853,0.00017282159,0.00010693973,0.00022785318],"domain_scores_gemma":[0.9994593,0.00009205183,0.000071046146,0.00020451478,0.00013994303,0.00003310856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003392008,0.00017466718,0.00016351968,0.000103787796,0.00010572026,0.00004503284,0.000098017925,0.00006500566,0.000010966373],"category_scores_gemma":[0.00007876964,0.00016929433,0.000026323416,0.00030337053,0.00004946616,0.00011249753,0.000013620535,0.00022418822,0.000015978963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015040158,0.000013135862,0.0001841856,0.00045681014,0.000007270269,0.0000022078616,0.00008879215,0.0000063210446,0.9876722,0.0036879757,0.0023846086,0.005481468],"study_design_scores_gemma":[0.00064182427,0.00003735243,0.00025734163,0.00014433819,0.000013509485,0.000013003243,0.00007745893,0.04075252,0.94917494,0.00008189637,0.0085987765,0.00020701802],"about_ca_topic_score_codex":0.000010116933,"about_ca_topic_score_gemma":0.0000010085834,"teacher_disagreement_score":0.23019914,"about_ca_system_score_codex":0.00007886107,"about_ca_system_score_gemma":0.000021978552,"threshold_uncertainty_score":0.6903623},"labels":[],"label_agreement":null},{"id":"W2127237813","doi":"10.1039/c2lc21004e","title":"Virtual microwells for digital microfluidic reagent dispensing and cell culture","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":93,"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":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Reagent; Microfluidics; Nanotechnology; Materials science; Chemistry; Chromatography; Organic chemistry","score_opus":0.011015243212362713,"score_gpt":0.1858054756214023,"score_spread":0.17479023240903957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127237813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98663515,0.005194237,0.0016095501,0.000037118698,0.0001657106,0.00021030294,0.000040280225,0.0007336574,0.005373987],"genre_scores_gemma":[0.99709785,0.0008978106,0.00078812696,0.000090348345,0.000044500273,0.000009555031,0.000015033998,0.000042456784,0.0010143108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930567,0.000005028922,0.00013675446,0.0002065255,0.000047728634,0.0002983019],"domain_scores_gemma":[0.9996995,0.000027303802,0.000021935013,0.0001890506,0.0000151065115,0.00004710689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005152368,0.00017867643,0.00014624734,0.000059436104,0.000065401095,0.00005065036,0.00011769196,0.00012721794,0.0000060971693],"category_scores_gemma":[0.000023386772,0.0001571213,0.00005118124,0.00007198018,0.000050491384,0.00007005649,0.00003288013,0.00016522166,0.000029592935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024727495,0.000034170018,0.00016205008,0.000047366575,0.000022965763,0.000005864171,0.0011353994,3.9682385e-7,0.9511396,0.00057403813,0.028500298,0.018353105],"study_design_scores_gemma":[0.00037431382,0.00022271041,0.00016298931,0.00004928205,0.000014289802,0.000015300868,0.00023359562,0.000010442581,0.9568254,0.00035760563,0.041520834,0.00021323276],"about_ca_topic_score_codex":0.000003935285,"about_ca_topic_score_gemma":0.0000011527067,"teacher_disagreement_score":0.018139873,"about_ca_system_score_codex":0.00002783541,"about_ca_system_score_gemma":0.0000063229973,"threshold_uncertainty_score":0.6407221},"labels":[],"label_agreement":null},{"id":"W2127618185","doi":"10.1039/c0lc00599a","title":"Analysis and modeling of flow in rotating spiral microchannels: towards math-aided design of microfluidic systems using centrifugal pumping","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microchannel; Computational fluid dynamics; Curvilinear coordinates; Mechanics; Microfluidics; Spiral (railway); Mechanical engineering; Flow (mathematics); Centrifugal force; Rotation (mathematics); Fluid dynamics; Engineering; Simulation; Physics; Mathematics; Geometry; Thermodynamics","score_opus":0.03926560323890001,"score_gpt":0.2272965362461285,"score_spread":0.1880309330072285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127618185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7980092,0.022208162,0.17944159,0.000001389701,0.000026959522,0.00020953677,0.000013386151,0.000031731393,0.000058045123],"genre_scores_gemma":[0.98914284,0.0079345135,0.0028417376,0.000007423898,0.000019720455,0.00001538167,0.0000066922194,0.000029105588,0.0000025963986],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882156,0.000060057675,0.0005157878,0.00021319943,0.00012258595,0.00026681795],"domain_scores_gemma":[0.999572,0.000025439707,0.00008945244,0.00021236647,0.000049255585,0.000051529052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029142917,0.00017316187,0.00042412992,0.00037535562,0.00003847085,0.00001307189,0.00012808952,0.00009195552,0.000008781862],"category_scores_gemma":[0.000013229459,0.00017859951,0.000078623736,0.00065618026,0.000026142978,0.000056843506,0.000024925619,0.00012418453,0.0000010309406],"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":[0.00003465303,0.00004015361,0.0012064022,0.00022006346,0.00021250757,0.0000029675377,0.0019694457,0.049269825,0.9463988,0.00018204303,0.000014773706,0.00044838313],"study_design_scores_gemma":[0.00024890245,0.000031494073,0.00025873445,0.00013547578,0.00013159572,0.00000477172,0.00023627761,0.74886,0.24990709,0.000041887986,0.0000039839833,0.000139768],"about_ca_topic_score_codex":0.00048943225,"about_ca_topic_score_gemma":0.0000032844725,"teacher_disagreement_score":0.6995902,"about_ca_system_score_codex":0.000049766764,"about_ca_system_score_gemma":0.000029634886,"threshold_uncertainty_score":0.72830766},"labels":[],"label_agreement":null},{"id":"W2129162784","doi":"10.1039/b712486d","title":"Matrix-dependent adhesion of vascular and valvular endothelial cells in microfluidic channels","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":158,"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; University of New Brunswick","funders":"Canada Research Chairs","keywords":"Extracellular matrix; Fibronectin; Adhesion; Cell adhesion; Cell biology; Endothelial stem cell; Matrix (chemical analysis); Endothelium; Type I collagen; Biophysics; Chemistry; Materials science; Biology; In vitro; Biochemistry; Endocrinology; Composite material","score_opus":0.013564189806890324,"score_gpt":0.27555444229250287,"score_spread":0.26199025248561253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129162784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99605054,0.0025285864,0.00024991724,0.00011044971,0.0001914174,0.00027256407,0.00002475484,0.000014958608,0.0005568235],"genre_scores_gemma":[0.998133,0.0008982062,0.00019612252,0.0001391217,0.00008725055,0.0000037928683,0.000009137364,0.00001414059,0.0005192174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991851,0.00002639307,0.00027111918,0.00016547539,0.00018209878,0.00016982031],"domain_scores_gemma":[0.99954677,0.00010379101,0.000050332,0.0001900482,0.00002787898,0.00008120708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036022926,0.00009883781,0.00020817015,0.00017649896,0.000018465931,0.000005561209,0.000044778404,0.00007315224,0.0001621456],"category_scores_gemma":[0.00006126365,0.000087060005,0.00010061087,0.00010134883,0.000028213874,0.000020334304,0.000032969423,0.00011936502,0.000025498197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009630623,0.0020125317,0.04108913,0.0005601796,0.000096232645,0.00073376775,0.00085633027,0.000012253886,0.93648255,0.0019329389,0.0010510879,0.014209945],"study_design_scores_gemma":[0.005509371,0.0015544046,0.09329813,0.00086266187,0.000109944864,0.0000576683,0.0002581684,0.000050209255,0.88716966,0.00033925378,0.01060708,0.00018345228],"about_ca_topic_score_codex":0.00018323636,"about_ca_topic_score_gemma":0.000027716667,"teacher_disagreement_score":0.052208997,"about_ca_system_score_codex":0.000032275257,"about_ca_system_score_gemma":0.000018103794,"threshold_uncertainty_score":0.3550204},"labels":[],"label_agreement":null},{"id":"W2129199209","doi":"10.1039/c2lc41002h","title":"Engineered cell culture substrates for axon guidance studies: moving beyond proof of concept","year":2012,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Semaphorin; Netrin; Axon guidance; Neuroscience; Axon; Ephrin; Growth cone; Regeneration (biology); Biology; Neurotrophin; Nervous system; Cell biology; Signal transduction; Receptor; Genetics","score_opus":0.12704398289645083,"score_gpt":0.348515459166116,"score_spread":0.22147147626966515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129199209","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":[0.00017870308,0.9959259,0.00007505855,0.000014615987,0.0005267339,0.0016017966,0.000278513,0.00006410647,0.0013345903],"genre_scores_gemma":[0.006770954,0.98992693,0.0002810202,0.00026111014,0.00058699265,0.0003823601,0.00002548253,0.000107689295,0.001657483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973562,0.00018008909,0.00080954825,0.00070737634,0.00038162098,0.00056521257],"domain_scores_gemma":[0.9975233,0.0010702146,0.00076334196,0.00043339562,0.00009527509,0.000114452705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027409915,0.0005921509,0.0015611398,0.00010308188,0.00013818452,0.00002896377,0.0005889595,0.0002670868,0.00003063101],"category_scores_gemma":[0.00050855364,0.00043491807,0.00048765822,0.00039889073,0.00013343107,0.00013788402,0.0000835037,0.00045977582,0.000018672268],"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":[0.0001952622,0.0014000863,0.0000062987083,0.1497408,0.00033782283,0.00010178903,0.0051824464,0.00032640502,0.028091807,0.011547813,0.008765582,0.7943039],"study_design_scores_gemma":[0.0003244595,0.00030332702,2.7413583e-7,0.0061769537,0.00023912662,0.0000152149705,0.000048074126,0.000015042111,0.1943496,0.00011509985,0.7979205,0.0004923302],"about_ca_topic_score_codex":9.667962e-7,"about_ca_topic_score_gemma":6.2451204e-7,"teacher_disagreement_score":0.79381156,"about_ca_system_score_codex":0.00007215189,"about_ca_system_score_gemma":0.000112613314,"threshold_uncertainty_score":0.9998103},"labels":[],"label_agreement":null},{"id":"W2130123180","doi":"10.1039/b804050h","title":"Soft lithography: masters on demand","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Canada Research Chairs","keywords":"Printed circuit board; Microchannel; Fabrication; Soft lithography; Lithography; Rapid prototyping; On demand; Channel (broadcasting); Nanotechnology; Molding (decorative); Materials science; Replica; Chip; Optoelectronics; Engineering; Computer science; Mechanical engineering; Electrical engineering","score_opus":0.009465752595853819,"score_gpt":0.19160473132172623,"score_spread":0.18213897872587242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130123180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97053325,0.0066447626,0.0005978191,0.0001236198,0.00006665948,0.00012270313,0.000008609638,0.00026810518,0.02163446],"genre_scores_gemma":[0.98499525,0.013922057,0.000051815914,0.0004602509,0.00007075625,0.000029395944,0.000008267956,0.000026634909,0.00043559182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994938,0.000010557744,0.000092126385,0.00012981561,0.00009381513,0.00017992193],"domain_scores_gemma":[0.9996734,0.00002527308,0.000009936166,0.00022286653,0.000007377237,0.00006109945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029136634,0.00010865224,0.00009309057,0.00006728376,0.00008034338,0.00000791445,0.0000903229,0.000046640907,0.00010035678],"category_scores_gemma":[0.0000031936052,0.00010026614,0.00005222151,0.00016322096,0.000025043719,0.0000164825,0.0000054366083,0.0001159068,0.00029107023],"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":[0.00007770402,0.00017826173,0.0025500504,0.000065193344,0.00014996907,0.000045106728,0.0009522153,0.00045158676,0.33813944,0.01455777,0.6349437,0.007888986],"study_design_scores_gemma":[0.00082028063,0.0003125421,0.02407817,0.000054433596,0.000026474952,0.000057522277,0.000040940708,0.00066025526,0.14709868,0.0010051116,0.82523793,0.0006076849],"about_ca_topic_score_codex":0.0000023798527,"about_ca_topic_score_gemma":5.8265937e-7,"teacher_disagreement_score":0.19104078,"about_ca_system_score_codex":0.00001662168,"about_ca_system_score_gemma":0.000006332842,"threshold_uncertainty_score":0.40887344},"labels":[],"label_agreement":null},{"id":"W2130321430","doi":"10.1039/c0lc00626b","title":"A simple and fast microfluidic approach of same-single-cell analysis (SASCA) for the study of multidrug resistance modulation in cancer cells","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":78,"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":"Multiple drug resistance; Daunorubicin; Drug resistance; Efflux; Drug; Cancer cell; Single-cell analysis; Cell; Drug response; Cancer; Leukemia; Biology; Computational biology; Chemistry; Pharmacology; Immunology; Biochemistry; Genetics","score_opus":0.02155215005544209,"score_gpt":0.22210291059415732,"score_spread":0.20055076053871523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130321430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98260075,0.011549919,0.0048890784,0.0000037665525,0.000009934926,0.000609925,0.000047492802,0.00001557612,0.00027356707],"genre_scores_gemma":[0.9956317,0.0039075413,0.00020225637,0.0000088086945,0.000009427205,0.00015336928,0.000009594137,0.000017912602,0.000059405113],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993234,0.000027237887,0.00025648836,0.00017298496,0.000088347886,0.00013149543],"domain_scores_gemma":[0.99953246,0.000062265986,0.00007108475,0.0002789416,0.00003342042,0.000021814556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012138924,0.00010719378,0.00022973312,0.00012164604,0.000036166144,0.0000050757485,0.00012021565,0.00004005804,0.000010407445],"category_scores_gemma":[0.0000033879871,0.00008709335,0.000052270432,0.00047954687,0.00002889447,0.000022220343,0.000012983917,0.00006427613,2.7597346e-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":[0.00007519577,0.00050010596,0.005328768,0.00011295272,0.00018132188,1.05551415e-7,0.0046244585,0.00081351865,0.9867305,0.00008852053,0.0010432602,0.00050126354],"study_design_scores_gemma":[0.0013035137,0.00015484095,0.053835116,0.0000168542,0.00039951273,1.0678535e-7,0.0020747823,0.022942256,0.9182568,0.00011635,0.0006885411,0.00021128722],"about_ca_topic_score_codex":0.00048048457,"about_ca_topic_score_gemma":0.00030155093,"teacher_disagreement_score":0.06847369,"about_ca_system_score_codex":0.000032701795,"about_ca_system_score_gemma":0.000007735324,"threshold_uncertainty_score":0.3551564},"labels":[],"label_agreement":null},{"id":"W2130329854","doi":"10.1039/c2lc20648j","title":"Surface-enhanced Raman scattering (SERS) optrodes for multiplexed on-chip sensing of nile blue A and oxazine 720","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":56,"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; University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Optode; Raman scattering; Microfluidics; Materials science; Analyte; Nile blue; Optofluidics; Fabrication; Chip; Raman spectroscopy; Detection limit; Inkwell; Nanotechnology; Optoelectronics; Chemistry; Fluorescence; Optics; Membrane; Chromatography","score_opus":0.02935532029114363,"score_gpt":0.26566137633451414,"score_spread":0.23630605604337052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130329854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99866426,0.000047374273,0.00025429708,0.0002961457,0.000097578646,0.00029066516,0.00004242104,0.000046663015,0.00026058097],"genre_scores_gemma":[0.9942658,0.0000066695297,0.0053354446,0.00016623983,0.00009469603,0.000014815236,0.0000039477554,0.000017558896,0.00009485545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990801,0.00003926167,0.00021226081,0.00022173263,0.00011431247,0.00033229406],"domain_scores_gemma":[0.99931043,0.00021633848,0.00009953978,0.00024133694,0.000031875556,0.00010048945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031841447,0.00012873177,0.00021614741,0.000029462775,0.0001572904,0.000044773777,0.00009048181,0.00004130701,0.000038922037],"category_scores_gemma":[0.000061507926,0.00010584852,0.00004917622,0.000073710566,0.000068288246,0.000090668116,0.000038194063,0.000043555196,0.000038403006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007465176,0.000108633365,0.00037920874,0.00003584046,0.0000050991075,1.02492706e-7,0.0006419761,0.00012571634,0.99555695,0.0018833267,0.00007247659,0.0011160355],"study_design_scores_gemma":[0.0004980362,0.00007261889,0.004801685,0.000074699536,0.000014337006,0.0000010824565,0.00016629203,0.00066863344,0.993043,0.000113564434,0.00041628146,0.00012978916],"about_ca_topic_score_codex":0.000031238418,"about_ca_topic_score_gemma":0.000014264741,"teacher_disagreement_score":0.0050811474,"about_ca_system_score_codex":0.000013445903,"about_ca_system_score_gemma":0.0000099005965,"threshold_uncertainty_score":0.43163773},"labels":[],"label_agreement":null},{"id":"W2130462757","doi":"10.1039/c3lc00014a","title":"Cell electroporation by CNT-featured microfluidic chip","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","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 Waterloo","funders":"","keywords":"Electroporation; Microfluidics; Materials science; Nanotechnology; Voltage; Microfluidic chip; Calcein; Carbon nanotube; Low voltage; Electric field; Lab-on-a-chip; Chemistry; Membrane; Electrical engineering; Engineering","score_opus":0.006651010399427378,"score_gpt":0.24107294882830468,"score_spread":0.23442193842887732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130462757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98861724,0.0011525807,0.0026626943,0.00066043384,0.00011127585,0.00031418045,0.000016406759,0.000027323296,0.0064378674],"genre_scores_gemma":[0.9836797,0.00027403908,0.0025459463,0.0026924154,0.000248548,0.000037911246,0.00069292705,0.00003822074,0.009790304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908704,0.00013911174,0.00014988103,0.00031365507,0.000085646236,0.0002246452],"domain_scores_gemma":[0.9994462,0.000010377446,0.000085768566,0.00031770268,0.000071483846,0.00006845401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012838695,0.00015472368,0.00010925242,0.0000374314,0.000068044596,0.000044720513,0.00014839179,0.00019185733,0.0002357059],"category_scores_gemma":[0.0000604101,0.00014473348,0.000056578006,0.00011124929,0.00003000546,0.000006451517,0.00003122486,0.0001427889,0.00018275726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002469033,0.00004814132,0.000076179065,0.0000056707327,0.0000075776966,1.7205063e-7,0.000014752212,4.8050384e-7,0.7295974,0.000067722176,0.26959053,0.0005667002],"study_design_scores_gemma":[0.00032088166,0.0001843973,0.00053735543,0.0000028609334,0.000004541135,0.0000024364679,0.000009903236,0.000004453741,0.8415422,0.00009221812,0.15715589,0.00014289378],"about_ca_topic_score_codex":0.0000416158,"about_ca_topic_score_gemma":0.0000021707892,"teacher_disagreement_score":0.11243465,"about_ca_system_score_codex":0.000023343197,"about_ca_system_score_gemma":0.00003706917,"threshold_uncertainty_score":0.590206},"labels":[],"label_agreement":null},{"id":"W2130969343","doi":"10.1039/b400770k","title":"Transport, retention and fluorescent measurement of single biological cells studied in microfluidic chipsElectronic supplementary information (ESI) available: movie clip of cell retention. See http://www.rsc.org/suppdata/lc/b4/b400770k/","year":2004,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Simon Fraser University","funders":"","keywords":"Chromatin structure remodeling (RSC) complex; Fluorescence; Microfluidics; Chemistry; Cell; Chromatography; Computer science; Nanotechnology; Biochemistry; Materials science; Physics; Optics; Transcription factor","score_opus":0.018991570645316626,"score_gpt":0.1934285271915661,"score_spread":0.1744369565462495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130969343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98097885,0.01688231,0.00047939835,0.0000810811,0.000079704725,0.0008299494,0.0002658939,0.00006171607,0.000341095],"genre_scores_gemma":[0.94816995,0.050854597,0.00017658412,0.000059502414,0.000025628538,0.00006469556,0.00060851924,0.000024977839,0.00001553456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978674,0.000063164756,0.0009242418,0.00030814484,0.00039354578,0.00044349473],"domain_scores_gemma":[0.9992556,0.000020352556,0.00018064803,0.00035787735,0.000099358534,0.00008617659],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005191,0.00029828004,0.00041479096,0.00024060231,0.0000737405,0.000012809286,0.0002005426,0.00015937189,0.0001873726],"category_scores_gemma":[0.000009559613,0.00028195942,0.00010850825,0.0004439272,0.00008401915,0.0001481663,0.0000313922,0.00027159424,0.00004182162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012376264,0.0003178284,0.0009292629,0.00031336615,0.00006201992,0.0000015270592,0.00025340935,0.000044619283,0.9917584,0.00046228006,0.005483336,0.00025018383],"study_design_scores_gemma":[0.0021777083,0.00058836257,0.0068058884,0.00014897388,0.00007264119,0.0000033533338,0.00015508733,0.000053835814,0.9775362,0.00013834228,0.012041656,0.00027797595],"about_ca_topic_score_codex":0.00009941891,"about_ca_topic_score_gemma":0.000041767667,"teacher_disagreement_score":0.033972286,"about_ca_system_score_codex":0.0003549834,"about_ca_system_score_gemma":0.00007907185,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W2131627838","doi":"10.1039/c002754e","title":"Partial wetting gas–liquid segmented flow microreactor","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetting; Microreactor; Spark plug; Plug flow; Microfluidics; Residence time distribution; Flow (mathematics); Dispersion (optics); Residence time (fluid dynamics); Liquid flow; Channel (broadcasting); Materials science; Mechanics; Microchannel; Plug flow reactor model; Chemistry; Chemical engineering; Nanotechnology; Mechanical engineering; Engineering; Composite material; Optics; Physics; Geotechnical engineering; Continuous stirred-tank reactor; Electrical engineering","score_opus":0.008466554034191554,"score_gpt":0.2243907957114972,"score_spread":0.21592424167730564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131627838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94824594,0.00002089456,0.034831833,0.0002562459,0.0009019651,0.00019545309,0.000035331886,0.00096101087,0.014551352],"genre_scores_gemma":[0.9949667,0.000002947051,0.00382756,0.0005385378,0.0003514586,0.000028568189,0.00010808123,0.00004724708,0.0001288879],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916303,0.0000095393325,0.00025136123,0.00017533152,0.00012735711,0.0002733496],"domain_scores_gemma":[0.9995643,0.000020539017,0.0000394402,0.00027507002,0.00006336456,0.000037324935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021418136,0.00017621453,0.00013576931,0.00010730066,0.000060066497,0.00002771142,0.00014785014,0.00012717619,0.00025544327],"category_scores_gemma":[0.000041529478,0.00017018394,0.00003860098,0.00032427057,0.000044227007,0.000078444165,0.000027438935,0.00048483192,0.00016010195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024117926,0.000023309132,0.000049484206,0.00001749843,0.000016511716,0.0000042972842,0.00013602639,0.00000396448,0.97552675,0.005652219,0.009949444,0.008596363],"study_design_scores_gemma":[0.00024382677,0.00005185419,0.00012352451,0.000024582465,0.0000048906745,0.000008939657,0.000014004447,0.001451917,0.92663395,0.0001229385,0.07113345,0.00018611726],"about_ca_topic_score_codex":0.000004025024,"about_ca_topic_score_gemma":0.0000010049012,"teacher_disagreement_score":0.061184008,"about_ca_system_score_codex":0.00004821694,"about_ca_system_score_gemma":0.000015966432,"threshold_uncertainty_score":0.69398993},"labels":[],"label_agreement":null},{"id":"W2132479628","doi":"10.1039/c4lc01490a","title":"Active pneumatic control of centrifugal microfluidic flows for lab-on-a-chip applications","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":108,"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":"Microfluidics; Fluidics; Centrifugal force; Cartridge; Lab-on-a-chip; Engineering; Centrifugal pump; Micropump; Flow control (data); Mechanical engineering; Nanotechnology; Materials science; Electrical engineering; Impeller","score_opus":0.018953558164193217,"score_gpt":0.2305769890057706,"score_spread":0.21162343084157736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132479628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9115872,0.004569234,0.07290118,0.0013083791,0.00059235975,0.0026365835,0.0007334301,0.0017358909,0.0039357385],"genre_scores_gemma":[0.9980865,0.00016760298,0.0012343348,0.00016021931,0.00008606372,0.00011243499,0.00003059127,0.000038369944,0.00008389427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908525,0.00002215249,0.00025763278,0.00020533067,0.00013968884,0.00028995646],"domain_scores_gemma":[0.99921364,0.00016793396,0.00006172398,0.00040534078,0.00007467048,0.00007671827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014115237,0.00020032442,0.0003019428,0.00012610808,0.000052498774,0.000016835134,0.00023073565,0.00016581597,0.000007864552],"category_scores_gemma":[0.00011581494,0.00017393124,0.000088449975,0.00018544056,0.000064464184,0.00003571478,0.0000230533,0.00017829087,0.00008199364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027452604,0.00030298825,0.0001970917,0.0003120372,0.00022442051,0.0000032539967,0.00059266953,0.0002628612,0.891377,0.010766496,0.057406344,0.038280357],"study_design_scores_gemma":[0.0033536844,0.0004008424,0.0003125202,0.00016556842,0.00008444028,0.000008597098,0.00045096915,0.0035461092,0.890644,0.003898163,0.09669221,0.00044290756],"about_ca_topic_score_codex":0.000007775904,"about_ca_topic_score_gemma":0.0000023407888,"teacher_disagreement_score":0.08649929,"about_ca_system_score_codex":0.00008937773,"about_ca_system_score_gemma":0.000036265814,"threshold_uncertainty_score":0.709271},"labels":[],"label_agreement":null},{"id":"W2132674684","doi":"10.1039/c0lc00721h","title":"Microchannels filled with diverse micro- and nanostructures fabricated by glancing angle deposition","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Optical Coatings and Gratings","field":"Materials Science","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":"National Institute for Nanotechnology; University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Innovates - Technology Futures","keywords":"Materials science; Nanotechnology; Fabrication; Nanostructure; Microfluidics; Deposition (geology); Template","score_opus":0.010925808767753871,"score_gpt":0.19874969939455867,"score_spread":0.1878238906268048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132674684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822277,0.000050159193,0.00012348397,0.000057153695,0.000050558385,0.000120424505,0.000037964648,0.00006169922,0.00127581],"genre_scores_gemma":[0.9918435,0.0000024120666,0.0074606994,0.0004985388,0.000021895718,0.000006113765,0.00001173212,0.000011702071,0.00014337845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993101,0.000029319464,0.00011074814,0.00024724173,0.00010342425,0.0001991932],"domain_scores_gemma":[0.9996798,0.000028036602,0.000076122495,0.00010471207,0.000036996862,0.000074328076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000069332695,0.00012056286,0.0001276474,0.000025201787,0.00015099578,0.00006394588,0.00008552966,0.000050706756,0.00015729672],"category_scores_gemma":[0.000027394586,0.00008439766,0.000015309228,0.00008170214,0.00006906795,0.000087470784,0.000041784788,0.00006778222,0.00003572243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106792184,0.000026354688,0.00064692093,0.000013606955,0.0000033820836,0.0000071675904,0.0011580432,3.464303e-7,0.99707323,0.00019085308,0.0005068692,0.00026644144],"study_design_scores_gemma":[0.0004553259,0.0003096067,0.0033081893,0.000048273607,0.000012882175,0.000017932185,0.00016055327,0.000021814114,0.9952209,0.00022528152,0.00007464715,0.00014456728],"about_ca_topic_score_codex":0.00025269532,"about_ca_topic_score_gemma":0.000028677694,"teacher_disagreement_score":0.0073372154,"about_ca_system_score_codex":0.00001180323,"about_ca_system_score_gemma":0.0000073080105,"threshold_uncertainty_score":0.34416366},"labels":[],"label_agreement":null},{"id":"W2133100375","doi":"10.1039/c2lc40490g","title":"Slab waveguide photobioreactors for microalgae based biofuel production","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Algal biology and biofuel production","field":"Energy","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":"David R. Atkinson Center for a Sustainable Future , Cornell University; National Science Foundation","keywords":"Photobioreactor; Biomass (ecology); Biofuel; Biochemical engineering; Slab; Photosynthesis; Waveguide; Environmental science; Nanotechnology; Materials science; Biology; Biotechnology; Optoelectronics; Botany; Engineering; Ecology","score_opus":0.025532675864566645,"score_gpt":0.25508482094051305,"score_spread":0.2295521450759464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133100375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98811543,0.00023816343,0.00008056992,0.0016742708,0.002912881,0.00048686733,0.00002689952,0.0002312028,0.0062337057],"genre_scores_gemma":[0.99306643,0.000010293363,0.0012125884,0.0009923156,0.0018742146,0.00008750453,0.00023216686,0.000032071654,0.0024924234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987972,0.00008124331,0.00021517805,0.0003717053,0.00009683884,0.00043783325],"domain_scores_gemma":[0.99932253,0.00005355833,0.00010907595,0.00035348657,0.000072794595,0.00008855534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041260797,0.00020528684,0.00017012392,0.000102053855,0.00016733525,0.000013673113,0.00011319196,0.0002233511,0.00018208013],"category_scores_gemma":[0.00025517383,0.00016165673,0.00010818533,0.00018790792,0.00008411203,0.00014041537,0.00001582996,0.00016108571,0.0003143889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009891127,0.00061506947,0.013255383,0.000117829535,0.00008275601,7.1428946e-7,0.00033326197,0.000015201329,0.94012094,0.0072230957,0.006748488,0.030498138],"study_design_scores_gemma":[0.00046178067,0.00016711299,0.010499748,0.00001588886,0.000029728291,0.000007362875,0.000027255415,0.00002666588,0.74336016,0.00080544245,0.2443653,0.0002335366],"about_ca_topic_score_codex":0.00012235134,"about_ca_topic_score_gemma":0.000055859768,"teacher_disagreement_score":0.23761682,"about_ca_system_score_codex":0.00007605912,"about_ca_system_score_gemma":0.000024214034,"threshold_uncertainty_score":0.659217},"labels":[],"label_agreement":null},{"id":"W2133116066","doi":"10.1039/b711601b","title":"Integrated wavelength-selective optical waveguides for microfluidic-based laser-induced fluorescence detection","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Alberta","funders":"","keywords":"Microfluidics; Fluorescence; Materials science; Wavelength; Optoelectronics; Laser; Laser-induced fluorescence; Optics; Nanotechnology; Physics","score_opus":0.012014260576539952,"score_gpt":0.22783962216585127,"score_spread":0.21582536158931132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133116066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9374321,0.0009169715,0.058353294,0.000085518,0.00016797776,0.00070246897,0.000033719232,0.0005216737,0.0017862944],"genre_scores_gemma":[0.99761564,0.0007848895,0.00096683047,0.00015513306,0.00014854876,0.00013495276,0.00005831908,0.00006910817,0.00006657034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986664,0.000022859405,0.00031804378,0.00032814458,0.00015587761,0.0005086962],"domain_scores_gemma":[0.9991887,0.00021557102,0.000035136723,0.0002848473,0.00013579206,0.00013993926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030058666,0.0002610622,0.00021289191,0.00016475392,0.00018228134,0.000032786782,0.00017568446,0.00021048848,0.000032326618],"category_scores_gemma":[0.00009234766,0.00024998852,0.00010953929,0.00046211755,0.000042527972,0.00004095201,0.000009105562,0.00032399452,0.000054102016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014024336,0.000056371227,0.000012805508,0.000026491409,0.000031216205,0.000002344693,0.000047177433,0.0000033353847,0.9068993,0.00088223274,0.0067389146,0.08515961],"study_design_scores_gemma":[0.0005648609,0.00027788163,0.0004953505,0.000028326976,0.000025829822,0.000006122975,0.00004508777,0.0063334177,0.9677139,0.00014588193,0.024089871,0.00027347292],"about_ca_topic_score_codex":0.000026474878,"about_ca_topic_score_gemma":0.000026715103,"teacher_disagreement_score":0.08488613,"about_ca_system_score_codex":0.00026022864,"about_ca_system_score_gemma":0.0000524933,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W2133236814","doi":"10.1039/c4lc00267a","title":"Energy: the microfluidic frontier","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":182,"is_retracted":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":"Microfluidics; Nexus (standard); Frontier; Nanotechnology; Leverage (statistics); Scalability; Scale (ratio); Computer science; Materials science; Physics","score_opus":0.005953588684574299,"score_gpt":0.19324019080007687,"score_spread":0.18728660211550258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133236814","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":[0.42152542,0.0018018378,0.0023834044,0.0049839383,0.0014012534,0.0001054199,0.0000015558882,0.0005067046,0.5672905],"genre_scores_gemma":[0.9749959,0.00008482827,0.00004632648,0.004924656,0.00035330554,0.0000148568115,0.000024813635,0.000042484433,0.019512793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881923,0.0001367275,0.00014853005,0.0002738478,0.00028988734,0.0003317972],"domain_scores_gemma":[0.9991043,0.00009566409,0.000057625082,0.00063117215,0.000040118586,0.000071070186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412277,0.00017313618,0.00015213926,0.00006942138,0.00016441464,0.000032593067,0.0003950961,0.00009602293,0.00023867407],"category_scores_gemma":[0.000052056996,0.000114711635,0.00010283708,0.0002003994,0.000056113055,0.0000568611,0.00005949742,0.00015606555,0.0006267515],"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":[0.000113811926,0.00008440774,0.0002864256,0.000007796113,0.0000926066,0.000005733783,0.00017962762,0.00004870416,0.07949741,0.6921743,0.14146845,0.08604073],"study_design_scores_gemma":[0.00035982905,0.00008436497,0.0003284281,0.000010356861,0.000017138562,0.000004692081,0.000010229332,0.00029218016,0.17943916,0.004489443,0.81482035,0.0001438284],"about_ca_topic_score_codex":0.0012889033,"about_ca_topic_score_gemma":0.00031273335,"teacher_disagreement_score":0.68768483,"about_ca_system_score_codex":0.00007600367,"about_ca_system_score_gemma":0.000024157624,"threshold_uncertainty_score":0.8055832},"labels":[],"label_agreement":null},{"id":"W2133309348","doi":"10.1039/b703297h","title":"Flow of microgel capsules through topographically patterned microchannels","year":2007,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Body orifice; Volumetric flow rate; Materials science; Flow velocity; Microfluidics; Nanotechnology; Chitosan; Aqueous solution; Chemistry; Chemical engineering; Flow (mathematics); Polymer chemistry; Mechanics","score_opus":0.007322243056552545,"score_gpt":0.21026030042856306,"score_spread":0.2029380573720105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133309348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97613114,0.009922202,0.009734067,0.00012318464,0.00007964769,0.00016211158,0.000037954254,0.0001454158,0.0036642775],"genre_scores_gemma":[0.989909,0.008789191,0.0006890827,0.00037637155,0.00008220481,0.000012472428,0.000026718568,0.00003448853,0.00008049455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991715,0.000010135387,0.00025593722,0.00016538419,0.000113893104,0.00028316578],"domain_scores_gemma":[0.99956435,0.000036950234,0.00003107816,0.0002782366,0.000032986263,0.0000564183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010877072,0.00014840421,0.00017511132,0.00007062262,0.000039796236,0.000009578897,0.00017297153,0.000101015066,0.00010191944],"category_scores_gemma":[0.0000045191064,0.00014230829,0.00009150986,0.00025647436,0.000045223333,0.000027068367,0.00001501251,0.00013914768,0.00004763758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016011494,0.000048799167,0.000105792045,0.000039468938,0.000043237786,0.0000035935484,0.00038776358,0.0000118303915,0.9819137,0.0026976515,0.012016348,0.0027157997],"study_design_scores_gemma":[0.00027390482,0.000052489686,0.0019257184,0.000029403087,0.0000148639465,0.0000085595575,0.000059933456,0.00006393304,0.9639629,0.0014357474,0.03199463,0.00017792505],"about_ca_topic_score_codex":0.00002032731,"about_ca_topic_score_gemma":0.000013269335,"teacher_disagreement_score":0.019978283,"about_ca_system_score_codex":0.000021517206,"about_ca_system_score_gemma":0.000008712199,"threshold_uncertainty_score":0.58031636},"labels":[],"label_agreement":null},{"id":"W2133417877","doi":"10.1039/c1lc20490d","title":"Temperature-controlled ‘breathing’ of carbon dioxide bubbles","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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; Canada Research Chairs","keywords":"Carbon dioxide; Aqueous solution; Dissolution; Solvent; Bubble; Solubility; Ethylene glycol; Materials science; Chemical engineering; Chemistry; Analytical Chemistry (journal); Organic chemistry; Mechanics","score_opus":0.013078114018578113,"score_gpt":0.21115411158799918,"score_spread":0.19807599756942107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133417877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84446234,0.00024874613,0.001710323,0.000019421512,0.00021736129,0.00026538302,0.000010286446,0.00041772844,0.15264843],"genre_scores_gemma":[0.99843967,0.000011572348,0.000983865,0.00012238459,0.00005116804,0.00002938675,0.0000117517375,0.000028528086,0.0003216621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932027,0.00001404468,0.0002854702,0.00011738668,0.0001115235,0.00015129193],"domain_scores_gemma":[0.9996046,0.000017606111,0.00005242178,0.00023307798,0.00007411421,0.00001821028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019999316,0.00014595155,0.0002557531,0.00013728534,0.000017949356,0.0000048746856,0.00012665265,0.00010367167,0.00004131103],"category_scores_gemma":[0.00003007772,0.00012293339,0.000047083133,0.0003036134,0.00003821374,0.000039780214,0.000015029266,0.00017913482,0.0000060727866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012254942,0.00004715994,0.00033168725,0.00005441091,0.00007161759,0.000007365993,0.0009861635,0.00000375454,0.9525456,0.043613892,0.000797047,0.0014187535],"study_design_scores_gemma":[0.00093198963,0.000077250625,0.0015299708,0.00006338424,0.0000126752475,0.000004856305,0.00004051761,0.000097826705,0.99496716,0.0015952451,0.0005365376,0.00014257598],"about_ca_topic_score_codex":0.000028478315,"about_ca_topic_score_gemma":4.3833506e-7,"teacher_disagreement_score":0.15397736,"about_ca_system_score_codex":0.000039563176,"about_ca_system_score_gemma":0.000012693654,"threshold_uncertainty_score":0.5013078},"labels":[],"label_agreement":null},{"id":"W2134295005","doi":"10.1039/c4lc01245c","title":"Microfluidic devices for imaging neurological response of Drosophila melanogaster larva to auditory stimulus","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Drosophila melanogaster; Stimulus (psychology); Larva; Neuroscience; Microfluidics; Biology; Nanotechnology; Materials science; Psychology; Ecology; Genetics","score_opus":0.029467618701920037,"score_gpt":0.30144011362839507,"score_spread":0.271972494926475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134295005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608314,0.000028577337,0.000051317726,0.0025559654,0.00043800083,0.00033596304,0.0000329491,0.000053726893,0.00042034028],"genre_scores_gemma":[0.9836821,0.000010296059,0.000046588408,0.015753513,0.00019006198,0.000044477823,0.0000019330269,0.000018359156,0.0002526704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976604,0.0010638774,0.00020760827,0.0005362083,0.00012528196,0.00040664448],"domain_scores_gemma":[0.99704695,0.0023776141,0.00007006247,0.00035883795,0.000041789193,0.000104766696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006052323,0.00015379723,0.00024254841,0.00013784687,0.00015706099,0.000015053476,0.00044956722,0.00008545297,0.000047602294],"category_scores_gemma":[0.0022074322,0.000121240206,0.00008235331,0.0001661323,0.00026178037,0.000059961312,0.00014882938,0.0002609227,0.00018719763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041443016,0.000097738,0.0015504614,0.000016261945,0.0000023424345,0.00001000782,0.000057980396,0.000007776398,0.9887819,0.0007265832,0.0043072654,0.000297362],"study_design_scores_gemma":[0.0010906543,0.0032775048,0.12725922,0.000024841842,0.000008703238,0.000027902248,0.000004760934,0.0003745958,0.83519304,0.0010596747,0.03147515,0.00020394822],"about_ca_topic_score_codex":0.0000013472375,"about_ca_topic_score_gemma":6.5394937e-7,"teacher_disagreement_score":0.15358889,"about_ca_system_score_codex":0.000007733184,"about_ca_system_score_gemma":0.00003085227,"threshold_uncertainty_score":0.4944032},"labels":[],"label_agreement":null},{"id":"W2135284238","doi":"10.1039/c4lc01100g","title":"Multiplexed fluidic plunger mechanism for the measurement of red blood cell deformability","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Health Canada; Canadian Blood Services","keywords":"Plunger; Fluidics; Mechanism (biology); Microfluidics; Multiplexing; Plunger pump; Materials science; Engineering; Nanotechnology; Biomedical engineering; Mechanical engineering; Electrical engineering; Physics","score_opus":0.03377026019855382,"score_gpt":0.23021340565540083,"score_spread":0.196443145456847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135284238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993483,0.00022295842,0.00062096125,0.0020255412,0.00016951303,0.001153414,0.000005156403,0.00004298452,0.002276477],"genre_scores_gemma":[0.99826026,0.00000907844,0.00064486347,0.00070816174,0.00010373398,0.00007432472,0.0000050696553,0.000014483843,0.00018001582],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991415,0.000036953676,0.00021538041,0.00014894367,0.00031322057,0.00014396406],"domain_scores_gemma":[0.9992386,0.00006433138,0.00007507474,0.0003750523,0.00020118812,0.00004575595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006328248,0.000095305244,0.00017944229,0.000021426878,0.00007145874,0.000005842137,0.00007417431,0.000059270995,0.000035535308],"category_scores_gemma":[0.00017317281,0.000053343196,0.00010171955,0.00005394263,0.000023038967,0.000019533378,0.000017290522,0.00007873745,0.00000579108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013947774,0.00062435784,0.0012332994,0.00041785906,0.00013283263,2.285152e-7,0.00055617536,0.000022099357,0.98201704,0.005317266,0.0003881945,0.007895888],"study_design_scores_gemma":[0.004669473,0.0012077022,0.012796899,0.00008635185,0.000399452,0.0000017473872,0.00007730658,0.0065233414,0.970009,0.0016799484,0.002448093,0.000100628],"about_ca_topic_score_codex":0.000045851662,"about_ca_topic_score_gemma":0.000020042955,"teacher_disagreement_score":0.012007964,"about_ca_system_score_codex":0.000023173225,"about_ca_system_score_gemma":0.00003190661,"threshold_uncertainty_score":0.21752724},"labels":[],"label_agreement":null},{"id":"W2138367864","doi":"10.1039/b804275f","title":"An integrated CMOS high voltage supply for lab-on-a-chip systems","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CMOS; Microelectronics; Chip; Lab-on-a-chip; Voltage; Electronics; Microfluidics; Photonics; Electrical engineering; Instrumentation (computer programming); Engineering; Computer science; Electronic engineering; Nanotechnology; Materials science; Optoelectronics","score_opus":0.009832825720540029,"score_gpt":0.20803097303647003,"score_spread":0.19819814731593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138367864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871094,0.004184032,0.0047227624,0.00009942317,0.0002899406,0.0007897633,0.0003310252,0.0006123429,0.0018612978],"genre_scores_gemma":[0.99417436,0.003390241,0.000082394195,0.0002740462,0.0002473745,0.00033632282,0.00034054724,0.000082079525,0.0010726415],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891984,0.000028779368,0.00024647958,0.00028842065,0.00015164864,0.00036481625],"domain_scores_gemma":[0.9992119,0.000068782734,0.00003400414,0.0004992188,0.00005299422,0.00013309348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000946143,0.00024219083,0.00025215876,0.00009481164,0.00016385259,0.00003762877,0.00025071064,0.00013503131,0.000092958115],"category_scores_gemma":[0.000013877834,0.00021691488,0.000069622154,0.00027346835,0.000032752097,0.000051931896,0.0000076983415,0.00021492034,0.00020954454],"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":[0.00012010328,0.00023690579,0.00027893978,0.00013455165,0.00011434846,0.000018457582,0.0005122174,0.0007824439,0.61846185,0.049899653,0.32773304,0.0017074613],"study_design_scores_gemma":[0.0017319807,0.00090535625,0.0033561399,0.00012551519,0.00005202804,0.000059346778,0.00021113537,0.008475768,0.19113578,0.00038323243,0.79267734,0.000886354],"about_ca_topic_score_codex":0.000106730055,"about_ca_topic_score_gemma":0.000008419212,"teacher_disagreement_score":0.4649443,"about_ca_system_score_codex":0.00009452578,"about_ca_system_score_gemma":0.00003448111,"threshold_uncertainty_score":0.8845532},"labels":[],"label_agreement":null},{"id":"W2138714678","doi":"10.1039/c2lc40670e","title":"Miniaturized platform with on-chip strain sensors for compression testing of arrayed materials","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Analytical Chemistry and Sensors","field":"Chemical 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 Toronto","funders":"","keywords":"Materials science; Deflection (physics); Elastomer; Membrane; Composite material; Silicone; Compression (physics); Microelectromechanical systems; Chip; Stiffness; Carbon nanotube; Biomedical engineering; Nanotechnology; Engineering; Electrical engineering; Optics","score_opus":0.03844497609977541,"score_gpt":0.25750765370780443,"score_spread":0.21906267760802903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138714678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99344045,0.0000068884356,0.00015693408,0.000052125502,0.000057715522,0.00017326372,0.00014466491,0.00008662981,0.0058813305],"genre_scores_gemma":[0.99311316,4.423012e-7,0.0058644195,0.00008083529,0.00026030483,0.0000116411065,0.000053387066,0.00003535314,0.00058047025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989261,0.000013331052,0.00028773161,0.00019179388,0.00020042376,0.0003805965],"domain_scores_gemma":[0.9987914,0.0006652711,0.00012230291,0.00022375252,0.000037997754,0.00015925635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015926946,0.00021140608,0.00035300554,0.000029675424,0.00004927022,0.000011857094,0.00011253298,0.00013858649,0.00013423938],"category_scores_gemma":[0.00042917536,0.00015250243,0.00006378879,0.00009742866,0.000043325777,0.00005268519,0.000017176775,0.00017184298,0.000014849529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067962427,0.00011876857,0.000093109855,0.00021853682,0.000040880383,0.0000019261709,0.00016205915,0.0004159917,0.9968297,0.0012708745,0.000046078676,0.0001224359],"study_design_scores_gemma":[0.0012134644,0.00013769306,0.00036585314,0.00031053508,0.000035134737,0.00000487603,0.000071308306,0.0022046452,0.9950567,0.000095033734,0.00028577403,0.00021900225],"about_ca_topic_score_codex":0.000004446166,"about_ca_topic_score_gemma":1.9922054e-7,"teacher_disagreement_score":0.0057074856,"about_ca_system_score_codex":0.000025941512,"about_ca_system_score_gemma":0.0000097000375,"threshold_uncertainty_score":0.62188685},"labels":[],"label_agreement":null},{"id":"W2139958793","doi":"10.1039/c4lc00084f","title":"Micropatterned biofilm formations by laminar flow-templating","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Biofilm; Laminar flow; Bioreactor; Shear stress; Flow (mathematics); Microfluidics; Materials science; Nanotechnology; Chemistry; Mechanics; Engineering; Geology; Aerospace engineering; Composite material; Bacteria; Physics","score_opus":0.008968740362454708,"score_gpt":0.21703599419795247,"score_spread":0.20806725383549776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139958793","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":[0.35899198,0.000043218937,0.60591245,0.00021870987,0.00022389204,0.00017198065,0.000064768654,0.00078800606,0.03358499],"genre_scores_gemma":[0.99480516,0.0000033088859,0.0037074534,0.0007352193,0.00008267715,0.000025499767,0.0002487497,0.000032614204,0.00035934983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933153,0.000015093897,0.00024322326,0.00011762636,0.000097251366,0.00019526783],"domain_scores_gemma":[0.999663,0.000027593076,0.000039715025,0.00020366596,0.000044358563,0.00002165647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020294425,0.00013912735,0.00011576712,0.00010105772,0.0000770131,0.00002969758,0.00012051701,0.00007583566,0.000063078194],"category_scores_gemma":[0.000024914127,0.00013702892,0.00002561478,0.00030190832,0.000024712695,0.00010156129,0.000019122286,0.00016727742,0.00015449902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066050943,0.000025320034,0.0001844662,0.00006196992,0.0000151653785,7.219146e-7,0.00034479125,0.000029949302,0.83556056,0.015106257,0.09877379,0.049890373],"study_design_scores_gemma":[0.00026887603,0.000056380766,0.00027974413,0.000054600147,0.000004439469,0.0000058287133,0.000028985556,0.010085006,0.8813748,0.0005880339,0.10703187,0.00022148949],"about_ca_topic_score_codex":0.000003974427,"about_ca_topic_score_gemma":2.840669e-7,"teacher_disagreement_score":0.6358132,"about_ca_system_score_codex":0.000060846232,"about_ca_system_score_gemma":0.000004520789,"threshold_uncertainty_score":0.55878776},"labels":[],"label_agreement":null},{"id":"W2140367539","doi":"10.1039/b602085b","title":"High-efficiency electrokinetic micromixing through symmetric sequential injection and expansion","year":2006,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Micromixing; Mixing (physics); Microfluidics; Electrokinetic phenomena; Mechanics; Injector; Materials science; Micromixer; Péclet number; Optics; Mechanical engineering; Physics; Nanotechnology; Engineering","score_opus":0.0053223732513639765,"score_gpt":0.19293243551501976,"score_spread":0.18761006226365579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140367539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787825,0.01251535,0.004993879,0.000044312674,0.00010614765,0.00015908392,0.000004483721,0.00022423749,0.0031700577],"genre_scores_gemma":[0.99445504,0.0049746535,0.0001673005,0.000056329856,0.00016030336,0.000024128434,0.000027855358,0.000029505225,0.00010489545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992419,0.00001921479,0.00016789977,0.0002089224,0.00010936467,0.00025269983],"domain_scores_gemma":[0.999747,0.000022971235,0.00002400778,0.00016208376,0.000016171967,0.000027788812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005299076,0.00014274605,0.00012447752,0.00012027038,0.00011287451,0.000035887697,0.000069680704,0.0000761194,0.000035114423],"category_scores_gemma":[0.0000041519756,0.00014100931,0.000031720436,0.00049364474,0.000023012488,0.0000490864,0.00001236548,0.00014560466,0.000034933673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068809195,0.000034362685,0.00005034864,0.000019127401,0.0000078412395,0.0000014674542,0.000039972503,0.00023444479,0.9697084,0.022508325,0.006191408,0.0011974616],"study_design_scores_gemma":[0.00065688655,0.0002488905,0.0067717517,0.00003203926,0.000041120376,0.000060891598,0.0000246529,0.0015075759,0.9729816,0.0051087514,0.012167256,0.0003986374],"about_ca_topic_score_codex":0.000165687,"about_ca_topic_score_gemma":0.0000067147807,"teacher_disagreement_score":0.017399572,"about_ca_system_score_codex":0.00007552358,"about_ca_system_score_gemma":0.000010442643,"threshold_uncertainty_score":0.57501924},"labels":[],"label_agreement":null},{"id":"W2141120962","doi":"10.1039/c3lc51273h","title":"Nanomechanical identification of liquid reagents in a microfluidic channel","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Calgary; University of Alberta","funders":"","keywords":"Microfluidics; Identification (biology); Channel (broadcasting); Nanotechnology; Materials science; Engineering; Biology; Telecommunications; Ecology","score_opus":0.007980717039704623,"score_gpt":0.2081287951398997,"score_spread":0.20014807810019508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141120962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99100894,0.0047199633,0.0028499174,0.000080203405,0.00008450078,0.00016650496,0.000008964425,0.00007808917,0.0010029124],"genre_scores_gemma":[0.9919208,0.0077767335,0.0000103874045,0.000079352736,0.000038235703,0.00004833504,0.000019276546,0.000023035856,0.0000837925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924123,0.000033290584,0.00030372303,0.00016064117,0.000099761055,0.000161369],"domain_scores_gemma":[0.9995807,0.000025330817,0.000037595164,0.00029708023,0.00001770886,0.00004161963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021213267,0.00009917962,0.00014787851,0.000111365436,0.00002148692,0.0000070948695,0.00015553764,0.000076706325,0.000027379374],"category_scores_gemma":[0.000021587732,0.00010324316,0.00004069166,0.00024679507,0.000016073498,0.00002520926,0.000013860249,0.00010028434,0.000102166625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020704769,0.00004734878,0.000013572824,0.000030119392,0.000007650812,2.948657e-7,0.00008536611,0.000008835801,0.98812145,0.0062987222,0.0049519236,0.00041403255],"study_design_scores_gemma":[0.0002775055,0.00009648524,0.0012102162,0.000030744293,0.0000067083215,0.0000020019393,0.000013813483,0.0008845046,0.9861957,0.00078676874,0.010375114,0.000120447454],"about_ca_topic_score_codex":0.000008741036,"about_ca_topic_score_gemma":0.000002098884,"teacher_disagreement_score":0.0055119535,"about_ca_system_score_codex":0.000039534458,"about_ca_system_score_gemma":0.000007951062,"threshold_uncertainty_score":0.42101339},"labels":[],"label_agreement":null},{"id":"W2142001088","doi":"10.1039/c3lc50797a","title":"Application of [18F]FDG in radiolabeling reactions using microfluidic technology","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","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; McGill University","keywords":"Microfluidics; Chemistry; Combinatorial chemistry; Nanotechnology; Fluorine; Radiochemistry; Materials science; Organic chemistry","score_opus":0.02714343486557133,"score_gpt":0.3237037664922848,"score_spread":0.29656033162671347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142001088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381155,0.00043294206,0.0011648332,0.0022946175,0.000014437759,0.00038995792,0.000003070001,0.000055010183,0.0018335722],"genre_scores_gemma":[0.9977784,0.00007981724,0.0016551676,0.0001953332,0.000048529848,0.000100150595,0.00001057595,0.000010955876,0.00012105097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937147,0.000009258942,0.00023697711,0.00017366637,0.00007182201,0.00013679928],"domain_scores_gemma":[0.99952185,0.00004229142,0.000062188876,0.00026851875,0.000046842844,0.000058317328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006640111,0.00007633537,0.00015488997,0.00011549652,0.00003564574,0.0000037234472,0.00006839905,0.00009086568,0.00006165531],"category_scores_gemma":[0.000055036115,0.000072587674,0.000030465664,0.0005014147,0.000069904214,0.000030138906,0.000012221921,0.00023573215,0.000054695694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012792736,0.00015163772,0.005067342,0.00005674737,0.000008920082,9.989793e-7,0.000016140992,0.00001444699,0.98934966,0.0017346699,0.0000741185,0.0035125057],"study_design_scores_gemma":[0.0008162671,0.000034888944,0.0051187403,0.00011310794,0.000034362896,0.00007017672,0.00007568098,0.00517628,0.9790238,0.0013614891,0.008079479,0.000095693984],"about_ca_topic_score_codex":0.00006345477,"about_ca_topic_score_gemma":3.881096e-7,"teacher_disagreement_score":0.010325847,"about_ca_system_score_codex":0.00006332492,"about_ca_system_score_gemma":0.000028475079,"threshold_uncertainty_score":0.29600397},"labels":[],"label_agreement":null},{"id":"W2142756470","doi":"10.1039/b911953a","title":"Integrated active mixing and biosensing using surface acoustic waves (SAW) and surface plasmon resonance (SPR) on a common substrate","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":77,"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":"Microfabrication; Surface acoustic wave; Surface plasmon resonance; Microfluidics; Materials science; Biosensor; Substrate (aquarium); Transducer; Interdigital transducer; Optoelectronics; Lab-on-a-chip; Piezoelectricity; Rayleigh scattering; Plasmon; Mixing (physics); Nanotechnology; Acoustics; Optics; Nanoparticle; Fabrication","score_opus":0.018144751411889735,"score_gpt":0.22736240922503045,"score_spread":0.20921765781314072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142756470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967179,0.0017103386,0.000154016,0.00018022167,0.00010541841,0.00016146836,0.0000250024,0.0006351231,0.00031055164],"genre_scores_gemma":[0.9961812,0.0006768553,0.0029553142,0.00010126037,0.000016237555,1.5883842e-7,0.0000058989754,0.00003204701,0.000031010102],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989406,0.00004228057,0.00020273868,0.00033102723,0.00012206362,0.00036129553],"domain_scores_gemma":[0.99949,0.00013781493,0.00005213683,0.00023119755,0.000027112877,0.00006171792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012251672,0.00030988353,0.00031480636,0.00008023865,0.000155088,0.00009075946,0.00008292669,0.00021131431,0.0000014236422],"category_scores_gemma":[0.00004773828,0.0002735295,0.000027341,0.00026275354,0.00012352296,0.00009073823,0.000029380399,0.0004292919,0.0000034808766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013241814,0.000027754375,0.00040164875,0.00003493871,0.000019404899,0.000056900368,0.0003623704,0.0037684499,0.98039216,0.00015828203,0.0001799229,0.014465767],"study_design_scores_gemma":[0.0005760393,0.0002556435,0.009623137,0.0008350775,0.00003124821,0.00006509974,0.0006375213,0.10730466,0.8794612,0.00046894708,0.00023839824,0.0005029773],"about_ca_topic_score_codex":0.00005788293,"about_ca_topic_score_gemma":0.000032561904,"teacher_disagreement_score":0.10353621,"about_ca_system_score_codex":0.000090042464,"about_ca_system_score_gemma":0.000013448682,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W2145088943","doi":"10.1039/c3lc51254a","title":"Rapid selection of sperm with high DNA integrity","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":176,"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; Royal Victoria Hospital; University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sperm; Semen; Population; Biology; Andrology; Selection (genetic algorithm); DNA; Genetics; Computer science; Medicine; Artificial intelligence","score_opus":0.013997381091796837,"score_gpt":0.22942777554155916,"score_spread":0.2154303944497623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145088943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875836,0.000011364235,0.0004577459,0.00038557852,0.00012232212,0.000115584924,9.86492e-7,0.00006067883,0.011262157],"genre_scores_gemma":[0.9982071,0.0000048330703,0.00073336536,0.00039921695,0.00021450802,0.0000039801043,0.0000142215995,0.000010974958,0.0004117958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995129,0.000029301573,0.000088210145,0.0001289214,0.00015222658,0.000088457105],"domain_scores_gemma":[0.9996587,0.000040719835,0.00004288607,0.0001401399,0.00006834119,0.000049192597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011470758,0.000073773335,0.0001447753,0.000055036362,0.000022531705,0.0000038737626,0.00002141265,0.000053501382,0.00036763033],"category_scores_gemma":[0.00013845225,0.000049148206,0.000029895444,0.00014877875,0.000027979464,0.000021332125,0.000004348176,0.0001605696,0.000045503108],"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":[0.005036992,0.0021293315,0.52627665,0.00058880774,0.00037994646,0.000031043935,0.0007165687,0.000032895026,0.2592249,0.06407161,0.00540016,0.1361111],"study_design_scores_gemma":[0.002683622,0.0036896402,0.79950666,0.00021229609,0.00013246978,0.00009679809,0.000029845343,0.00061441044,0.1855988,0.00039535353,0.006914523,0.00012559394],"about_ca_topic_score_codex":0.0001037339,"about_ca_topic_score_gemma":0.00003322901,"teacher_disagreement_score":0.27323,"about_ca_system_score_codex":0.000025992813,"about_ca_system_score_gemma":0.000025695752,"threshold_uncertainty_score":0.40252945},"labels":[],"label_agreement":null},{"id":"W2146125796","doi":"10.1039/c0lc00093k","title":"A fast and simple method to fabricate circular microchannels in polydimethylsiloxane (PDMS)","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Harvard University","keywords":"Polydimethylsiloxane; Microchannel; Coating; Materials science; Microfluidics; Soft lithography; PDMS stamp; Surface tension; Composite material; Nanotechnology; Fabrication","score_opus":0.0062157734558379585,"score_gpt":0.23175219318951643,"score_spread":0.22553641973367847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146125796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654875,0.002775903,0.029677192,0.0003603583,0.00004929602,0.00028875808,0.0000214154,0.00012917898,0.0012104478],"genre_scores_gemma":[0.99686474,0.00055104675,0.0017802655,0.0005111188,0.00006334126,0.00007808541,0.000011680242,0.000039990573,0.00009973619],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919266,0.000025866279,0.0001621418,0.00024761542,0.000081951985,0.00028977726],"domain_scores_gemma":[0.9995107,0.0000471663,0.000014353867,0.00028329188,0.000013885149,0.00013060044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017830064,0.00015179289,0.000178446,0.00015003092,0.000043322216,0.000027419632,0.00014462853,0.00008872912,0.00008707593],"category_scores_gemma":[0.000014281339,0.00015441242,0.000031634827,0.00035087473,0.000015172738,0.000026371545,0.000030960357,0.00027461874,0.00010592586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057555485,0.000020046293,0.00009261247,0.000015599335,0.000011175865,0.0000030679469,0.00033880648,0.000043733427,0.9858693,0.0011902892,0.0031253903,0.009284217],"study_design_scores_gemma":[0.00032391713,0.000048703496,0.004013761,0.000010260562,0.000011317219,0.000024155563,0.0000564064,0.0009455663,0.9021604,0.0013301892,0.09078056,0.0002947482],"about_ca_topic_score_codex":0.00009513213,"about_ca_topic_score_gemma":0.00001878128,"teacher_disagreement_score":0.08765518,"about_ca_system_score_codex":0.000022600656,"about_ca_system_score_gemma":0.000010278705,"threshold_uncertainty_score":0.62967557},"labels":[],"label_agreement":null},{"id":"W2146913948","doi":"10.1039/c3lc50418b","title":"Microwave sensing and heating of individual droplets in microfluidic devices","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":78,"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":"Microfluidics; Microwave; Resonator; Materials science; Nanotechnology; Optoelectronics; Power (physics); Scalability; Computer science; Telecommunications","score_opus":0.012494673855327636,"score_gpt":0.22425037557777444,"score_spread":0.21175570172244682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146913948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98781395,0.0006823494,0.008470315,0.00005074408,0.000053596712,0.0001921141,0.000006739126,0.0000985944,0.002631591],"genre_scores_gemma":[0.99662626,0.000022336508,0.002951624,0.00030870235,0.00002514199,0.0000053238323,0.000020960659,0.000022105252,0.000017564866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992811,0.000016495096,0.00029724397,0.00013098399,0.00009749985,0.00017666325],"domain_scores_gemma":[0.9997371,0.00003194395,0.000045410445,0.00011681869,0.00005114161,0.000017597693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020440288,0.0001274797,0.00016658165,0.00020619325,0.000023273542,0.00002571819,0.00007301582,0.000077783785,0.00001995819],"category_scores_gemma":[0.000019326339,0.00012710624,0.000014377661,0.00037409706,0.00005091914,0.00009005284,0.000036673337,0.00017165986,0.0000096613385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002423076,0.000010737683,0.0020100924,0.00008467785,0.000013652834,0.0000021187323,0.00072398444,0.000001286286,0.93795156,0.001425267,0.0017268305,0.056047365],"study_design_scores_gemma":[0.00027817744,0.000038543214,0.023706771,0.00019676502,0.0000044916387,0.000013530319,0.00021677074,0.0004955702,0.9734286,0.00084205385,0.0006158315,0.00016286838],"about_ca_topic_score_codex":0.00007555562,"about_ca_topic_score_gemma":0.0000031122909,"teacher_disagreement_score":0.055884495,"about_ca_system_score_codex":0.000037143916,"about_ca_system_score_gemma":0.000009800867,"threshold_uncertainty_score":0.51832414},"labels":[],"label_agreement":null},{"id":"W2147635130","doi":"10.1039/c4lc01122h","title":"Droplet-based microfluidics at the femtolitre scale","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":90,"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 Nautical Research Society","funders":"Agence Nationale de la Recherche","keywords":"Microfluidics; Microreactor; Coalescence (physics); Dispersity; Mixing (physics); Nanotechnology; Materials science; Lab-on-a-chip; Volume (thermodynamics); Soft lithography; Mechanics; Chemistry; Physics; Fabrication; Thermodynamics; Catalysis","score_opus":0.008217081593950033,"score_gpt":0.21305501888790776,"score_spread":0.20483793729395772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147635130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72498006,0.000350197,0.20436661,0.0018744342,0.00054356456,0.0003792814,0.000050151695,0.001149709,0.06630602],"genre_scores_gemma":[0.99489886,0.000007725305,0.00047565828,0.003044444,0.00013632505,0.00003210667,0.00008995878,0.00004622402,0.0012687314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919677,0.000029411389,0.00021024446,0.0001659926,0.0001567536,0.00024081976],"domain_scores_gemma":[0.9993904,0.000055131226,0.00003424077,0.00043697513,0.00005626253,0.000026986556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030828916,0.00017007945,0.00013282441,0.00007428941,0.00012922421,0.000025647838,0.00020737946,0.00009282817,0.00013644308],"category_scores_gemma":[0.000024465959,0.00012591576,0.000047752146,0.0003941456,0.00009586046,0.000030630894,0.00003496232,0.00021658339,0.00027490978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024357094,0.000035308673,0.0006264802,0.00005909787,0.000019925747,0.0000018284237,0.00016761682,0.00004338439,0.7718613,0.023857227,0.17630875,0.026994726],"study_design_scores_gemma":[0.00021768684,0.000034192773,0.0007266089,0.000023479197,0.000005258744,0.0000034631657,0.000010071083,0.0010813946,0.6794299,0.00043187643,0.3178973,0.00013877223],"about_ca_topic_score_codex":0.000006371967,"about_ca_topic_score_gemma":0.0000014686254,"teacher_disagreement_score":0.26991877,"about_ca_system_score_codex":0.00013514988,"about_ca_system_score_gemma":0.0000132482155,"threshold_uncertainty_score":0.5134696},"labels":[],"label_agreement":null},{"id":"W2148077804","doi":"10.1039/c3lc51063h","title":"A digital microfluidic electrochemical immunoassay","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":126,"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":"Canadian Institutes of Health Research; Abbott Diagnostics; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Immunoassay; Horseradish peroxidase; Detection limit; Amperometry; Digital microfluidics; Microfluidics; Indium tin oxide; Biosensor; Nanotechnology; Chemistry; Conjugated system; Chromatography; Electrochemistry; Electrode; Materials science; Antibody; Enzyme; Biochemistry; Organic chemistry","score_opus":0.0036473392302472543,"score_gpt":0.17445705514731463,"score_spread":0.17080971591706737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148077804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686374,0.006582709,0.0004675449,0.00035114854,0.00009633799,0.00014150256,0.0000036624672,0.0022737195,0.021445993],"genre_scores_gemma":[0.99817467,0.0004000681,0.0001172523,0.00014688053,0.00004980534,0.000044375196,0.000013457878,0.00004101057,0.0010124835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991804,0.0000056471295,0.00014388132,0.00016671418,0.00008635605,0.00041702448],"domain_scores_gemma":[0.99960625,0.000041253625,0.00001345595,0.00027660065,0.000018102315,0.000044360175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034815454,0.00017222068,0.00014078313,0.00007827898,0.000038586564,0.00009161264,0.00022493383,0.00013006515,0.000069823225],"category_scores_gemma":[0.000051011495,0.00015602798,0.000058716803,0.00016933492,0.000040596497,0.000100435056,0.000030109246,0.00033338842,0.001040389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025789573,0.000017362903,0.00008379633,0.000010130612,0.000022642564,0.0000018073088,0.000027863334,1.8286306e-7,0.9238858,0.00029756766,0.044383895,0.031266343],"study_design_scores_gemma":[0.00019022537,0.000069436035,0.0002255387,0.000023400533,0.0000037259792,0.000022065542,0.000021561073,0.000020389107,0.9556673,0.00075993297,0.04280042,0.00019596139],"about_ca_topic_score_codex":0.000004930648,"about_ca_topic_score_gemma":1.4059482e-7,"teacher_disagreement_score":0.031781513,"about_ca_system_score_codex":0.00006458011,"about_ca_system_score_gemma":0.000009949675,"threshold_uncertainty_score":0.99973744},"labels":[],"label_agreement":null},{"id":"W2149254526","doi":"10.1039/b912770d","title":"Wet-etching of structures with straight facets and adjustable taper into glass substrates","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":39,"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 and Génome Québec Innovation Centre; McGill University","funders":"McGill University","keywords":"Etching (microfabrication); Materials science; Microfabrication; Fabrication; Isotropy; Isotropic etching; Dissolution; Hydrofluoric acid; Substrate (aquarium); Composite material; Contact angle; Nanotechnology; Layer (electronics); Optics; Metallurgy; Chemistry","score_opus":0.004332490355806663,"score_gpt":0.1927358377256005,"score_spread":0.18840334736979383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149254526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98668224,0.009438641,0.00020308352,0.00008491371,0.000011917703,0.000109922774,0.00000746732,0.00007388265,0.0033879303],"genre_scores_gemma":[0.99675953,0.002766268,0.00027861886,0.00007185003,0.000023647639,0.0000050250023,0.000010004391,0.000014493736,0.00007055953],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994971,0.000007927986,0.00011433321,0.00013104129,0.0000904913,0.00015908357],"domain_scores_gemma":[0.9997429,0.000014292725,0.00002161071,0.00015442654,0.000016075228,0.000050695402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028721754,0.00012421233,0.00013755461,0.00004119127,0.00004917075,0.00002116733,0.000077426404,0.00004998011,0.00007857164],"category_scores_gemma":[0.000002095827,0.0000969702,0.000016094507,0.00011275834,0.000024071041,0.00004743063,0.000004625598,0.00011583097,0.0000029399378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026926698,0.000019737427,0.0001749675,0.000047927824,0.000032157015,0.0000017672978,0.00076926424,0.00021710093,0.975139,0.0169022,0.0031954693,0.0034734346],"study_design_scores_gemma":[0.0006466794,0.00029170816,0.043125536,0.000056874203,0.000035703102,0.000017737968,0.00024125363,0.0003882609,0.9417171,0.00557836,0.007567325,0.00033349355],"about_ca_topic_score_codex":0.000016086604,"about_ca_topic_score_gemma":0.00002300946,"teacher_disagreement_score":0.042950567,"about_ca_system_score_codex":0.00001524818,"about_ca_system_score_gemma":0.000011865484,"threshold_uncertainty_score":0.395433},"labels":[],"label_agreement":null},{"id":"W2149961543","doi":"10.1039/b304614a","title":"Effects of liquid conductivity differences on multi-component sample injection, pumping and stacking in microfluidic chips","year":2003,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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","keywords":"Stacking; Conductivity; Analyte; Microfluidics; Sample (material); Materials science; Sample preparation; Analytical Chemistry (journal); Chemistry; Chromatography; Nanotechnology","score_opus":0.014286688392080185,"score_gpt":0.21823232955781546,"score_spread":0.20394564116573527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149961543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98688793,0.011000252,0.001555601,0.0000157889,0.000080629696,0.00027721803,0.0000081920325,0.0000620731,0.000112308786],"genre_scores_gemma":[0.989313,0.010488043,0.00005994815,0.000045431923,0.000016121237,0.000043791417,0.0000046449545,0.000021064148,0.000007965077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991986,0.000087858796,0.00019463556,0.00021295638,0.00009394911,0.0002120028],"domain_scores_gemma":[0.99951625,0.00022687024,0.00003639153,0.00015696514,0.000014012288,0.000049514467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012903215,0.00016016909,0.00022432602,0.00013374393,0.0000648076,0.000013830177,0.00006773987,0.00006937197,0.000012129887],"category_scores_gemma":[0.00006931472,0.00015344279,0.00003113012,0.0002069008,0.000039239916,0.000036795547,0.0000105125855,0.00019206814,0.000004206172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002796362,0.0001331283,0.002396933,0.00013242064,0.000021739608,0.0000011530502,0.0004173741,0.000020341098,0.99414986,0.0022829536,0.00015344209,0.0002626586],"study_design_scores_gemma":[0.00061472825,0.00021199761,0.03461655,0.00011779758,0.000009896848,0.0000041657486,0.00005548319,0.000114485985,0.96283054,0.00017496027,0.001074906,0.00017448922],"about_ca_topic_score_codex":0.000081810416,"about_ca_topic_score_gemma":0.000012897323,"teacher_disagreement_score":0.032219615,"about_ca_system_score_codex":0.00005781108,"about_ca_system_score_gemma":0.000013594202,"threshold_uncertainty_score":0.6257215},"labels":[],"label_agreement":null},{"id":"W2150348387","doi":"10.1039/c2lc40525c","title":"High-power electrokinetic energy conversion in a glass microchannel array","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":55,"is_retracted":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":"Electrokinetic phenomena; Microchannel; Pressure drop; Materials science; Energy transformation; Drop (telecommunication); Work (physics); Power (physics); Energy conversion efficiency; Optoelectronics; Electricity; Electrode; Nanotechnology; Electrical engineering; Chemistry; Engineering; Mechanical engineering; Mechanics; Physics","score_opus":0.00579285780743576,"score_gpt":0.1755969100734975,"score_spread":0.16980405226606174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150348387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940441,0.0016064908,0.0013626016,0.00022983749,0.00045016073,0.00005124439,0.000003727245,0.00051805534,0.0017337328],"genre_scores_gemma":[0.99881786,0.000274668,0.00042764432,0.00018334114,0.0000633947,0.00000395361,0.0000070910473,0.000023718383,0.00019830094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928695,0.000014339668,0.00011877043,0.0001204839,0.00007608501,0.00038339847],"domain_scores_gemma":[0.99972034,0.000023142089,0.000016100219,0.00019047203,0.000008488284,0.000041441344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006606601,0.00014613838,0.00014589638,0.0001320595,0.000021658429,0.000010396376,0.00011293612,0.00015055409,0.000040979143],"category_scores_gemma":[0.000012820077,0.00012887741,0.000031489526,0.00018475945,0.00002945654,0.000042899916,0.000021711543,0.00016554481,0.00009040979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018852503,0.00004524132,0.00039340882,0.000015673595,0.000010694326,0.0000047740778,0.000113830916,0.000017096463,0.98473763,0.0032770522,0.010384135,0.0009815823],"study_design_scores_gemma":[0.00034869186,0.00006090051,0.0016145858,0.000041659983,0.000004578234,0.00000903828,0.000057411344,0.00008515039,0.96132743,0.0002307646,0.036027793,0.0001919664],"about_ca_topic_score_codex":0.00004185949,"about_ca_topic_score_gemma":0.000007200238,"teacher_disagreement_score":0.025643656,"about_ca_system_score_codex":0.000074104464,"about_ca_system_score_gemma":0.000004905575,"threshold_uncertainty_score":0.5255468},"labels":[],"label_agreement":null},{"id":"W2150549729","doi":"10.1039/c0lc00494d","title":"A μL-scale micromachined microbial fuel cell having high power density","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":145,"is_retracted":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":"Microbial fuel cell; Anode; Polydimethylsiloxane; Microelectromechanical systems; Power density; Cathode; Materials science; Faraday efficiency; Geobacter; Internal resistance; Current density; Chemical engineering; Nanotechnology; Chemistry; Electrode; Power (physics); Biofilm; Bacteria; Battery (electricity); Physics","score_opus":0.00742026248853811,"score_gpt":0.17234374921183004,"score_spread":0.16492348672329193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150549729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95434535,0.000016222335,0.00003059708,0.00008413187,0.00036012474,0.00017829968,0.000016777203,0.000055504417,0.04491297],"genre_scores_gemma":[0.99425375,0.00001358579,0.002533186,0.0010288467,0.00006481851,0.000002597484,0.000019225234,0.00001963282,0.0020643282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891347,0.00005428901,0.00018361377,0.00037781306,0.00016049577,0.00031033382],"domain_scores_gemma":[0.9995032,0.000014243356,0.0000899592,0.00027254663,0.0000069382377,0.000113092006],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016155653,0.00017888962,0.00014422035,0.000028756895,0.000111983216,0.000028195147,0.00023049752,0.00010889806,0.0068696565],"category_scores_gemma":[0.000007970106,0.00015344805,0.00007708657,0.0001305231,0.000070080634,0.00009293431,0.00014951688,0.00016661732,0.0031062837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008119693,0.00028310838,0.026900174,0.000015069592,0.0000035138914,0.000012026274,0.0012558283,0.0000027787157,0.96626616,0.00002300168,0.004874826,0.00028234758],"study_design_scores_gemma":[0.0009074108,0.00023799125,0.42929223,0.00001731819,0.000023508912,0.000009474713,0.000035754965,0.000024810668,0.5592108,0.00036462632,0.009433626,0.00044248407],"about_ca_topic_score_codex":0.0015486162,"about_ca_topic_score_gemma":0.0008534764,"teacher_disagreement_score":0.40705538,"about_ca_system_score_codex":0.00009268429,"about_ca_system_score_gemma":0.0000075112503,"threshold_uncertainty_score":0.99766994},"labels":[],"label_agreement":null},{"id":"W2150731854","doi":"10.1039/c5lc00342c","title":"Gecko gaskets for self-sealing and high-strength reversible bonding of microfluidics","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; CMC Microsystems","keywords":"Gasket; Microfluidics; Nanotechnology; Gecko; Materials science; Engineering; Composite material; Geology","score_opus":0.012989935372895152,"score_gpt":0.21735747649947615,"score_spread":0.204367541126581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150731854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768306,0.019961808,0.0010965563,0.00013392112,0.00009449295,0.00025886687,0.000051674426,0.00016634438,0.001405756],"genre_scores_gemma":[0.9871715,0.010341468,0.0019788425,0.0000762809,0.00009101971,0.000032918204,0.000036949168,0.000038700084,0.00023234072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993784,0.000011011332,0.00016866263,0.00014829714,0.00009065115,0.00020298902],"domain_scores_gemma":[0.99959034,0.00005228188,0.00003232587,0.00018392762,0.000042195385,0.00009896035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014757513,0.00011679589,0.0001648705,0.00007230011,0.000048661186,0.000014590829,0.00009246629,0.00006957253,0.000007579342],"category_scores_gemma":[0.000017891643,0.000119440025,0.00003412301,0.00014165309,0.0000177431,0.000036506808,0.000017694032,0.0000810241,0.0000072047296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034097277,0.00004859333,0.00027071545,0.00018544299,0.00006996022,0.0000011374859,0.0006044361,0.00001201719,0.7693361,0.030768579,0.19765751,0.0010114085],"study_design_scores_gemma":[0.0009888427,0.00014889782,0.00020060463,0.00005438748,0.000055381708,0.000007635714,0.0001398319,0.0006935467,0.74110496,0.0015978557,0.25477558,0.00023249764],"about_ca_topic_score_codex":0.000010982066,"about_ca_topic_score_gemma":8.8754797e-7,"teacher_disagreement_score":0.05711806,"about_ca_system_score_codex":0.000052881285,"about_ca_system_score_gemma":0.000027583035,"threshold_uncertainty_score":0.4870623},"labels":[],"label_agreement":null},{"id":"W2150971222","doi":"10.1039/c1lc20134d","title":"On-demand controlled release of docetaxel from a battery-less MEMS drug delivery device","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":116,"is_retracted":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":"Docetaxel; Battery (electricity); Microelectromechanical systems; Drug; Drug delivery; Pharmacology; Nanotechnology; Materials science; Medicine; Surgery; Chemotherapy; Physics","score_opus":0.011462796919633199,"score_gpt":0.18964319417644174,"score_spread":0.17818039725680854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150971222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98085845,0.008661322,0.0002735918,0.000043196847,0.00007210638,0.00027331378,0.00005773966,0.00010660978,0.009653678],"genre_scores_gemma":[0.9941348,0.0050585964,0.000048562964,0.00041271525,0.000055814213,0.000073653224,0.000022016195,0.00003491869,0.00015892443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911815,0.00003523759,0.00027553295,0.00020501672,0.00014179207,0.00022428622],"domain_scores_gemma":[0.99927574,0.00014198094,0.00005836649,0.00039470283,0.000035103185,0.000094113704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095009695,0.0001796446,0.0003371192,0.00006893672,0.000044643293,0.000010534169,0.00020008035,0.00006905848,0.00043874807],"category_scores_gemma":[0.000014113911,0.00015712409,0.00010023203,0.00012206193,0.000028706765,0.000033334214,0.000015908226,0.00015909801,0.0001845164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012473662,0.00048868626,0.0004587149,0.000106993495,0.0005698611,0.000023042709,0.0021666908,0.000081701546,0.8605028,0.009255231,0.1231194,0.0019795168],"study_design_scores_gemma":[0.009751111,0.00022520215,0.0069065467,0.00023872833,0.00028496972,0.000004889319,0.0002883979,0.0020060204,0.9632951,0.0063303346,0.009858999,0.00080969586],"about_ca_topic_score_codex":0.00019838696,"about_ca_topic_score_gemma":0.000024976182,"teacher_disagreement_score":0.113260396,"about_ca_system_score_codex":0.0000312231,"about_ca_system_score_gemma":0.000019464365,"threshold_uncertainty_score":0.6407334},"labels":[],"label_agreement":null},{"id":"W2152238532","doi":"10.1039/b409366f","title":"Immunomagnetic T cell capture from blood for PCR analysis using microfluidic systems","year":2004,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":150,"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":"Defense Advanced Research Projects Agency; University of Alberta; Defence Research and Development Canada","keywords":"Immunomagnetic separation; Microfluidics; Chromatography; Flow cytometry; Chemistry; Isolation (microbiology); Single-cell analysis; Cell; Biomedical engineering; Biological system; Analytical Chemistry (journal); Materials science; Nanotechnology; Molecular biology; Biology; Bioinformatics; Engineering; Biochemistry","score_opus":0.011662785595618988,"score_gpt":0.1952646107098066,"score_spread":0.18360182511418763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152238532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411783,0.04833496,0.00889478,0.000041961284,0.00031206335,0.00023727122,0.00013639324,0.000646182,0.00021807099],"genre_scores_gemma":[0.9954718,0.00091008306,0.003279025,0.000049222566,0.00008218511,0.000009003675,0.00005839913,0.000043108976,0.0000971797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904376,0.0000133636195,0.00024916203,0.00026871794,0.000105604944,0.00031937857],"domain_scores_gemma":[0.9993941,0.000040644223,0.000045921413,0.00044675882,0.000030249783,0.000042333337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007016817,0.0002367085,0.00035792933,0.0002153535,0.00008363148,0.00007091933,0.00021754536,0.0002377177,0.000011516617],"category_scores_gemma":[0.000013387132,0.0002140211,0.00016966721,0.00043838748,0.000042709707,0.00003329196,0.000029812207,0.00017356449,0.000023560597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010781432,0.000047646063,0.00013393008,0.00007110755,0.00030445677,0.0000147021165,0.00017916557,0.0021995115,0.99592805,0.00012954434,0.00083460606,0.00014649576],"study_design_scores_gemma":[0.0015296926,0.0001220062,0.000354676,0.00014477655,0.0013941347,0.000013183252,0.0004975824,0.002984001,0.9883408,0.00030679783,0.003764916,0.0005474665],"about_ca_topic_score_codex":0.0006239044,"about_ca_topic_score_gemma":0.000010281944,"teacher_disagreement_score":0.054293476,"about_ca_system_score_codex":0.0000846011,"about_ca_system_score_gemma":0.000020412117,"threshold_uncertainty_score":0.8727527},"labels":[],"label_agreement":null},{"id":"W2152538644","doi":"10.1039/b916669f","title":"Chamber and microfluidic probe for microperfusion of organotypic brain slices","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":95,"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 and Génome Québec Innovation Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Biomedical engineering; Fluorescence microscope; Confocal; Confocal microscopy; Nanotechnology; Perfusion; Microscope; Chemistry; Materials science; Fluorescence; Biophysics; Pathology; Biology; Optics; Medicine; Cell biology","score_opus":0.0135373728950945,"score_gpt":0.2625339336015272,"score_spread":0.24899656070643272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152538644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951316,0.0009710873,0.00093575957,0.0013348365,0.000061638115,0.00026756516,0.000006820137,0.00008461946,0.0012060646],"genre_scores_gemma":[0.9968236,0.00020078837,0.002061407,0.0003229569,0.00006773438,0.000007637646,0.000005139398,0.000019713942,0.00049098535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993877,0.000016241505,0.00013307546,0.00013197873,0.000126914,0.00020412123],"domain_scores_gemma":[0.99962056,0.00012949936,0.0000151809145,0.00014034525,0.000027592794,0.000066820314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024695642,0.00008696132,0.0001223883,0.00007817066,0.000029418532,0.000014756035,0.0000887988,0.00007391484,0.000052575015],"category_scores_gemma":[0.00016573023,0.000072234245,0.000023388733,0.00013778526,0.00004059199,0.000023827924,0.000024522522,0.00011509219,0.000018795221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025143241,0.00002805484,0.00022195325,0.00014484276,0.0000074354425,0.0000011562144,0.00019908919,0.0000021137719,0.9610153,0.0004333174,0.004789964,0.03313165],"study_design_scores_gemma":[0.00085642375,0.00033283426,0.023682516,0.00020833733,0.000006027577,0.0000068022755,0.00001626525,0.0012784775,0.90932035,0.0007041451,0.06340461,0.00018323403],"about_ca_topic_score_codex":0.000005435795,"about_ca_topic_score_gemma":0.0000014717633,"teacher_disagreement_score":0.058614645,"about_ca_system_score_codex":0.000015986474,"about_ca_system_score_gemma":0.000011791099,"threshold_uncertainty_score":0.2945627},"labels":[],"label_agreement":null},{"id":"W2154275964","doi":"10.1039/c3lc50181g","title":"High throughput multilayer microfluidic particle separation platform using embedded thermoplastic-based micropumping","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"National Research Council Canada; McGill University","funders":"","keywords":"Microfluidics; Materials science; Micropump; Fluidics; Nanotechnology; Membrane; Particle (ecology); Layer (electronics); Chemistry","score_opus":0.025769326288662627,"score_gpt":0.24393901163948295,"score_spread":0.21816968535082032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154275964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98632485,0.0006429375,0.010897892,0.00013900477,0.0003632445,0.000317334,0.000009905907,0.0011196709,0.00018514082],"genre_scores_gemma":[0.9941767,0.00007045066,0.005212022,0.00031503502,0.00008647962,0.000015083386,0.000014177249,0.00005706472,0.000053015883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879813,0.000019937363,0.000299261,0.00027628973,0.00014885719,0.00045754242],"domain_scores_gemma":[0.99938136,0.00007461889,0.000049979793,0.0003835673,0.00004784596,0.00006264542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008846661,0.000279853,0.00024132295,0.00008705975,0.00014217479,0.00010674996,0.00017076658,0.00020526629,0.00016165966],"category_scores_gemma":[0.000035836845,0.00024050937,0.00007224983,0.00022570722,0.00007958902,0.00017597796,0.00003830145,0.00022922509,0.00052508386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016657272,0.00003765368,0.00021359707,0.000033629603,0.00002512131,0.0000054976485,0.00015296305,0.0015573383,0.99072313,0.00019251445,0.004389079,0.0026527906],"study_design_scores_gemma":[0.00059579016,0.000052323256,0.000899017,0.00009045544,0.000019693767,0.000008006928,0.00009561258,0.08697656,0.90989596,0.00020849936,0.0008551889,0.00030291374],"about_ca_topic_score_codex":0.00010725069,"about_ca_topic_score_gemma":0.0000048079933,"teacher_disagreement_score":0.08541922,"about_ca_system_score_codex":0.00012268605,"about_ca_system_score_gemma":0.000023676788,"threshold_uncertainty_score":0.98076874},"labels":[],"label_agreement":null},{"id":"W2155074420","doi":"10.1039/c2lc21241b","title":"Capacitance-based droplet position estimator for digital microfluidic devices","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Fluidics; Estimator; Dimensionless quantity; Position (finance); Displacement (psychology); Controller (irrigation); Electrode; Capacitance; Materials science; Mechanics; Control theory (sociology); Computer science; Nanotechnology; Chemistry; Physics; Engineering; Electrical engineering; Mathematics; Control (management)","score_opus":0.00977229878990214,"score_gpt":0.21328924397062557,"score_spread":0.20351694518072344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155074420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97388947,0.007942148,0.014538482,0.00033452138,0.00029806286,0.00023000946,0.00009704399,0.001608169,0.0010621054],"genre_scores_gemma":[0.997747,0.00003695272,0.001670539,0.00022959913,0.00010576039,0.00006205314,0.000056421624,0.000041611846,0.000050067036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927443,0.0000054667926,0.00012776417,0.00011992429,0.00007086786,0.00040153106],"domain_scores_gemma":[0.99966,0.000064857064,0.000023402556,0.00018153625,0.000018189208,0.000052016872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007340448,0.00015584187,0.00013098688,0.00008313356,0.00007617819,0.00004966089,0.000115847964,0.00010371818,0.0000068506474],"category_scores_gemma":[0.000047833746,0.00014752844,0.00005875236,0.00011058358,0.00003099866,0.000146141,0.000005381082,0.00012132005,0.00006720973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035025463,0.000091793874,0.002672387,0.00021721068,0.00004692648,0.0000019631445,0.0001328795,0.000020003252,0.93060917,0.0033784516,0.047057822,0.015736386],"study_design_scores_gemma":[0.00040403035,0.00010627749,0.00071286527,0.000089541005,0.000016019303,0.000009519186,0.000037863785,0.00018491849,0.96001726,0.00021236518,0.03797487,0.0002344924],"about_ca_topic_score_codex":0.0000017281493,"about_ca_topic_score_gemma":6.252564e-7,"teacher_disagreement_score":0.029408084,"about_ca_system_score_codex":0.00007870007,"about_ca_system_score_gemma":0.000011666545,"threshold_uncertainty_score":0.6016035},"labels":[],"label_agreement":null},{"id":"W2155410839","doi":"10.1039/b914460a","title":"Microfabricated arrays for high-throughput screening of cellular response to cyclic substrate deformation","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"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":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Mechanobiology; Substrate (aquarium); Mesenchymal stem cell; Strain (injury); Wnt signaling pathway; Biophysics; Nanotechnology; Chemistry; Materials science; Cell biology; Biology; Signal transduction; Anatomy","score_opus":0.013637487579706925,"score_gpt":0.2536994049477553,"score_spread":0.24006191736804836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155410839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88225865,0.00005209706,0.11648556,0.0006087565,0.00009682263,0.0002530769,0.00004216829,0.000011961834,0.00019090636],"genre_scores_gemma":[0.99456203,0.000012427351,0.0039775847,0.00065856415,0.00008426507,0.000015392514,0.00027863748,0.000014070573,0.0003970322],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999268,0.00004604056,0.00022097262,0.00021347126,0.000076947406,0.00017455168],"domain_scores_gemma":[0.9994624,0.00001671374,0.000100612095,0.00027493088,0.00008414861,0.00006119275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170267,0.00011344053,0.00011924456,0.00006905486,0.00006718532,0.000017248278,0.00011766622,0.000090016976,0.000011975019],"category_scores_gemma":[0.00008375423,0.00011105002,0.00008520874,0.00011449115,0.00000837787,0.000004982688,0.000017524304,0.000059094284,0.000012704772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010703119,0.000069053465,0.0000071592135,0.0000055208384,0.000017554177,5.8706104e-7,0.00005496256,0.00012544927,0.99574894,0.0009362678,0.00062369235,0.0013404792],"study_design_scores_gemma":[0.00050411676,0.0010450245,0.0007883444,0.000021211763,0.000012104722,0.0000029165124,0.000036971145,0.0002756745,0.9801364,0.00027906126,0.016771596,0.00012661329],"about_ca_topic_score_codex":0.000013275105,"about_ca_topic_score_gemma":0.000005272179,"teacher_disagreement_score":0.11250797,"about_ca_system_score_codex":0.000012907805,"about_ca_system_score_gemma":0.000022606935,"threshold_uncertainty_score":0.45284885},"labels":[],"label_agreement":null},{"id":"W2155890309","doi":"10.1039/b801033a","title":"Nano-biopower supplies for biomolecular motors: the use of metabolic pathway-based fuel generating systems in microfluidic devices","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","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 Alberta; National Institute for Nanotechnology","funders":"Korea Science and Engineering Foundation; University of Alberta","keywords":"Mitochondrion; Microfluidics; Molecular motor; Organelle; Bioenergetics; Pyruvate kinase; Chemical energy; Nanotechnology; Enzyme; Chemistry; Cell biology; Biochemistry; Materials science; Biology; Glycolysis","score_opus":0.04327742024578624,"score_gpt":0.2803821419139508,"score_spread":0.23710472166816454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155890309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98592,0.012196516,0.0010183104,0.00008326901,0.000070071095,0.00051290024,0.00016002037,0.000007136046,0.000031769552],"genre_scores_gemma":[0.9978418,0.0005721635,0.0005821651,0.00038614054,0.00013225386,0.0001342024,0.00014428732,0.000027899408,0.00017911276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988392,0.00013345576,0.00026561294,0.0002963752,0.00017538198,0.00028997794],"domain_scores_gemma":[0.99931794,0.00006404774,0.00008769046,0.00039380149,0.000086348264,0.00005016303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015065496,0.00016389706,0.00020867836,0.00007605381,0.000106640546,0.000031913874,0.00021470085,0.00011741469,0.0000067900164],"category_scores_gemma":[0.00011242809,0.000115650204,0.00012591729,0.00014968838,0.00012301926,0.0000049555188,0.000054538876,0.00007401314,0.0000041718986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110028705,0.000098770775,0.002390704,0.00007520489,0.000042544416,0.000008249642,0.00006337761,0.00016229662,0.99607867,0.00022269209,0.00051668915,0.00023075222],"study_design_scores_gemma":[0.000604748,0.0001817934,0.0004494352,0.00004136499,0.000008906795,0.0000035265173,0.00005937412,0.0008162278,0.88900256,0.0000025652582,0.10869347,0.00013602442],"about_ca_topic_score_codex":0.00019770004,"about_ca_topic_score_gemma":0.00003899419,"teacher_disagreement_score":0.10817678,"about_ca_system_score_codex":0.000006852037,"about_ca_system_score_gemma":0.00012764146,"threshold_uncertainty_score":0.47160783},"labels":[],"label_agreement":null},{"id":"W2156368422","doi":"10.1039/c6lc00314a","title":"Direct measurement of particle inertial migration in rectangular microchannels","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Toronto Metropolitan University","funders":"Office of Naval Research Global; University of California, Los Angeles","keywords":"Streamlines, streaklines, and pathlines; Scaling; Lift (data mining); Inertial frame of reference; Tracking (education); Particle (ecology); Microfluidics","score_opus":0.0176891049420351,"score_gpt":0.19639162513859162,"score_spread":0.17870252019655652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156368422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99770063,0.0005808805,0.00056675303,0.00044265174,0.00009007499,0.000073195035,0.000003894609,0.00021146235,0.0003304605],"genre_scores_gemma":[0.9995884,0.00017580004,0.00014637764,0.000017399187,0.000020986703,0.000004250381,4.956048e-7,0.000009436707,0.000036894256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951154,0.000016650902,0.00014184907,0.00009272849,0.00010582068,0.00013139324],"domain_scores_gemma":[0.99979,0.000015809363,0.000016992757,0.00014179961,0.000020931988,0.000014448064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015365354,0.00007426733,0.00010580217,0.00005177058,0.000008911641,0.000003886251,0.000060945218,0.000058886228,0.000009584609],"category_scores_gemma":[0.000073159405,0.000049930917,0.000024091514,0.00011776515,0.000023561206,0.000026338232,0.0000119342785,0.00003697572,0.00001649114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017799524,0.000021159782,0.0006669947,0.000011466555,0.0000066152875,0.0000019115182,0.00008936564,0.000015612315,0.98693055,0.00011447781,0.0010863135,0.011037744],"study_design_scores_gemma":[0.00027108623,0.000046323694,0.00196635,0.00012901278,0.000003095304,7.4560097e-7,0.000016809461,0.00018556639,0.9959002,0.00009089195,0.0013157885,0.00007412427],"about_ca_topic_score_codex":0.000028771276,"about_ca_topic_score_gemma":0.000099390556,"teacher_disagreement_score":0.01096362,"about_ca_system_score_codex":0.000060169998,"about_ca_system_score_gemma":0.0000058023725,"threshold_uncertainty_score":0.20361236},"labels":[],"label_agreement":null},{"id":"W2156778360","doi":"10.1039/c3lc50655j","title":"Storing self-contained gel capillary cassettes for POC medical diagnostics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Western University; Provincial Laboratory of Public Health; London Health Sciences Centre; Victoria Hospital; University of Alberta","funders":"","keywords":"Point of care; Cold chain; Chromatography; Polymerase chain reaction; Computer science; Materials science; Biomedical engineering; Chemistry; Food science; Medicine; Pathology; Biochemistry","score_opus":0.006613413485424274,"score_gpt":0.20280193304653213,"score_spread":0.19618851956110786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156778360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99388987,0.0002567331,0.0012997315,0.0012093661,0.00063168025,0.00028414224,0.0000102193335,0.0005393737,0.0018788871],"genre_scores_gemma":[0.9982064,0.00015202936,0.0005251251,0.00042050338,0.0004591465,0.00004534257,0.0000063701123,0.000030822335,0.00015429132],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993234,0.000010820549,0.00014052275,0.00012481243,0.00016350362,0.00023692496],"domain_scores_gemma":[0.99941695,0.00026922813,0.000012856107,0.00012173915,0.000031069976,0.00014817464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080834856,0.000117314936,0.00013506261,0.000041792024,0.000050734434,0.00003357078,0.00007574336,0.00013326667,0.00012286882],"category_scores_gemma":[0.00024249799,0.00010045144,0.00005724421,0.00007394087,0.000011718672,0.00004727416,0.00001228098,0.00017129765,0.00012290137],"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":[0.00021210584,0.001765933,0.028400159,0.004173476,0.0023520582,0.00053688115,0.0035568373,0.007002629,0.07551843,0.090504944,0.4656813,0.32029524],"study_design_scores_gemma":[0.0029972102,0.00073975424,0.042597357,0.0003564405,0.00015361159,0.0000497875,0.00020186412,0.79190606,0.03941,0.00472065,0.11548074,0.001386522],"about_ca_topic_score_codex":0.000040612336,"about_ca_topic_score_gemma":0.00002329794,"teacher_disagreement_score":0.7849034,"about_ca_system_score_codex":0.00005467224,"about_ca_system_score_gemma":0.000008987789,"threshold_uncertainty_score":0.4096291},"labels":[],"label_agreement":null},{"id":"W2156808896","doi":"10.1039/b906626h","title":"Multiple modular microfluidic (M3) reactors for the synthesis of polymer particles","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":141,"is_retracted":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":"Microfluidics; Dispersity; Polymer; Coalescence (physics); Materials science; Modular design; Polymerization; Fabrication; Microreactor; Nanotechnology; Chemical engineering; Chemistry; Polymer chemistry; Computer science; Composite material; Organic chemistry; Engineering","score_opus":0.015002965198964926,"score_gpt":0.2299573022521427,"score_spread":0.21495433705317776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156808896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710055,0.0027917353,0.122138634,0.0009485993,0.00018565844,0.00059556693,0.000087664,0.0004227589,0.0018238776],"genre_scores_gemma":[0.9990041,0.00006053373,0.00039835996,0.00034219652,0.000051912506,0.00004790872,0.000010966691,0.0000224976,0.00006152435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993349,0.00001083004,0.0002502263,0.00011836642,0.000099678895,0.0001860235],"domain_scores_gemma":[0.9994166,0.00017860233,0.000047736718,0.0002849388,0.000055667067,0.000016473725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021137427,0.0001291494,0.00014856433,0.00007420772,0.000053388823,0.000010732271,0.0001612493,0.00006650761,0.000012884261],"category_scores_gemma":[0.00009974781,0.000094868825,0.00006102342,0.0002923116,0.00004774025,0.000047596925,0.000008572561,0.00009163177,0.000006078093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027439633,0.00003450847,0.000101724916,0.000018877769,0.00003041323,3.6266866e-7,0.00010620025,0.0000066641537,0.94082993,0.014810884,0.0050566015,0.038976416],"study_design_scores_gemma":[0.0001748979,0.000055951376,0.002068613,0.000036055942,0.000017670367,0.0000013119051,0.00004300952,0.0008320429,0.98653996,0.0007331991,0.009386521,0.00011078785],"about_ca_topic_score_codex":0.000007993346,"about_ca_topic_score_gemma":1.5856757e-7,"teacher_disagreement_score":0.12799859,"about_ca_system_score_codex":0.000034945635,"about_ca_system_score_gemma":0.000009515627,"threshold_uncertainty_score":0.38686383},"labels":[],"label_agreement":null},{"id":"W2158701938","doi":"10.1039/c5lc00241a","title":"Microfluidic studies of polymer adsorption in flow","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Toronto; Toronto Public Health","funders":"","keywords":"Microfluidics; Adsorption; Polymer; Flow (mathematics); Nanotechnology; Polymer science; Materials science; Chemical engineering; Chemistry; Mechanics; Engineering; Composite material; Organic chemistry; Physics","score_opus":0.025075271350361895,"score_gpt":0.24839826919009456,"score_spread":0.22332299783973267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158701938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75916773,0.23921317,0.00005370833,0.000077021316,0.00006371042,0.000075756245,0.0000056644876,0.000049558646,0.0012936941],"genre_scores_gemma":[0.92431486,0.07534579,0.000016613529,0.000070514456,0.000038307713,0.000025795964,0.000008345627,0.000015795971,0.00016398402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995122,0.000017542523,0.00015924353,0.0000943175,0.00008594518,0.00013073375],"domain_scores_gemma":[0.9997416,0.00001764759,0.000015779231,0.00016066198,0.000025652203,0.000038668568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009312585,0.00008559765,0.00014143922,0.00008273407,0.000007679955,0.0000032767755,0.00007230345,0.00004217263,0.000019326779],"category_scores_gemma":[0.000011888155,0.00008015641,0.000025563122,0.00020329218,0.00002489258,0.00002367542,0.000010971586,0.00007596724,0.00006567292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001568744,0.000033660494,0.0002671587,0.0000287588,0.000027043789,9.836098e-7,0.0007320458,0.000018542782,0.8528823,0.0014418213,0.14350112,0.0010508435],"study_design_scores_gemma":[0.0004842466,0.00007152847,0.0006928737,0.000043446005,0.000010521208,0.0000031284276,0.0002765356,0.00018040657,0.9748912,0.00057942997,0.022630721,0.00013595528],"about_ca_topic_score_codex":0.000011466554,"about_ca_topic_score_gemma":0.0000040560644,"teacher_disagreement_score":0.16514713,"about_ca_system_score_codex":0.000058626698,"about_ca_system_score_gemma":0.0000151745735,"threshold_uncertainty_score":0.32686836},"labels":[],"label_agreement":null},{"id":"W2159266673","doi":"10.1039/c2lc20967e","title":"Electrical sorting of Caenorhabditis elegans","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Caenorhabditis elegans; Sorting; sort; Biology; Throughput; Computer science; Microfluidics; Model organism; Biological system; Isolation (microbiology); Computational biology; Nanotechnology; Bioinformatics; Genetics; Algorithm; Gene; Materials science","score_opus":0.010560882384140343,"score_gpt":0.2373506139924196,"score_spread":0.22678973160827925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159266673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939795,0.00056467636,0.0013335733,0.00008873307,0.0001792531,0.00008473451,0.000008658935,0.000013387896,0.003747475],"genre_scores_gemma":[0.99746925,0.00006556809,0.000870922,0.00048564965,0.00047781316,0.0000051647976,0.000031898766,0.000024257497,0.0005694901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912155,0.000045386034,0.00018483245,0.00017768945,0.00013385608,0.00033670996],"domain_scores_gemma":[0.9994846,0.000011716852,0.00008526645,0.0002785139,0.000038085425,0.00010180077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015851646,0.000121313715,0.00013531643,0.000033077195,0.000048186448,0.000008262983,0.00014270986,0.00011887265,0.00003975485],"category_scores_gemma":[0.00009162314,0.00011712489,0.00007429275,0.00006933653,0.00004266219,0.0000023690154,0.000047216763,0.000102930004,0.000027368189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043216165,0.00027271415,0.04750953,0.000026284795,0.00005417671,0.0000015180573,0.0006410647,0.00005115321,0.9432714,0.0019987286,0.002209815,0.0039204117],"study_design_scores_gemma":[0.0003883063,0.00040504587,0.031904787,0.000009680081,0.000026562639,0.000016396963,0.000036682184,0.00006171341,0.95091724,0.00016795467,0.015832495,0.00023315975],"about_ca_topic_score_codex":0.000029158482,"about_ca_topic_score_gemma":0.000016904261,"teacher_disagreement_score":0.015604742,"about_ca_system_score_codex":0.000009296433,"about_ca_system_score_gemma":0.000030154617,"threshold_uncertainty_score":0.4776214},"labels":[],"label_agreement":null},{"id":"W2160943556","doi":"10.1039/b813897d","title":"Patterning protein concentration using laser-assisted adsorption by photobleaching, LAPAP","year":2008,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","cited_by":63,"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; Montreal Neurological Institute and Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Photobleaching; Substrate (aquarium); Biophysics; In vitro; Chemistry; In vivo; Fluorescence recovery after photobleaching; Nanotechnology; Biological system; Materials science; Biology; Biochemistry; Fluorescence; Physics; Optics","score_opus":0.06921729470846583,"score_gpt":0.27515507691855373,"score_spread":0.2059377822100879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160943556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973037,0.000020216521,0.00062934833,0.000119903074,0.000111638954,0.00033739253,0.000016030572,0.00014030159,0.0013214232],"genre_scores_gemma":[0.9968336,0.000012702692,0.00011388852,0.0023118746,0.000097471246,0.000021822676,0.000009224839,0.000027599495,0.00057179213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844784,0.00022225564,0.00023944961,0.00041879836,0.0003686312,0.00030303546],"domain_scores_gemma":[0.9994827,0.0000769412,0.00017248454,0.0001673763,0.000017809816,0.00008271749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011544369,0.00016768301,0.00014423314,0.00003209054,0.0004104158,0.000056798566,0.00014697413,0.000066344764,0.00011050305],"category_scores_gemma":[0.0001442175,0.00016115031,0.000055025877,0.00018249817,0.00006086411,0.00022828147,0.000024876137,0.0002788694,0.00007780543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007299069,0.00008815159,0.0007514342,0.000010137565,0.000001594045,0.000033884204,0.00016566551,0.0001441897,0.99783945,0.00010471235,0.00025162366,0.0005361452],"study_design_scores_gemma":[0.0005719595,0.00013965015,0.00065207307,0.00010441043,0.0000044369085,0.00004501017,0.000010556766,0.0046639917,0.992255,0.000059004193,0.0013046676,0.00018929329],"about_ca_topic_score_codex":0.000081844206,"about_ca_topic_score_gemma":0.0000042295273,"teacher_disagreement_score":0.005584525,"about_ca_system_score_codex":0.00006648722,"about_ca_system_score_gemma":0.000036751328,"threshold_uncertainty_score":0.6571519},"labels":[],"label_agreement":null},{"id":"W2161377232","doi":"10.1039/c004120c","title":"Miniaturized system for isotachophoresis assays","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Alberta","funders":"","keywords":"Isotachophoresis; Analyte; Detection limit; Detector; Multiplexing; Microelectronics; Lab-on-a-chip; USB; Chromatography; Computer hardware; Microfluidics; Chemistry; Computer science; Materials science; Optoelectronics; Electronic engineering; Nanotechnology; Engineering; Electrolyte; Electrode","score_opus":0.005302470360703101,"score_gpt":0.19973611516905393,"score_spread":0.19443364480835082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161377232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97387385,0.0025479775,0.0009081793,0.00018445718,0.0006177289,0.0005714461,0.00009250911,0.00065364403,0.02055022],"genre_scores_gemma":[0.99723685,0.0008344951,0.00067984406,0.00009548011,0.0002752222,0.00030531586,0.00003469607,0.00005292994,0.0004851445],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993476,0.000008992207,0.00015116889,0.00016709506,0.00008946269,0.0002356347],"domain_scores_gemma":[0.999461,0.00007245681,0.00002064073,0.00034200947,0.000026459176,0.00007745894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010375318,0.00013482281,0.00015071954,0.000053971195,0.000083930456,0.0000285107,0.00016425556,0.00011817769,0.000067657296],"category_scores_gemma":[0.000016027263,0.00012430843,0.0000806788,0.00012153405,0.000015077441,0.000019772157,0.000008119493,0.00018339787,0.00015250963],"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":[0.000017839522,0.0000150232845,0.000010622987,0.00006108646,0.000024252979,6.693993e-7,0.000041056686,0.0000014427724,0.8737756,0.020375883,0.10509138,0.00058517465],"study_design_scores_gemma":[0.00069627573,0.0000490809,0.0004660749,0.0000188534,0.000032804208,0.000009770037,0.00003615252,0.00078420306,0.46133408,0.00030796748,0.53600365,0.00026105452],"about_ca_topic_score_codex":0.0000034928416,"about_ca_topic_score_gemma":0.0000053874173,"teacher_disagreement_score":0.4309123,"about_ca_system_score_codex":0.00003150717,"about_ca_system_score_gemma":0.000013558523,"threshold_uncertainty_score":0.50691503},"labels":[],"label_agreement":null},{"id":"W2162218402","doi":"10.1039/c3lc50691f","title":"Capillarics: pre-programmed, self-powered microfluidic circuits built from capillary elements","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":196,"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; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Capillary action; Microscale chemistry; Microfluidics; Electronic circuit; Fluidics; Flow (mathematics); Computer science; Resistor; Biological system; Nanotechnology; Materials science; Engineering; Electrical engineering; Mechanics; Voltage; Physics; Mathematics","score_opus":0.007597268852816391,"score_gpt":0.2032629132691033,"score_spread":0.19566564441628692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162218402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96678567,0.02592641,0.00015307,0.00023722296,0.00045221223,0.00054142904,0.000029043778,0.003979406,0.0018955607],"genre_scores_gemma":[0.99253523,0.0052571367,0.0011218598,0.00036665075,0.00013172934,0.0001548313,0.00008291053,0.000105602136,0.0002440431],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99812704,0.000038426937,0.00038973047,0.0004245444,0.00024102115,0.00077925785],"domain_scores_gemma":[0.9989878,0.00006954071,0.00006352146,0.00069703767,0.00005589894,0.00012622411],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011853466,0.00037818504,0.00031619315,0.00016515228,0.00012113787,0.000115283634,0.00050376327,0.00030897328,0.00018355735],"category_scores_gemma":[0.000060768005,0.000365117,0.000095219875,0.0003093931,0.0000468896,0.00011318136,0.00008264547,0.00048363494,0.0007885601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045414654,0.000110715126,0.004188825,0.00006809694,0.00026243168,0.00001977833,0.00072006346,0.0000023235093,0.8268174,0.00017291243,0.087579384,0.08005355],"study_design_scores_gemma":[0.0011390583,0.00023546228,0.007821103,0.00011812005,0.000057203513,0.00001715082,0.00021604128,0.00013161737,0.87600726,0.0019755883,0.11150626,0.00077516143],"about_ca_topic_score_codex":0.0005205991,"about_ca_topic_score_gemma":0.000014629074,"teacher_disagreement_score":0.07927839,"about_ca_system_score_codex":0.00016084632,"about_ca_system_score_gemma":0.000033463377,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W2165413172","doi":"10.1039/c1lc20092e","title":"Chromatographic behaviour of single cells in a microchannel with dynamic geometry","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Vancouver General Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microchannel; Volumetric flow rate; Chemistry; Flow (mathematics); Membrane; Materials science; Biophysics; Chromatography; Mechanics; Nanotechnology; Biochemistry; Physics; Biology","score_opus":0.011925100724327321,"score_gpt":0.1763177276777088,"score_spread":0.1643926269533815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165413172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792874,0.00043213222,0.00026359104,0.000008599589,0.00006655212,0.000092389775,0.000013292318,0.00032249157,0.0008722041],"genre_scores_gemma":[0.9980105,0.00009444564,0.0018203582,0.0000143702,0.0000036948627,0.000003036547,0.000003117353,0.000025651816,0.000024788893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994307,0.0000072283956,0.00014836206,0.00013769715,0.00007152956,0.0002044906],"domain_scores_gemma":[0.9996919,0.000009684329,0.000030273122,0.00023290643,0.00001268556,0.00002251927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005107087,0.00013504391,0.0001734354,0.000331843,0.000012662153,0.0000053133504,0.0001386179,0.00011788606,0.000015508484],"category_scores_gemma":[0.000003446057,0.00011192352,0.000034022476,0.00044055114,0.000083169885,0.000026148413,0.000024500512,0.00014211812,0.000011742926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026128582,0.00018137544,0.008347322,0.00007946319,0.000019310017,0.000035542307,0.00040153606,0.000014283272,0.98974746,0.00011557797,0.00016383696,0.0008681374],"study_design_scores_gemma":[0.00037633075,0.00024428187,0.028504727,0.00019773058,0.000012771962,0.000016905275,0.00023167972,0.0001326764,0.96986127,0.00015013746,0.00006963216,0.00020188389],"about_ca_topic_score_codex":0.00005806246,"about_ca_topic_score_gemma":0.00007692465,"teacher_disagreement_score":0.020157406,"about_ca_system_score_codex":0.000024454377,"about_ca_system_score_gemma":0.000005662911,"threshold_uncertainty_score":0.45641086},"labels":[],"label_agreement":null},{"id":"W2165461446","doi":"10.1039/b820682a","title":"Hybrid microfluidics: A digital-to-channel interface for in-line sample processing and chemical separations","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":122,"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":"Canada Research Chairs","keywords":"Microfluidics; Microchannel; Analyte; Reagent; Chip; Nanotechnology; Digital microfluidics; Sample preparation; Channel (broadcasting); Computer science; Chemistry; Chromatography; Materials science; Electrode; Electrowetting","score_opus":0.011770284803447986,"score_gpt":0.25074441378427653,"score_spread":0.23897412898082854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165461446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95825666,0.0023718046,0.03743898,0.00088089827,0.000031168864,0.00022814475,0.00004519195,0.0005457223,0.00020144058],"genre_scores_gemma":[0.9979193,0.00006621551,0.0016822882,0.00019227402,0.000031885862,0.00002642492,0.000017015283,0.000018368492,0.000046229092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993896,0.0000022394483,0.00014580606,0.00017714966,0.000040204417,0.00024501476],"domain_scores_gemma":[0.9997667,0.00005300082,0.000012894963,0.000112072186,0.000016856025,0.000038440492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049922714,0.00012572804,0.00013581276,0.00010306304,0.000033787484,0.00006454915,0.00009235307,0.000053874795,7.113695e-7],"category_scores_gemma":[0.0001443352,0.00012575403,0.00002101833,0.0001221072,0.000017141758,0.00007051407,0.00001649448,0.00013151014,0.0000046995865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032658685,0.00004580105,0.000019701578,0.00004742391,0.0000070430465,0.0000015812503,0.00040476775,0.0001226464,0.90555537,0.0002078416,0.0041675153,0.08938767],"study_design_scores_gemma":[0.00035210303,0.000163293,0.00003659969,0.00011641504,0.000004154899,0.000011745422,0.000049501818,0.0014089722,0.98769104,0.0039794617,0.0060128625,0.00017386225],"about_ca_topic_score_codex":0.0000020602301,"about_ca_topic_score_gemma":9.2160707e-7,"teacher_disagreement_score":0.0892138,"about_ca_system_score_codex":0.000041842275,"about_ca_system_score_gemma":0.000010449003,"threshold_uncertainty_score":0.51281},"labels":[],"label_agreement":null},{"id":"W2165589555","doi":"10.1039/c2lc40759k","title":"Microfluidic diagnostic tool for the developing world: contactless impedance flow cytometry","year":2012,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":65,"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":"National Human Genome Research Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Microfabrication; Microfluidics; Electrical impedance; Printed circuit board; Electrode; Cytometry; Electronics; Materials science; Nanotechnology; Biomedical engineering; Electrical engineering; Flow cytometry; Engineering; Fabrication; Chemistry","score_opus":0.019465888841434166,"score_gpt":0.24366435168468314,"score_spread":0.22419846284324899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165589555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.853484,0.05420908,0.0861531,0.0011717795,0.0020864296,0.0007851081,0.00006756343,0.0014885857,0.0005543981],"genre_scores_gemma":[0.99240476,0.0036681385,0.0028294672,0.00053722557,0.00023919153,0.000057547906,0.000007655239,0.000044233682,0.00021177462],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990564,0.000014534523,0.00019135019,0.00014654407,0.00010282664,0.0004883413],"domain_scores_gemma":[0.9984896,0.0010851526,0.000029505907,0.00033366392,0.000025437686,0.000036640344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024665912,0.00020136844,0.00018899518,0.0001257699,0.00014019693,0.000044505265,0.0002581922,0.000101779646,0.000015942465],"category_scores_gemma":[0.0003693743,0.00014133009,0.00007045423,0.0003584211,0.000055669287,0.00007526625,0.00005404689,0.00020155568,0.000090630936],"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":[0.00009269809,0.000109942455,0.018220635,0.00055725296,0.00032088684,0.000013750884,0.00089004886,0.00004965878,0.32381904,0.021661371,0.3807453,0.25351942],"study_design_scores_gemma":[0.0006658191,0.000040322597,0.023457887,0.0002751128,0.000057741516,0.000022396243,0.00014391996,0.0007283143,0.5357783,0.00033242238,0.43789953,0.0005982375],"about_ca_topic_score_codex":0.0000041474696,"about_ca_topic_score_gemma":0.000003839769,"teacher_disagreement_score":0.25292116,"about_ca_system_score_codex":0.00009935974,"about_ca_system_score_gemma":0.000017143022,"threshold_uncertainty_score":0.5763274},"labels":[],"label_agreement":null},{"id":"W2166369211","doi":"10.1039/b316916b","title":"A miniaturized high-voltage integrated power supply for portable microfluidic applications","year":2004,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of New Brunswick; University of Toronto","funders":"","keywords":"Microfluidics; Voltage; Battery (electricity); Materials science; Power consumption; Lab-on-a-chip; Nanotechnology; Power (physics); Optoelectronics; Electrical engineering; Engineering","score_opus":0.004782655765617071,"score_gpt":0.19854619154655148,"score_spread":0.19376353578093441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166369211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8399273,0.05279829,0.09259077,0.00092909747,0.00028649016,0.0038241523,0.0010538778,0.001597105,0.0069929124],"genre_scores_gemma":[0.9813404,0.012439603,0.0015576729,0.0006647888,0.00012263897,0.0019740036,0.0006852963,0.00011564828,0.0010999491],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889076,0.000007930465,0.00028230672,0.00030624878,0.00011435041,0.0003983875],"domain_scores_gemma":[0.9992808,0.000043119915,0.000038595535,0.000459962,0.000060305552,0.00011718416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084044084,0.00024130355,0.00023984494,0.00011184326,0.00013702412,0.00004339304,0.0002431839,0.00013866564,0.00021559485],"category_scores_gemma":[0.000009964698,0.00023091906,0.000105235864,0.0004436734,0.0000367326,0.000049472128,0.000013259053,0.00018895757,0.00023714907],"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":[0.000031231542,0.00009768167,0.00000943878,0.000028872362,0.000051830913,0.0000013398846,0.00008774931,0.0000126261,0.8559374,0.04273333,0.1006089,0.0003995962],"study_design_scores_gemma":[0.0011917164,0.00008843852,0.00029751257,0.000023998658,0.00003242731,0.0000072852263,0.000045419558,0.000010349772,0.39588153,0.004434474,0.5977071,0.00027977183],"about_ca_topic_score_codex":0.000029624098,"about_ca_topic_score_gemma":0.0000044038316,"teacher_disagreement_score":0.49709818,"about_ca_system_score_codex":0.00013482921,"about_ca_system_score_gemma":0.00007289028,"threshold_uncertainty_score":0.9416606},"labels":[],"label_agreement":null},{"id":"W2167281092","doi":"10.1039/c4lc00947a","title":"From cellular lysis to microarray detection, an integrated thermoplastic elastomer (TPE) point of care Lab on a Disc","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":78,"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 Laval; Cegep de Sainte Foy; National Research Council Canada","funders":"Royal Society of Chemistry; Royal Society; Genome Canada; U.S. Department of Health and Human Services","keywords":"Lysis; Materials science; Point of care; Thermoplastic elastomer; Elastomer; Thermoplastic; Biomedical engineering; Composite material; Chemistry; Polymer; Engineering; Medicine; Pathology; Biochemistry","score_opus":0.00338515473534644,"score_gpt":0.1831501012951505,"score_spread":0.17976494655980405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167281092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825852,0.0009116392,0.015077285,0.000047341447,0.00010250409,0.0001939295,0.000077802346,0.00015466666,0.00084966654],"genre_scores_gemma":[0.9991749,0.00019484515,0.00010480822,0.00012924634,0.00011006494,0.00005411691,0.00009179309,0.00005438881,0.00008583249],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990877,0.00006217124,0.0002189594,0.00027982003,0.00013714794,0.00021423229],"domain_scores_gemma":[0.99924994,0.000055485794,0.000035590423,0.0004836909,0.000059760998,0.000115564755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060739843,0.00020406832,0.00023464946,0.00012835754,0.00006275681,0.00002193575,0.0001842353,0.00009316793,0.00022972468],"category_scores_gemma":[0.00002201193,0.00017570336,0.00007339132,0.00034005864,0.000021538455,0.000027670128,0.000014070338,0.00017473099,0.00023451027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054993743,0.000046324083,0.000027684495,0.000019161293,0.000047839752,5.5837427e-7,0.0016214952,0.00036135293,0.9917879,0.00016510075,0.0014385129,0.0044290917],"study_design_scores_gemma":[0.00027057272,0.00033533125,0.0009097685,0.000050112678,0.00004658967,7.6410106e-7,0.00045162076,0.0006748473,0.9638186,0.000092103,0.033122182,0.00022749367],"about_ca_topic_score_codex":0.00015262204,"about_ca_topic_score_gemma":0.000114936774,"teacher_disagreement_score":0.03168367,"about_ca_system_score_codex":0.000093083036,"about_ca_system_score_gemma":0.000012923854,"threshold_uncertainty_score":0.71649754},"labels":[],"label_agreement":null},{"id":"W2167489019","doi":"10.1039/b905470g","title":"DEP actuation of emulsion jets and dispensing of sub-nanoliter emulsion droplets","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 Calgary","funders":"University of Alberta","keywords":"Emulsion; Microfluidics; Dielectrophoresis; Nanotechnology; Materials science; Oil droplet; Chip; Chemical engineering; Computer science; Engineering; Telecommunications","score_opus":0.008086595212169036,"score_gpt":0.20318973583396147,"score_spread":0.19510314062179243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167489019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809015,0.00043577273,0.0006636252,0.0001352116,0.00006423423,0.00008478057,0.0000042535985,0.00016810409,0.000353882],"genre_scores_gemma":[0.9987606,0.00036991073,0.0007883915,0.000037536585,0.000014867731,2.5534854e-7,0.000007530406,0.0000102060485,0.000010720987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946034,0.000010022338,0.00018388478,0.00011671933,0.00010409545,0.00012496466],"domain_scores_gemma":[0.99969536,0.000028018447,0.000047453657,0.00018285419,0.00002545034,0.000020833653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005027016,0.0001074586,0.00016633836,0.000109292654,0.000024196295,0.000008724672,0.000054451306,0.00011071154,0.000003889326],"category_scores_gemma":[0.000041500818,0.00008878193,0.000029484523,0.00011567559,0.000038487266,0.00005112089,0.000020462041,0.00008454765,0.000003110202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017389328,0.000019913108,0.00036683187,0.000031607335,0.0000040763002,0.0000018818513,0.00016627739,0.00001323572,0.91077054,0.00022913104,0.00025373156,0.08812541],"study_design_scores_gemma":[0.00024711687,0.00011495097,0.034605227,0.00019603975,0.000009655,0.0000059832873,0.000027488495,0.0015774927,0.9620547,0.00085090473,0.00021092176,0.00009950567],"about_ca_topic_score_codex":0.0000055384667,"about_ca_topic_score_gemma":0.0000036784202,"teacher_disagreement_score":0.0880259,"about_ca_system_score_codex":0.00001738182,"about_ca_system_score_gemma":0.0000019277138,"threshold_uncertainty_score":0.36204222},"labels":[],"label_agreement":null},{"id":"W2169862813","doi":"10.1039/b911412m","title":"Microfluidic system with integrated electroosmotic pumps, concentration gradient generator and fish cell line (RTgill-W1)—towards water toxicity testing","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Toxicant; Microfluidics; Chemistry; Chromatography; Sodium dodecyl sulfate; Volumetric flow rate; Toxicity; Materials science; Nanotechnology","score_opus":0.007098065978021701,"score_gpt":0.17759526928462482,"score_spread":0.17049720330660312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169862813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896202,0.0056665433,0.0025259438,0.00017216217,0.000047304173,0.00036816264,0.000020769357,0.00038080494,0.0011981166],"genre_scores_gemma":[0.99584186,0.0032398002,0.00012106649,0.00045959727,0.000113244845,0.0000311462,0.00010888691,0.00003715182,0.000047235466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998816,0.000035128614,0.00026424316,0.0003088002,0.00014105137,0.00043475034],"domain_scores_gemma":[0.99952406,0.000016463742,0.000036457117,0.00023644943,0.00007278753,0.000113804424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011076701,0.0002699518,0.00023932444,0.000060039645,0.0001463064,0.000079575264,0.00011319671,0.00009746336,0.0000111789905],"category_scores_gemma":[0.0000061990336,0.0001950736,0.000030698004,0.0002645957,0.000029773102,0.000059791928,0.000008914798,0.00022460207,0.000016866887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021060152,0.000049383118,0.00007308318,0.00006282277,0.000019416455,0.000008042924,0.0001253169,0.00007329607,0.993908,0.00078108325,0.0037862256,0.0010922963],"study_design_scores_gemma":[0.00049545814,0.00041213506,0.0006577872,0.00006641936,0.000034704542,0.000040407263,0.000037568247,0.005916809,0.9883093,0.000029633344,0.0037197159,0.0002800419],"about_ca_topic_score_codex":0.00002990382,"about_ca_topic_score_gemma":0.00000497311,"teacher_disagreement_score":0.006221678,"about_ca_system_score_codex":0.00018298437,"about_ca_system_score_gemma":0.00003395659,"threshold_uncertainty_score":0.7954871},"labels":[],"label_agreement":null},{"id":"W2171107539","doi":"10.1039/c4lc00036f","title":"Multiplexed actuation using ultra dielectrophoresis for proteomics applications: a comprehensive electrical and electrothermal design methodology","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":10,"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":"National Human Genome Research Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Dielectrophoresis; Microsystem; Microfluidics; Multiplexing; Electrode; Voltage; Multiplex; Materials science; Nanotechnology; Optoelectronics; Chemistry; Electronic engineering; Engineering; Electrical engineering; Bioinformatics","score_opus":0.06629629094371858,"score_gpt":0.27496237078635233,"score_spread":0.20866607984263374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171107539","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":[0.2595803,0.00038115535,0.7387181,0.0000614858,0.00001713339,0.00089650287,0.0000029743246,0.0003254851,0.000016849111],"genre_scores_gemma":[0.6420599,0.0002093362,0.35732347,0.00011796871,0.0000623838,0.00017983677,0.000007685268,0.000033704888,0.00000571147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991879,0.00008547403,0.00015928732,0.00022072568,0.0000575836,0.00028904423],"domain_scores_gemma":[0.9991413,0.00057392236,0.00004164812,0.00016853819,0.000043529373,0.000031095955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019183851,0.00016164996,0.00022102527,0.00011248557,0.00009971478,0.000023138378,0.00009264945,0.00017708441,0.0000015201813],"category_scores_gemma":[0.00016201068,0.00014628313,0.00003711761,0.00016182719,0.000052253214,0.000025592068,0.000008709287,0.00016208427,0.000002454345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010872656,0.000015188872,0.000010411542,0.00002742333,0.000024578076,1.5947701e-7,0.00004282116,0.00028835458,0.96779424,0.0018407214,0.0001145746,0.029732775],"study_design_scores_gemma":[0.00048703293,0.0002330511,0.00015990385,0.000011974839,0.000026211857,0.000014324244,0.000011672486,0.09171042,0.90228647,0.0034065186,0.0014724575,0.0001799447],"about_ca_topic_score_codex":0.0000062800164,"about_ca_topic_score_gemma":0.0000011291897,"teacher_disagreement_score":0.3824796,"about_ca_system_score_codex":0.000063640124,"about_ca_system_score_gemma":0.000015383494,"threshold_uncertainty_score":0.59652525},"labels":[],"label_agreement":null},{"id":"W2171165008","doi":"10.1039/c3lc50755f","title":"A novel method for sample delivery and testing of whole blood: gel strip PCR for point of care (POC) molecular diagnostics","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Whole blood; Opacity; Point-of-care testing; Point of care; Masking (illustration); Molecular diagnostics; Interference (communication); Biomedical engineering; Sample (material); Chromatography; Medicine; Chemistry; Computer science; Biology; Surgery; Pathology; Optics; Bioinformatics; Physics; Telecommunications","score_opus":0.0169028371489868,"score_gpt":0.2810959356998699,"score_spread":0.26419309855088313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171165008","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":[0.48909086,0.00052486017,0.5085659,0.000106628955,0.0000109409375,0.00089806446,0.00071997894,0.0000097994125,0.000072939125],"genre_scores_gemma":[0.51497406,0.00004061868,0.4839535,0.00028612046,0.000026397269,0.0004004639,0.00028723103,0.000020075562,0.000011546938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999262,0.000021777278,0.0002222104,0.00028120697,0.000049349586,0.00016345535],"domain_scores_gemma":[0.9990167,0.00021944178,0.00014328872,0.00029283515,0.00027854837,0.00004919251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011081682,0.00012913777,0.0001894467,0.00003356861,0.000044963308,0.0000074150093,0.00012937236,0.00015370807,0.000001820105],"category_scores_gemma":[0.0006016023,0.00012130529,0.000093910654,0.0000601901,0.000058027395,0.0000018086783,0.00007575412,0.000046493657,1.9320733e-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":[0.00002604186,0.00009939111,0.0003636307,0.000113084905,0.000047099413,1.1945156e-7,0.000023864895,0.000022140615,0.9893204,0.0019166431,0.00024002753,0.007827584],"study_design_scores_gemma":[0.000827419,0.0011671081,0.0006183504,0.00004089654,0.00007938734,0.0000055823048,0.000065688255,0.00053398375,0.9908317,0.0020304264,0.0036498753,0.0001496174],"about_ca_topic_score_codex":0.00013639765,"about_ca_topic_score_gemma":0.000012839322,"teacher_disagreement_score":0.025883162,"about_ca_system_score_codex":0.0000040484533,"about_ca_system_score_gemma":0.000036841615,"threshold_uncertainty_score":0.49466863},"labels":[],"label_agreement":null},{"id":"W2171347724","doi":"10.1039/c3lc41416g","title":"Optimized templates for bottom-up growth of high-performance integrated biomolecular detectors","year":2013,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","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 Toronto","funders":"","keywords":"Template; Nanotechnology; Fabrication; Materials science; Nanostructure; Biosensor; Detector; Chip; Silicon; Deposition (geology); Computer science; Optoelectronics; Biology","score_opus":0.007458926733301394,"score_gpt":0.23991798890775262,"score_spread":0.23245906217445123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171347724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925247,0.000059615475,0.0067389156,0.00010679795,0.00006703244,0.0003281463,0.000032938697,0.000053439373,0.00008841573],"genre_scores_gemma":[0.9725831,0.000087839115,0.02651589,0.00022356163,0.000049013,0.000049342827,0.00017417688,0.000026429454,0.00029065376],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907076,0.000037136557,0.00025013232,0.0003178611,0.00010025535,0.00022385473],"domain_scores_gemma":[0.99924076,0.00002658457,0.00013697108,0.00031097105,0.0002289977,0.00005570128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010924387,0.00019492264,0.00024585755,0.00008604359,0.000058618425,0.000017425915,0.0001695146,0.00017217406,0.00000561557],"category_scores_gemma":[0.00015193384,0.00014623225,0.00012255854,0.00018078262,0.00009581359,0.000005193709,0.00003822309,0.00008204701,0.0000042934244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019362122,0.000049294973,0.00026526288,0.000027218777,0.000081304584,3.59958e-7,0.0000067178694,0.000009412295,0.99575454,0.00006594039,0.00059501175,0.0029513426],"study_design_scores_gemma":[0.00066542684,0.00064718985,0.0005330492,0.00003890521,0.000029629677,0.0000030491572,0.000013789901,0.0005140027,0.9967543,0.00019435202,0.00040963836,0.00019669173],"about_ca_topic_score_codex":0.000080578386,"about_ca_topic_score_gemma":0.000003905827,"teacher_disagreement_score":0.019941606,"about_ca_system_score_codex":0.000011695709,"about_ca_system_score_gemma":0.000026084494,"threshold_uncertainty_score":0.5963178},"labels":[],"label_agreement":null},{"id":"W2171704260","doi":"10.1039/c0lc00487a","title":"A microfluidic system with optical laser tweezers to study mechanotransduction and focal adhesion recruitment","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"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":"Vinculin; Mechanotransduction; Optical tweezers; Focal adhesion; Extracellular matrix; Microfluidics; Integrin; Adhesion; Fibronectin; Materials science; Biophysics; Nanotechnology; Membrane; Chemistry; Cell biology; Cell adhesion; Receptor; Optics; Cell; Biology; Composite material; Biochemistry","score_opus":0.017179392617467974,"score_gpt":0.2591787951977471,"score_spread":0.24199940258027913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171704260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965321,0.000050490155,0.001959509,0.00022137056,0.00030571752,0.0006333383,0.000006580947,0.000017271646,0.0002736595],"genre_scores_gemma":[0.9989567,0.000025813677,0.00038800616,0.00016219351,0.00013016978,0.00010877189,0.000020702231,0.000019595927,0.00018808266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992791,0.00003373681,0.00011111896,0.00032822104,0.0001060333,0.00014179332],"domain_scores_gemma":[0.99956495,0.0000058110268,0.000023964625,0.0002499358,0.000037792568,0.000117529926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013386869,0.00012228255,0.00009945485,0.000040232066,0.000086004206,0.000028435474,0.00006384573,0.000081541984,0.000016836948],"category_scores_gemma":[0.000012179632,0.00009650965,0.00003132426,0.000058880843,0.000011865547,0.0000025858992,0.00003494163,0.00013383632,0.000017600687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000278102,0.00021777117,0.00008341631,0.000008140702,0.000039649374,0.0000072305093,0.00008980103,0.0000012656911,0.99612886,0.00077018794,0.00021991562,0.0021556728],"study_design_scores_gemma":[0.00076898956,0.003017543,0.00046391695,0.0000238992,0.000036566566,0.000064087304,0.0005282455,0.000038586233,0.97632676,0.000007376115,0.018567642,0.00015639441],"about_ca_topic_score_codex":0.000020154126,"about_ca_topic_score_gemma":0.00007629105,"teacher_disagreement_score":0.019802095,"about_ca_system_score_codex":0.000012530801,"about_ca_system_score_gemma":0.000019460605,"threshold_uncertainty_score":0.39355493},"labels":[],"label_agreement":null},{"id":"W2171783309","doi":"10.1039/c4lc01010h","title":"A nanofluidic direct formic acid fuel cell with a combined flow-through and air-breathing electrode for high performance","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":65,"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":"Consejo Nacional de Ciencia y Tecnología","keywords":"Electrode; Formic acid; Materials science; Nanotechnology; Breathing; Fuel cells; Chemistry; Chemical engineering; Engineering; Medicine; Anatomy; Chromatography","score_opus":0.003618357094136949,"score_gpt":0.16309909034332554,"score_spread":0.1594807332491886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171783309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765996,0.0017158359,0.0004589962,0.00006420209,0.000314538,0.00035288374,0.000015232105,0.0003185667,0.02016019],"genre_scores_gemma":[0.9951252,0.0014438914,0.002689958,0.00016945618,0.00009056366,0.00006316585,0.000023453902,0.000069486996,0.0003248402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915695,0.000016134185,0.00016594269,0.00021166775,0.00009991817,0.00034936823],"domain_scores_gemma":[0.9996523,0.00004886589,0.000034017594,0.00019085841,0.000019316843,0.00005462177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012925919,0.00022121929,0.00027294693,0.0000419061,0.00009376009,0.000038296126,0.00008787878,0.00011579135,0.000016366494],"category_scores_gemma":[0.000006886377,0.00016415888,0.000028997354,0.00008374026,0.000022284294,0.00012369589,0.000014791227,0.00012427612,0.000020147449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021481358,0.0003256803,0.00024010192,0.019201448,0.00041087737,0.000023697023,0.0047285794,0.037088096,0.925288,0.0020545572,0.0040220767,0.004468707],"study_design_scores_gemma":[0.0041831206,0.0018896136,0.0002162087,0.00032388486,0.00008814654,0.000025416086,0.000016230415,0.045540992,0.9319163,0.0008606932,0.014333332,0.0006060586],"about_ca_topic_score_codex":0.000012529303,"about_ca_topic_score_gemma":0.0000034356788,"teacher_disagreement_score":0.01983535,"about_ca_system_score_codex":0.00003082738,"about_ca_system_score_gemma":0.00000992904,"threshold_uncertainty_score":0.6694204},"labels":[],"label_agreement":null},{"id":"W2185644008","doi":"10.1039/c5lc01108f","title":"Micro-dissected tumor tissues on chip: an ex vivo method for drug testing and personalized therapy","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":189,"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; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Cancer Society Research Institute; Prostate Cancer Canada","keywords":"Ex vivo; Drug; Personalized medicine; In vivo; Medicine; Chip; Pharmacology; Biomedical engineering; Biology; Computer science; Bioinformatics; Biotechnology","score_opus":0.06657977835010595,"score_gpt":0.35231512898034617,"score_spread":0.28573535063024025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185644008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99425405,0.0004035322,0.0008329426,0.00031690038,0.0001548889,0.00044316176,0.000021023514,0.00043083655,0.0031426505],"genre_scores_gemma":[0.8079302,0.000046271605,0.1891501,0.0005492125,0.0005648255,0.00012245774,0.000023302498,0.00016740618,0.0014462747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986599,0.0001318496,0.00017447775,0.0003069262,0.00032764755,0.00039917877],"domain_scores_gemma":[0.9983609,0.0009767711,0.000029717981,0.00024610842,0.00008325795,0.00030328796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000915387,0.00019768723,0.0002346595,0.00011926212,0.00007076726,0.00008774616,0.00022240024,0.00006845166,0.00006522706],"category_scores_gemma":[0.0012795861,0.00016577452,0.00003563274,0.00024072881,0.00005954478,0.00005409656,0.00003187183,0.00028251047,0.000025851807],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009085173,0.00041727934,0.0023939065,0.0003938018,0.00017761008,0.000053618147,0.008670426,0.000270579,0.7823353,0.0013058332,0.007977075,0.19509609],"study_design_scores_gemma":[0.0105106775,0.0025641988,0.013152795,0.00073074887,0.000027700884,0.00006840194,0.0009278604,0.18979381,0.6644734,0.007231595,0.109027505,0.0014912746],"about_ca_topic_score_codex":0.00007164957,"about_ca_topic_score_gemma":0.000009363437,"teacher_disagreement_score":0.19360483,"about_ca_system_score_codex":0.00005457184,"about_ca_system_score_gemma":0.000035490386,"threshold_uncertainty_score":0.6760088},"labels":[],"label_agreement":null},{"id":"W2192757939","doi":"10.1039/c5lc01369k","title":"Biomass-to-biocrude on a chip via hydrothermal liquefaction of algae","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Thermochemical Biomass Conversion Processes","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 Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Hydrothermal liquefaction; Hydrothermal circulation; Biomass (ecology); Algae; Liquefaction; Environmental science; Waste management; Pulp and paper industry; Chemistry; Chemical engineering; Biofuel; Engineering; Oceanography; Geology; Biology; Ecology; Organic chemistry","score_opus":0.014655162441459773,"score_gpt":0.2258381204892259,"score_spread":0.21118295804776613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192757939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98989964,0.00006632151,0.00019226939,0.0002604676,0.00028514906,0.00017522369,0.000016096925,0.00035837796,0.008746454],"genre_scores_gemma":[0.99922895,0.0000031952795,0.00019811196,0.00024389224,0.000085519605,0.000018848494,0.0000093527715,0.00004757558,0.00016453343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907523,0.000022400676,0.00019965059,0.00021193521,0.0002558449,0.00023493085],"domain_scores_gemma":[0.99936986,0.000047705948,0.000043112177,0.0002883805,0.00004239729,0.00020855162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009981397,0.00019191136,0.00019290831,0.00015096586,0.000018087852,0.00001338572,0.0002018,0.00012957779,0.00013809893],"category_scores_gemma":[0.00006047899,0.00017777145,0.000059102334,0.00030095314,0.000026978925,0.00006395471,0.000029345083,0.0001363658,0.0005788494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020783852,0.00008336722,0.00015594867,0.00009172096,0.00003997976,0.000005481861,0.00026888264,0.000195298,0.9916924,0.0002968929,0.0013101501,0.0056520035],"study_design_scores_gemma":[0.00052642747,0.00024603755,0.00083644333,0.000067122804,0.000008518662,0.000003838704,0.000018954286,0.00046145983,0.99442244,0.000299374,0.002904533,0.00020486991],"about_ca_topic_score_codex":0.000027474107,"about_ca_topic_score_gemma":0.000004389444,"teacher_disagreement_score":0.009329331,"about_ca_system_score_codex":0.00009388048,"about_ca_system_score_gemma":0.000019039497,"threshold_uncertainty_score":0.74401313},"labels":[],"label_agreement":null},{"id":"W2216565084","doi":"10.1039/c5lc01104c","title":"Acoustofluidic particle manipulation inside a sessile droplet: four distinct regimes of particle concentration","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Particle (ecology); Environmental science; Biological system; Materials science; Chemistry; Ecology; Biology","score_opus":0.04415802738755349,"score_gpt":0.23620842829834074,"score_spread":0.19205040091078723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216565084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994771,0.00053755863,0.002801926,0.00022191912,0.00014027215,0.00012544604,0.000006180633,0.00051137776,0.000884296],"genre_scores_gemma":[0.9994133,0.00004249496,0.00031650395,0.000041992695,0.000042880787,0.000005820884,0.0000083309815,0.000018249064,0.00011039092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992723,0.0000280603,0.00021262247,0.00013185313,0.00015668283,0.00019849488],"domain_scores_gemma":[0.99957705,0.000032014534,0.000046644593,0.00024081681,0.000044373075,0.000059102833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012918105,0.00011363287,0.00014542576,0.000020236275,0.000033559765,0.00002123181,0.00008115556,0.00008086297,0.00001388046],"category_scores_gemma":[0.00010393706,0.00010051038,0.00003084982,0.00017645245,0.000060109815,0.00009123028,0.00002314172,0.000085637286,0.00004645027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069226684,0.00008374318,0.019446278,0.000055873887,0.000028917308,0.000019847404,0.00074108795,0.0010921075,0.95060533,0.0048769237,0.0119906785,0.010989982],"study_design_scores_gemma":[0.0006890148,0.00014594379,0.019287327,0.00006209836,0.000022045431,0.000010852625,0.00024720363,0.06292219,0.913995,0.00071086606,0.0017212149,0.00018621355],"about_ca_topic_score_codex":0.000024908688,"about_ca_topic_score_gemma":0.000008700733,"teacher_disagreement_score":0.061830077,"about_ca_system_score_codex":0.000057896083,"about_ca_system_score_gemma":0.000019945484,"threshold_uncertainty_score":0.40986943},"labels":[],"label_agreement":null},{"id":"W2217692123","doi":"10.1039/c5lc01046b","title":"Microfluidic perfusion systems for secretion fingerprint analysis of pancreatic islets: applications, challenges and opportunities","year":2015,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","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":"McGill University","funders":"","keywords":"Islet; Microfluidics; Secretion; Fingerprint (computing); Pancreatic islets; Proteome; Computer science; Secretory protein; Computational biology; Biomedical engineering; Nanotechnology; Cell biology; Insulin; Biology; Chemistry; Materials science; Medicine; Bioinformatics; Artificial intelligence; Biochemistry; Endocrinology","score_opus":0.13105252251944555,"score_gpt":0.33268834385060986,"score_spread":0.2016358213311643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217692123","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":[0.00043427036,0.9948168,0.000124019,0.000091438385,0.00007901794,0.0018277165,0.00022638269,0.000051589763,0.0023487657],"genre_scores_gemma":[0.00016622206,0.9961776,0.000047783506,0.00006401133,0.00014310413,0.0010406171,0.0013020565,0.000036595815,0.001021972],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984486,0.0001483991,0.0006094808,0.00037898263,0.0002455559,0.00016896709],"domain_scores_gemma":[0.9982812,0.0004358502,0.00043211944,0.0004896603,0.00019529367,0.00016591322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006268649,0.0003061876,0.0023328308,0.00067762594,0.000048298494,0.000017255368,0.000075482705,0.0002552031,0.00002727234],"category_scores_gemma":[0.00012695717,0.00022750816,0.00036441835,0.00024496202,0.00006580661,0.000022986658,0.000030586856,0.00013367925,0.000009207244],"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":[0.00005211147,0.00012968098,0.000009789877,0.0460984,0.0017253826,0.0000016005488,0.0002104555,2.8931925e-7,0.000022660795,0.0039714994,0.0008853519,0.9468928],"study_design_scores_gemma":[0.00040361317,0.00027013235,0.000022348871,0.008873194,0.015619107,0.000011380136,0.00031487082,0.00012547037,0.0000037715668,0.000030701533,0.9741413,0.00018411034],"about_ca_topic_score_codex":0.000016385055,"about_ca_topic_score_gemma":4.985536e-7,"teacher_disagreement_score":0.97325593,"about_ca_system_score_codex":0.00010692916,"about_ca_system_score_gemma":0.00020377712,"threshold_uncertainty_score":0.92775136},"labels":[],"label_agreement":null},{"id":"W2221321048","doi":"10.1039/c5lc01515d","title":"A microfluidic method for dopamine uptake measurements in dopaminergic neurons","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Dopamine; Dopaminergic; Microfluidics; Neuroscience; Extracellular; Biology; Chemistry; Nanotechnology; Materials science; Cell biology","score_opus":0.025511841797330684,"score_gpt":0.25613088018818075,"score_spread":0.23061903839085007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2221321048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95735145,0.008790398,0.02812372,0.0014780305,0.00042210045,0.00052086014,0.00003977767,0.0015445006,0.0017291779],"genre_scores_gemma":[0.9930827,0.0010177433,0.004564338,0.00019656034,0.00007033871,0.00016597456,0.0000050666104,0.00007617818,0.00082107313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888265,0.000031042848,0.00024558,0.0002699563,0.00010983938,0.00046091885],"domain_scores_gemma":[0.99944484,0.00014482999,0.00002719725,0.00031778522,0.000023263454,0.00004205342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033240396,0.00020607973,0.00021794795,0.00021272116,0.000034476878,0.000014165086,0.00023224631,0.00010896106,0.000011660841],"category_scores_gemma":[0.00020295024,0.00015167496,0.00006635339,0.00022857604,0.000024016827,0.000045235618,0.000024446717,0.00013849899,0.00003513034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021376618,0.000028907756,0.00021341802,0.000028125436,0.000017910927,0.0000032450823,0.000023676856,0.0000038066466,0.88817704,0.00035152413,0.008918169,0.10221277],"study_design_scores_gemma":[0.0013662765,0.00016213364,0.0012161417,0.00011818561,0.000011479241,0.000010529273,0.0000112725575,0.000035255125,0.9236242,0.0004564468,0.07276776,0.00022027722],"about_ca_topic_score_codex":0.000010806646,"about_ca_topic_score_gemma":0.000012298731,"teacher_disagreement_score":0.101992495,"about_ca_system_score_codex":0.00010571981,"about_ca_system_score_gemma":0.000015792984,"threshold_uncertainty_score":0.6185126},"labels":[],"label_agreement":null},{"id":"W2229150039","doi":"10.1039/c5lc01517k","title":"An integrated hybrid microfluidic device for oviposition-based chemical screening of adult Drosophila melanogaster","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","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":"York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drosophila melanogaster; Microfluidics; Drosophila (subgenus); Biology; Microfluidic chip; Nanotechnology; Materials science; Genetics; Gene","score_opus":0.010956340847610074,"score_gpt":0.25288775344496006,"score_spread":0.24193141259735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229150039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942483,0.0000632283,0.0050013093,0.00025451495,0.00006529893,0.00015634485,0.0001545584,0.000013437937,0.00004301885],"genre_scores_gemma":[0.99704117,0.000012270608,0.0012123588,0.0010872736,0.00012760551,0.000039637114,0.0003882483,0.000016558011,0.00007486152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934614,0.000035020574,0.00015515184,0.00023689252,0.000049059076,0.00017773498],"domain_scores_gemma":[0.9995587,0.000024731813,0.00006117779,0.00019472437,0.0001082366,0.00005243419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007166265,0.000121188845,0.00012357335,0.000031423893,0.00005287852,0.000005939444,0.000126465,0.00012896158,0.00003960972],"category_scores_gemma":[0.000026087324,0.000085126674,0.00008560678,0.000031961587,0.00007127962,0.0000038108913,0.000017223509,0.000050557745,0.000006794188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006517619,0.00015665965,0.0021782524,0.000010717818,0.000014935439,0.0000018659841,0.000007058353,5.8292017e-7,0.9918642,0.00007162443,0.0007418884,0.004300436],"study_design_scores_gemma":[0.0013351244,0.0006727612,0.000754048,0.00004927295,0.000020820273,0.000005455026,0.0000060693,0.000019456536,0.9955206,0.000032996315,0.001455449,0.00012796653],"about_ca_topic_score_codex":0.0000034868162,"about_ca_topic_score_gemma":0.0000032760142,"teacher_disagreement_score":0.0041724695,"about_ca_system_score_codex":0.0000067773694,"about_ca_system_score_gemma":0.0000319403,"threshold_uncertainty_score":0.3471365},"labels":[],"label_agreement":null},{"id":"W2230703414","doi":"10.1039/c5lc01248a","title":"Deformability based sorting of red blood cells improves diagnostic sensitivity for malaria caused by Plasmodium falciparum","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; 3v Geomatics (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Grand Challenges Canada; Canadian Blood Services","keywords":"Plasmodium falciparum; Malaria; Sorting; Red blood cell; Plasmodium (life cycle); Sensitivity (control systems); Cell sorting; Biology; Medicine; Immunology; Computer science; Flow cytometry; Parasite hosting; Engineering","score_opus":0.010865524697344326,"score_gpt":0.22508184939564987,"score_spread":0.21421632469830554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230703414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714994,0.000020161584,0.02452282,0.0018073724,0.00027774254,0.00061988947,0.00045059202,0.0002614123,0.0005406174],"genre_scores_gemma":[0.9959319,7.440092e-7,0.0035161134,0.00033305548,0.000026125308,0.000054107717,0.000012095357,0.000021709126,0.000104110375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817073,0.00009600575,0.00038698045,0.00055110414,0.00030158667,0.00049360044],"domain_scores_gemma":[0.996484,0.0021619056,0.00025949016,0.00078586134,0.00012415102,0.00018462967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044817908,0.00023350588,0.00030092557,0.00007592109,0.00008078665,0.00011712009,0.00042733704,0.00006247634,0.0000034587051],"category_scores_gemma":[0.0017674923,0.00017412384,0.00017547923,0.00018388494,0.00011906354,0.0006031368,0.00016272032,0.000064946216,0.00001342406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001878884,0.0027400749,0.012121283,0.00038393488,0.0001253722,0.00003345494,0.00011974348,0.00010733453,0.9528887,0.008352425,0.0028480843,0.02009167],"study_design_scores_gemma":[0.0022125512,0.00036666592,0.014865283,0.00013442211,0.000054552038,0.0000019606694,0.0000050512544,0.009135498,0.9704336,0.0023023058,0.00017353345,0.00031459646],"about_ca_topic_score_codex":0.0000281522,"about_ca_topic_score_gemma":0.000012899584,"teacher_disagreement_score":0.024432547,"about_ca_system_score_codex":0.000037207352,"about_ca_system_score_gemma":0.00012794783,"threshold_uncertainty_score":0.7100564},"labels":[],"label_agreement":null},{"id":"W2237010726","doi":"10.1039/c5lc01420d","title":"Onset of particle trapping and release via acoustic bubbles","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Vancouver Biotech (Canada)","funders":"University of Illinois at Urbana-Champaign; Defense Advanced Research Projects Agency","keywords":"Trapping; Particle (ecology); Bubble; Acoustic radiation; Acoustics; Mechanics; Acoustic radiation force; Flow (mathematics); Particle flow; Radiation pressure; Materials science; Radiation; Nanotechnology; Physics; Optics; Ultrasound; Biology","score_opus":0.010698488164412335,"score_gpt":0.1922739554812845,"score_spread":0.18157546731687219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237010726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402684,0.00050115876,0.0046110796,0.0003135627,0.000041685686,0.000041317708,0.000009627707,0.00030973894,0.00014499611],"genre_scores_gemma":[0.99931085,0.00031030606,0.0002433727,0.000031789532,0.0000111590425,0.000001371452,4.0266e-7,0.000009724514,0.000081038204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964243,0.0000074000104,0.00009467004,0.00008307921,0.000046244815,0.00012616554],"domain_scores_gemma":[0.9997548,0.000056344237,0.000013394487,0.00014120765,0.000007937602,0.000026345715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004888516,0.00006959983,0.000092221904,0.000029575698,0.000018587365,0.000004924382,0.00004838146,0.000051624247,0.000013712105],"category_scores_gemma":[0.00004845884,0.000046040783,0.000016011623,0.00006258567,0.00006696097,0.000023693336,0.000016158354,0.000041690357,0.000014690474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011482004,0.000011635905,0.0006114025,0.000034253157,0.000010061709,0.0000050094604,0.000048414717,0.000012629994,0.9618587,0.00028963079,0.0015361214,0.035570677],"study_design_scores_gemma":[0.0003330995,0.00006568832,0.0037139228,0.00015280861,0.000011888273,0.000011472748,0.000044910383,0.0018013896,0.9922227,0.00075610046,0.00076926977,0.00011672683],"about_ca_topic_score_codex":0.000004807956,"about_ca_topic_score_gemma":0.000003836963,"teacher_disagreement_score":0.03545395,"about_ca_system_score_codex":0.000010422454,"about_ca_system_score_gemma":0.0000035692965,"threshold_uncertainty_score":0.18774886},"labels":[],"label_agreement":null},{"id":"W2261924924","doi":"10.1039/c6lc00077k","title":"Electrochemical imaging for microfluidics: a full-system approach","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrochemical Analysis and Applications","field":"Chemistry","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":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Nanotechnology; Laminar flow; Modality (human–computer interaction); Electrochemistry; Materials science; Computer science; Engineering; Chemistry; Electrode; Artificial intelligence; Aerospace engineering","score_opus":0.0078685247771047,"score_gpt":0.22162903535569534,"score_spread":0.21376051057859063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261924924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6804285,0.0011110989,0.2312092,0.004788491,0.000035290665,0.00046132613,0.00014320377,0.0008975805,0.08092532],"genre_scores_gemma":[0.99479705,0.000017757364,0.0026695274,0.00023063521,0.00027815634,0.00033170165,0.00006509108,0.000033233915,0.0015768356],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988085,0.0000068393915,0.00023011888,0.00043348773,0.00013886564,0.00038216464],"domain_scores_gemma":[0.99927515,0.00012902488,0.000074486736,0.0003686346,0.000045388304,0.00010732916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008076141,0.00016994473,0.00020668338,0.000030164629,0.000105024184,0.00002723637,0.0002608628,0.00007989367,0.000059972466],"category_scores_gemma":[0.000036587553,0.00011303451,0.00018476779,0.00011984917,0.000043617463,0.00002796649,0.000028799823,0.00011245146,0.000076194854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005224935,0.00009335164,0.00008837541,0.000065773245,0.000036384205,2.6089663e-7,0.000011878387,2.9396793e-8,0.9853394,0.009789649,0.001974685,0.0025479388],"study_design_scores_gemma":[0.0005804222,0.000011441671,0.0000028057798,0.000053417472,0.00004400213,0.000013961231,0.00002207823,0.00048732985,0.9708599,0.00088566274,0.026855405,0.00018361614],"about_ca_topic_score_codex":0.0000019762297,"about_ca_topic_score_gemma":3.5534717e-7,"teacher_disagreement_score":0.31436858,"about_ca_system_score_codex":0.00012457758,"about_ca_system_score_gemma":0.000024776458,"threshold_uncertainty_score":0.46094137},"labels":[],"label_agreement":null},{"id":"W2279041172","doi":"10.1039/c5lc01524c","title":"Novel developments in mobile sensing based on the integration of microfluidic devices and smartphones","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":201,"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 Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microfluidics; Mobile device; Nanotechnology; Computer science; Embedded system; Materials science; Operating system","score_opus":0.030460994782133634,"score_gpt":0.26017720912597647,"score_spread":0.22971621434384284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279041172","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":[0.003820802,0.9936436,0.0008965229,0.000023031665,0.00023164722,0.00045284705,0.000033804463,0.000051948427,0.00084581104],"genre_scores_gemma":[0.018092778,0.981514,0.00020374545,0.000050692946,0.00003932716,0.000012454078,0.000009528124,0.000030032195,0.00004747355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993758,0.000038382816,0.00025500057,0.00013934316,0.00008576437,0.00010567218],"domain_scores_gemma":[0.9996079,0.00018552718,0.000055087836,0.00011723888,0.000013117706,0.000021114747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014544379,0.00018059817,0.00037860786,0.00013919525,0.000022095413,0.000017546257,0.000050682458,0.00013099934,0.000008006406],"category_scores_gemma":[0.000029535813,0.00009637994,0.000063785854,0.00018043438,0.00002155657,0.000017286067,0.000008859569,0.00017180905,0.000016815764],"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":[0.0000030388408,0.000012838048,0.0000018236676,0.0014802262,0.00001776641,7.58779e-7,0.000021009342,0.0000034511124,0.0011455894,0.000061430255,0.000030936833,0.9972211],"study_design_scores_gemma":[0.00039881037,0.00009564053,0.00034717857,0.05704548,0.00009888545,0.000008874264,0.000027193351,0.0037343435,0.007082553,0.000026752237,0.930618,0.0005162734],"about_ca_topic_score_codex":0.0000082631495,"about_ca_topic_score_gemma":0.000020428697,"teacher_disagreement_score":0.9967049,"about_ca_system_score_codex":0.000054918077,"about_ca_system_score_gemma":0.000018217203,"threshold_uncertainty_score":0.39302596},"labels":[],"label_agreement":null},{"id":"W2292701522","doi":"10.1039/c5lc01540e","title":"A microfluidic platform with pH imaging for chemical and hydrodynamic stimulation of intact oral biofilms","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Université de Montréal; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Microfluidics; Biofilm; Stimulation; Biomedical engineering; Nanotechnology; Chemistry; Biophysics; Microbiology; Materials science; Bacteria; Medicine; Biology; Internal medicine","score_opus":0.006401020297236466,"score_gpt":0.20473656528932976,"score_spread":0.1983355449920933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292701522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99126107,0.003994676,0.0041177194,0.00008138391,0.0000149035,0.000229438,0.000033695018,0.000075232,0.00019187127],"genre_scores_gemma":[0.9960963,0.0035485425,0.00018610158,0.000033351942,0.000022456168,0.00003701064,0.000020950607,0.000028011846,0.000027243255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948794,0.0000033354631,0.00013582733,0.00014459463,0.000063662046,0.000164638],"domain_scores_gemma":[0.99971575,0.00005095762,0.000026869624,0.00014377412,0.000020421416,0.000042210253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049338305,0.00011389873,0.00013283215,0.000056669363,0.000026766787,0.000008343839,0.00006286043,0.000039094928,0.000017493707],"category_scores_gemma":[0.000006126057,0.00007728451,0.000026644233,0.00008660855,0.000042354408,0.000054686192,0.00000934047,0.000044713153,0.0000046681957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063893705,0.000014799982,0.0004258005,0.000033373963,0.000020409421,2.7906395e-7,0.000044774,0.0000014908459,0.9894824,0.0011261194,0.0026393586,0.0061473236],"study_design_scores_gemma":[0.0012244707,0.00009550317,0.0011162856,0.000079637386,0.000029390685,0.000012379487,0.00001565557,0.0026683866,0.9896492,0.0005263735,0.004398229,0.00018453643],"about_ca_topic_score_codex":0.0000052239775,"about_ca_topic_score_gemma":8.362596e-7,"teacher_disagreement_score":0.005962787,"about_ca_system_score_codex":0.000043106167,"about_ca_system_score_gemma":0.000011690749,"threshold_uncertainty_score":0.3151571},"labels":[],"label_agreement":null},{"id":"W2298663197","doi":"10.1039/c6lc00182c","title":"Acoustic force mapping in a hybrid acoustic-optical micromanipulation device supporting high resolution optical imaging","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Institute of Cancer Research","funders":"European Research Council; Engineering and Physical Sciences Research Council; Landes Tirols; European Cooperation in Science and Technology; Scottish Funding Council; University of Dundee","keywords":"Piezoelectricity; Resolution (logic); Materials science; Acoustics; High resolution; Optoacoustic imaging; Transducer; Optical imaging; Optical force; Optics; Optical tweezers; Computer science; Physics; Remote sensing; Artificial intelligence; Geology","score_opus":0.014458601375625586,"score_gpt":0.22289706834883175,"score_spread":0.20843846697320617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298663197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8329702,0.00017589859,0.16422983,0.00081064104,0.00020691444,0.0001608692,0.0000070859764,0.0008374411,0.00060113927],"genre_scores_gemma":[0.9934901,0.00005689835,0.006093597,0.00012973192,0.000103180915,0.000007778906,0.000010936127,0.000041979234,0.00006577245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852216,0.00002215656,0.00040498693,0.00031885997,0.0001699058,0.0005619336],"domain_scores_gemma":[0.9993949,0.00018103729,0.0000516344,0.0002783296,0.000033095173,0.00006103377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028752873,0.00022176054,0.00022542715,0.00021771403,0.0000703058,0.00004368665,0.00015637498,0.000119472366,0.00001965883],"category_scores_gemma":[0.00036582083,0.00017840943,0.000048459773,0.00020719506,0.00007953438,0.00013204115,0.00007893628,0.0002492935,0.00008207281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018177307,0.000023830447,0.00084913266,0.000071437964,0.000009954563,0.00008746843,0.000045405268,0.0012615181,0.9789772,0.000967199,0.0008623899,0.016826285],"study_design_scores_gemma":[0.0024100128,0.00012335872,0.041955613,0.002261437,0.00008981264,0.00032771737,0.00042362127,0.2490791,0.69698685,0.0039239633,0.001088726,0.0013297768],"about_ca_topic_score_codex":0.000014905987,"about_ca_topic_score_gemma":0.000011590023,"teacher_disagreement_score":0.28199035,"about_ca_system_score_codex":0.00025725638,"about_ca_system_score_gemma":0.000018987666,"threshold_uncertainty_score":0.72753257},"labels":[],"label_agreement":null},{"id":"W2348586504","doi":"10.1039/c6lc00260a","title":"Microwave temperature measurement in microfluidic devices","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Microfluidics; Microwave; Temperature measurement; Detector; Materials science; Mixing (physics); Optoelectronics; Temperature control; Measure (data warehouse); Acoustics; Nanotechnology; Computer science; Mechanical engineering; Engineering; Physics; Telecommunications","score_opus":0.01709428788320315,"score_gpt":0.22247262650384586,"score_spread":0.2053783386206427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348586504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478563,0.0031745585,0.025481377,0.0010633265,0.0005554604,0.0005209265,0.000035891127,0.00080114655,0.020511033],"genre_scores_gemma":[0.9985764,0.00007262143,0.00030458657,0.00069699046,0.00007585236,0.00003276672,0.00000830265,0.00003329231,0.00019920568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990821,0.000019176903,0.0002639509,0.0001925629,0.00019325473,0.00024895143],"domain_scores_gemma":[0.9996095,0.000013278335,0.000027561742,0.00023016588,0.00009555753,0.000023966519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520569,0.0001789496,0.00014985834,0.00019547118,0.000026043934,0.000018200019,0.0001497666,0.000118049,0.000060685317],"category_scores_gemma":[0.000028345876,0.0001267995,0.000028915425,0.00044622904,0.000034758563,0.000085068416,0.0000196387,0.00016723631,0.00010808876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011020508,0.000020517575,0.0004930446,0.000027937072,0.000012839226,0.0000056759063,0.00007339468,1.9079103e-7,0.95303595,0.005677827,0.028116973,0.012524606],"study_design_scores_gemma":[0.00042148342,0.000032679065,0.0044008377,0.0002546967,0.0000025798038,0.000004951924,0.000016803611,0.0000022386998,0.94373256,0.00056386343,0.050377756,0.0001895403],"about_ca_topic_score_codex":0.000003597051,"about_ca_topic_score_gemma":0.0000044883886,"teacher_disagreement_score":0.050720103,"about_ca_system_score_codex":0.00030894304,"about_ca_system_score_gemma":0.000024854056,"threshold_uncertainty_score":0.51707333},"labels":[],"label_agreement":null},{"id":"W2400801630","doi":"10.1039/c6lc00622a","title":"Confinement of water droplets on rectangular micro/nano-arrayed surfaces","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","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":"McGill University","funders":"","keywords":"Nanotechnology; Nano-; Materials science; Composite material","score_opus":0.01844133829578116,"score_gpt":0.2335841363092279,"score_spread":0.21514279801344674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400801630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99467266,0.000024043002,0.000056449106,0.0017524544,0.0003702995,0.00020145159,0.000049460632,0.000069763424,0.0028034288],"genre_scores_gemma":[0.9965436,0.000016084321,0.000263677,0.00053150364,0.000026472777,0.000011857688,0.00000573276,0.000016002132,0.0025850562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986537,0.00014174037,0.00028872542,0.0003364852,0.0003026545,0.00027669268],"domain_scores_gemma":[0.9992391,0.000090643705,0.00006655463,0.00046493008,0.00006355343,0.00007524263],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041315326,0.00015500716,0.00022461537,0.000056550132,0.00007198778,0.000024079696,0.00022980066,0.00006729677,0.005483021],"category_scores_gemma":[0.000052139225,0.00008167703,0.000060001665,0.000060104525,0.00010487994,0.000044777666,0.000034959663,0.00004437256,0.0018332957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013991671,0.00012771484,0.00033166358,0.000010220785,0.0000060790844,0.0000025959055,0.00043995294,0.000013397223,0.997484,0.00043024213,0.0006449645,0.00036921285],"study_design_scores_gemma":[0.0006897335,0.00017639021,0.0015791783,0.000052410236,0.0000050292774,0.0000011197164,0.00003736326,0.000012075285,0.98671764,0.00009519646,0.010491656,0.00014221806],"about_ca_topic_score_codex":0.00008082289,"about_ca_topic_score_gemma":0.000018169105,"teacher_disagreement_score":0.01076641,"about_ca_system_score_codex":0.00004301095,"about_ca_system_score_gemma":0.000023192806,"threshold_uncertainty_score":0.99894387},"labels":[],"label_agreement":null},{"id":"W2402019949","doi":"10.1039/c6lc00490c","title":"Turning the corner in fertility: high DNA integrity of boundary-following sperm","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":61,"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; University of Toronto; McGill University Health Centre; Toronto Public Health; University of New Brunswick","funders":"","keywords":"Sperm; DNA; Fertility; Microfluidics; Structural integrity; Reproduction; Biology; Cell biology; Andrology; Engineering; Genetics; Nanotechnology; Materials science; Medicine; Structural engineering","score_opus":0.021991361755707192,"score_gpt":0.2600305555305039,"score_spread":0.2380391937747967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402019949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99435467,0.000085695014,0.000076419434,0.0019202346,0.00036063968,0.00015908132,0.0000027080093,0.000033801076,0.00300676],"genre_scores_gemma":[0.9987223,0.000004576259,0.00006750205,0.00055358215,0.00009049511,0.0000063323128,0.000004196113,0.00001134729,0.00053964485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924356,0.00005998692,0.00017909225,0.00016641156,0.00020166325,0.00014925995],"domain_scores_gemma":[0.9993789,0.00022107335,0.000044649438,0.00028139917,0.000030300738,0.000043633994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003467986,0.000092593604,0.00019136177,0.000056216904,0.00003807983,0.000008780062,0.000059903145,0.0000656858,0.0002384797],"category_scores_gemma":[0.00083992654,0.00004380459,0.00008645275,0.00015254889,0.00006436669,0.0000413799,0.000022251665,0.0002179857,0.000048995375],"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":[0.00088989886,0.00037347182,0.7904495,0.00006653761,0.0000975865,0.00011067254,0.0009487693,0.0000015131702,0.16307536,0.003208156,0.00039954763,0.040379],"study_design_scores_gemma":[0.0015936329,0.00019349944,0.97796315,0.00044650317,0.000044667697,0.000010662702,0.00007886407,0.000044317578,0.016995098,0.0010955044,0.0014664041,0.00006771534],"about_ca_topic_score_codex":0.00020164018,"about_ca_topic_score_gemma":0.00008924952,"teacher_disagreement_score":0.18751363,"about_ca_system_score_codex":0.00007349482,"about_ca_system_score_gemma":0.000059260517,"threshold_uncertainty_score":0.26111856},"labels":[],"label_agreement":null},{"id":"W2402995198","doi":"10.1039/c6lc00366d","title":"Metal-insulator-metal waveguides for particle trapping and separation","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","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":"Bell (Canada)","funders":"","keywords":"Trapping; Metal; Metal particle; Insulator (electricity); Metal-insulator-metal; Materials science; Separation (statistics); Particle (ecology); Nanotechnology; Optoelectronics; Metallurgy; Engineering; Electrical engineering","score_opus":0.0172471217680177,"score_gpt":0.2682829605002975,"score_spread":0.2510358387322798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402995198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926816,0.0000344199,0.003496481,0.00053805846,0.00008456347,0.0001864839,0.00003613366,0.000025585274,0.0029166453],"genre_scores_gemma":[0.9975181,0.0000012081897,0.00046850677,0.000060445265,0.00017050673,0.000036177218,0.0000065322374,0.000013065533,0.001725427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946266,0.00001528258,0.0001246446,0.00015738906,0.000076567616,0.00016344091],"domain_scores_gemma":[0.9997003,0.00006393819,0.00004282553,0.00011849693,0.00002191771,0.00005250361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009334337,0.0000924151,0.00010471975,0.000016978353,0.00007083666,0.000030777243,0.000042693737,0.00001796792,0.000082855055],"category_scores_gemma":[0.000009630437,0.000063240805,0.000057021207,0.000043522046,0.00003106265,0.00011449144,0.00001870288,0.000026452508,0.000037826147],"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":[0.000064864296,0.00022214561,0.011380531,0.000023171546,0.00018314381,7.3198487e-7,0.000442128,0.000010655816,0.25251088,0.6882413,0.0004282935,0.04649215],"study_design_scores_gemma":[0.0040485067,0.00064347824,0.016549861,0.000102012484,0.00014378078,0.0000017954511,0.00031450938,0.0040778588,0.85590875,0.08680019,0.030741414,0.000667842],"about_ca_topic_score_codex":0.000005143811,"about_ca_topic_score_gemma":0.000001015397,"teacher_disagreement_score":0.6033979,"about_ca_system_score_codex":0.000010288698,"about_ca_system_score_gemma":0.000009284647,"threshold_uncertainty_score":0.25788853},"labels":[],"label_agreement":null},{"id":"W2410144736","doi":"10.1039/c6lc00534a","title":"A simple acoustofluidic chip for microscale manipulation using evanescent Scholte waves","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Canadian Nautical Research Society","funders":"French Infrastructure for Integrated Structural Biology; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Microscale chemistry; Acoustics; Acoustic wave; Standing wave; Evanescent wave; Materials science; Substrate (aquarium); Acoustic radiation force; Optics; Physics; Geology","score_opus":0.030978631475418728,"score_gpt":0.251510052748497,"score_spread":0.2205314212730783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410144736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97279817,0.00061645947,0.024642637,0.00021584929,0.0003070354,0.00032298962,0.00004692162,0.000896865,0.00015307698],"genre_scores_gemma":[0.99714106,0.00019294661,0.0021698559,0.000100575795,0.00013348802,0.000008984383,0.0000121041485,0.00005170844,0.00018929766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907714,0.000013186289,0.00020587868,0.00024010128,0.000109888264,0.00035382865],"domain_scores_gemma":[0.999516,0.000055166805,0.000035838955,0.00031592493,0.000030540978,0.000046538382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011845261,0.00019826027,0.00017876558,0.0001158103,0.000108119784,0.000038412192,0.00014370191,0.00016239329,0.000021695974],"category_scores_gemma":[0.00006223222,0.00014224864,0.00007844995,0.000120303026,0.00005327098,0.00008651374,0.0000387104,0.00009396172,0.000051145722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002629504,0.000019556137,0.0004280971,0.000051973064,0.00001545664,0.000002297005,0.00002909192,0.00005339901,0.9835708,0.000363704,0.004657164,0.010782169],"study_design_scores_gemma":[0.00090085296,0.00008742703,0.002764534,0.00021499196,0.00002950964,0.000017383732,0.000037843623,0.005696913,0.9600142,0.0017639574,0.028099807,0.00037252938],"about_ca_topic_score_codex":0.0000075157513,"about_ca_topic_score_gemma":0.000003042649,"teacher_disagreement_score":0.024342874,"about_ca_system_score_codex":0.00013437089,"about_ca_system_score_gemma":0.000011833401,"threshold_uncertainty_score":0.5800731},"labels":[],"label_agreement":null},{"id":"W2410315711","doi":"10.1039/c6lc00489j","title":"Microfluidic systems for stem cell-based neural tissue engineering","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Tissue engineering; Neural stem cell; Stem cell; Microfluidics; Neural tissue engineering; Cell; Isolation (microbiology); Process (computing); Engineering; Biology; Nanotechnology; Biomedical engineering; Cell biology; Materials science; Computer science; Bioinformatics; Biochemistry","score_opus":0.040142299356232355,"score_gpt":0.30813153986922026,"score_spread":0.2679892405129879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410315711","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":[0.000010682772,0.99181116,0.0037139466,0.000018577357,0.0017548978,0.0014196162,0.00017240133,0.00057825114,0.000520454],"genre_scores_gemma":[0.00009909801,0.99682313,0.00008865381,0.0000119600845,0.0006986553,0.0006509546,0.00005204657,0.00027877413,0.0012967159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977083,0.00008122515,0.00059092214,0.0004367976,0.0004129791,0.00076974736],"domain_scores_gemma":[0.9977248,0.0012559305,0.00008133797,0.00062645064,0.000041304444,0.0002701996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004980442,0.00054535904,0.0011726987,0.0003675357,0.00004615673,0.000103447244,0.0006790808,0.00047589696,0.000043599717],"category_scores_gemma":[0.0000876075,0.0004065547,0.0003054215,0.00029679164,0.000031261712,0.000029721863,0.0000628547,0.0006115657,0.00063499686],"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":[0.0000038527987,0.000020406744,2.5156373e-7,0.10885612,0.00008684008,0.00002360928,0.000008399531,0.00013959718,0.00015778835,0.00010589854,0.017241001,0.8733562],"study_design_scores_gemma":[0.00025964496,0.00006653763,2.6050665e-7,0.016642917,0.000056238387,0.0000063033694,7.302474e-7,0.0029891408,0.00034585947,7.8105296e-7,0.97920763,0.00042395992],"about_ca_topic_score_codex":0.0000034578643,"about_ca_topic_score_gemma":7.565509e-8,"teacher_disagreement_score":0.96196663,"about_ca_system_score_codex":0.0003059444,"about_ca_system_score_gemma":0.00010410399,"threshold_uncertainty_score":0.99983865},"labels":[],"label_agreement":null},{"id":"W2410374892","doi":"10.1039/c6lc00333h","title":"A microdevice assisted approach for the preparation, characterization and selection of continuous aqueous two-phase systems: from micro to bench-scale","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical 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":"Canada's Michael Smith Genome Sciences Centre; Vancouver Biotech (Canada); University of British Columbia","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Phase (matter); Scale (ratio); Characterization (materials science); Microfluidics; Materials science; Selection (genetic algorithm); Nanotechnology; Aqueous solution; Process engineering; Computer science; Chemistry; Engineering; Physics; Organic chemistry","score_opus":0.015069116292219357,"score_gpt":0.24987713832689357,"score_spread":0.2348080220346742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410374892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79151803,0.00009387156,0.20675057,0.00031113633,0.000071645874,0.0006294744,0.00033209886,0.00007545333,0.00021770183],"genre_scores_gemma":[0.9971366,0.000005825872,0.0012994076,0.00014310164,0.00022300347,0.00019856227,0.000092123955,0.000020527941,0.0008808547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991849,0.00002975451,0.00026135973,0.00026108915,0.00009818133,0.00016471917],"domain_scores_gemma":[0.9992923,0.00028061666,0.00008731441,0.00016650175,0.00010514312,0.00006813969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007089963,0.00013243945,0.00020551884,0.000021861411,0.000105153835,0.000033181514,0.0001144812,0.000069749585,0.000014917107],"category_scores_gemma":[0.00011448136,0.000078185825,0.00005292337,0.00012473123,0.00005534066,0.000052650896,0.00003415195,0.00007533854,0.000006254893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002789016,0.00018003423,0.000029573454,0.00005164746,0.000040675117,5.648774e-8,0.00027338698,0.00011810031,0.9925701,0.0003382135,0.00020213291,0.0059171845],"study_design_scores_gemma":[0.0018942734,0.00023237651,0.0002886378,0.0001738928,0.000085838816,0.000006619262,0.000035942565,0.074374735,0.913626,0.00007541613,0.008952331,0.00025391715],"about_ca_topic_score_codex":0.0001287992,"about_ca_topic_score_gemma":0.000007820306,"teacher_disagreement_score":0.20561855,"about_ca_system_score_codex":0.00005651549,"about_ca_system_score_gemma":0.000014560949,"threshold_uncertainty_score":0.31883252},"labels":[],"label_agreement":null},{"id":"W2412212238","doi":"10.1039/c6lc00387g","title":"A review of digital microfluidics as portable platforms for lab-on a-chip applications","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":461,"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; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Software portability; Flexibility (engineering); Microfluidics; Lab-on-a-chip; Computer science; Embedded system; Automation; Nanotechnology; Engineering; Systems engineering; Materials science; Mechanical engineering; Operating system","score_opus":0.023016071679677785,"score_gpt":0.285180480491756,"score_spread":0.2621644088120782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412212238","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":[0.000011647845,0.991126,0.00048548987,0.000065893335,0.00011457915,0.0018598953,0.00078689714,0.00077887333,0.004770696],"genre_scores_gemma":[0.000015637388,0.9966329,0.00014905528,0.00016745494,0.00012563825,0.001098721,0.0003696245,0.00014757662,0.0012934243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981757,0.000008600812,0.0007623443,0.0004124491,0.00015326963,0.00048767397],"domain_scores_gemma":[0.99842846,0.00028663027,0.00026870586,0.00088655413,0.00006033479,0.00006929141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023804049,0.00053018524,0.00140726,0.0002214658,0.00006424575,0.000033190176,0.00058133993,0.0004231362,0.00002363656],"category_scores_gemma":[0.00021287691,0.00037089965,0.00050279516,0.00038541318,0.00005968579,0.000069369016,0.000056303616,0.0004307083,0.0003102828],"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":[0.0000023991067,0.000036559974,2.8879023e-7,0.076846026,0.00013728853,0.0000010056162,0.0000045500474,4.2760952e-8,0.00016663346,0.0055171507,0.04387211,0.87341595],"study_design_scores_gemma":[0.0001454878,0.00013561807,5.8252766e-8,0.089185335,0.00017677023,0.00002194582,0.0000026501273,1.2347547e-7,0.0027273435,0.0011071129,0.9061311,0.0003664554],"about_ca_topic_score_codex":0.000001395056,"about_ca_topic_score_gemma":2.350862e-7,"teacher_disagreement_score":0.8730495,"about_ca_system_score_codex":0.00013868227,"about_ca_system_score_gemma":0.00013357823,"threshold_uncertainty_score":0.9998743},"labels":[],"label_agreement":null},{"id":"W2414928995","doi":"10.1039/c6lc00393a","title":"Personalized nutrition diagnostics at the point-of-need","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Micronutrient; Exploit; Risk analysis (engineering); Micronutrient deficiency; Emerging technologies; Biomarker; Computer science; Medicine; Intensive care medicine; Biotechnology; Environmental health; Biology; Computer security; Pathology; Artificial intelligence","score_opus":0.023716045938204245,"score_gpt":0.26346176039275976,"score_spread":0.2397457144545555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414928995","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":[0.000028697408,0.99649453,0.00006241666,0.00007724612,0.0003111806,0.00030603205,0.00013382177,0.00008697405,0.0024991005],"genre_scores_gemma":[0.00010899134,0.9982509,0.000016801112,0.0000277092,0.00028293466,0.00004159223,0.000027272135,0.00004386392,0.0011999347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992486,0.000057506033,0.00025869327,0.00013982477,0.0001398332,0.00015552658],"domain_scores_gemma":[0.99919647,0.00044605482,0.000065890665,0.00022713072,0.000018972949,0.000045478766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009114884,0.00021262208,0.000547544,0.00006285561,0.00004018431,0.000013817246,0.00010905974,0.00020990298,0.00026750145],"category_scores_gemma":[0.000094892916,0.00011255083,0.0003447365,0.00014918235,0.00005428432,0.00001549925,0.00002049054,0.0002166692,0.000401613],"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":[0.000009249058,0.000047508387,4.1772515e-7,0.011929195,0.00016767844,0.00000665355,0.000020892736,0.0000016261629,0.00002194865,0.0026631625,0.010110755,0.9750209],"study_design_scores_gemma":[0.00017019694,0.000031264855,0.0000015559469,0.009139854,0.00016924983,0.0000086776,0.0000025408576,0.000058476628,0.000054366286,0.0001461616,0.9900647,0.00015298085],"about_ca_topic_score_codex":0.00000184941,"about_ca_topic_score_gemma":0.0000028422146,"teacher_disagreement_score":0.97995394,"about_ca_system_score_codex":0.00009547956,"about_ca_system_score_gemma":0.0000082503275,"threshold_uncertainty_score":0.51620567},"labels":[],"label_agreement":null},{"id":"W2419490438","doi":"10.1039/c6lc00597g","title":"A microfluidic study of liquid–liquid extraction mediated by carbon dioxide","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Extraction (chemistry); Carbon dioxide; Solvent; Chromatography; Solvent extraction; Liquid–liquid extraction; Chemistry; Organic solvent; Chemical engineering; Materials science; Nanotechnology; Organic chemistry; Engineering","score_opus":0.010992172061094489,"score_gpt":0.24062408013049763,"score_spread":0.22963190806940315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419490438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98894626,0.000519955,0.006872988,0.00010847324,0.00023904591,0.0003709812,0.000039410046,0.00046808706,0.0024348008],"genre_scores_gemma":[0.9992848,0.00017133557,0.0000279277,0.00008975613,0.000058939688,0.000057717738,0.000027587606,0.00005045772,0.00023144971],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988273,0.000039214403,0.00044947732,0.00022590776,0.0002260323,0.00023209755],"domain_scores_gemma":[0.99935985,0.00006620338,0.0000971349,0.00033417184,0.00010835337,0.000034317833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027781728,0.00020809742,0.00023720933,0.00020430346,0.000027639822,0.0000052201563,0.00016160088,0.00012574761,0.00004795489],"category_scores_gemma":[0.000061859726,0.00016054248,0.000032109496,0.0005314601,0.00004822515,0.000089130386,0.000026461516,0.0001634959,0.000021137817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019380209,0.00018784951,0.00015795627,0.000020510965,0.000048707374,0.0000037289865,0.00025934025,2.3265599e-7,0.9897691,0.00031597514,0.00768951,0.0013532673],"study_design_scores_gemma":[0.0008473583,0.0011355834,0.000393771,0.000077636156,0.000013581681,0.0000039634897,0.000110089815,0.0000052320047,0.9855845,0.00002584628,0.011603936,0.00019852546],"about_ca_topic_score_codex":0.00004162518,"about_ca_topic_score_gemma":0.0000012152029,"teacher_disagreement_score":0.010338569,"about_ca_system_score_codex":0.00015687241,"about_ca_system_score_gemma":0.00001705039,"threshold_uncertainty_score":0.6546732},"labels":[],"label_agreement":null},{"id":"W2419531357","doi":"10.1039/c6lc00576d","title":"Shrinking, growing, and bursting: microfluidic equilibrium control of water-in-water droplets","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Bursting; Microfluidics; Mechanics; Nanotechnology; Materials science; Physics; Biology","score_opus":0.008731106160612121,"score_gpt":0.21020746794010256,"score_spread":0.20147636177949044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419531357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967455,0.0002759956,0.029275903,0.00043444353,0.00015387974,0.00018976815,0.000010969184,0.00020744845,0.0019965463],"genre_scores_gemma":[0.9993088,0.000025023834,0.00008935662,0.0002543964,0.000056423865,0.000017542096,0.000012536836,0.000038720522,0.00019717058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989484,0.000020343969,0.00036538547,0.00020077359,0.00011970713,0.00034539722],"domain_scores_gemma":[0.99964833,0.00003110841,0.0000278749,0.00021344623,0.000052570715,0.00002664615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034021068,0.00018167283,0.0002379102,0.00021115248,0.000020276404,0.0000126927,0.00012642566,0.00010224619,0.0000698305],"category_scores_gemma":[0.000018052777,0.00010602768,0.000030238329,0.0001256539,0.0000883605,0.0001410264,0.000045787277,0.000120651,0.000026108848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024617839,0.000016719749,0.0014857656,0.000060463437,0.000017847035,0.0000075730663,0.0002437332,7.814059e-7,0.9888208,0.0042115212,0.00058910367,0.0045210845],"study_design_scores_gemma":[0.0010035203,0.000079042635,0.00078542624,0.00017733418,0.0000063110215,0.000009940837,0.000009929326,0.000047085232,0.98686415,0.0012574098,0.009582049,0.00017777536],"about_ca_topic_score_codex":0.0000086664395,"about_ca_topic_score_gemma":1.8189334e-7,"teacher_disagreement_score":0.031853784,"about_ca_system_score_codex":0.00006320692,"about_ca_system_score_gemma":0.0000061246287,"threshold_uncertainty_score":0.4323683},"labels":[],"label_agreement":null},{"id":"W2419602734","doi":"10.1039/c5lc01532d","title":"Fast, sensitive point of care electrochemical molecular system for point mutation and select agent detection","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrochemical Analysis and Applications","field":"Chemistry","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":"Abbott (Canada)","funders":"","keywords":"Point of care; Point mutation; Point-of-care testing; Battery (electricity); Turnaround time; Point (geometry); Cartridge; Computer science; Nanotechnology; Mutation; Engineering; Medicine; Chemistry; Materials science; Biochemistry; Physics; Pathology; Operating system; Mathematics; Gene; Mechanical engineering","score_opus":0.0035789995615214745,"score_gpt":0.21009345493867607,"score_spread":0.2065144553771546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419602734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96738803,0.00008629711,0.03116034,0.00021973139,0.0000052887367,0.00014402428,0.000030253716,0.000059308226,0.0009067135],"genre_scores_gemma":[0.99933034,0.000008010125,0.00034481724,0.000042319727,0.0000523728,0.000098912744,0.000042608397,0.000017852823,0.00006274823],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991646,0.000014796618,0.00021007625,0.00029723856,0.00012813533,0.00018515757],"domain_scores_gemma":[0.99941325,0.00010361288,0.00011894198,0.00016770112,0.00013128223,0.00006520308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051190265,0.00012991893,0.00019624685,0.000035446403,0.000052867155,0.000009915907,0.00005335286,0.00009220942,0.0000068893933],"category_scores_gemma":[0.00004791927,0.000095708085,0.00011290023,0.00010745087,0.000028877168,0.000023234981,0.000014974511,0.00007673014,0.0000044525955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009856641,0.000029125675,0.000009933631,0.00016489315,0.000057350226,0.0000013302206,0.000110994035,0.0000013719269,0.9930631,0.0012645391,0.000007653354,0.005191137],"study_design_scores_gemma":[0.0005060563,0.000104602244,0.00001603774,0.00011029384,0.00008378,0.000019413763,0.00022160496,0.0003808565,0.9979668,0.00039880906,0.00007175398,0.00011995076],"about_ca_topic_score_codex":0.0000075466423,"about_ca_topic_score_gemma":0.000008340045,"teacher_disagreement_score":0.031942315,"about_ca_system_score_codex":0.00015705235,"about_ca_system_score_gemma":0.000018541572,"threshold_uncertainty_score":0.39028624},"labels":[],"label_agreement":null},{"id":"W2426591181","doi":"10.1039/c6lc00368k","title":"Magnetic domain wall tweezers: a new tool for mechanobiology studies on individual target cells","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","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":"Toronto Metropolitan University","funders":"Fondazione Cariplo","keywords":"Mechanobiology; Magnetic tweezers; Domain (mathematical analysis); Tweezers; Optical tweezers; Nanotechnology; Computer science; Biology; Cell biology; Materials science; Physics; Optics; Mathematics","score_opus":0.02088032011157908,"score_gpt":0.26678866731252066,"score_spread":0.24590834720094157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2426591181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98645824,0.0011647276,0.005152178,0.0032057087,0.0016649372,0.00080676,0.00032368887,0.000040594816,0.0011831599],"genre_scores_gemma":[0.9782576,0.0005445976,0.0039974703,0.0038432172,0.0007693213,0.00014999947,0.00020800388,0.000058553975,0.01217124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894124,0.000058224417,0.00020852496,0.00041410042,0.00008812383,0.00028975625],"domain_scores_gemma":[0.9993894,0.000070491595,0.00008402068,0.00033153992,0.000048390804,0.00007612555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018381278,0.00019366636,0.00018321336,0.000057726615,0.00007736731,0.000016801037,0.00018704987,0.00015412604,0.000107099135],"category_scores_gemma":[0.00012210518,0.00013318587,0.00013797004,0.000043323405,0.000030071624,0.0000030719673,0.00008042221,0.000069657355,0.00008535152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002424488,0.00009580717,0.000010012304,0.000009458872,0.00011982812,0.0000020469163,0.000095899995,0.000003393345,0.96680737,0.011317996,0.017998174,0.0032975948],"study_design_scores_gemma":[0.001063147,0.0024255977,0.0000144626,0.000031777035,0.000020219191,0.0000030704591,0.0000600537,0.0000058760297,0.64099044,0.0057604928,0.3494371,0.00018776263],"about_ca_topic_score_codex":0.0000037485097,"about_ca_topic_score_gemma":0.000018370167,"teacher_disagreement_score":0.3314389,"about_ca_system_score_codex":0.00002362787,"about_ca_system_score_gemma":0.000054217748,"threshold_uncertainty_score":0.5431162},"labels":[],"label_agreement":null},{"id":"W2465631507","doi":"10.1039/c6lc00345a","title":"Highly efficient adenoviral transduction of pancreatic islets using a microfluidic device","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University Health Network; University of Toronto; St. Michael's Hospital; Toronto Public Health","funders":"Institute of Cancer Research; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pancreatic islets; Transduction (biophysics); Islet; Microfluidics; Cell biology; Biology; Materials science; Nanotechnology; Insulin; Endocrinology; Biophysics","score_opus":0.0240332274307366,"score_gpt":0.25966555695787713,"score_spread":0.23563232952714053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465631507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508053,0.00085195695,0.00062336406,0.000696219,0.00023106366,0.0002257127,0.000012514456,0.000061963365,0.0022166946],"genre_scores_gemma":[0.9980832,0.000058617876,0.0003658863,0.00055127894,0.0001316407,0.000007088594,0.000004460075,0.000019365956,0.0007785025],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903923,0.000054150078,0.00025612258,0.0002125041,0.00023190734,0.00020605339],"domain_scores_gemma":[0.999397,0.00011203484,0.00008117879,0.0002453771,0.00006399,0.000100417106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014339824,0.00013418107,0.0003024473,0.00013874499,0.000040298808,0.0000050215767,0.000044101365,0.00007106264,0.00030792656],"category_scores_gemma":[0.00013013778,0.000084898136,0.0000951544,0.00021228952,0.00007277722,0.000029976838,0.0000074976756,0.00006633487,0.00010585248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033890642,0.00019651484,0.0028850092,0.00011009429,0.00005647107,0.000005493723,0.00020305101,0.0000034669397,0.9930396,0.00034883263,0.00028616286,0.0025264027],"study_design_scores_gemma":[0.003970779,0.0005915994,0.015182331,0.0009878449,0.00030895488,0.000044748984,0.00009659944,0.0002129092,0.97512406,0.00005360077,0.003264981,0.00016157495],"about_ca_topic_score_codex":0.00003647235,"about_ca_topic_score_gemma":3.19883e-7,"teacher_disagreement_score":0.017915519,"about_ca_system_score_codex":0.00008272154,"about_ca_system_score_gemma":0.00007136253,"threshold_uncertainty_score":0.34620455},"labels":[],"label_agreement":null},{"id":"W2466751427","doi":"10.1039/c6lc00626d","title":"Microfluidic droplet trapping, splitting and merging with feedback controls and state space modelling","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Microfluidics; Merge (version control); Computer science; Trap (plumbing); Transducer; Simulation; Engineering; Nanotechnology; Materials science; Electrical engineering","score_opus":0.006186248751590501,"score_gpt":0.17653586095416804,"score_spread":0.17034961220257755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466751427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578652,0.014649622,0.02543303,0.00075236306,0.000031770975,0.00013936855,0.000008110341,0.00073971506,0.0003808125],"genre_scores_gemma":[0.9903113,0.008288196,0.0009753897,0.00006475446,0.000026098669,0.000011492971,8.559652e-7,0.000049319206,0.00027258805],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99905914,0.000017295995,0.00015607454,0.00027250522,0.000085087166,0.0004099226],"domain_scores_gemma":[0.99958766,0.00011326981,0.00003697047,0.0001830133,0.000016679774,0.000062394814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016393366,0.00021537578,0.00022641305,0.00010421118,0.00009256726,0.00005144993,0.000080366095,0.0000722839,0.0000031739266],"category_scores_gemma":[0.000020602023,0.00014791868,0.000019742283,0.00010423114,0.000089322704,0.0000841393,0.000025046485,0.00017919953,0.000005512284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004366704,0.00000838821,0.00076746335,0.00007968647,0.00007254638,0.000013675487,0.00059423404,0.0001136409,0.9513595,0.00095639465,0.0007271655,0.045263637],"study_design_scores_gemma":[0.0029000374,0.000298819,0.00047650633,0.0010217573,0.00004528215,0.00008787384,0.00021436949,0.002753848,0.97012305,0.0012375524,0.020151215,0.00068970403],"about_ca_topic_score_codex":0.000021493699,"about_ca_topic_score_gemma":0.0000037571335,"teacher_disagreement_score":0.044573933,"about_ca_system_score_codex":0.0000332223,"about_ca_system_score_gemma":0.000009819425,"threshold_uncertainty_score":0.60319483},"labels":[],"label_agreement":null},{"id":"W2467779224","doi":"10.1039/c6lc00648e","title":"On-demand droplet splitting using surface acoustic waves","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Kootenay Association for Science & Technology","funders":"National Research Foundation","keywords":"Microchannel; Polydimethylsiloxane; On demand; Transducer; Acoustics; Materials science; Optoelectronics; Nanotechnology; Optics; Computer science; Physics","score_opus":0.016006678322625666,"score_gpt":0.21828010679761692,"score_spread":0.20227342847499125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467779224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900886,0.00024927832,0.0065652383,0.0001978316,0.00024906622,0.000074939024,0.000012826383,0.0008967076,0.001665526],"genre_scores_gemma":[0.9977324,0.00012113047,0.0015646323,0.00008551026,0.00006720131,5.296925e-7,9.765749e-7,0.000033812594,0.0003937938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992591,0.00001524681,0.0001427824,0.00018544562,0.00010798283,0.00028941123],"domain_scores_gemma":[0.99949646,0.00014704565,0.000024242358,0.0002839097,0.000012802977,0.00003556356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114232265,0.00016436356,0.00015612728,0.00005569901,0.00006875747,0.000025336623,0.0001222933,0.00011989187,0.00004747152],"category_scores_gemma":[0.00010934138,0.0001082128,0.00003909913,0.000105949905,0.00005683204,0.000037574493,0.00003977942,0.00012547882,0.00012800399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009993752,0.000013177759,0.00019583762,0.000031723463,0.000017008304,0.000016669632,0.000050891624,0.0010640898,0.98967415,0.0009493119,0.0031673803,0.0048097726],"study_design_scores_gemma":[0.00093450106,0.00016272662,0.0010051802,0.0009925192,0.000037311653,0.000039400864,0.00012642624,0.01896887,0.96798545,0.0037348906,0.005294931,0.00071777316],"about_ca_topic_score_codex":0.0000059177173,"about_ca_topic_score_gemma":0.0000016823329,"teacher_disagreement_score":0.021688676,"about_ca_system_score_codex":0.000071524526,"about_ca_system_score_gemma":0.000008229274,"threshold_uncertainty_score":0.441279},"labels":[],"label_agreement":null},{"id":"W2469378021","doi":"10.1039/c6lc00619a","title":"Dual gradients of light intensity and nutrient concentration for full-factorial mapping of photosynthetic productivity","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Algal biology and biofuel production","field":"Energy","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 Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Productivity; Photosynthesis; Dual (grammatical number); Nutrient; Factorial; Light intensity; Environmental science; Dual purpose; Intensity (physics); Factorial experiment; Biological system; Agricultural engineering; Botany; Biology; Ecology; Mathematics; Engineering; Optics; Statistics; Physics; Economics; Art; Mechanical engineering","score_opus":0.017456472830108895,"score_gpt":0.22169976437665984,"score_spread":0.20424329154655094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469378021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767727,0.000028071148,0.00019427609,0.0005771201,0.0010509483,0.00026491474,0.000023547529,0.000016853708,0.00016698745],"genre_scores_gemma":[0.9994752,0.000014059363,0.000063177016,0.000013963424,0.00034032305,0.000009226118,0.00000799184,0.000004708572,0.0000713474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936235,0.0000513113,0.00017106843,0.00022687901,0.000072269104,0.00011613879],"domain_scores_gemma":[0.9995349,0.00005299313,0.00014188685,0.00013741729,0.000107975255,0.000024826055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019717576,0.000081829785,0.000167207,0.000027775437,0.000041542055,0.000002295068,0.000034292774,0.000081812395,0.000012645038],"category_scores_gemma":[0.00027285368,0.00005195615,0.000036011763,0.000055117296,0.0001093801,0.00005528039,0.000017365623,0.000040626295,0.000002184157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015056091,0.000141876,0.003560076,0.000055957957,0.00003462438,2.0322652e-7,0.0003503657,4.0583967e-7,0.9794862,0.010006007,0.000067110006,0.0047915503],"study_design_scores_gemma":[0.0008281473,0.00047524754,0.0077122725,0.00005916023,0.000015053948,0.0000038275653,0.00001998025,0.0000054748666,0.9815749,0.0049914448,0.00423774,0.0000767419],"about_ca_topic_score_codex":0.000030298032,"about_ca_topic_score_gemma":0.000018632421,"teacher_disagreement_score":0.0050145616,"about_ca_system_score_codex":0.0000226731,"about_ca_system_score_gemma":0.000012918964,"threshold_uncertainty_score":0.21187103},"labels":[],"label_agreement":null},{"id":"W2474070349","doi":"10.1039/c6lc00728g","title":"Oscillatory multiphase flow strategy for chemistry and biology","year":2016,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":76,"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":"Residence time (fluid dynamics); Multiphase flow; Mixing (physics); Flow (mathematics); Biochemical engineering; Computer science; Nanotechnology; Continuous reactor; Dependency (UML); Process engineering; Mechanics; Biological system; Materials science; Chemistry; Physics; Engineering; Biology; Artificial intelligence","score_opus":0.05370148197065965,"score_gpt":0.3298177278144189,"score_spread":0.27611624584375927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474070349","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":[0.000008966611,0.94626445,0.048568565,0.0000058500978,0.00017225977,0.00050424406,0.00060560124,0.00029901034,0.0035710675],"genre_scores_gemma":[0.000115779265,0.99712014,0.001179939,0.000043058863,0.00029159692,0.0002211918,0.00045296134,0.0000828967,0.0004924147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991181,0.000011691729,0.00034914564,0.0002697666,0.00003108502,0.00022021524],"domain_scores_gemma":[0.99951106,0.000076917946,0.00008251368,0.00024945388,0.000048770755,0.000031256433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016151341,0.00032060835,0.0006018059,0.00006733188,0.00003492355,0.000013921346,0.00013086927,0.00040557262,0.000049271508],"category_scores_gemma":[0.000033598786,0.00023687095,0.00009055463,0.00015025432,0.00007096386,0.000025268748,0.000024564892,0.00022019338,0.000018564118],"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":[0.0000024854323,0.0000067421147,1.2791006e-7,0.005203181,0.00005308051,6.178414e-7,0.000004955535,1.8979681e-7,0.001413737,0.0027969603,0.002704207,0.9878137],"study_design_scores_gemma":[0.00022160447,0.00003298436,1.2851206e-7,0.0021374885,0.00003221712,0.000010776865,0.0000013478101,0.00005718773,0.0019090277,0.0004352282,0.9948777,0.0002843403],"about_ca_topic_score_codex":3.2868383e-7,"about_ca_topic_score_gemma":2.4489786e-8,"teacher_disagreement_score":0.99217343,"about_ca_system_score_codex":0.00010879836,"about_ca_system_score_gemma":0.000052836684,"threshold_uncertainty_score":0.9659317},"labels":[],"label_agreement":null},{"id":"W2488175010","doi":"10.1039/c6lc00809g","title":"Microfluidic production of multiple emulsions and functional microcapsules","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":244,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Microfluidics; Emulsion; Nanotechnology; Production (economics); Continuous production; Biochemical engineering; Materials science; Chemistry; Engineering; Biochemistry","score_opus":0.014565914043334365,"score_gpt":0.21383101699060753,"score_spread":0.19926510294727315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488175010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95044106,0.00084663735,0.046595603,0.00041540197,0.00038448718,0.00016787268,0.000032600383,0.00024218448,0.0008741469],"genre_scores_gemma":[0.998587,0.00026851014,0.0004581831,0.00006789232,0.00008391641,0.000016326669,0.000017421873,0.000019181398,0.00048155425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945164,0.000009125529,0.00019422168,0.00014758801,0.0000829725,0.000114463306],"domain_scores_gemma":[0.9996866,0.000030512603,0.000034407378,0.000150173,0.0000809526,0.000017369512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117246,0.00010472843,0.00010318762,0.0001287689,0.0000395108,0.0000044564185,0.00004212476,0.000059283804,0.00003654002],"category_scores_gemma":[0.000060766877,0.00007610895,0.000020009971,0.00021371183,0.000087048145,0.00007320948,0.000018129536,0.00006778455,0.000018083718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017135182,0.000019643092,0.0007210624,0.000026687521,0.00001442063,2.7793828e-7,0.000052467243,3.5849376e-7,0.9514084,0.004648936,0.027974049,0.015116581],"study_design_scores_gemma":[0.00027914022,0.000035764904,0.010673779,0.00008681808,0.0000045535307,0.000009228355,0.00001940174,0.000007937731,0.966973,0.00075083826,0.02105885,0.000100706246],"about_ca_topic_score_codex":0.0000022278707,"about_ca_topic_score_gemma":2.5207373e-7,"teacher_disagreement_score":0.048145946,"about_ca_system_score_codex":0.000040980653,"about_ca_system_score_gemma":0.000008927584,"threshold_uncertainty_score":0.3103633},"labels":[],"label_agreement":null},{"id":"W2499249264","doi":"10.1039/c6lc00636a","title":"Design, microfabrication, and characterization of a moulded PDMS/SU-8 inkjet dispenser for a Lab-on-a-Printer platform technology with disposable microfluidic chip","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; CMC Microsystems","keywords":"Microfluidics; Microfabrication; Microtechnology; Nanotechnology; Modular design; Materials science; Fluidics; Nozzle; Photolithography; Chip; Lab-on-a-chip; Computer science; Fabrication; Engineering; Mechanical engineering; Electrical engineering","score_opus":0.0179167525837713,"score_gpt":0.24657468661933193,"score_spread":0.22865793403556064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499249264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92896247,0.000053406413,0.068224765,0.0016162357,0.000059438775,0.0006931503,0.000049760114,0.00018665848,0.00015411776],"genre_scores_gemma":[0.99592173,0.00013783001,0.0030489468,0.00010636231,0.00003553165,0.00017874101,0.000025579748,0.000059628914,0.0004856611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988565,0.00002208986,0.00026365518,0.00029794752,0.00019393064,0.00036591972],"domain_scores_gemma":[0.9991297,0.00024472908,0.000068387,0.0003717682,0.00009271198,0.00009267189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002726673,0.00019182466,0.00024104124,0.00029460323,0.000052479903,0.000029966837,0.00024920743,0.00017520448,0.000048735834],"category_scores_gemma":[0.00017298998,0.00012672401,0.00002810899,0.00034954725,0.00016901933,0.00009293459,0.000066318724,0.00016443351,0.000041574032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033169638,0.00006580991,0.0026626652,0.00014807985,0.000047592646,0.0000016940706,0.00012077738,0.0000017495806,0.98111176,0.0027638783,0.00039870353,0.012345614],"study_design_scores_gemma":[0.0016433928,0.0005388729,0.0121535845,0.0004442527,0.00001451422,0.00001033428,0.000013076715,0.00056337466,0.9765796,0.0014205853,0.006379313,0.0002390634],"about_ca_topic_score_codex":0.0000032398923,"about_ca_topic_score_gemma":0.000002145877,"teacher_disagreement_score":0.066959254,"about_ca_system_score_codex":0.00007138085,"about_ca_system_score_gemma":0.000036627654,"threshold_uncertainty_score":0.51676553},"labels":[],"label_agreement":null},{"id":"W2511964742","doi":"10.1039/c6lc00764c","title":"Autonomous microfluidic capillaric circuits replicated from 3D-printed molds","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":91,"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; McGill University and Génome Québec Innovation Centre","funders":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; University of California, Irvine; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Microfluidics; Fluidics; Electronic circuit; Modular design; Capillary action; Lab-on-a-chip; Nanotechnology; Materials science; Computer science; Engineering; Electrical engineering","score_opus":0.009191709085397307,"score_gpt":0.20065287827472744,"score_spread":0.19146116918933015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511964742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950825,0.03353437,0.0029506015,0.0005282152,0.00018267572,0.0003442421,0.00013214958,0.0011265085,0.010376286],"genre_scores_gemma":[0.9611198,0.037298635,0.00003418717,0.00036765143,0.00013349247,0.00009993063,0.000057772904,0.000086796725,0.0008017929],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859565,0.000035126024,0.0003238453,0.00045561272,0.00015541635,0.00043436774],"domain_scores_gemma":[0.99878,0.00008786641,0.000045732075,0.0008891648,0.000043248354,0.00015400507],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008277817,0.0002749286,0.00025763683,0.00010946832,0.00008882537,0.000029783389,0.00034537367,0.00018005517,0.00077522645],"category_scores_gemma":[0.000025156753,0.00021681555,0.000084246065,0.00031965133,0.000050215414,0.000048322458,0.000037612608,0.00017251259,0.0016845418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006929138,0.000034245295,0.00012467203,0.0000069128982,0.000063542786,0.0000059365307,0.000073959476,0.0000010272872,0.9170075,0.0014364636,0.066534646,0.014704165],"study_design_scores_gemma":[0.00058692426,0.000050103194,0.0047857687,0.000049354127,0.000030381312,0.00001207087,0.000010673765,0.00007059281,0.7151034,0.00063572224,0.27828386,0.00038115986],"about_ca_topic_score_codex":0.000066364344,"about_ca_topic_score_gemma":0.0000038108224,"teacher_disagreement_score":0.21174923,"about_ca_system_score_codex":0.00020363617,"about_ca_system_score_gemma":0.00003953317,"threshold_uncertainty_score":0.99909276},"labels":[],"label_agreement":null},{"id":"W2512190249","doi":"10.1039/c6lc00867d","title":"Fabrication of polydimethylsiloxane (PDMS) nanofluidic chips with controllable channel size and spacing","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Polydimethylsiloxane; Fabrication; Materials science; Nanotechnology; Channel (broadcasting); Optoelectronics; Engineering; Electrical engineering","score_opus":0.007298938092058385,"score_gpt":0.18053302431605708,"score_spread":0.1732340862239987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512190249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920697,0.002812983,0.0014373877,0.0003946917,0.00014789055,0.00023617694,0.00002969191,0.00017193897,0.0026995384],"genre_scores_gemma":[0.99825037,0.00094082963,0.00014508114,0.00005428119,0.00007125112,0.000022669012,0.0000016000618,0.00003188602,0.00048206115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992345,0.000013985546,0.000188638,0.00018086907,0.00014652162,0.00023551114],"domain_scores_gemma":[0.99949336,0.00016571472,0.000048047383,0.00018192698,0.000049828086,0.000061119776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111060646,0.00017580208,0.000298541,0.00008203452,0.000055219072,0.000006206689,0.00006453661,0.000056486784,0.000025105719],"category_scores_gemma":[0.000033377022,0.00010950712,0.000032803175,0.00018487383,0.000059059676,0.000079397534,0.000009327553,0.00005586843,0.000012092496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040758998,0.000092068614,0.00673982,0.00029503604,0.00034477943,0.000013472845,0.0013542919,0.000179626,0.982026,0.0011489316,0.00052604533,0.006872347],"study_design_scores_gemma":[0.0039406857,0.0005978369,0.029103965,0.00054750737,0.00009596744,0.0000077368795,0.00012046764,0.00012242289,0.9623352,0.0006933246,0.0019679884,0.00046686232],"about_ca_topic_score_codex":0.000037010122,"about_ca_topic_score_gemma":0.000024857209,"teacher_disagreement_score":0.022364145,"about_ca_system_score_codex":0.000019181596,"about_ca_system_score_gemma":0.000009774984,"threshold_uncertainty_score":0.44655707},"labels":[],"label_agreement":null},{"id":"W2522583774","doi":"10.1039/c6lc01055e","title":"Dynamics of bacterial streamers induced clogging in microfluidic devices","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Clogging; Microfluidics; Dynamics (music); Nanotechnology; Materials science; Physics; Acoustics","score_opus":0.01175118395874037,"score_gpt":0.20965966265382513,"score_spread":0.19790847869508477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522583774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804246,0.00028300658,0.00015237145,0.0002675388,0.00024891802,0.000072809686,0.000026057023,0.00029316574,0.0006136891],"genre_scores_gemma":[0.99922913,0.00043917453,0.00022429816,0.000025184425,0.000030590403,0.000001963187,0.0000071796167,0.00002016389,0.000022315899],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934936,0.00001664326,0.0002042806,0.00014105535,0.00007046169,0.00021819734],"domain_scores_gemma":[0.9996706,0.000048926413,0.00003531944,0.00021113163,0.00001157675,0.000022450295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008611831,0.00013349626,0.00018590603,0.00016088344,0.0000142150475,0.000008646357,0.00015533734,0.0001452815,0.000031142477],"category_scores_gemma":[0.0000375654,0.0000956347,0.000034261866,0.00015521258,0.000052814834,0.00004655172,0.000037741476,0.00010275496,0.000018664627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020629266,0.00001718576,0.0031951065,0.000030120405,0.000012676014,0.000005374551,0.00006103609,8.96468e-7,0.9560622,0.0007827517,0.00059111504,0.039220884],"study_design_scores_gemma":[0.0007009498,0.000081109145,0.0079748975,0.00033101783,0.0000075641597,0.000004369835,0.00017335879,0.0001573917,0.98854196,0.000341162,0.001458442,0.00022777253],"about_ca_topic_score_codex":0.000039678718,"about_ca_topic_score_gemma":0.00007856836,"teacher_disagreement_score":0.03899311,"about_ca_system_score_codex":0.00009515439,"about_ca_system_score_gemma":0.0000136767885,"threshold_uncertainty_score":0.38998696},"labels":[],"label_agreement":null},{"id":"W2525525758","doi":"10.1039/c6lc00858e","title":"Magnetic-adhesive based valves for microfluidic devices used in low-resource settings","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Institute of Infection and Immunity","funders":"Sandia National Laboratories; Sichuan University of Science and Engineering","keywords":"Microfluidics; Magnet; Valve actuator; Instrumentation (computer programming); Computer science; Embedded system; Mechanical engineering; Computer hardware; Nanotechnology; Electrical engineering; Materials science; Engineering; Actuator","score_opus":0.007641868933639191,"score_gpt":0.2037989206446496,"score_spread":0.19615705171101042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525525758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959606,0.0003000311,0.0014289632,0.0010539925,0.000079962556,0.00020647408,0.000029366052,0.00016887458,0.0007717369],"genre_scores_gemma":[0.9986463,0.000012212155,0.000326787,0.00048628447,0.000081855935,0.000019869498,0.0000028128093,0.000028925699,0.00039496023],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937034,0.000018804089,0.00014529575,0.00016236791,0.0000777996,0.00022537484],"domain_scores_gemma":[0.99961317,0.00018089797,0.000017442393,0.000120641045,0.000013351154,0.00005449787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009151771,0.0001196105,0.00013119697,0.00008802008,0.000025530311,0.000021401635,0.00007425366,0.00008307229,0.000055284476],"category_scores_gemma":[0.00005320869,0.00008622987,0.00007165401,0.00011563271,0.00002165788,0.00003267772,0.0000062739987,0.00006799673,0.000059183345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011672981,0.00008358703,0.0017167691,0.0003595804,0.000026708303,0.000009106485,0.00015995036,0.00020884364,0.9524542,0.0010347092,0.0041357935,0.039694007],"study_design_scores_gemma":[0.0023434379,0.00030227518,0.013964124,0.0006967866,0.00002745337,0.0000013298448,0.000054701548,0.018025177,0.8966823,0.00050223834,0.06696285,0.0004373185],"about_ca_topic_score_codex":0.0000045809584,"about_ca_topic_score_gemma":0.000015273268,"teacher_disagreement_score":0.06282706,"about_ca_system_score_codex":0.000037554113,"about_ca_system_score_gemma":0.0000068003806,"threshold_uncertainty_score":0.3516352},"labels":[],"label_agreement":null},{"id":"W2530096311","doi":"10.1039/c6lc00981f","title":"Programmable assembly of heterogeneous microparts by an untethered mobile capillary microgripper","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":54,"is_retracted":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; Toronto Public Health","funders":"National Science Foundation","keywords":"Capillary action; Computer science; Engineering; Materials science; Composite material","score_opus":0.008379895365095499,"score_gpt":0.2352452704119565,"score_spread":0.226865375046861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530096311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976151,0.00026646143,0.00032840768,0.00006486867,0.00009891484,0.0003063328,0.00014624951,0.00003626307,0.0011374081],"genre_scores_gemma":[0.99718344,0.000015255531,0.00042909605,0.000098671735,0.00011248401,0.000033936783,0.000048202055,0.000037927253,0.0020409941],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896175,0.000065988155,0.00023376655,0.00028409137,0.00011157511,0.00034283026],"domain_scores_gemma":[0.99929607,0.000032997596,0.000118104785,0.0003861108,0.000052804175,0.00011390607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008699489,0.0001899438,0.00023390615,0.00003454666,0.00005785733,0.000027144,0.00019472343,0.00005739964,0.00042774418],"category_scores_gemma":[0.0000014807997,0.00013048966,0.00010760935,0.00008118274,0.000061122904,0.000064290296,0.000038196486,0.00007145608,0.00011071109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053927975,0.00059479947,0.0064989137,0.000014353971,0.000069344234,0.000002988098,0.0001308498,0.00002231407,0.95174,0.0003280943,0.0039965995,0.036547776],"study_design_scores_gemma":[0.0008071394,0.0004163972,0.00008389675,0.000053355616,0.000020208336,0.0000031459563,0.000043156113,0.000016250793,0.9241022,0.00018753337,0.074044764,0.00022195438],"about_ca_topic_score_codex":0.000111204936,"about_ca_topic_score_gemma":0.000007784831,"teacher_disagreement_score":0.07004816,"about_ca_system_score_codex":0.000017694505,"about_ca_system_score_gemma":0.000037646103,"threshold_uncertainty_score":0.5321214},"labels":[],"label_agreement":null},{"id":"W2536148632","doi":"10.1039/c6lc01073c","title":"Interfacing digital microfluidics with high-field nuclear magnetic resonance spectroscopy","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Toronto Public Health","funders":"Canada Research Chairs","keywords":"Interfacing; Microfluidics; Spectrometer; Nuclear magnetic resonance spectroscopy; Analyte; Materials science; Analytical Chemistry (journal); Chemistry; Nanotechnology; Nuclear magnetic resonance; Computer science; Physics; Chromatography; Computer hardware; Optics","score_opus":0.0033547460250063104,"score_gpt":0.17031359519732756,"score_spread":0.16695884917232123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536148632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98899823,0.003555722,0.00055092684,0.000831001,0.0001128133,0.000084210515,0.000013542037,0.0014145172,0.0044390326],"genre_scores_gemma":[0.99788135,0.00055701117,0.0007805087,0.00016004505,0.000049466347,0.0000058581973,8.140091e-7,0.00005739502,0.0005075201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916714,0.0000061643927,0.000143243,0.00021887677,0.00009706743,0.0003674878],"domain_scores_gemma":[0.9995393,0.00006689767,0.000019388715,0.00032141164,0.000013403805,0.00003958351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040342635,0.00018270583,0.00015040915,0.000076880366,0.000046129036,0.000056428402,0.00020915752,0.00009531267,0.000051658328],"category_scores_gemma":[0.000051598094,0.00012278851,0.000027954924,0.00013553989,0.00005539898,0.00006700935,0.00004967541,0.00022518578,0.00020811443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050018123,0.000013480142,0.00028997363,0.000014188142,0.000009365801,0.000015477695,0.00006097735,4.647494e-7,0.8809724,0.0018565063,0.008524759,0.10819242],"study_design_scores_gemma":[0.0004419154,0.00068858353,0.00028493837,0.00027808806,0.0000053714652,0.000021279397,0.000028016426,0.0000033872166,0.9586561,0.0006338918,0.038745012,0.00021342999],"about_ca_topic_score_codex":0.0000071040367,"about_ca_topic_score_gemma":0.0000021973394,"teacher_disagreement_score":0.10797899,"about_ca_system_score_codex":0.00006866211,"about_ca_system_score_gemma":0.000009765296,"threshold_uncertainty_score":0.500717},"labels":[],"label_agreement":null},{"id":"W2541715537","doi":"10.1039/c6lc01064d","title":"An inkjet printed, roll-coated digital microfluidic device for inexpensive, miniaturized diagnostic assays","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":115,"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 Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Abbott Diagnostics; Connaught Fund; Grand Challenges Canada","keywords":"Cleanroom; Microfluidics; Inkjet printing; Nanotechnology; Materials science; Inkwell","score_opus":0.01003837094022977,"score_gpt":0.22652926314899427,"score_spread":0.2164908922087645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541715537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919271,0.0019252627,0.0018286663,0.00057782786,0.000241788,0.0004542065,0.00013183564,0.0022745796,0.0006387615],"genre_scores_gemma":[0.998174,0.00056125957,0.00045565396,0.00023411585,0.00008908491,0.000119805714,0.000050645012,0.000083710016,0.00023168845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987356,0.000021892873,0.00026886482,0.00034306129,0.00011154503,0.0005190341],"domain_scores_gemma":[0.99858874,0.0007309002,0.000048089718,0.00046476847,0.00007824004,0.00008926615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011631769,0.0002892254,0.00028108555,0.00015997981,0.00006882028,0.00007732862,0.00033844588,0.00022161563,0.000012363222],"category_scores_gemma":[0.001158207,0.0002127946,0.00008355376,0.00020229351,0.000058539303,0.000183391,0.00003908159,0.00018703475,0.000116065996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060656064,0.00005846506,0.00046847988,0.00003648131,0.000056359946,0.000010873328,0.000082460676,9.797442e-7,0.96322,0.000355745,0.016265983,0.019383512],"study_design_scores_gemma":[0.001687651,0.0003404646,0.00067407324,0.0001963567,0.000022024953,0.000017151158,0.000045364468,0.000033671924,0.9467764,0.0005111147,0.04932387,0.0003718614],"about_ca_topic_score_codex":0.0000047510043,"about_ca_topic_score_gemma":0.000003738507,"teacher_disagreement_score":0.03305789,"about_ca_system_score_codex":0.000091994196,"about_ca_system_score_gemma":0.000027966626,"threshold_uncertainty_score":0.8677512},"labels":[],"label_agreement":null},{"id":"W2542877854","doi":"10.1039/c6lc01101b","title":"Through thick and thin: a microfluidic approach for continuous measurements of biofilm viscosity and the effect of ionic strength","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","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":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscosity; Laminar flow; Ionic strength; Rheology; Biofilm; Microfluidics; Materials science; Chemistry; Composite material; Nanotechnology; Mechanics; Aqueous solution; Organic chemistry","score_opus":0.013120946230512182,"score_gpt":0.23434632919351364,"score_spread":0.22122538296300145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542877854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972297,0.001650742,0.00012518337,0.00018087005,0.000052435127,0.00039447186,0.000043943408,0.0000036140157,0.00031904277],"genre_scores_gemma":[0.99899966,0.0003367366,0.0004429614,0.00009058215,0.00005081317,0.000007955901,0.00001431027,0.000009954528,0.000047032627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993067,0.00012920755,0.0001523816,0.00021029057,0.00007225003,0.00012918176],"domain_scores_gemma":[0.9995791,0.000067406414,0.00011130289,0.00018443006,0.000037142472,0.000020644286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042510426,0.00011814909,0.00023272676,0.000011670354,0.000052274652,0.0000095132045,0.00006949645,0.00010402807,0.0000011580182],"category_scores_gemma":[0.000110979396,0.00005823006,0.00006434602,0.000027053267,0.00022709068,0.000003429063,0.000055569133,0.000034771652,1.60363e-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":[0.001361129,0.000025598001,0.0018798615,0.00007399802,0.00007511797,6.35268e-8,0.00005217721,6.92971e-8,0.99403644,0.00017329436,0.00016042154,0.0021618204],"study_design_scores_gemma":[0.003910012,0.00091433723,0.0011615045,0.0000558865,0.000047189904,0.0000043082705,0.0000109273315,0.0000038513904,0.99321383,0.000019284791,0.00058014784,0.00007874155],"about_ca_topic_score_codex":0.00003082242,"about_ca_topic_score_gemma":0.0000028328886,"teacher_disagreement_score":0.0025488832,"about_ca_system_score_codex":0.0000031837956,"about_ca_system_score_gemma":0.000013286675,"threshold_uncertainty_score":0.2374553},"labels":[],"label_agreement":null},{"id":"W2544090981","doi":"10.1039/c7lc00785j","title":"Anisotropic permeability in deterministic lateral displacement arrays","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":59,"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":"Australian Research Council; University of Edinburgh","keywords":"Anisotropy; Parallelogram; Microfluidics; Materials science; Lattice Boltzmann methods; Permeability (electromagnetism); Displacement (psychology); Lattice (music); Mechanics; Computer science; Optics; Biological system; Physics; Nanotechnology; Acoustics; Chemistry; Artificial intelligence","score_opus":0.017911302758729434,"score_gpt":0.24218799390800413,"score_spread":0.2242766911492747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544090981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961651,0.000044661756,0.00014223364,0.00022342398,0.00024247497,0.00009555011,0.0000075488633,0.00025611738,0.0028228993],"genre_scores_gemma":[0.999459,0.00004720824,0.0002829265,0.00003677786,0.000031577347,0.0000055514297,0.0000025346753,0.000011682051,0.00012273154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943656,0.000010116009,0.00012350472,0.00015407502,0.000067527304,0.00020822907],"domain_scores_gemma":[0.9994013,0.0000148418,0.00002190407,0.0005311108,0.0000056304634,0.00002523281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006668035,0.00011689906,0.00013213776,0.00003739891,0.00009156068,0.000060075563,0.00021790813,0.00007900091,0.000027387958],"category_scores_gemma":[0.000058428333,0.00009896194,0.000028641382,0.000022420674,0.00007851376,0.000040015984,0.000056011882,0.0001429397,0.000058173086],"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":[0.00022633302,0.0004906051,0.45343527,0.00069782685,0.0000861634,0.00045997775,0.0017908431,0.0005120388,0.43088612,0.010966832,0.0076073413,0.09284066],"study_design_scores_gemma":[0.001366071,0.00025079524,0.9030688,0.00022271147,0.000015588148,0.00001400764,0.00007852964,0.011414146,0.069620565,0.003734624,0.009624209,0.00058996637],"about_ca_topic_score_codex":0.000024712625,"about_ca_topic_score_gemma":0.00005625321,"teacher_disagreement_score":0.4496335,"about_ca_system_score_codex":0.0000677692,"about_ca_system_score_gemma":0.000006119828,"threshold_uncertainty_score":0.40355507},"labels":[],"label_agreement":null},{"id":"W2553712893","doi":"10.1039/c6lc01258b","title":"Digital DNA detection based on a compact optofluidic laser with ultra-low sample consumption","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"Division of Electrical, Communications and Cyber Systems; National Institute of Biomedical Imaging and Bioengineering; National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation; National Institutes of Health; National Science Foundation","keywords":"Analyte; DNA; Optoelectronics; Laser; Digital polymerase chain reaction; Materials science; Nanotechnology; Optics; Physics; Chemistry; Polymerase chain reaction; Chromatography; Gene","score_opus":0.010857816545798458,"score_gpt":0.23436791272152013,"score_spread":0.22351009617572168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553712893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798454,0.000004260595,0.004410588,0.00024488373,0.00005030546,0.00012406087,0.00019943369,0.00006229056,0.0069196373],"genre_scores_gemma":[0.999551,0.0000013904419,0.000019454312,0.00012271236,0.00013534147,0.000016462447,0.000027286245,0.000014730902,0.000111631125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993077,0.000016508946,0.00009969553,0.00022047255,0.00014465333,0.00021095881],"domain_scores_gemma":[0.9994258,0.00028344535,0.00005077931,0.00015306596,0.00001790808,0.000068950474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000031543757,0.00015470602,0.00014403604,0.00002920685,0.00010839724,0.00004328982,0.000056258657,0.000024992261,0.00036258443],"category_scores_gemma":[0.000014677805,0.00008960288,0.0000611229,0.00006967201,0.00006424903,0.00008062995,0.000004590665,0.0000851582,0.00016219704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00446786,0.0017071441,0.33376163,0.000056304274,0.00030292632,0.0000049079035,0.00012256748,0.00004945686,0.58870906,0.006266779,0.001639293,0.06291205],"study_design_scores_gemma":[0.0015778554,0.00059152604,0.01553801,0.00014760382,0.000015168336,3.0442345e-7,0.00001773407,0.00005823887,0.9792225,0.0006379439,0.0019879215,0.00020520213],"about_ca_topic_score_codex":0.000028889925,"about_ca_topic_score_gemma":0.000004243766,"teacher_disagreement_score":0.39051342,"about_ca_system_score_codex":0.000042764877,"about_ca_system_score_gemma":0.000011525791,"threshold_uncertainty_score":0.39700451},"labels":[],"label_agreement":null},{"id":"W2559860295","doi":"10.1039/c6lc01182a","title":"On-chip integration of droplet microfluidics and nanostructure-initiator mass spectrometry for enzyme screening","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Concordia University","funders":"Biological and Environmental Research","keywords":"Microfluidics; Mass spectrometry; Chemistry; Nanotechnology; Nanostructure; Bioconjugation; Glycoside hydrolase; Chromatography; Enzyme; Materials science; Biochemistry","score_opus":0.014023844275828012,"score_gpt":0.23867383563428435,"score_spread":0.22464999135845634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559860295","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":[0.3100529,0.00014124771,0.6878221,0.00015940813,0.000171676,0.00025572834,0.00017024946,0.0001633096,0.0010633938],"genre_scores_gemma":[0.98540795,0.000038339604,0.013888491,0.00031740798,0.000106129846,0.000025353187,0.000058533562,0.000046444893,0.00011137099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991076,0.000015463693,0.00031976643,0.00020626403,0.00013815859,0.00021275938],"domain_scores_gemma":[0.9994301,0.00013595348,0.00008338935,0.0002180914,0.00010235254,0.000030110506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230131,0.00020066783,0.00021783545,0.00027111292,0.000048817517,0.00001702264,0.00011247689,0.00013391663,0.000039526643],"category_scores_gemma":[0.00013007267,0.00015022748,0.000045231624,0.00032622417,0.0000703429,0.000087324086,0.000016384474,0.00014131288,0.0000045330094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059100912,0.000009111731,0.000057641744,0.00004689368,0.00002688069,8.567778e-7,0.000068418565,4.1368924e-7,0.88285875,0.10051651,0.0038807928,0.012474623],"study_design_scores_gemma":[0.0006479265,0.00025400842,0.0007602502,0.00020513186,0.00001051209,0.000005544448,0.000030512445,0.00009161397,0.9852069,0.0100435,0.002554493,0.0001895973],"about_ca_topic_score_codex":0.000002081097,"about_ca_topic_score_gemma":1.8154569e-7,"teacher_disagreement_score":0.675355,"about_ca_system_score_codex":0.00007747426,"about_ca_system_score_gemma":0.000015450176,"threshold_uncertainty_score":0.6126099},"labels":[],"label_agreement":null},{"id":"W2560628077","doi":"10.1039/c6lc01381c","title":"Image processing and analysis system for development and use of free flow electrophoresis chips","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Free-flow electrophoresis; Image processing; Electrophoresis; Flow (mathematics); Free flow; Computer science; Image (mathematics); Chromatography; Chemistry; Artificial intelligence; Polyacrylamide gel electrophoresis; Mathematics; Gel electrophoresis of proteins; Physics","score_opus":0.009764853695688134,"score_gpt":0.19953823693721834,"score_spread":0.1897733832415302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560628077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552727,0.0065146317,0.037720226,0.000054777825,0.0000082669985,0.00020382089,0.000052016345,0.00008285477,0.00009076138],"genre_scores_gemma":[0.9886342,0.003127721,0.00801635,0.000014420276,0.000019143949,0.000088196524,0.000011064514,0.000025324915,0.00006356632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993734,0.000010815547,0.00018738199,0.00017536292,0.000079084704,0.00017396073],"domain_scores_gemma":[0.9996215,0.000059832182,0.000036096208,0.00019029359,0.000037237292,0.000055018652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007928962,0.00011827361,0.00020492516,0.00012471587,0.00007155789,0.00002797965,0.000070529946,0.00004610818,0.0000050260373],"category_scores_gemma":[0.000017714576,0.00008530948,0.000035177556,0.00022663806,0.00002775458,0.00005161849,0.00001676828,0.000033088887,0.0000013377218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040250634,0.000016378415,0.00047829255,0.00033848785,0.00028142953,6.8879723e-7,0.00022686351,0.0000038799576,0.9727638,0.00083487906,0.002534332,0.022480719],"study_design_scores_gemma":[0.0008217966,0.000075359385,0.01180377,0.00016185417,0.0003565087,0.0000066093735,0.00004102316,0.0058148433,0.96307,0.00010078224,0.017402386,0.00034509707],"about_ca_topic_score_codex":0.0000028741056,"about_ca_topic_score_gemma":0.00000716741,"teacher_disagreement_score":0.033361565,"about_ca_system_score_codex":0.00004538439,"about_ca_system_score_gemma":0.000018351804,"threshold_uncertainty_score":0.34788197},"labels":[],"label_agreement":null},{"id":"W2560727832","doi":"10.1039/c6lc00997b","title":"An electrohydrodynamic technique for rapid mixing in stationary droplets on digital microfluidic platforms","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":37,"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; Kelowna General Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Electrohydrodynamics; Microfluidics; Mixing (physics); Digital microfluidics; Nanotechnology; Materials science; Chemistry; Engineering; Physics; Electrical engineering; Voltage; Electrowetting","score_opus":0.0061387380993494205,"score_gpt":0.21495091238845754,"score_spread":0.20881217428910812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560727832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97937167,0.00067105645,0.017613752,0.00018807,0.00007086652,0.00046587575,0.00006806068,0.0011170051,0.00043361995],"genre_scores_gemma":[0.99869233,0.00034731484,0.00044930918,0.000078228586,0.000035873214,0.00020177492,0.0000466416,0.000064146625,0.000084374034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989501,0.0000066917287,0.00021686747,0.00027159863,0.00009464442,0.0004600687],"domain_scores_gemma":[0.9994916,0.00013475749,0.000029912855,0.00028920214,0.000015216583,0.000039331862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396931,0.00020770048,0.00017226895,0.00031989504,0.00004961793,0.000030293753,0.00021729215,0.00015653539,0.000006711239],"category_scores_gemma":[0.000063704036,0.0001561234,0.00005075084,0.00019279322,0.00003369079,0.0001914643,0.000012552326,0.00019065832,0.00002332247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052134204,0.000048916758,0.00014092823,0.00002458451,0.00001181883,0.0000060684606,0.000045113673,0.000010022561,0.94480264,0.0015005935,0.0010379899,0.05231919],"study_design_scores_gemma":[0.0006506257,0.0006619264,0.0003805203,0.00016979476,0.0000028791924,0.000014361703,0.000019830577,0.0001278199,0.9893262,0.0057862718,0.0025883329,0.0002714365],"about_ca_topic_score_codex":0.0000028975112,"about_ca_topic_score_gemma":0.0000031790498,"teacher_disagreement_score":0.052047756,"about_ca_system_score_codex":0.00021105121,"about_ca_system_score_gemma":0.000023305096,"threshold_uncertainty_score":0.6366527},"labels":[],"label_agreement":null},{"id":"W2569437901","doi":"10.1039/c6lc01535b","title":"Chromatin immunoprecipitation in microfluidic droplets: towards fast and cheap analyses","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","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":"Canadian Nautical Research Society","funders":"European Research Council; Agence Nationale de la Recherche","keywords":"Chromatin immunoprecipitation; Chromatin; Histone; Immunoprecipitation; ChIP-sequencing; Microfluidics; ChIP-on-chip; Chip; Chemistry; Nanotechnology; DNA; Cell biology; Biophysics; Biology; Nucleosome; Materials science; Computer science; Gene; Biochemistry; Gene expression","score_opus":0.01856400319155134,"score_gpt":0.2972912295442158,"score_spread":0.27872722635266445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569437901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961606,0.0009684572,0.00010783238,0.00025705658,0.000081315346,0.00010340746,0.000025926565,0.000005697646,0.0022896656],"genre_scores_gemma":[0.99791557,0.00085775345,0.0005539141,0.00015409598,0.00006394003,0.000012231625,0.000106982814,0.000016763423,0.00031875726],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99932873,0.00003051687,0.0001639607,0.00024929794,0.00006818801,0.00015930223],"domain_scores_gemma":[0.9993728,0.0000052919218,0.000110480505,0.0004468046,0.000023998386,0.00004061903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012893474,0.00012718055,0.0001361683,0.000041450963,0.00013429615,0.000093509916,0.00020333104,0.00010333659,0.000010382806],"category_scores_gemma":[0.00007816325,0.000120951874,0.000041415475,0.00002528399,0.00006787433,0.0000043896066,0.000113647606,0.000071870316,0.000008758075],"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":[0.0000343915,0.000045933375,0.0043927687,0.000019856698,0.00002464316,0.0000028819643,0.0001486265,0.000009394463,0.9840983,0.00009646244,0.00019488978,0.010931835],"study_design_scores_gemma":[0.00149595,0.00034407078,0.6469755,0.00006831933,0.00002009843,0.000014085682,0.0001591376,0.0010766324,0.34634373,0.00044722666,0.0027106705,0.00034456188],"about_ca_topic_score_codex":0.00012512665,"about_ca_topic_score_gemma":0.00009495599,"teacher_disagreement_score":0.6425828,"about_ca_system_score_codex":0.000017273025,"about_ca_system_score_gemma":0.0000347879,"threshold_uncertainty_score":0.49322742},"labels":[],"label_agreement":null},{"id":"W2580175532","doi":"10.1039/c6lc01495j","title":"Pipetting-driven microfluidic immunohistochemistry to facilitate enhanced immunoreaction and effective use of antibodies","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology","keywords":"Immunohistochemistry; Pipette; Microfluidics; Antibody; Chemistry; Nanotechnology; Biomedical engineering; Materials science; Biology; Medicine; Immunology","score_opus":0.022204567410358384,"score_gpt":0.239397971131776,"score_spread":0.2171934037214176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580175532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969784,0.0010148683,0.0006664011,0.00006612867,0.00015732752,0.00020229086,0.00003157061,0.00026196725,0.000621032],"genre_scores_gemma":[0.99822146,0.0008913695,0.00061664137,0.000016813598,0.000015978416,0.0000095544165,0.0000062288605,0.000017442926,0.00020449268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993828,0.000009919665,0.00015811624,0.00019377696,0.00007257029,0.00018279765],"domain_scores_gemma":[0.9992956,0.000056423014,0.00006482261,0.0005144537,0.000039469534,0.000029214552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068574365,0.00017018455,0.00022565902,0.00006661865,0.00015472848,0.000057072335,0.00016193316,0.00011248037,0.000003074179],"category_scores_gemma":[0.00017731158,0.00015785595,0.000045226778,0.000039514005,0.00016280965,0.00009638345,0.00009705514,0.00015784816,0.000015398666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004587343,0.000011959929,0.0005121208,0.00008659026,0.0000368358,0.0000024771098,0.00035068413,0.0000059628082,0.98365176,0.000016817527,0.0013010617,0.013977871],"study_design_scores_gemma":[0.00022823493,0.00007465981,0.026503783,0.00020085965,0.000012490889,0.000005058467,0.000063426654,0.000033414843,0.9707534,0.000039174534,0.0019199565,0.00016556715],"about_ca_topic_score_codex":0.00009656158,"about_ca_topic_score_gemma":0.0000015345726,"teacher_disagreement_score":0.025991661,"about_ca_system_score_codex":0.000052311538,"about_ca_system_score_gemma":0.0000055053656,"threshold_uncertainty_score":0.6437179},"labels":[],"label_agreement":null},{"id":"W2587492619","doi":"10.1039/c6lc01485b","title":"Automating multi-step paper-based assays using integrated layering of reagents","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"McMaster University","funders":"","keywords":"Layering; Computer science; Computational biology; Reagent; Engineering; Chemistry; Biology","score_opus":0.044542640573109686,"score_gpt":0.27671727625942205,"score_spread":0.23217463568631236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587492619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880867,0.000012370602,0.00889159,0.000020679377,0.00020981077,0.00006463138,0.000009798764,0.00019172364,0.0025126808],"genre_scores_gemma":[0.9930285,0.0000017949351,0.0068041305,0.000026715918,0.000039007835,0.0000015153291,0.0000022280362,0.000024772824,0.000071303526],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942327,0.000018050288,0.00017929754,0.00011700431,0.000105175226,0.00015719679],"domain_scores_gemma":[0.9995513,0.000025935366,0.00006831745,0.00027961947,0.00002559007,0.000049246588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011244358,0.000114099574,0.00015651424,0.000051717805,0.00012271777,0.00005403868,0.00011676682,0.00008486827,0.000050982697],"category_scores_gemma":[0.00012612162,0.00010123847,0.00006178915,0.000058810307,0.000025460224,0.00007684833,0.000017133223,0.00015986821,0.00001881612],"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":[0.000024344463,0.00009308317,0.0039929505,0.0002788609,0.00007818481,0.000022011769,0.00007873603,0.03314024,0.90641916,0.00022577039,0.00004420214,0.055602483],"study_design_scores_gemma":[0.00036927074,0.000023721954,0.019701103,0.00023817168,0.0000129994305,0.0000011370297,0.000013062943,0.90809095,0.071303874,0.0000072835815,0.00012692311,0.00011150643],"about_ca_topic_score_codex":0.00014823144,"about_ca_topic_score_gemma":0.000053637097,"teacher_disagreement_score":0.8749507,"about_ca_system_score_codex":0.00004315775,"about_ca_system_score_gemma":0.0000072036137,"threshold_uncertainty_score":0.4128385},"labels":[],"label_agreement":null},{"id":"W2589649702","doi":"10.1039/c6lc01405d","title":"Acoustothermal tweezer for droplet sorting in a disposable microfluidic chip","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microfluidics; Sorting; Chip; Microfluidic chip; Lab-on-a-chip; Nanotechnology; Materials science; Engineering; Computer science; Electrical engineering","score_opus":0.01833918199596292,"score_gpt":0.2648752743954857,"score_spread":0.2465360923995228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589649702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90596235,0.00027557625,0.0718279,0.0003686824,0.00042744182,0.0006583108,0.000060132028,0.0004078029,0.0200118],"genre_scores_gemma":[0.997592,0.000019298805,0.0008970788,0.00036216932,0.00017314621,0.00011850439,0.000045751316,0.000066322566,0.00072575186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895203,0.00000917844,0.00033093218,0.00022455899,0.00010507203,0.00037824438],"domain_scores_gemma":[0.99931806,0.000027783524,0.00009965639,0.0004782012,0.00004924625,0.000027026785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038440694,0.00019839228,0.00021863704,0.00014247178,0.00019070928,0.00008024608,0.00032745776,0.00012401224,0.000041269166],"category_scores_gemma":[0.00009004399,0.00019670725,0.000052848853,0.00014395434,0.000064744774,0.00016750854,0.00004563087,0.00023682234,0.000031057803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005247864,0.00005349045,0.0039624665,0.00012770039,0.000026482132,0.000007999133,0.0003417952,0.000015024413,0.9435543,0.018694507,0.015275117,0.017888682],"study_design_scores_gemma":[0.0014913172,0.0001049212,0.019616552,0.00022838672,0.000011684984,0.000007577768,0.000052732008,0.0021478499,0.9337398,0.0035963764,0.03849057,0.0005122377],"about_ca_topic_score_codex":0.00002430572,"about_ca_topic_score_gemma":0.0000026642572,"teacher_disagreement_score":0.091629624,"about_ca_system_score_codex":0.000116852105,"about_ca_system_score_gemma":0.000022240647,"threshold_uncertainty_score":0.8021489},"labels":[],"label_agreement":null},{"id":"W2594299574","doi":"10.1039/b925391b","title":"Abatement of mixing in shear-free elongationally unstable viscoelastic microflows","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"National Institute for Nanotechnology; University of Alberta","funders":"National Institutes of Natural Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Viscoelasticity; Laminar flow; Mixing (physics); Turbulence; Mechanics; Polymer; Chemistry; Viscosity; Thermodynamics; Shear flow; Shear (geology); Materials science; Composite material; Physics","score_opus":0.004802697314029289,"score_gpt":0.19973539138997587,"score_spread":0.19493269407594657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594299574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99210083,0.0015294331,0.00048493713,0.000115068346,0.0001110288,0.00016164329,0.00001907017,0.000054383134,0.0054235756],"genre_scores_gemma":[0.998159,0.0010178353,0.00049072853,0.000056723835,0.000044793716,0.00003989348,0.000020962845,0.000022882188,0.00014717806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932855,0.000010280783,0.00022495197,0.00012891796,0.00011903097,0.00018828307],"domain_scores_gemma":[0.99956775,0.00004426616,0.000024570521,0.00030045028,0.000022190836,0.000040781517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117055344,0.000101781116,0.00012460916,0.0000960225,0.00002921196,0.000011107453,0.00018420829,0.00005775404,0.00026006615],"category_scores_gemma":[0.000019610336,0.000103069025,0.000031119627,0.00020673407,0.000021564849,0.000033973378,0.000020627835,0.00020666474,0.000048465798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007259898,0.000049515587,0.00042664737,0.000033275184,0.000012114396,0.0000010377007,0.00011111067,0.00020640323,0.9815215,0.008302956,0.008997881,0.00033028633],"study_design_scores_gemma":[0.0009904865,0.00007354808,0.020307172,0.00008040177,0.000015475545,0.000005732231,0.000046932677,0.0022745307,0.92886996,0.002665134,0.044355128,0.0003154711],"about_ca_topic_score_codex":0.00002754929,"about_ca_topic_score_gemma":0.00006054952,"teacher_disagreement_score":0.052651525,"about_ca_system_score_codex":0.00003287651,"about_ca_system_score_gemma":0.000027571625,"threshold_uncertainty_score":0.4203033},"labels":[],"label_agreement":null},{"id":"W2598458929","doi":"10.1039/c7lc00199a","title":"Power-free, digital and programmable dispensing of picoliter droplets using a Digit Chip","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Regional Municipality of Waterloo; University of Waterloo; University of Toronto; Toronto Public Health","funders":"","keywords":"Numerical digit; Power (physics); Chip; Computer hardware; Computer science; Electrical engineering; Engineering; Physics; Mathematics; Arithmetic","score_opus":0.010521887744495554,"score_gpt":0.2225158533139147,"score_spread":0.21199396556941916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598458929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99300003,0.00035172797,0.00012072824,0.00008951704,0.000083829844,0.0001267242,0.0000189347,0.0003888983,0.0058196294],"genre_scores_gemma":[0.9991984,0.000030181069,0.0005629392,0.000014795996,0.000023591483,0.000003024779,0.000002235481,0.000032591277,0.00013228855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927664,0.0000042490506,0.00014989985,0.0001699864,0.00009298349,0.00030623062],"domain_scores_gemma":[0.9992469,0.000020248171,0.000062318664,0.00061093806,0.000018260203,0.000041354426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005236289,0.00015179063,0.00019113252,0.00006979748,0.00013402359,0.00029041307,0.000255343,0.00008486279,0.0000029706637],"category_scores_gemma":[0.00016018453,0.00013846834,0.000040605486,0.000052020692,0.00012472119,0.00021776347,0.00012967904,0.00016133969,0.0000033339156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000974452,0.00017120033,0.046931684,0.00041075455,0.0002098518,0.00006931573,0.00092423504,0.000034185105,0.6646889,0.0055438513,0.0015427875,0.2793758],"study_design_scores_gemma":[0.0015892932,0.00049100514,0.018795019,0.0008707867,0.000040577008,0.00010790853,0.00011401165,0.0010114351,0.9506302,0.0055678934,0.019953204,0.00082870177],"about_ca_topic_score_codex":0.000016425796,"about_ca_topic_score_gemma":0.0000037338714,"teacher_disagreement_score":0.28594127,"about_ca_system_score_codex":0.000025898504,"about_ca_system_score_gemma":0.000009783852,"threshold_uncertainty_score":0.5646575},"labels":[],"label_agreement":null},{"id":"W2604184065","doi":"10.1039/c6lc01574c","title":"Multi-chamber microfluidic platform for high-precision skin permeation testing","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SKiN Health","funders":"Instytut Biologii Medycznej Polskiej Akademii Nauk; University of Cincinnati","keywords":"Permeation; Lipophilicity; Microfluidics; Microfluidic chip; Silicone; Reproducibility; Chemistry; Penetration (warfare); Biomedical engineering; Membrane; Nanotechnology; Materials science; Chromatography; Engineering; Organic chemistry","score_opus":0.19337320943235986,"score_gpt":0.44490451921867724,"score_spread":0.2515313097863174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604184065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841461,0.00031506753,0.008614171,0.0005133264,0.0022435612,0.0010047937,0.00020508203,0.00012141092,0.0028364933],"genre_scores_gemma":[0.9879451,0.00017929614,0.0070940712,0.0017407348,0.0003981262,0.000121505625,0.00006649208,0.000045394103,0.002409293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862087,0.00007587434,0.00030876437,0.00040073972,0.00015331803,0.00044044876],"domain_scores_gemma":[0.9984249,0.00067516556,0.00022834403,0.00042501627,0.00011923149,0.00012733198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005082512,0.00024122176,0.00022480113,0.00007702609,0.0011292964,0.000054220007,0.00034253031,0.0002813617,0.00032759277],"category_scores_gemma":[0.0004957301,0.00022898249,0.00007863522,0.000049201826,0.00015616749,0.0002673338,0.000088596,0.00048949383,0.00026819148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027061512,0.0014229793,0.014601458,0.00022815603,0.00029692886,0.00008571934,0.0016481009,0.0013027932,0.5724592,0.003121512,0.008927251,0.3931997],"study_design_scores_gemma":[0.02238419,0.0009468972,0.104172885,0.00027539372,0.00036777384,0.00004608129,0.00016268913,0.051508065,0.5918929,0.0038421096,0.22302856,0.0013724625],"about_ca_topic_score_codex":0.00003339177,"about_ca_topic_score_gemma":0.000017597016,"teacher_disagreement_score":0.39182726,"about_ca_system_score_codex":0.0000895348,"about_ca_system_score_gemma":0.00003619027,"threshold_uncertainty_score":0.9337635},"labels":[],"label_agreement":null},{"id":"W2604767602","doi":"10.1039/c7lc00170c","title":"Towards a personalized approach to aromatase inhibitor therapy: a digital microfluidic platform for rapid analysis of estradiol in core-needle-biopsies","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Mount Sinai Hospital; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Toronto Public Health","funders":"Canadian Institutes of Health Research","keywords":"Aromatase; Aromatase inhibitor; Core (optical fiber); Core biopsy; Internal medicine; Letrozole; Microfluidics; Personalized medicine; Medicine; Biomedical engineering; Computer science; Nanotechnology; Biology; Bioinformatics; Materials science; Breast cancer; Telecommunications; Cancer","score_opus":0.046674238802092295,"score_gpt":0.25753651065480426,"score_spread":0.21086227185271197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604767602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948805,0.0016497342,0.00081112003,0.00010105371,0.00008861426,0.00047952362,0.00065646967,0.00024224256,0.0010907305],"genre_scores_gemma":[0.9976554,0.00043579066,0.0015602714,0.00005152623,0.00003904699,0.000046578883,0.00013822343,0.000030559382,0.00004263684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893063,0.0000048654892,0.0003060127,0.00028679395,0.00015044592,0.00032126674],"domain_scores_gemma":[0.999167,0.000046640103,0.000080569196,0.00061275973,0.00002956474,0.00006344852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016042222,0.0002538983,0.0005455301,0.00046977357,0.00008854499,0.0001247164,0.0004177214,0.00017286418,0.000006643554],"category_scores_gemma":[0.00011981777,0.00020938429,0.00022607787,0.00035439848,0.00015828376,0.00012439636,0.000058697933,0.00013260759,0.0000042164042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016456149,0.0008069217,0.007384777,0.00046192648,0.0023933812,0.000029558894,0.00556247,0.0001584843,0.82841915,0.0037177545,0.02262008,0.12679987],"study_design_scores_gemma":[0.0078092706,0.0010601934,0.04323794,0.00042762992,0.00047260395,0.00003135828,0.0027006306,0.013804394,0.9026289,0.0011094944,0.024979923,0.0017376855],"about_ca_topic_score_codex":0.000061969855,"about_ca_topic_score_gemma":0.000004210803,"teacher_disagreement_score":0.12506218,"about_ca_system_score_codex":0.0000668429,"about_ca_system_score_gemma":0.000024819461,"threshold_uncertainty_score":0.85384434},"labels":[],"label_agreement":null},{"id":"W2606136500","doi":"10.1039/c6lc01525e","title":"Fabrication of large-area polymer microfilter membranes and their application for particle and cell enrichment","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":44,"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 and Génome Québec Innovation Centre; McGill University; National Research Council Canada","funders":"National Research Council Canada","keywords":"Membrane; Materials science; Microfluidics; Polymer; Fabrication; Filtration (mathematics); Porosity; Particle (ecology); Cartridge; Microfiltration; Volumetric flow rate; Particle size; Cross-flow filtration; Chemical engineering; Nanotechnology; Composite material; Chemistry","score_opus":0.012873130744525856,"score_gpt":0.2204485685549326,"score_spread":0.20757543781040674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606136500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932301,0.002183829,0.0037089728,0.00031423126,0.00003071869,0.00017164131,0.00002413427,0.00008639302,0.00024995758],"genre_scores_gemma":[0.99922794,0.00038333944,0.00022299534,0.000036956528,0.0000139536505,0.000016178834,0.0000054324887,0.000008261147,0.000084964995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970055,0.0000026262462,0.0000778235,0.000100822195,0.000023974919,0.00009419117],"domain_scores_gemma":[0.9996775,0.000021272372,0.00003727063,0.00023380046,0.000014344589,0.000015821452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058241447,0.000069252514,0.00008345134,0.000018317458,0.0000746057,0.000019512285,0.00006606493,0.000048668895,0.0000019196937],"category_scores_gemma":[0.000010080007,0.000053041713,0.000013829468,0.000016163876,0.00004087541,0.000032094882,0.000027720766,0.000028537765,0.000001433941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009684639,0.00001893815,0.0014781806,0.0000743227,0.0000067166416,5.239003e-8,0.00015382655,5.3928244e-7,0.98376703,0.00057010516,0.00047559943,0.013445027],"study_design_scores_gemma":[0.00028407335,0.00002656262,0.005380007,0.000011032494,0.0000068296818,7.360425e-7,0.000072518036,0.002027326,0.9882971,0.00025165305,0.0035775786,0.00006455371],"about_ca_topic_score_codex":0.000009061914,"about_ca_topic_score_gemma":0.0000021497049,"teacher_disagreement_score":0.0133804735,"about_ca_system_score_codex":0.000005505371,"about_ca_system_score_gemma":0.000001866553,"threshold_uncertainty_score":0.21629784},"labels":[],"label_agreement":null},{"id":"W2613451257","doi":"10.1039/c7lc00259a","title":"A dynamic strategy for wavelength sensing using the diffracted orders of a grating","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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; Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grating; Diffraction; Blazed grating; Optics; Diffraction grating; Wavelength; Acousto-optics; Materials science; Physics","score_opus":0.022134414070043237,"score_gpt":0.2680948091455513,"score_spread":0.24596039507550804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613451257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258703,0.00015249655,0.0063509108,0.00012349119,0.00008874244,0.0001600142,0.000010688613,0.00027172273,0.0002548859],"genre_scores_gemma":[0.9973295,0.00002709858,0.002547195,0.000017434983,0.000016426266,0.0000028756147,0.000002468771,0.000027738695,0.000029315015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994575,0.0000100706875,0.00013632778,0.00010828475,0.00005843231,0.0002294065],"domain_scores_gemma":[0.99941206,0.00008764971,0.00008512164,0.00037479898,0.000027892236,0.000012500665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012234651,0.00011290074,0.00013746457,0.000043138283,0.00027115928,0.00005602174,0.00019302683,0.000075506825,6.9517307e-7],"category_scores_gemma":[0.00020707064,0.00008390496,0.0000473635,0.000049029717,0.0000644797,0.000043706812,0.000023467823,0.00018330809,4.237844e-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":[0.000013438538,0.000010484603,0.00006032905,0.000082236926,0.000056214976,0.0000021237101,0.00027344632,0.00071002246,0.8800473,0.001261412,0.000059082307,0.11742386],"study_design_scores_gemma":[0.0009689279,0.00018920333,0.0019408434,0.00038103558,0.00006235252,0.000023870392,0.0012430454,0.4851574,0.5051944,0.00400607,0.0004432051,0.0003896444],"about_ca_topic_score_codex":0.0000536249,"about_ca_topic_score_gemma":0.000046664783,"teacher_disagreement_score":0.48444736,"about_ca_system_score_codex":0.000033572942,"about_ca_system_score_gemma":0.00001757698,"threshold_uncertainty_score":0.3421545},"labels":[],"label_agreement":null},{"id":"W2614021311","doi":"10.1039/c7lc00356k","title":"Thermal scribing to prototype plastic microfluidic devices, applied to study the formation of neutrophil extracellular traps","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":20,"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 Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Graham Foundation","keywords":"Microfluidics; Neutrophil extracellular traps; Nanotechnology; Thermal; Materials science; Extracellular; Cell biology; Biology; Immunology; Physics","score_opus":0.021981759134074894,"score_gpt":0.22960963611584792,"score_spread":0.20762787698177304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614021311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632907,0.00004895579,0.0016495815,0.00011614311,0.00011264627,0.0008656661,0.000003578627,0.00004664152,0.00082768843],"genre_scores_gemma":[0.99970585,0.000002908603,0.00006120156,0.000051549814,0.00007765271,0.00006120592,7.53309e-7,0.000017482333,0.000021399905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942935,0.000015493973,0.0001652192,0.00011242908,0.00012805966,0.0001494501],"domain_scores_gemma":[0.99956685,0.000021837966,0.000034650762,0.00030191007,0.000018094073,0.000056628003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350863,0.00010510752,0.000118919466,0.00004914654,0.00016803727,0.00006516493,0.00018838253,0.000037757804,0.0000138577125],"category_scores_gemma":[0.00002257683,0.000073752824,0.00003160564,0.000080021455,0.000012573017,0.0000519848,0.000024480474,0.00011955999,0.000087396205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019130092,0.0001207883,0.00016124581,0.0000822509,0.00004581633,0.0000038380886,0.0013386661,0.0036008223,0.96627414,0.00060070516,0.000084197716,0.027496243],"study_design_scores_gemma":[0.0015054268,0.0013707597,0.15972307,0.00017673566,0.00012434363,0.0000034912603,0.0006108919,0.022975182,0.80718946,0.00008314129,0.005704899,0.00053261744],"about_ca_topic_score_codex":0.000012755271,"about_ca_topic_score_gemma":0.000015609054,"teacher_disagreement_score":0.15956183,"about_ca_system_score_codex":0.000018348781,"about_ca_system_score_gemma":0.0000030845126,"threshold_uncertainty_score":0.3007553},"labels":[],"label_agreement":null},{"id":"W2614983887","doi":"10.1039/c7lc00286f","title":"Microfluidic-based high-throughput optical trapping of nanoparticles","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":30,"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":"National Heart, Lung, and Blood Institute; NIH Office of the Director; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Science Foundation","keywords":"Optical tweezers; Microfluidics; Nanoparticle; Tweezers; Nanotechnology; Materials science; Trapping; Throughput; Optofluidics; Optics; Computer science; Physics","score_opus":0.015994343049474787,"score_gpt":0.2537190076322545,"score_spread":0.23772466458277974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614983887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872345,0.00005641028,0.0004586026,0.00094814505,0.00017106684,0.00010418215,0.000031183212,0.000019282768,0.010976628],"genre_scores_gemma":[0.9984596,0.000002283949,0.0010107795,0.00008255202,0.0001625,0.0000087609005,0.00000919128,0.00001713458,0.00024721585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999247,0.000017938082,0.00018155847,0.00018208189,0.00015075188,0.00022065734],"domain_scores_gemma":[0.99922216,0.000044059085,0.00012012007,0.00051533495,0.0000307689,0.00006757635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009086024,0.0001228291,0.00017982406,0.000025126772,0.00016756792,0.000071365714,0.0002620715,0.0000305419,0.00019426034],"category_scores_gemma":[0.000014741935,0.000110545036,0.00009035192,0.000032172138,0.00015206046,0.000075716074,0.00006134772,0.00009987701,0.00008165924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008289386,0.00086328894,0.024308376,0.000056279983,0.00011836317,0.000009679807,0.0002239501,0.0000326814,0.5196151,0.4401634,0.001723825,0.012802163],"study_design_scores_gemma":[0.00089597085,0.00015175431,0.014594788,0.000070196846,0.000026579695,2.1945789e-7,0.00005167768,0.00013110036,0.97613275,0.005402987,0.0023760765,0.00016589768],"about_ca_topic_score_codex":0.000081280064,"about_ca_topic_score_gemma":9.641013e-7,"teacher_disagreement_score":0.45651764,"about_ca_system_score_codex":0.000011808455,"about_ca_system_score_gemma":0.00003345183,"threshold_uncertainty_score":0.45078957},"labels":[],"label_agreement":null},{"id":"W2621842261","doi":"10.1039/c6lc01554a","title":"Organ-on-a-chip devices advance to market","year":2017,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":426,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Heart and Stroke Foundation; University Health Network; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research","keywords":"Chip; Organ-on-a-chip; Business; Engineering; Nanotechnology; Telecommunications; Materials science; Microfluidics","score_opus":0.07370232187501133,"score_gpt":0.38701135595527564,"score_spread":0.31330903408026434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621842261","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":[0.000024037668,0.86946875,0.000039542643,0.00011093036,0.0009597298,0.0007228317,0.000076653145,0.000385484,0.12821205],"genre_scores_gemma":[0.00009162923,0.9910858,0.00077346666,0.00019473696,0.0006673321,0.00015769294,0.000028900291,0.00019569347,0.0068047047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973878,0.00013972766,0.00045598883,0.0005754576,0.0007153431,0.0007256815],"domain_scores_gemma":[0.9968427,0.0010559458,0.00011104029,0.0015138164,0.000040722516,0.00043577148],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000786729,0.0005452463,0.0011970082,0.00033275218,0.00012675134,0.00017358623,0.0016469697,0.00039004732,0.00095264753],"category_scores_gemma":[0.0022263937,0.00043875954,0.00024009182,0.00036549318,0.0000673563,0.00005226044,0.00026042943,0.0012543005,0.005756545],"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":[0.0000056359763,0.000021599812,0.0000054650004,0.0112310145,0.00007697556,0.000040893927,0.000015063885,0.000005026255,0.0000010028449,0.00017513453,0.018379727,0.97004247],"study_design_scores_gemma":[0.00009482397,0.00005970522,0.00010363999,0.017749691,0.00003625714,0.000009270636,0.000001077862,0.000026307656,0.0000108448085,0.000042160136,0.9814339,0.0004323136],"about_ca_topic_score_codex":0.0000057721204,"about_ca_topic_score_gemma":0.00001402851,"teacher_disagreement_score":0.96961015,"about_ca_system_score_codex":0.00021128304,"about_ca_system_score_gemma":0.00011942352,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W2625390550","doi":"10.1039/c7lc00440k","title":"Pre-concentration by liquid intake by paper (P-CLIP): a new technique for large volumes and digital microfluidics","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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 Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Connaught Fund; Johns Hopkins University; Abbott Laboratories; Bill and Melinda Gates Foundation","keywords":"Microfluidics; Microchannel; Analyte; Nanotechnology; Interface (matter); Digital polymerase chain reaction; Digital microfluidics; Chromatography; Materials science; Computer science; Chemistry; Optoelectronics; Electrowetting; Bubble","score_opus":0.006257895259026813,"score_gpt":0.21614270203452296,"score_spread":0.20988480677549615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625390550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9375083,0.0012224888,0.056749556,0.000937255,0.00024531345,0.0007178612,0.00043250437,0.00029154244,0.0018952113],"genre_scores_gemma":[0.99816376,0.00016222916,0.00011004175,0.0001394351,0.000105739826,0.000019325553,0.000032526787,0.000022333188,0.0012445998],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999515,0.000003844697,0.00011050389,0.0001423258,0.000056075805,0.0001722285],"domain_scores_gemma":[0.999709,0.0000144570395,0.000027531787,0.00015799515,0.0000117606805,0.00007923115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046242385,0.00010773598,0.00010367499,0.000010945966,0.0001100124,0.00018902661,0.00007047001,0.00011666245,0.000013412911],"category_scores_gemma":[0.000047533784,0.00009981677,0.000035768928,0.000018956795,0.000020268968,0.00019695926,0.000014518439,0.00009928519,0.0000066293187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006690905,0.000029570945,0.000150658,0.000045302953,0.000020759193,4.2836868e-7,0.00005389554,7.681411e-7,0.95123094,0.00038263694,0.04039736,0.0076207533],"study_design_scores_gemma":[0.0007496293,0.00031332648,0.00049314264,0.00007042556,0.000018203657,0.0000033403678,0.0000089761625,0.004675114,0.72450835,0.0003990604,0.2684984,0.00026202074],"about_ca_topic_score_codex":0.0000149855505,"about_ca_topic_score_gemma":0.0000083456425,"teacher_disagreement_score":0.22810103,"about_ca_system_score_codex":0.000019516552,"about_ca_system_score_gemma":0.0000057704087,"threshold_uncertainty_score":0.40704095},"labels":[],"label_agreement":null},{"id":"W2626646164","doi":"10.1039/c7lc00488e","title":"Thermoplastic elastomer with advanced hydrophilization and bonding performances for rapid (30 s) and easy molding of microfluidic devices","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Hydrophilization; Thermoplastic; Thermoplastic elastomer; Molding (decorative); Materials science; Elastomer; Microfluidics; Composite material; Thermoplastic composites; Polymer science; Polymer; Nanotechnology; Copolymer","score_opus":0.00746227882003827,"score_gpt":0.21367480105698447,"score_spread":0.2062125222369462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626646164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97083306,0.027542606,0.00079656084,0.000024940011,0.000024495035,0.0002116159,0.000009654032,0.000034792258,0.0005222446],"genre_scores_gemma":[0.9732316,0.02649619,0.00012725327,0.000018158127,0.00002706877,0.000041814248,0.000005780273,0.000023442162,0.000028668397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995389,0.000005107878,0.00011253685,0.00014261264,0.00006106062,0.00013977387],"domain_scores_gemma":[0.999674,0.000035724857,0.00006440284,0.00016790244,0.000020806652,0.00003713866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005976158,0.000113654234,0.00013914821,0.000054448246,0.00022694681,0.000038586648,0.00008301353,0.000036058085,0.000014251246],"category_scores_gemma":[0.000009513467,0.000093156326,0.000014106752,0.000040920073,0.00006271368,0.00010963322,0.000014187943,0.00004897402,0.0000014361684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006880636,0.000012871489,0.0030926531,0.0002908641,0.00004850295,3.6765533e-7,0.00024245815,0.00004215443,0.98174435,0.0029871864,0.00030230937,0.011167493],"study_design_scores_gemma":[0.0025075546,0.000774404,0.050087772,0.0005803769,0.00014742828,0.000027489157,0.00021711669,0.013203374,0.8936319,0.00035520532,0.037823167,0.0006442445],"about_ca_topic_score_codex":0.0000020437697,"about_ca_topic_score_gemma":0.000001593761,"teacher_disagreement_score":0.088112466,"about_ca_system_score_codex":0.00001115551,"about_ca_system_score_gemma":0.0000074554173,"threshold_uncertainty_score":0.37988046},"labels":[],"label_agreement":null},{"id":"W2725515858","doi":"10.1039/c7lc00629b","title":"Magnetically manipulated droplet splitting on a 3D-printed device to carry out a complexometric assay","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":20,"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; CMC Microsystems","keywords":"Pipette; Microfluidics; Complexometric titration; Digital microfluidics; Wetting; Nanotechnology; Analytical Chemistry (journal); Materials science; Chemistry; Drop (telecommunication); Composite material; Titration; Optoelectronics; Mechanical engineering; Chromatography; Engineering","score_opus":0.029885105232508615,"score_gpt":0.26626343110422634,"score_spread":0.23637832587171773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725515858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745555,0.00022376499,0.00087890733,0.0009707235,0.00032756812,0.00024616913,0.000011334865,0.0017019213,0.0210841],"genre_scores_gemma":[0.99656254,0.000026260523,0.0022950172,0.00035577337,0.00006911408,0.000023191538,0.0000066649964,0.00006046856,0.0006009972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986496,0.000031726144,0.0002479806,0.00033812615,0.0001996467,0.00053293415],"domain_scores_gemma":[0.9987328,0.0001717838,0.0000563141,0.0008905562,0.000045880803,0.0001026328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029320337,0.00025540183,0.00027646872,0.0003526182,0.00022179242,0.00015322327,0.00060832896,0.00016295894,0.0000431158],"category_scores_gemma":[0.0012752227,0.00024578898,0.000059837348,0.00027588382,0.000040766172,0.000037787115,0.00013469177,0.00048784784,0.0005483903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011140131,0.00016941945,0.0033412036,0.00023313935,0.00017790929,0.00018135476,0.00072010804,0.0003241158,0.7361777,0.007587468,0.009725726,0.24125047],"study_design_scores_gemma":[0.003311176,0.0022046226,0.15891573,0.0013907393,0.00013216055,0.00007734666,0.0002817188,0.0093674185,0.708015,0.0010386164,0.112790205,0.0024752629],"about_ca_topic_score_codex":0.000065596396,"about_ca_topic_score_gemma":0.000044732362,"teacher_disagreement_score":0.23877521,"about_ca_system_score_codex":0.00011721193,"about_ca_system_score_gemma":0.000012867097,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2734387903","doi":"10.1039/c7lc00301c","title":"Microfluidic and nanofluidic phase behaviour characterization for industrial CO<sub>2</sub>, oil and gas","year":2017,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":117,"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 Public Health; University of New Brunswick; Alberta Hospital Edmonton","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Characterization (materials science); Gas phase; Nanotechnology; Materials science; Phase (matter); Engineering; Petroleum engineering; Chemistry; Organic chemistry","score_opus":0.06336806763660624,"score_gpt":0.32484861629668654,"score_spread":0.2614805486600803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734387903","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":[0.022240767,0.9746966,0.00016147943,0.000011376884,0.00053979596,0.00063257146,0.0010460294,0.00041287715,0.00025852432],"genre_scores_gemma":[0.00015678427,0.9974641,0.000048185506,0.000021650096,0.00040783305,0.00048991607,0.0010723531,0.00017384542,0.00016530337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985399,0.000058922862,0.00048585207,0.00044698664,0.00013516904,0.0003331496],"domain_scores_gemma":[0.9990379,0.000118589465,0.00024499386,0.00043675007,0.00003124571,0.00013050144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025602934,0.0005385398,0.001164331,0.00024943706,0.00013615596,0.00018033198,0.00021537981,0.0007141035,0.000005700724],"category_scores_gemma":[0.00010502232,0.00052396685,0.00016900683,0.000081388156,0.00006186717,0.0001696444,0.000043047403,0.00045136767,0.000011745168],"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":[0.000016310561,0.00003098946,0.0000029488906,0.0039072484,0.000054102733,0.0000061632345,0.000017755414,6.0581713e-9,0.022439836,0.000019045092,0.0016213607,0.97188425],"study_design_scores_gemma":[0.0009452935,0.00020938627,0.000004731918,0.008647868,0.0003239537,0.00003486311,6.9928547e-7,0.0000046098994,0.047414035,0.000020579135,0.9418489,0.0005450942],"about_ca_topic_score_codex":0.0000020968707,"about_ca_topic_score_gemma":0.0000013418999,"teacher_disagreement_score":0.97133917,"about_ca_system_score_codex":0.0001132308,"about_ca_system_score_gemma":0.00007461686,"threshold_uncertainty_score":0.99972117},"labels":[],"label_agreement":null},{"id":"W2745017788","doi":"10.1039/c7lc00653e","title":"Microparticle parking and isolation for highly sensitive microRNA detection","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":22,"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":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; Samsung; National Institutes of Health","keywords":"Microfluidics; Microparticle; Dispersity; Nanotechnology; Particle (ecology); Chemistry; Materials science; Biological system; Chromatography; Chemical engineering","score_opus":0.015437441956714051,"score_gpt":0.24431118020340917,"score_spread":0.2288737382466951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745017788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7466865,0.000033668908,0.25132456,0.00015121387,0.00020001727,0.00020801081,0.000013164001,0.0001720755,0.001210727],"genre_scores_gemma":[0.9982077,0.0000054767916,0.0014477952,0.00011876702,0.00007898213,0.00002293688,0.00001175382,0.000021330357,0.000085240084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956167,0.0000062552385,0.0001286269,0.00013025748,0.00003764967,0.00013556055],"domain_scores_gemma":[0.999662,0.000021102354,0.000057969366,0.00017947367,0.000066188884,0.000013311081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561367,0.000096312026,0.000086949134,0.00005390346,0.00024100098,0.0000753648,0.000054781707,0.000059468806,0.000001491487],"category_scores_gemma":[0.00004032865,0.000098970166,0.000018090353,0.000052892297,0.000043505046,0.0001282853,0.000017430471,0.00008432085,0.0000073367714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025277946,0.000005619734,0.00014205532,0.000022350236,0.000012223993,5.916099e-7,0.00013738198,0.0000027376,0.9640667,0.0021750971,0.00037469753,0.033035267],"study_design_scores_gemma":[0.0003542779,0.00005469723,0.007643081,0.00003299379,0.0000075482876,0.0000058207,0.000023081046,0.0034027228,0.9824464,0.0006831865,0.005226982,0.00011925622],"about_ca_topic_score_codex":0.000007806006,"about_ca_topic_score_gemma":0.0000019325375,"teacher_disagreement_score":0.25152117,"about_ca_system_score_codex":0.00005096317,"about_ca_system_score_gemma":0.0000044525545,"threshold_uncertainty_score":0.40358862},"labels":[],"label_agreement":null},{"id":"W2748472236","doi":"10.1039/c7lc00751e","title":"Reply to the ‘Comment on “Towards a personalized approach to aromatase inhibitor therapy: a digital microfluidic platform for rapid analysis of estradiol in core-needle-biopsies”’ by P. E. Lønning, <i>Lab Chip</i>, 2017, <b>17</b>, DOI: 10.1039/C7LC00617A","year":2017,"lang":"en","type":"letter","venue":"Lab on a Chip","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","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; Lunenfeld-Tanenbaum Research Institute; Toronto Public Health; Mount Sinai Hospital","funders":"","keywords":"Aromatase inhibitor; Aromatase; Letrozole; Core (optical fiber); Lab-on-a-chip; Microfluidics; Medicine; Internal medicine; Computer science; Computational biology; Nanotechnology; Medical physics; Pharmacology; Biology; Materials science; Breast cancer; Telecommunications; Cancer","score_opus":0.03434480690896418,"score_gpt":0.28865891996010395,"score_spread":0.25431411305113977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748472236","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2704489,0.004523381,0.008217928,0.65154743,0.00040666296,0.015638422,0.04107374,0.00031202793,0.007831514],"genre_scores_gemma":[0.08880505,0.00094404217,0.0074615018,0.8423564,0.0025124266,0.002844537,0.04463589,0.00035667987,0.010083461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972108,0.0000443273,0.00060766237,0.0011813367,0.00036734657,0.0005885141],"domain_scores_gemma":[0.99718523,0.00006952149,0.000499192,0.0019927276,0.00011178862,0.00014155351],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032674958,0.0006554998,0.00083597936,0.00029941162,0.00023188439,0.0001491589,0.0009972601,0.00057542784,0.000013493047],"category_scores_gemma":[0.00011981945,0.00049015053,0.00058428466,0.00037755806,0.00017854494,0.000009799514,0.00019817826,0.0005566235,0.0000100597335],"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":[0.0007950282,0.0002991499,0.0000118884755,0.00003873706,0.00045977236,0.000005629059,0.00013862815,0.000013402662,0.042487804,0.000024650919,0.9534674,0.0022578626],"study_design_scores_gemma":[0.0009896798,0.0010551933,0.000040701827,0.00011430712,0.00015697147,0.000011043584,0.000035905072,0.00007008851,0.056553166,0.000050428825,0.9403657,0.00055686024],"about_ca_topic_score_codex":0.00012828449,"about_ca_topic_score_gemma":0.0000045494153,"teacher_disagreement_score":0.19080897,"about_ca_system_score_codex":0.000097300384,"about_ca_system_score_gemma":0.00009836473,"threshold_uncertainty_score":0.999755},"labels":[],"label_agreement":null},{"id":"W2751903978","doi":"10.1039/c7lc00826k","title":"Image-based feedback and analysis system for digital microfluidics","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Microfluidics; Digital microfluidics; Computer science; Digital imaging; Digital image analysis; Digital image; Engineering; Nanotechnology; Image (mathematics); Artificial intelligence; Computer vision; Image processing; Materials science; Electrical engineering","score_opus":0.008146915618690206,"score_gpt":0.21487644992205054,"score_spread":0.20672953430336033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751903978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825974,0.0015010166,0.011719118,0.00029365183,0.0001179802,0.00017594216,0.000137347,0.001099835,0.0023576762],"genre_scores_gemma":[0.9984736,0.000045627396,0.0012343001,0.000021992424,0.00003195333,0.000020563444,0.000021846494,0.00002554241,0.00012459145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994222,0.0000036871654,0.00011725531,0.00017366308,0.00005531785,0.00022790277],"domain_scores_gemma":[0.99938875,0.00004971589,0.0000403802,0.00046100226,0.000024159759,0.00003598015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000810916,0.00013475337,0.00020095272,0.00011731323,0.00018519466,0.0002822088,0.00021462464,0.00008953341,0.0000012595594],"category_scores_gemma":[0.00008108903,0.00012414038,0.0000897772,0.000079519916,0.000065288485,0.00007840137,0.000025688923,0.00009665197,0.0000124730705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007741548,0.00005063336,0.009474284,0.00085155584,0.00096916506,0.000021261427,0.00011658932,0.00003993801,0.8981356,0.0019063152,0.012945574,0.07541168],"study_design_scores_gemma":[0.0010183938,0.00011739369,0.004727264,0.000110433,0.000250583,0.000005465043,0.00008765349,0.0035958497,0.97941047,0.00011094252,0.010210231,0.00035530273],"about_ca_topic_score_codex":0.000006605007,"about_ca_topic_score_gemma":0.0000018138486,"teacher_disagreement_score":0.0812749,"about_ca_system_score_codex":0.000041971136,"about_ca_system_score_gemma":0.0000085416805,"threshold_uncertainty_score":0.50622976},"labels":[],"label_agreement":null},{"id":"W2762002067","doi":"10.1039/c7lc00649g","title":"A tuneable microfluidic system for long duration chemotaxis experiments in a 3D collagen matrix","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Canadian Nautical Research Society","funders":"H2020 European Research Council; Fondation Pierre-Gilles de Gennes pour la recherche; Infrastructures en Biologie Santé et Agronomie; Agence Nationale de la Recherche; European Molecular Biology Organization","keywords":"Chemotaxis; Cell migration; Homogeneous; Microfluidics; Matrix (chemical analysis); Cell; Biophysics; Chemistry; Cell biology; Biology; Nanotechnology; Materials science; Physics; Receptor; Genetics","score_opus":0.02989476955184181,"score_gpt":0.3192803743500313,"score_spread":0.28938560479818953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762002067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991843,0.00045246354,0.0013766041,0.00015445173,0.00037194556,0.0006565874,0.0000116904075,0.00016308902,0.0049701966],"genre_scores_gemma":[0.9977765,0.000033460023,0.0009945206,0.000012819536,0.000107479726,0.00018126665,0.000008402167,0.000035302146,0.0008502486],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99898666,0.000021839447,0.00022322364,0.00019502909,0.0002316497,0.0003416028],"domain_scores_gemma":[0.9993257,0.00007300474,0.000042654094,0.00044055152,0.000029062021,0.000089048845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043425176,0.000117802876,0.00016737767,0.000100333535,0.00013792451,0.00014485806,0.00033683673,0.00010819106,0.00003600159],"category_scores_gemma":[0.00028143442,0.000116534204,0.000037845093,0.00008407938,0.000033638156,0.00008221232,0.00006756366,0.00009460662,0.00013968619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031203448,0.00020960835,0.016186258,0.003444542,0.0001390146,0.00011836151,0.0014946101,0.00018134157,0.9485284,0.0010175126,0.011527932,0.016840396],"study_design_scores_gemma":[0.003051466,0.00013089507,0.031099327,0.0008452862,0.000009431971,0.000010136258,0.00013753034,0.044130113,0.907788,0.000049519418,0.012348357,0.00039992944],"about_ca_topic_score_codex":0.00006911326,"about_ca_topic_score_gemma":0.000012682482,"teacher_disagreement_score":0.043948773,"about_ca_system_score_codex":0.0002488823,"about_ca_system_score_gemma":0.000028076067,"threshold_uncertainty_score":0.4752127},"labels":[],"label_agreement":null},{"id":"W2763229280","doi":"10.1039/c7lc00786h","title":"A microfluidic device for partial immobilization, chemical exposure and behavioural screening of zebrafish larvae","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fondation Brain Canada","keywords":"Zebrafish; Microfluidics; Nanotechnology; Chemistry; Biology; Biochemistry; Materials science","score_opus":0.029897486214991217,"score_gpt":0.3127587278763953,"score_spread":0.2828612416614041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763229280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963668,0.00048761707,0.0017451361,0.00081436156,0.000022992977,0.00034019942,0.000108172964,0.000008087912,0.000106642394],"genre_scores_gemma":[0.99809307,0.0001263998,0.0009904031,0.0002180729,0.00012999048,0.00011879398,0.00021106894,0.00001704131,0.00009516498],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991862,0.000022312113,0.00016768895,0.00027980082,0.00013677025,0.00020723425],"domain_scores_gemma":[0.99921274,0.000029510487,0.000099067016,0.0004138441,0.00011144478,0.00013336343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019705044,0.00009574107,0.00011933084,0.000022213128,0.000159544,0.00004346661,0.00028105782,0.00013358149,0.000011563711],"category_scores_gemma":[0.0006604949,0.00008967069,0.000055032273,0.00003189872,0.00023703628,0.0000052962305,0.00014465801,0.000072705756,0.0000018002886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001299663,0.00008089934,0.00903381,0.00002723519,0.000023032671,4.821384e-7,0.000017858169,8.293022e-8,0.983022,0.00023925246,0.0035466151,0.0038787934],"study_design_scores_gemma":[0.001153308,0.00027113047,0.021296808,0.00002869427,0.000017522952,0.0000035439643,0.000017234115,0.000041614374,0.9569901,0.00008967938,0.019976042,0.00011431985],"about_ca_topic_score_codex":0.000027305727,"about_ca_topic_score_gemma":0.000014115117,"teacher_disagreement_score":0.02603187,"about_ca_system_score_codex":0.0000051040347,"about_ca_system_score_gemma":0.000049730166,"threshold_uncertainty_score":0.36566645},"labels":[],"label_agreement":null},{"id":"W2765099759","doi":"10.1039/c7lc00537g","title":"A microfluidic microinjector for toxicological and developmental studies in Drosophila embryos","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","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":"McMaster University","funders":"","keywords":"Drosophila (subgenus); Embryo; Biology; Microfluidics; Cell biology; Genetics; Nanotechnology; Materials science; Gene","score_opus":0.04828547215195121,"score_gpt":0.3371803815829927,"score_spread":0.28889490943104146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765099759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951742,0.003601208,0.0000058749856,0.00020046333,0.00020341648,0.00024891805,0.000030222473,0.0000073173214,0.000528335],"genre_scores_gemma":[0.9968695,0.0012879523,0.0001961486,0.00077001273,0.00016497148,0.00010169975,0.00001502594,0.0000113748665,0.00058332476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993495,0.000023319628,0.00011836006,0.00029357593,0.00004275042,0.00017251277],"domain_scores_gemma":[0.9996674,0.000019857933,0.000055047727,0.00017709703,0.00002540214,0.000055217384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008356133,0.000121532496,0.00013272258,0.000024671408,0.00025612683,0.000042848817,0.0001235412,0.00009424869,0.000007311423],"category_scores_gemma":[0.0002726513,0.00009866567,0.000050779545,0.000013342682,0.00012587807,0.0000032049834,0.00015154039,0.00004963229,0.0000051838456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026565042,0.00011162261,0.0106304595,0.00003691803,0.000037427253,0.000006923967,0.000075951466,3.8144563e-7,0.9687992,0.00011349738,0.019183798,0.00073822204],"study_design_scores_gemma":[0.0034045512,0.001547257,0.084887974,0.00013330141,0.000017389635,0.000045317433,0.0002465647,0.0000054829347,0.86116546,0.0013366384,0.04675347,0.00045658764],"about_ca_topic_score_codex":0.00000636725,"about_ca_topic_score_gemma":0.00002585002,"teacher_disagreement_score":0.10763368,"about_ca_system_score_codex":0.000016391596,"about_ca_system_score_gemma":0.000032116404,"threshold_uncertainty_score":0.4023469},"labels":[],"label_agreement":null},{"id":"W2765876579","doi":"10.1039/c7lc00825b","title":"Enrichment of magnetic particles using temperature and magnetic field gradients induced by benchtop fabricated micro-electromagnets","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Electromagnet; Magnetic field; Magnetic nanoparticles; Materials science; Microsystem; Magnetic separation; Thermal; Magnet; Nuclear magnetic resonance; Nanotechnology; Physics; Mechanical engineering; Engineering; Nanoparticle; Metallurgy","score_opus":0.01252613806084421,"score_gpt":0.21903319674305388,"score_spread":0.20650705868220967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765876579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399453,0.005039172,0.000007668216,0.00029120097,0.00010802599,0.00015145428,0.0000122189895,0.00015615374,0.0002395886],"genre_scores_gemma":[0.99867874,0.0005060431,0.0006211033,0.000075423945,0.000016396143,0.0000032859098,0.000004198488,0.000018153636,0.000076650926],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921566,0.000015651212,0.0001797861,0.00020543317,0.00010387483,0.0002795976],"domain_scores_gemma":[0.99942726,0.000026947966,0.00005464825,0.00041773813,0.000022039849,0.000051371986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056639154,0.00017895126,0.00019936473,0.00006657128,0.00012938236,0.000072116156,0.00021595962,0.00016926398,0.00001990394],"category_scores_gemma":[0.000055019074,0.00015786597,0.000029669329,0.00008173201,0.000075866286,0.000047196638,0.000069919035,0.00019442698,0.0000038418925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011869125,0.00003341736,0.001547662,0.0000363052,0.000010841059,0.0000051320217,0.00008603566,0.0000010800877,0.9806713,0.000046947167,0.0020657582,0.015483692],"study_design_scores_gemma":[0.00045534686,0.0006648604,0.013469439,0.00007872382,0.000029059689,0.000012796021,0.00003391188,0.00054073177,0.9837617,0.00020660504,0.0005373351,0.00020947844],"about_ca_topic_score_codex":0.000068123016,"about_ca_topic_score_gemma":0.0000059146264,"teacher_disagreement_score":0.015274214,"about_ca_system_score_codex":0.000023554336,"about_ca_system_score_gemma":0.00000788888,"threshold_uncertainty_score":0.6437588},"labels":[],"label_agreement":null},{"id":"W2769549860","doi":"10.1039/c7lc00795g","title":"A compartmentalized microfluidic chip with crisscross microgrooves and electrophysiological electrodes for modeling the blood–retinal barrier","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":85,"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 of Nutrition, Metabolism and Diabetes","funders":"Ministerio de Economía y Competitividad; Fundació la Marató de TV3","keywords":"Electrophysiology; Microfluidics; Retinal; Electrode; Blood–retinal barrier; Nanotechnology; Materials science; Biophysics; Chemistry; Neuroscience; Biology","score_opus":0.038873134602689534,"score_gpt":0.2845390153492,"score_spread":0.24566588074651047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769549860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826366,0.00016356171,0.0002538985,0.000633115,0.000072434144,0.00043259948,0.00001704583,0.00007221163,0.00009145803],"genre_scores_gemma":[0.9978228,0.00020000184,0.00011162646,0.0015231784,0.000080176585,0.0000712545,0.0000012231967,0.000024220066,0.00016551321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853647,0.000053924436,0.00014658619,0.00055972737,0.00017610313,0.0005272209],"domain_scores_gemma":[0.999256,0.00015148387,0.00008154801,0.00039929428,0.000015528678,0.00009614213],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001184461,0.00022945559,0.00021656552,0.0000341618,0.001361304,0.0003963074,0.0005147998,0.000039621085,0.000004518105],"category_scores_gemma":[0.00017950311,0.00013212678,0.000066105415,0.000074424854,0.00035925204,0.00016664511,0.000083567254,0.00023105362,0.0000033772253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042171922,0.00005075373,0.00009256183,0.000010944052,0.0000039553224,0.000011933095,0.000050305047,0.00003177088,0.9968198,0.0023698108,0.000031110892,0.0001053696],"study_design_scores_gemma":[0.00095837674,0.00090221164,0.00060643867,0.000024873809,0.000021545184,0.00009924892,0.000009825205,0.007648097,0.98844206,0.0005814445,0.00050835323,0.0001975349],"about_ca_topic_score_codex":0.000007332411,"about_ca_topic_score_gemma":0.000002029318,"teacher_disagreement_score":0.008377715,"about_ca_system_score_codex":0.000010070657,"about_ca_system_score_gemma":0.000021022923,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W2769824046","doi":"10.1039/c7lc00675f","title":"Geo-material surface modification of microchips using layer-by-layer (LbL) assembly for subsurface energy and environmental applications","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation; CMC Microsystems; University of Calgary","keywords":"Microfluidics; Surface modification; Layer (electronics); Layer by layer; Nanotechnology; Materials science; Engineering; Mechanical engineering","score_opus":0.04664207115271388,"score_gpt":0.28158526852466326,"score_spread":0.23494319737194938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769824046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99142945,0.00010306907,0.0063942946,0.00017194422,0.00017446895,0.00043697958,0.0010360213,0.000040389266,0.00021339027],"genre_scores_gemma":[0.99604195,0.000050788294,0.003239871,0.00008402312,0.00005117033,0.000052949094,0.00014050232,0.000031320895,0.0003074052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986116,0.00008477367,0.00033296185,0.00048859644,0.00021656719,0.0002654523],"domain_scores_gemma":[0.9986882,0.000088094304,0.00032636584,0.00075554027,0.00003662267,0.00010513694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034522818,0.0002039854,0.0002669836,0.000032665743,0.00058946037,0.00017588733,0.00038825703,0.00013174227,0.00007818094],"category_scores_gemma":[0.00002917224,0.00020038777,0.000057892357,0.0000337692,0.00020474495,0.00020962302,0.000081098326,0.00005183639,0.00001876736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010971128,0.00015188163,0.0005365378,0.000022701315,0.000007815425,1.6102906e-7,0.00014690067,0.0003705822,0.9974038,0.0008816781,0.00011599555,0.0002522248],"study_design_scores_gemma":[0.00058406865,0.000047152564,0.0011463952,0.000012927264,0.000022092023,0.0000023090356,0.000085902444,0.006191456,0.98681796,0.00019956907,0.004673557,0.00021660127],"about_ca_topic_score_codex":0.00036346118,"about_ca_topic_score_gemma":0.000023964443,"teacher_disagreement_score":0.010585841,"about_ca_system_score_codex":0.00006143642,"about_ca_system_score_gemma":0.00003039742,"threshold_uncertainty_score":0.8171576},"labels":[],"label_agreement":null},{"id":"W2769873246","doi":"10.1039/c7lc00970d","title":"Multi-size spheroid formation using microfluidic funnels","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":71,"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; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Mitacs; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Spheroid; Microfluidics; Nanotechnology; Chemistry; Funnel; Biophysics; Materials science; Biology; Biochemistry","score_opus":0.04194483469581206,"score_gpt":0.2563831183997801,"score_spread":0.21443828370396806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769873246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884529,0.0013313611,0.007252009,0.00014041559,0.00043495678,0.00013305437,0.000012352796,0.000797909,0.001445036],"genre_scores_gemma":[0.9920664,0.00040358398,0.007036733,0.00008291574,0.0000748934,0.0000021943033,0.000003414466,0.000029502846,0.00030035886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993386,0.000009904814,0.00016300195,0.00014245065,0.00008801121,0.000258014],"domain_scores_gemma":[0.99930006,0.000022144395,0.00005788833,0.000563464,0.000020502126,0.00003593089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096224285,0.00016251294,0.00015264786,0.00004248593,0.00026620677,0.00012080325,0.00028714642,0.00015087404,0.000042906853],"category_scores_gemma":[0.00010559059,0.00014646379,0.000053001466,0.00004459139,0.00007076468,0.0001823384,0.00007012268,0.00016983754,0.00019467295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067078945,0.000014964634,0.00023757514,0.00003804545,0.000011305806,0.000008071632,0.000092210554,0.00002110683,0.984771,0.00006453086,0.0074036755,0.0073308162],"study_design_scores_gemma":[0.0005779931,0.000027465776,0.004310043,0.00012223718,0.000013880607,0.000024401557,0.00008782062,0.0076012476,0.97482836,0.00015972657,0.011978597,0.0002682522],"about_ca_topic_score_codex":0.000029539886,"about_ca_topic_score_gemma":0.0000060968164,"teacher_disagreement_score":0.009942655,"about_ca_system_score_codex":0.000067756235,"about_ca_system_score_gemma":0.000007604621,"threshold_uncertainty_score":0.59726197},"labels":[],"label_agreement":null},{"id":"W2775008982","doi":"10.1039/c7lc01083d","title":"On-demand acoustic droplet splitting and steering in a disposable microfluidic chip","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Microfluidics; On demand; Chip; Microfluidic chip; Lab-on-a-chip; Nanotechnology; Engineering; Materials science; Computer science; Telecommunications","score_opus":0.011648018045779333,"score_gpt":0.24064508560800377,"score_spread":0.22899706756222443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775008982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974159,0.0003807331,0.01410709,0.0001230119,0.00020572562,0.00024856275,0.00001689079,0.00022712228,0.010531873],"genre_scores_gemma":[0.9990266,0.00008277894,0.00025630294,0.00022485515,0.00007988662,0.000028253417,0.0000147464725,0.000046825477,0.00023977197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990002,0.000013314583,0.0002805444,0.00025982416,0.00012495078,0.00032119703],"domain_scores_gemma":[0.9993632,0.000050978375,0.000069274996,0.00045300057,0.000026575792,0.00003695911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037848027,0.00021789805,0.00022688629,0.00017929348,0.00019027466,0.0001204609,0.00021945623,0.00010738043,0.00002121994],"category_scores_gemma":[0.00012164023,0.00021504951,0.000023963903,0.00015806676,0.00007791653,0.0001442753,0.00007471494,0.00034412637,0.00002435405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052949275,0.000060091308,0.0047369557,0.0002796222,0.00003376827,0.000048455015,0.0005143379,0.00008150715,0.9465824,0.031807814,0.0038527371,0.011949359],"study_design_scores_gemma":[0.0030098557,0.0003485968,0.11253054,0.0017328231,0.00003171079,0.000050018403,0.00018727596,0.009291011,0.8541042,0.00940611,0.008001993,0.0013058328],"about_ca_topic_score_codex":0.000021068581,"about_ca_topic_score_gemma":0.0000023195425,"teacher_disagreement_score":0.107793584,"about_ca_system_score_codex":0.00010349437,"about_ca_system_score_gemma":0.000012932723,"threshold_uncertainty_score":0.87694645},"labels":[],"label_agreement":null},{"id":"W2781135650","doi":"10.1039/c7lc01116d","title":"A programmable platform for sub-second multichemical dynamic stimulation and neuronal functional imaging in<i>C. elegans</i>","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"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":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Alberta Centre for Child, Family and Community Research","keywords":"Microfluidics; Stimulation; Neuroscience; Computer science; Biology; Nanotechnology; Materials science","score_opus":0.013425789738938142,"score_gpt":0.2514214173957247,"score_spread":0.23799562765678656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781135650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99635625,0.000113922804,0.0026693523,0.00018979581,0.00015352854,0.00031371455,0.000026013402,0.000011490662,0.00016591467],"genre_scores_gemma":[0.99781996,0.00001847236,0.001238316,0.00032743177,0.0001269098,0.00003836573,0.00015680464,0.000025348356,0.00024840873],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991524,0.000009749252,0.00014756508,0.00035021862,0.000093346345,0.00024669323],"domain_scores_gemma":[0.99950725,0.000017317458,0.000080185906,0.0002860439,0.000043188513,0.00006599797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270177,0.00014263675,0.000112114954,0.000031983076,0.00017895564,0.00010044628,0.000126114,0.00008929909,0.000008894682],"category_scores_gemma":[0.000083564264,0.0001462501,0.000046266512,0.000013592005,0.000088152745,0.0000109957655,0.00007131031,0.00009926684,0.0000027234091],"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":[0.00033941434,0.00014190345,0.042603754,0.000059243805,0.000019577104,0.000002731847,0.000115075934,0.00034825868,0.94716513,0.00015872059,0.00028957523,0.008756602],"study_design_scores_gemma":[0.005771304,0.0005048141,0.61609817,0.000041639574,0.000040917374,0.000032944274,0.00004001431,0.05767343,0.30596808,0.0019478153,0.011244448,0.00063641736],"about_ca_topic_score_codex":0.000012444842,"about_ca_topic_score_gemma":0.00021507294,"teacher_disagreement_score":0.641197,"about_ca_system_score_codex":0.000015850661,"about_ca_system_score_gemma":0.0000353865,"threshold_uncertainty_score":0.59639055},"labels":[],"label_agreement":null},{"id":"W2782564370","doi":"10.1039/c7lc01201b","title":"On-chip functional neuroimaging with mechanical stimulation in<i>Caenorhabditis elegans</i>larvae for studying development and neural circuits","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"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":"National Institutes of Health; University of Toronto; Emory University; Medical Research Council Canada; National Institute on Deafness and Other Communication Disorders; Wellcome Trust; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; Medical Research Council; Wellcome","keywords":"Caenorhabditis elegans; Neuroscience; Biological neural network; Neuroimaging; Stimulation; Biology; Computer science; Cognitive science; Psychology; Gene","score_opus":0.02475545574785761,"score_gpt":0.2404540054279223,"score_spread":0.2156985496800647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782564370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804753,0.000039137147,0.01858094,0.00020779601,0.00021060082,0.00033755423,0.000008122184,0.000019140034,0.000121433],"genre_scores_gemma":[0.9964747,0.0000050496174,0.0015084938,0.0014762522,0.00029033882,0.00003377801,0.000072482304,0.000036865455,0.000102027625],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99880904,0.00004598321,0.00019381839,0.0004851645,0.00018264659,0.0002833298],"domain_scores_gemma":[0.999543,0.00004068174,0.00006373493,0.0001929034,0.00007875896,0.00008091757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017634715,0.00019487794,0.00014579266,0.00006607639,0.00018007807,0.000049875183,0.000097508804,0.00008315418,0.000010097323],"category_scores_gemma":[0.000057699897,0.00018129661,0.000028374196,0.00006743549,0.000058706362,0.0000066963566,0.000050906598,0.00012251768,0.0000047109543],"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":[0.002242472,0.0012762009,0.07323259,0.00023638022,0.00030289593,0.000045814006,0.0043829186,0.011448077,0.846089,0.004061603,0.0014426259,0.055239417],"study_design_scores_gemma":[0.009705997,0.006764701,0.50974756,0.00017720029,0.00009780862,0.000109329325,0.00026303492,0.021148687,0.44125134,0.0018791411,0.007298184,0.0015570307],"about_ca_topic_score_codex":0.000006899783,"about_ca_topic_score_gemma":0.00012801112,"teacher_disagreement_score":0.43651497,"about_ca_system_score_codex":0.000021288906,"about_ca_system_score_gemma":0.000062022285,"threshold_uncertainty_score":0.7393061},"labels":[],"label_agreement":null},{"id":"W2784875985","doi":"10.1039/c7lc01193h","title":"Fluorescence in sub-10 nm channels with an optical enhancement layer","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanopore and Nanochannel Transport Studies","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 Toronto; Toronto Public Health","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fluorescence; Layer (electronics); Optoelectronics; Materials science; Optics; Nanotechnology; Physics","score_opus":0.0164971276562763,"score_gpt":0.23090900806091633,"score_spread":0.21441188040464002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784875985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926456,0.000113388494,0.00047972216,0.00008805265,0.00023893447,0.00017021436,0.0000050356994,0.00013818455,0.006120857],"genre_scores_gemma":[0.99867606,0.00009096106,0.000580655,0.00009496373,0.00022896883,0.00003894611,0.000009150681,0.000027773238,0.00025250608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911803,0.000008553526,0.00015004823,0.00021847976,0.00016800147,0.00033686872],"domain_scores_gemma":[0.9996602,0.000015426005,0.000012164703,0.00020354013,0.00003109978,0.00007755948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009157005,0.00017100682,0.00018196325,0.00007973377,0.000047623238,0.000013755852,0.00011240162,0.00005563669,0.00013482664],"category_scores_gemma":[0.000004003245,0.00013535969,0.00002076572,0.00021335862,0.00006629903,0.00008218807,0.000011325798,0.00011597296,0.00022424496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005648574,0.00401116,0.021117795,0.0012453184,0.0009105448,0.0014457724,0.030967437,0.0069605666,0.81281394,0.017238194,0.01588865,0.08175204],"study_design_scores_gemma":[0.0012837491,0.001849765,0.008657577,0.00026639967,0.000019061274,0.000004554239,0.00009186055,0.002404756,0.9783684,0.0001914591,0.006329458,0.0005329569],"about_ca_topic_score_codex":0.0000116411275,"about_ca_topic_score_gemma":0.00022625942,"teacher_disagreement_score":0.16555445,"about_ca_system_score_codex":0.000030466654,"about_ca_system_score_gemma":0.000009760223,"threshold_uncertainty_score":0.5519808},"labels":[],"label_agreement":null},{"id":"W2785781145","doi":"10.1039/c7lc01250k","title":"Amplification-free detection of DNA in a paper-based microfluidic device using electroosmotically balanced isotachophoresis","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":45,"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":"Azrieli Foundation","keywords":"Isotachophoresis; Microfluidics; DNA; Chromatography; Computational biology; Chemistry; Nanotechnology; Biology; Materials science; Biochemistry","score_opus":0.01211463452775717,"score_gpt":0.22392615300427135,"score_spread":0.2118115184765142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785781145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904393,0.00013471517,0.008637111,0.00008619005,0.00009623056,0.00010631467,0.0000060352368,0.000093637165,0.00040046827],"genre_scores_gemma":[0.9992042,0.000031329935,0.0005182691,0.00012801107,0.000078631994,0.000005236067,0.000002020402,0.00002401175,0.000008272135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992092,0.000034419256,0.00024396928,0.00017789088,0.0001223584,0.00021215697],"domain_scores_gemma":[0.9995277,0.000059324397,0.00003301212,0.0002770004,0.000053752403,0.000049205784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115978866,0.0001212603,0.00015846276,0.00014498427,0.000039427432,0.00001642552,0.00010904728,0.000113277136,0.000032419714],"category_scores_gemma":[0.00010296777,0.00011994158,0.000051705796,0.00049665954,0.00004731338,0.00004428872,0.0000083366895,0.00015065947,0.000023520097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056791854,0.000036439862,0.0002208868,0.000049935585,0.000010291366,6.7473553e-7,0.00001968696,0.00015055305,0.9963269,0.00011717403,0.00002689532,0.0029837736],"study_design_scores_gemma":[0.0005151527,0.00015574468,0.028256858,0.00008077949,0.000016648446,0.0000016214428,0.000006979845,0.06416424,0.9058659,0.00040132232,0.0003899479,0.00014477722],"about_ca_topic_score_codex":0.000055320364,"about_ca_topic_score_gemma":0.00011557094,"teacher_disagreement_score":0.09046097,"about_ca_system_score_codex":0.00009802845,"about_ca_system_score_gemma":0.000015137911,"threshold_uncertainty_score":0.48910755},"labels":[],"label_agreement":null},{"id":"W2787680782","doi":"10.1039/c8lc00010g","title":"Lateral flow assay with pressure meter readout for rapid point-of-care detection of disease-associated protein","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Optech (Canada)","funders":"National Science Fund for Distinguished Young Scholars; National Natural Science Foundation of China","keywords":"Point-of-care testing; Flow (mathematics); Point of care; Metre; Point (geometry); Computer science; Physics; Medicine; Pathology; Mechanics; Mathematics","score_opus":0.007063827421499958,"score_gpt":0.19900550703101383,"score_spread":0.19194167960951386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787680782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954042,0.00007672537,0.00289018,0.00005434963,0.00014010591,0.0005264884,0.00013732369,0.00015025889,0.0006203715],"genre_scores_gemma":[0.9992413,0.0000019467418,0.00043217093,0.00001537621,0.00008151298,0.000025816065,0.000011466348,0.000025886804,0.00016453952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944794,0.000031155214,0.00014001006,0.00012634693,0.00011680238,0.00013773816],"domain_scores_gemma":[0.9996326,0.000024461398,0.00004443974,0.00013653771,0.00011073368,0.000051202675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008200456,0.00010620354,0.00016084296,0.000054578963,0.0000302219,0.000010684572,0.000045131583,0.000081514736,0.00003405453],"category_scores_gemma":[0.000052366337,0.00008135326,0.00007356572,0.000121532954,0.000040309536,0.000062789135,0.000005920882,0.00008036589,0.0000039558013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00635683,0.00039525554,0.0013671431,0.0036833049,0.0014352425,0.000005999951,0.0015317886,0.002893633,0.89158654,0.001270259,0.0003671718,0.089106806],"study_design_scores_gemma":[0.0012742289,0.0019275232,0.008769539,0.00042038402,0.00019458176,5.401866e-7,0.000022293789,0.11921195,0.86629456,0.00030939604,0.0013144225,0.0002605622],"about_ca_topic_score_codex":0.000006226309,"about_ca_topic_score_gemma":0.000032240434,"teacher_disagreement_score":0.116318315,"about_ca_system_score_codex":0.000019963763,"about_ca_system_score_gemma":0.0000057761254,"threshold_uncertainty_score":0.33174896},"labels":[],"label_agreement":null},{"id":"W2789225628","doi":"10.1039/c7lc01321c","title":"Flow-induced dissolution of femtoliter surface droplet arrays","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; RMIT University; Australian Research Council; Ontario Ministry of Natural Resources and Forestry","keywords":"Dissolution; Microfluidics; Fabrication; Nanotechnology; Flow (mathematics); Flow focusing; Chemistry; Materials science; Mechanics; Physics","score_opus":0.01674056939903909,"score_gpt":0.24614865354804286,"score_spread":0.22940808414900377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789225628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79391134,0.000025479858,0.18353242,0.00008120792,0.00027649375,0.00013373992,0.000021553233,0.0003130306,0.021704748],"genre_scores_gemma":[0.99609596,0.0000031491159,0.0033697179,0.00014983144,0.00012469282,0.00000490456,0.00004531817,0.00002611245,0.00018029528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993238,0.000012537383,0.00023254886,0.00012872243,0.00012495616,0.00017743603],"domain_scores_gemma":[0.9995598,0.000012805095,0.000042169435,0.00024261817,0.00012337836,0.000019203746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016733208,0.00012376987,0.00013651157,0.00007563775,0.00003642585,0.000009323613,0.00010717251,0.00008673437,0.00010289441],"category_scores_gemma":[0.00001577484,0.000117422314,0.000029009027,0.000435146,0.000057801342,0.00006775576,0.000018553174,0.00012834599,0.00007730275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001750369,0.000024800333,0.00010196752,0.00003336112,0.000017986109,8.3011605e-7,0.0004310941,0.000023171708,0.9708021,0.015778083,0.006438992,0.006330101],"study_design_scores_gemma":[0.00019450778,0.00012078273,0.0012923019,0.000054427077,0.0000048947013,0.0000026344958,0.000022215272,0.0062370338,0.9813099,0.0009032797,0.009711551,0.0001464522],"about_ca_topic_score_codex":0.000006544209,"about_ca_topic_score_gemma":4.5525874e-7,"teacher_disagreement_score":0.20218465,"about_ca_system_score_codex":0.00006703489,"about_ca_system_score_gemma":0.000011061765,"threshold_uncertainty_score":0.4788343},"labels":[],"label_agreement":null},{"id":"W2795472352","doi":"10.1039/c7lc01357d","title":"Microfluidic lung airway-on-a-chip with arrayable suspended gels for studying epithelial and smooth muscle cell interactions","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":206,"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 General Hospital; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Lung Association","keywords":"Microfluidics; Microfluidic chip; Lung; Cell; Chip; Biomedical engineering; Lab-on-a-chip; Airway; Materials science; Nanotechnology; Cell biology; Chemistry; Engineering; Biology; Medicine; Electrical engineering; Internal medicine; Surgery; Biochemistry","score_opus":0.02171125093970427,"score_gpt":0.2774894872839733,"score_spread":0.25577823634426905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795472352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814234,0.00018697437,0.0033753002,0.00027515486,0.00043115558,0.00056475156,0.00003221938,0.00023819107,0.013472871],"genre_scores_gemma":[0.99704295,0.00008903445,0.0013078434,0.00014577495,0.00041231018,0.000076113596,0.00000778459,0.00007116365,0.0008470102],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99862313,0.000042965024,0.00019462303,0.0003430197,0.0002859466,0.0005102839],"domain_scores_gemma":[0.9989523,0.00042793708,0.00003258114,0.00033430706,0.000065487366,0.00018737081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037004196,0.0002042935,0.00019764995,0.0001742433,0.00021752484,0.00009661312,0.00021457682,0.00007605209,0.00023206303],"category_scores_gemma":[0.00011904621,0.00017155407,0.000043748103,0.00022205651,0.0001324765,0.000083350154,0.000061131446,0.00038224063,0.00011906906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006854022,0.0005600559,0.0025662652,0.0007960308,0.00023036638,0.000028301572,0.003386363,0.00014079755,0.89814866,0.0012634045,0.03194831,0.060246043],"study_design_scores_gemma":[0.0051271743,0.001976891,0.013204382,0.00068102253,0.00006856413,0.000010432948,0.00045592134,0.014070098,0.8060489,0.0006641634,0.15677068,0.0009217485],"about_ca_topic_score_codex":0.000033009062,"about_ca_topic_score_gemma":0.000029343553,"teacher_disagreement_score":0.12482237,"about_ca_system_score_codex":0.00010003171,"about_ca_system_score_gemma":0.00003658771,"threshold_uncertainty_score":0.6995772},"labels":[],"label_agreement":null},{"id":"W2797542451","doi":"10.1039/c7lc01236e","title":"Handheld skin printer: <i>in situ</i> formation of planar biomaterials and tissues","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":249,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; Health Sciences Centre; Sunnybrook Health Science Centre; University of New Brunswick; University of Toronto; Toronto Public Health","funders":"National Institute of General Medical Sciences; Institute of Musculoskeletal Health and Arthritis; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Grand Challenges Canada; Canada Foundation for Innovation","keywords":"In situ; Biomaterial; Biomedical engineering; Planar; Materials science; Chemistry; Medicine; Computer science; Computer graphics (images)","score_opus":0.01689300318177165,"score_gpt":0.2750591649051796,"score_spread":0.25816616172340795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797542451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923113,0.000049498234,0.00034034922,0.00009087546,0.00011629779,0.00009605492,0.0000061757005,0.00005813275,0.0069313264],"genre_scores_gemma":[0.9992166,0.00004656022,0.000576181,0.000027251006,0.000067391025,0.0000053738468,0.0000043208324,0.000009584296,0.000046716017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945176,0.000023945006,0.00016461592,0.00007807448,0.00013521245,0.00014641118],"domain_scores_gemma":[0.99975777,0.000055316166,0.000017861965,0.00011319979,0.000014284445,0.000041590418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026010245,0.000061887295,0.000108245375,0.00010572034,0.000012927813,0.000019261577,0.000087519584,0.000054360662,0.000052644282],"category_scores_gemma":[0.00007015527,0.00005373847,0.000010004445,0.00009744581,0.00006433153,0.000051416686,0.000028457698,0.000040227118,0.00006922073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052353425,0.00003531184,0.0010442337,0.0004361027,0.000013337458,0.0000056596195,0.0014546035,0.000003384331,0.9679438,0.0010074691,0.0013600101,0.026643718],"study_design_scores_gemma":[0.00028812292,0.00010294211,0.00950278,0.00018202122,0.0000013013988,0.0000023456255,0.000019513087,0.0007517272,0.9825056,0.00035581214,0.0062220283,0.0000657971],"about_ca_topic_score_codex":0.000020552921,"about_ca_topic_score_gemma":0.00005432869,"teacher_disagreement_score":0.02657792,"about_ca_system_score_codex":0.000016338887,"about_ca_system_score_gemma":0.0000035691721,"threshold_uncertainty_score":0.21913913},"labels":[],"label_agreement":null},{"id":"W2803299750","doi":"10.1039/c8lc00184g","title":"Isolation and genome sequencing of individual circulating tumor cells using hydrogel encapsulation and laser capture microdissection","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Prostate Cancer Canada","keywords":"Laser capture microdissection; Encapsulation (networking); Isolation (microbiology); Microdissection; Genome; Nanotechnology; Computational biology; Chemistry; Biology; Molecular biology; Materials science; Genetics; Gene; Bioinformatics; Computer science; Gene expression","score_opus":0.013434313713778342,"score_gpt":0.23231466838242718,"score_spread":0.21888035466864883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803299750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987219,0.00023264435,0.0006650966,0.000009700343,0.00007796568,0.00010098581,0.000045339988,0.0000038944154,0.00014247227],"genre_scores_gemma":[0.9982274,0.00002269737,0.0012885841,0.00015277167,0.00022678568,0.0000014305398,0.000059255843,0.000012256425,0.00000877182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995003,0.00001554261,0.00012938223,0.00019748312,0.000059900907,0.0000973987],"domain_scores_gemma":[0.9997064,0.000011559011,0.00009994359,0.00010033469,0.00004629745,0.000035479992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010683396,0.0000840364,0.000079496334,0.00003830575,0.000076129065,0.00002309924,0.000030748277,0.00006967515,0.00000466833],"category_scores_gemma":[0.000031549494,0.00008885383,0.000017568442,0.000048954702,0.000050353003,0.000004372318,0.000041051866,0.000043762844,4.4175056e-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":[0.000023714407,0.0000074592494,0.002404452,0.000017297065,0.0000126702635,6.421479e-7,0.000394385,0.00043675126,0.9964571,0.00003791241,0.0000047665067,0.00020282126],"study_design_scores_gemma":[0.00048417383,0.00023732132,0.021851448,0.000034837238,0.00003902043,0.00003392992,0.00019932896,0.00471136,0.9718542,0.00019948275,0.00017934038,0.00017557351],"about_ca_topic_score_codex":0.00006924256,"about_ca_topic_score_gemma":0.00004897094,"teacher_disagreement_score":0.024602946,"about_ca_system_score_codex":0.000019554245,"about_ca_system_score_gemma":0.000035846842,"threshold_uncertainty_score":0.36233538},"labels":[],"label_agreement":null},{"id":"W2807175592","doi":"10.1039/c8lc00371h","title":"A fully-integrated and automated testing device for PCR-free viral nucleic acid detection in whole blood","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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; Toronto Public Health","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Ontario Genomics Institute; Genome Canada","keywords":"Nucleic acid; Nat; Nucleic acid detection; Virology; Nucleic Acid Amplification Tests; Computer science; Computational biology; Chemistry; Biology; Biochemistry","score_opus":0.01329634254340057,"score_gpt":0.22010405337139188,"score_spread":0.20680771082799132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807175592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976696,0.000028016831,0.00052774133,0.000062615625,0.00012356996,0.00014827074,0.0000149512225,0.0007755983,0.0006496691],"genre_scores_gemma":[0.9981663,0.0000013073981,0.0015448087,0.00006884998,0.00012496374,0.000014173807,0.0000032099342,0.00002779209,0.00004857001],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993819,0.000016950886,0.00015501025,0.0001718115,0.00006332618,0.00021098497],"domain_scores_gemma":[0.999703,0.000050581006,0.00002083858,0.00012920579,0.000044586934,0.000051768602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010169728,0.00012557891,0.00012830454,0.00010072144,0.00006816869,0.000046541118,0.000059787846,0.000107755346,0.0000065454883],"category_scores_gemma":[0.00021445751,0.000114859016,0.000025018251,0.0003288469,0.000029200937,0.00006471397,0.000014002521,0.000143751,0.000023619987],"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":[0.00006245551,0.000042403735,0.0002407971,0.00008224644,0.00002641278,0.0000042042234,0.000087504246,0.00014338325,0.9667192,0.000067345936,0.00011999097,0.03240405],"study_design_scores_gemma":[0.0009357114,0.00040737167,0.006872626,0.0000948861,0.00002390586,0.0000108510485,0.000021874972,0.7238971,0.26649567,0.00043631296,0.00064374576,0.00015992325],"about_ca_topic_score_codex":0.00004768993,"about_ca_topic_score_gemma":0.00043601383,"teacher_disagreement_score":0.72375375,"about_ca_system_score_codex":0.000032757172,"about_ca_system_score_gemma":0.0000050250915,"threshold_uncertainty_score":0.46838146},"labels":[],"label_agreement":null},{"id":"W2808242554","doi":"10.1039/c8lc00035b","title":"Anti-thrombotic strategies for microfluidic blood processing","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":12,"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":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Thrombosis; Microfluidic chip; Work (physics); Medicine; Computer science; Biomedical engineering; Materials science; Nanotechnology; Engineering; Internal medicine; Mechanical engineering","score_opus":0.011289125813506716,"score_gpt":0.23161451058255422,"score_spread":0.2203253847690475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808242554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552811,0.029943489,0.008126021,0.00009575954,0.000107653395,0.0003381846,0.000018433471,0.00039447966,0.0056948885],"genre_scores_gemma":[0.9935595,0.0055028773,0.00020925124,0.00018594928,0.00028355216,0.00007414829,0.000017999751,0.000047880836,0.000118838594],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992754,0.0000077795585,0.0001539772,0.0001915008,0.00007735948,0.00029402616],"domain_scores_gemma":[0.99964607,0.000019052755,0.000021366379,0.00021261982,0.00004884964,0.000052047275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006186573,0.0001487614,0.00015477138,0.00005533567,0.00015388858,0.00007505753,0.0001468791,0.000069869275,0.00006998211],"category_scores_gemma":[0.0000049176,0.00014155898,0.00004506651,0.00018145407,0.00006515385,0.000067933026,0.000009212408,0.00008363405,0.000099836114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051524444,0.00003845826,0.000022949143,0.00008668619,0.000030049156,5.9529754e-7,0.00021668036,0.0000025315283,0.9410879,0.0060187755,0.051397,0.0010932139],"study_design_scores_gemma":[0.0005474499,0.00024321098,0.00071766623,0.00006544436,0.000073394374,0.000014452671,0.00017096454,0.0005299058,0.889911,0.0030370574,0.10435797,0.00033146888],"about_ca_topic_score_codex":0.0000029966495,"about_ca_topic_score_gemma":0.0000015563567,"teacher_disagreement_score":0.05296097,"about_ca_system_score_codex":0.000019496361,"about_ca_system_score_gemma":0.000048904272,"threshold_uncertainty_score":0.5772608},"labels":[],"label_agreement":null},{"id":"W2808504040","doi":"10.1039/c8lc00310f","title":"Dynamic CTC phenotypes in metastatic prostate cancer models visualized using magnetic ranking cytometry","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","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; Toronto Public Health","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Connaught Fund; Ontario Research Foundation","keywords":"Prostate cancer; Phenotype; Flow cytometry; Prostate; Ranking (information retrieval); Cytometry; Cancer; Cancer research; Pathology; Medicine; Computational biology; Oncology; Biology; Internal medicine; Computer science; Immunology; Artificial intelligence; Genetics; Gene","score_opus":0.039485748114765414,"score_gpt":0.36128251256949995,"score_spread":0.32179676445473454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808504040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922896,0.0033525892,0.0010489175,0.00024514648,0.00030601004,0.0006355647,0.000039659557,0.000057423124,0.0020251002],"genre_scores_gemma":[0.9913968,0.00041047423,0.005906659,0.0011301452,0.00008587858,0.000047122365,0.0000122516585,0.00005786675,0.00095284183],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984262,0.00008138526,0.00033548512,0.00038739527,0.00034077905,0.00042873234],"domain_scores_gemma":[0.99934524,0.00004947707,0.00010324259,0.00029549302,0.00008454465,0.00012201964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990499,0.00022323235,0.0004797832,0.00036840135,0.00006734309,0.0000322295,0.00008574881,0.00004789887,0.0006514974],"category_scores_gemma":[0.000038636517,0.00018818126,0.00008889292,0.0007542966,0.00009860666,0.000092608476,0.000039863844,0.00019568381,0.000036105957],"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":[0.014601173,0.0024665853,0.015753338,0.003311618,0.0009696515,0.00067887537,0.021227676,0.006035216,0.45320663,0.0030461575,0.00051345443,0.47818962],"study_design_scores_gemma":[0.060149997,0.0051257815,0.03348211,0.0071860095,0.0031772312,0.00024351766,0.0019136418,0.793931,0.065472186,0.012305715,0.014065299,0.0029474935],"about_ca_topic_score_codex":0.0011522948,"about_ca_topic_score_gemma":0.000792076,"teacher_disagreement_score":0.7878958,"about_ca_system_score_codex":0.00025229322,"about_ca_system_score_gemma":0.0001945854,"threshold_uncertainty_score":0.76738095},"labels":[],"label_agreement":null},{"id":"W2850515613","doi":"10.1039/c8lc00470f","title":"An automated microfluidic gene-editing platform for deciphering cancer genes","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Gene; Genome editing; Microfluidics; Computational biology; Biology; Computer science; Genetics; CRISPR; Nanotechnology; Materials science","score_opus":0.013786040643018062,"score_gpt":0.3335975781187325,"score_spread":0.3198115374757144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2850515613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867495,0.001753807,0.010520782,0.00003140451,0.00043064053,0.00016123144,0.000041484167,0.00010590727,0.00020525522],"genre_scores_gemma":[0.9942107,0.00020081412,0.0032775544,0.0002866775,0.001718627,0.000060608025,0.00008059176,0.00004271845,0.00012167012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922943,0.0000068854883,0.00013573916,0.00028588998,0.00006516864,0.0002768864],"domain_scores_gemma":[0.99956733,0.000007292252,0.000034477896,0.000249724,0.000060078248,0.00008111285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008858651,0.00014180996,0.000101241465,0.000027724336,0.00010745581,0.00002735648,0.00014490543,0.0001056548,0.000021370342],"category_scores_gemma":[0.000022230468,0.00013850704,0.00005187256,0.000054647742,0.000031177267,0.0000031634092,0.000031428066,0.00003859928,0.000006840968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000451321,0.000018130833,0.0006942297,0.00001796139,0.000028562068,6.8410856e-7,0.00007130859,0.0002421765,0.9878323,0.000017201502,0.0013258697,0.009706409],"study_design_scores_gemma":[0.00044348362,0.00032373032,0.0019769277,0.000018910087,0.000013246147,0.000006089911,0.000033883418,0.005001207,0.957654,0.0000114531485,0.034339525,0.00017751682],"about_ca_topic_score_codex":0.000023557826,"about_ca_topic_score_gemma":0.00006885679,"teacher_disagreement_score":0.033013657,"about_ca_system_score_codex":0.000014055101,"about_ca_system_score_gemma":0.00003002044,"threshold_uncertainty_score":0.5648153},"labels":[],"label_agreement":null},{"id":"W2883384123","doi":"10.1039/c8lc00458g","title":"Capillary microfluidics in microchannels: from microfluidic networks to capillaric circuits","year":2018,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":446,"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; McGill University and Génome Québec Innovation Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Microfluidics; Microchannel; Capillary action; Nanotechnology; Materials science","score_opus":0.02162785855692283,"score_gpt":0.2500392766963343,"score_spread":0.22841141813941146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883384123","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":[0.0011809359,0.9936414,0.0006841875,0.00002852709,0.0009027749,0.0018028142,0.00037988054,0.00045065334,0.0009288319],"genre_scores_gemma":[0.00015654537,0.9955556,0.000031532887,0.00060970214,0.0012695148,0.0005604715,0.0010912899,0.00047343242,0.0002519393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995308,0.00022971685,0.0014267616,0.0013412451,0.00034759264,0.0013466951],"domain_scores_gemma":[0.99742705,0.00025922546,0.0001844809,0.0015899023,0.00007967651,0.00045965143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00033877755,0.0013734243,0.0024473872,0.0008526575,0.00016711043,0.00013712894,0.0013108454,0.0012498988,0.0002562583],"category_scores_gemma":[0.000035249548,0.001373194,0.0005827339,0.001989811,0.00009477751,0.00006299334,0.00019294539,0.0013085674,0.0025001324],"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":[0.000009947844,0.00012502789,0.000003488739,0.0024442032,0.0004092784,0.00007965441,0.0003459984,0.000007897849,0.01033893,0.00015182457,0.7782958,0.20778796],"study_design_scores_gemma":[0.00027123277,0.00009055724,0.0000064225856,0.0054305727,0.0002948442,0.0000454192,0.000017727347,0.000018994975,0.0024109269,0.000069468755,0.990019,0.0013247816],"about_ca_topic_score_codex":0.00013827534,"about_ca_topic_score_gemma":0.000025541722,"teacher_disagreement_score":0.21172327,"about_ca_system_score_codex":0.0007884192,"about_ca_system_score_gemma":0.0002244901,"threshold_uncertainty_score":0.99990165},"labels":[],"label_agreement":null},{"id":"W2888094500","doi":"10.1039/c8lc00733k","title":"In-droplet microparticle washing and enrichment using surface acoustic wave-driven acoustic radiation force","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; Korea Polar Research Institute; National Research Foundation of Korea","keywords":"Acoustic radiation force; Microparticle; Acoustics; Surface acoustic wave; Acoustic radiation; Radiation; Acoustic wave; Materials science; Environmental science; Physics; Optics; Ultrasound","score_opus":0.01625871369697011,"score_gpt":0.22858429525729174,"score_spread":0.21232558156032164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888094500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922992,0.00040763535,0.00634192,0.00012596765,0.00023351307,0.00014006865,0.0000053384697,0.00028779617,0.00015857004],"genre_scores_gemma":[0.9973233,0.00015413461,0.0022364391,0.00013986176,0.000073603864,0.000001274332,0.000002119378,0.000025145793,0.000044149147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992274,0.00002018848,0.0001701691,0.0001923865,0.000092140064,0.0002976825],"domain_scores_gemma":[0.99967474,0.000050353974,0.00002822226,0.0001885906,0.000017382466,0.00004069617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010994782,0.00014675227,0.0001480056,0.0000772484,0.00007895229,0.000045328165,0.0000725399,0.00010110425,0.000012503854],"category_scores_gemma":[0.0000471599,0.00013859636,0.000018323419,0.00019311885,0.00007406128,0.00009105002,0.000051176004,0.00014477552,0.00002494685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000109673265,0.000015535967,0.00055721693,0.0000345184,0.000009214612,0.000010999267,0.00038974703,0.0074101943,0.9889613,0.000041065854,0.001011749,0.0015475263],"study_design_scores_gemma":[0.0005313405,0.000101848775,0.0018707389,0.00009223899,0.000025915411,0.000031562722,0.0001845511,0.46077603,0.53537023,0.00017923402,0.00057536556,0.00026095123],"about_ca_topic_score_codex":0.00003157135,"about_ca_topic_score_gemma":0.000028672164,"teacher_disagreement_score":0.45359105,"about_ca_system_score_codex":0.0001286698,"about_ca_system_score_gemma":0.000010644541,"threshold_uncertainty_score":0.5651795},"labels":[],"label_agreement":null},{"id":"W2891386737","doi":"10.1039/c8lc00495a","title":"Curvature facilitates podocyte culture in a biomimetic platform","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","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":"Heart and Stroke Foundation; University Health Network; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Nephrin; Podocyte; Cell biology; In vitro; Biology; Podocin; Microscale chemistry; Nanotechnology; Biophysics; Materials science; Kidney; Biochemistry; Endocrinology","score_opus":0.018476350175858955,"score_gpt":0.2830503417439917,"score_spread":0.2645739915681327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891386737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825678,0.0021141742,0.000002414363,0.000944206,0.00012184841,0.00022547749,0.000049963546,0.000059985196,0.01391417],"genre_scores_gemma":[0.99427825,0.00015142445,0.00017507201,0.0018265508,0.0002153975,0.000012042956,0.00004339599,0.00001295336,0.0032849181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917305,0.00001591374,0.00015506192,0.0002236573,0.0001905744,0.0002417222],"domain_scores_gemma":[0.99952483,0.000025070854,0.000032059885,0.00023077246,0.000051969553,0.000135304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076055,0.0001480206,0.00021973807,0.00011614084,0.00004394237,0.000019153107,0.00006606423,0.00010253515,0.00021885528],"category_scores_gemma":[0.00013431883,0.00009708388,0.000087135784,0.0003242929,0.0000979521,0.000056785357,0.0000236875,0.00019812802,0.00048739632],"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":[0.026538726,0.0061086393,0.3490957,0.0049334466,0.0011351499,0.003163692,0.06963562,0.0000140435095,0.15041819,0.049598906,0.17350462,0.16585325],"study_design_scores_gemma":[0.0065783733,0.004002956,0.7358804,0.0016991745,0.00014822176,0.00010288814,0.0013916754,0.00027924447,0.01366486,0.0068185097,0.2288078,0.0006259171],"about_ca_topic_score_codex":0.0000459327,"about_ca_topic_score_gemma":0.0000411055,"teacher_disagreement_score":0.38678464,"about_ca_system_score_codex":0.000036829737,"about_ca_system_score_gemma":0.000036931822,"threshold_uncertainty_score":0.6264656},"labels":[],"label_agreement":null},{"id":"W2891717954","doi":"10.1039/c8lc00852c","title":"Development of a biomimetic liver tumor-on-a-chip model based on decellularized liver matrix for toxicity testing","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":141,"is_retracted":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":"National Key Research and Development Program of China; National Science and Technology Major Project; Ministry of Science and Technology of the People's Republic of China; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Decellularization; Tumor microenvironment; Scaffold; Liver cancer; Microfluidic chip; Cancer research; Toxicity; 3D cell culture; Extracellular matrix; Nanotechnology; Microfluidics; Biomedical engineering; Medicine; Chemistry; Cell; Biology; Materials science; Cell biology; Tumor cells; Internal medicine; Hepatocellular carcinoma","score_opus":0.05213614965651931,"score_gpt":0.29225359395129696,"score_spread":0.24011744429477766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891717954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92709893,0.000023465678,0.06841845,0.000044940844,0.00012650782,0.0005560623,0.000021223059,0.0002375785,0.0034728383],"genre_scores_gemma":[0.8129159,0.0000011854936,0.18659845,0.00015704923,0.000082413084,0.000053209194,0.0000069290695,0.00005317298,0.0001316453],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981379,0.00004766188,0.00037625126,0.00034030416,0.0005774407,0.0005204578],"domain_scores_gemma":[0.9982646,0.00096876174,0.00006419749,0.00038645492,0.00012447727,0.0001914899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008252083,0.00024005793,0.00027628266,0.00027953446,0.00012051291,0.000031032603,0.00035527302,0.00012067927,0.00010559988],"category_scores_gemma":[0.0013168644,0.00021540635,0.000080061254,0.0003879799,0.0001157372,0.00002719901,0.00007663589,0.00027397063,0.0002223401],"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":[0.001539657,0.0013830172,0.0007010221,0.0025273012,0.0002284948,0.00006392805,0.0018937112,0.028552096,0.86594385,0.0032544734,0.001661007,0.09225141],"study_design_scores_gemma":[0.000869434,0.0002404419,0.00073385827,0.00028911486,0.00000828929,8.1458745e-7,0.000004241038,0.7568416,0.24028587,0.00014554278,0.00039166314,0.00018914003],"about_ca_topic_score_codex":0.000009399407,"about_ca_topic_score_gemma":0.000006370084,"teacher_disagreement_score":0.7282895,"about_ca_system_score_codex":0.00016672036,"about_ca_system_score_gemma":0.00015462199,"threshold_uncertainty_score":0.87840164},"labels":[],"label_agreement":null},{"id":"W2894840762","doi":"10.1039/c8lc00708j","title":"Self-filling microwell arrays (SFMAs) for tumor spheroid formation","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":59,"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; Canada Foundation for Innovation","keywords":"Spheroid; Nanotechnology; Chemistry; Materials science; Biochemistry; In vitro","score_opus":0.017880677973121907,"score_gpt":0.26147546452834136,"score_spread":0.24359478655521946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894840762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8535556,0.000096995405,0.092835665,0.00031141524,0.0008693025,0.00069576374,0.000021201604,0.0010904904,0.050523575],"genre_scores_gemma":[0.96428514,0.000013368414,0.034376025,0.00020671955,0.000646197,0.000046072273,0.000014013078,0.000050308205,0.00036214438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990586,0.000017084643,0.00018275782,0.00014836519,0.00021687141,0.00037629582],"domain_scores_gemma":[0.999447,0.00014173039,0.000024448978,0.00021714541,0.000062526786,0.000107136424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035380633,0.000115641546,0.0001103261,0.000071072034,0.00008662568,0.000049487815,0.0002044626,0.00006526644,0.00020824088],"category_scores_gemma":[0.00016531606,0.00010821977,0.000048581354,0.0001717103,0.000038237886,0.00008305845,0.000029541774,0.00017427643,0.0010104537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004006423,0.0004908892,0.00089259824,0.005030679,0.00034641268,0.000031030217,0.0078008203,0.0016614179,0.74001896,0.012727704,0.12084164,0.109757185],"study_design_scores_gemma":[0.00084410474,0.00024257906,0.00031753414,0.000136071,0.0000099984645,0.000007955246,0.00005926529,0.24605657,0.45899156,0.0011926943,0.2918466,0.00029505664],"about_ca_topic_score_codex":0.0000024858464,"about_ca_topic_score_gemma":0.0000072430107,"teacher_disagreement_score":0.2810274,"about_ca_system_score_codex":0.00008278547,"about_ca_system_score_gemma":0.000015499687,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W2894845535","doi":"10.1039/c8lc00880a","title":"Enhancement of optical resolution in three-dimensional refractive-index tomograms of biological samples by employing micromirror-embedded coverslips","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Resolution (logic); Optics; Refractive index; Materials science; Tomography; Biological specimen; High resolution; Physics; Remote sensing; Computer science; Geology","score_opus":0.02616785360910953,"score_gpt":0.2832016587167744,"score_spread":0.2570338051076648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894845535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945909,0.000032718584,0.0016546194,0.000023853134,0.000086391825,0.00016452232,0.0001326724,0.000009748939,0.0033046051],"genre_scores_gemma":[0.998048,0.0000012114856,0.0017423175,0.000036484947,0.000034493372,0.00001131096,0.000086196036,0.0000075003954,0.00003247866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906737,0.000038331305,0.00028912307,0.00025276275,0.00012058069,0.00023185162],"domain_scores_gemma":[0.9994946,0.00009819764,0.000136207,0.00016500583,0.00006138928,0.0000445601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014179316,0.00013242231,0.00024579588,0.00006515148,0.000037785325,0.00000936847,0.000114162074,0.000067414505,0.00014591313],"category_scores_gemma":[0.0000118959015,0.00011063202,0.000088549816,0.00019637916,0.00027541447,0.000068439185,0.000059438942,0.000121235724,0.00001312859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012452957,0.0018334594,0.105656065,0.000017340328,0.00009353549,9.5324424e-7,0.0001710312,0.000005638954,0.86318594,0.019042498,0.000516665,0.008231548],"study_design_scores_gemma":[0.0017434125,0.0015086262,0.07821118,0.00020703612,0.000013492566,6.3827855e-7,0.00013608945,0.000094102536,0.9113192,0.0055963746,0.0009150881,0.0002547606],"about_ca_topic_score_codex":0.00035585274,"about_ca_topic_score_gemma":0.000025766589,"teacher_disagreement_score":0.04813323,"about_ca_system_score_codex":0.000016954002,"about_ca_system_score_gemma":0.000027694892,"threshold_uncertainty_score":0.45114428},"labels":[],"label_agreement":null},{"id":"W2897902167","doi":"10.1039/c8lc00867a","title":"Microfluidic diamagnetic water-in-water droplets: a biocompatible cell encapsulation and manipulation platform","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":69,"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; Toronto Public Health; St. Michael's Hospital","funders":"Ontario Ministry of Research, Innovation and Science","keywords":"Microfluidics; Biocompatible material; Diamagnetism; Nanotechnology; Cell encapsulation; Encapsulation (networking); Aqueous solution; Materials science; Chemistry; Chemical engineering; Self-healing hydrogels; Polymer chemistry; Biomedical engineering; Magnetic field; Engineering; Computer science; Physics","score_opus":0.013187239916176118,"score_gpt":0.2155215941361941,"score_spread":0.20233435422001797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897902167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98187375,0.00023317363,0.011853564,0.00007270229,0.00016740624,0.00031735827,0.000004579973,0.00023592825,0.0052415375],"genre_scores_gemma":[0.9989212,0.000064542066,0.0003366111,0.00017109945,0.00010208489,0.000027103553,0.00016084322,0.000035232955,0.00018127631],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990613,0.000012107331,0.00030803678,0.00020862746,0.00011351149,0.00029644946],"domain_scores_gemma":[0.9996815,0.000009778858,0.000021611273,0.00020381107,0.00005703785,0.000026313232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020892275,0.00018225347,0.00014602364,0.0003033442,0.00007463803,0.000041057385,0.0000864154,0.00011134143,0.00015017438],"category_scores_gemma":[0.000003655267,0.00013814672,0.000017274164,0.0002500107,0.00006577078,0.00015974743,0.0000344142,0.00014486148,0.0001464338],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017054654,0.000025502135,0.0005252582,0.000058500886,0.000004525058,0.000002411554,0.0011195376,0.000003801758,0.9911833,0.0013658153,0.0011546749,0.004539632],"study_design_scores_gemma":[0.0004885327,0.00015072682,0.0045722,0.00004968294,0.000005172251,0.0000051444963,0.000033504803,0.0019372302,0.98287547,0.0018628194,0.007806416,0.00021309857],"about_ca_topic_score_codex":0.000027168548,"about_ca_topic_score_gemma":0.0000023832008,"teacher_disagreement_score":0.017047457,"about_ca_system_score_codex":0.000097398166,"about_ca_system_score_gemma":0.000004120719,"threshold_uncertainty_score":0.56334597},"labels":[],"label_agreement":null},{"id":"W2900365143","doi":"10.1039/c8lc01083h","title":"An ultra-thin highly flexible microfluidic device for blood oxygenation","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mechanical Circulatory Support Devices","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":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Oxygenation; Blood oxygenation; Microfluidics; Materials science; Nanotechnology; Biomedical engineering; Engineering; Medicine; Biology; Internal medicine; Neuroscience","score_opus":0.02101319956325056,"score_gpt":0.2563381044892084,"score_spread":0.23532490492595784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900365143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98864913,0.00042829057,0.0036022288,0.00008937424,0.00058499153,0.00039228733,0.000040720628,0.0008108659,0.005402132],"genre_scores_gemma":[0.997466,0.000008962051,0.0010539005,0.00076746265,0.0004222522,0.000045766552,0.00005440791,0.000060573504,0.0001206265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900526,0.000027750617,0.00023418677,0.0002728082,0.00016745435,0.0002925526],"domain_scores_gemma":[0.9993227,0.00006104328,0.0000357312,0.00037014703,0.0000705215,0.00013983336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024933982,0.0001704892,0.00016636748,0.000086986125,0.00008559012,0.000050635277,0.00023449164,0.00012848266,0.00018195668],"category_scores_gemma":[0.000039444647,0.00016944906,0.00005709316,0.0001865154,0.000019900777,0.00016467621,0.000004743891,0.0001117652,0.00032613426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029751498,0.00011034439,0.00050377846,0.00017115918,0.000078368066,0.0000035605642,0.00032378512,0.000100068464,0.9845787,0.008989021,0.0032100277,0.0019013904],"study_design_scores_gemma":[0.0005948773,0.00028284808,0.0012295522,0.000035302848,0.000045462664,0.0000054210113,0.00002212997,0.004280613,0.9505231,0.0010391627,0.04167312,0.00026845344],"about_ca_topic_score_codex":0.000008144904,"about_ca_topic_score_gemma":0.00001725245,"teacher_disagreement_score":0.03846309,"about_ca_system_score_codex":0.0000329569,"about_ca_system_score_gemma":0.000018264438,"threshold_uncertainty_score":0.6909932},"labels":[],"label_agreement":null},{"id":"W2901488002","doi":"10.1039/c8lc01109e","title":"Disposable silicon-glass microfluidic devices: precise, robust and cheap","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":74,"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; Alberta Hospital Edmonton; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; U.S. Department of Agriculture","keywords":"Microfluidics; Robustness (evolution); Silicon; Nanotechnology; Materials science; Process engineering; Optoelectronics; Engineering; Chemistry","score_opus":0.009997672107913174,"score_gpt":0.20659693674672097,"score_spread":0.1965992646388078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901488002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94534224,0.04203663,0.00030382804,0.00015601842,0.000107028216,0.00023022323,0.000021440343,0.00025403954,0.011548562],"genre_scores_gemma":[0.9701094,0.028162831,0.00009913084,0.00041515796,0.00028086215,0.000059809758,0.000024838517,0.000055327488,0.0007926566],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914604,0.000016867936,0.00017146971,0.0002554408,0.00009926146,0.00031091555],"domain_scores_gemma":[0.99946856,0.00003142197,0.000020803549,0.00033324328,0.000032282645,0.00011368992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083407445,0.00018044705,0.00016552699,0.000057089368,0.00012920823,0.000049766175,0.00015725922,0.00009309584,0.0002821912],"category_scores_gemma":[0.000008282798,0.00016894848,0.00003440041,0.0002161919,0.00008385409,0.000060179915,0.00002849231,0.00013294371,0.0003494001],"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":[0.000022987158,0.000048487887,0.0008156362,0.00007808431,0.000050330018,0.0000017208007,0.00027685784,0.0000032484738,0.69114184,0.0030052776,0.30130056,0.0032549691],"study_design_scores_gemma":[0.00043190416,0.00013751897,0.005850153,0.000058203394,0.00003125774,0.000017060727,0.000051157556,0.001566335,0.39265496,0.00023002193,0.5986195,0.0003518771],"about_ca_topic_score_codex":0.0000145365775,"about_ca_topic_score_gemma":0.000015224129,"teacher_disagreement_score":0.2984869,"about_ca_system_score_codex":0.000040030758,"about_ca_system_score_gemma":0.000016864453,"threshold_uncertainty_score":0.6889519},"labels":[],"label_agreement":null},{"id":"W2901718275","doi":"10.1039/c8lc00981c","title":"A radial microfluidic platform for higher throughput chemotaxis studies with individual gradient control","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":39,"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 Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canadian Cancer Society; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Throughput; Microfluidics; Chemotaxis; Control (management); Nanotechnology; Computer science; Biology; Materials science; Artificial intelligence; Genetics; Telecommunications","score_opus":0.04839032638593298,"score_gpt":0.30187187228872464,"score_spread":0.25348154590279165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901718275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897433,0.0019116162,0.001687274,0.00095484796,0.0009804487,0.00085020636,0.00008096761,0.00039413758,0.0033972128],"genre_scores_gemma":[0.99675876,0.000109442,0.0012846348,0.0004665612,0.00086860126,0.00013511443,0.000009861919,0.000053998232,0.00031302226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985943,0.000014797012,0.00019197648,0.0002588591,0.00039199894,0.00054806337],"domain_scores_gemma":[0.9991419,0.00034561657,0.000027155644,0.00026076572,0.00008740461,0.00013720697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037162742,0.00020117065,0.00026986687,0.00009560181,0.00011925084,0.000043291227,0.00026487376,0.00009908608,0.000086630294],"category_scores_gemma":[0.00016467218,0.00014673574,0.00005684705,0.00020820565,0.00031587709,0.00005695517,0.000049850954,0.00022739322,0.00011866078],"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":[0.0040623066,0.00085281365,0.007075625,0.0023209478,0.007848856,0.00011540814,0.017265797,0.000104417246,0.050340544,0.02488883,0.68369466,0.2014298],"study_design_scores_gemma":[0.016775748,0.004853392,0.026682155,0.0006096222,0.00018735163,0.000027180842,0.00029947603,0.002157224,0.120141365,0.0035056674,0.8235245,0.0012363399],"about_ca_topic_score_codex":0.0000096928225,"about_ca_topic_score_gemma":0.000009798793,"teacher_disagreement_score":0.20019345,"about_ca_system_score_codex":0.00011360701,"about_ca_system_score_gemma":0.00003076334,"threshold_uncertainty_score":0.59837097},"labels":[],"label_agreement":null},{"id":"W2903406197","doi":"10.1039/c8lc00845k","title":"A monitoring system for axonal growth dynamics using micropatterns of permissive and Semaphorin 3F chemorepulsive signals","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; Korea University","keywords":"Semaphorin; Permissive; Growth cone; Dynamics (music); Neuroscience; Plexin; Nanotechnology; Biology; Biophysics; Chemistry; Materials science; Axon; Physics; Virology; Biochemistry; Acoustics; Receptor","score_opus":0.05202633030457564,"score_gpt":0.3003280894738374,"score_spread":0.24830175916926173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903406197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976881,0.000038060105,0.0011878262,0.000060913815,0.0002973936,0.00032586817,0.00009257805,0.000038913764,0.0002703437],"genre_scores_gemma":[0.99882054,0.00001002421,0.0004512046,0.00017928495,0.00042951645,0.000017282824,0.0000010590591,0.00003239981,0.000058666847],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99865204,0.00006736776,0.0002807171,0.00045123114,0.00024514907,0.00030349844],"domain_scores_gemma":[0.9990868,0.00031713213,0.00022492422,0.00015846075,0.00011812136,0.000094540446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014567649,0.000187301,0.0002637227,0.00009008845,0.00020540993,0.000037157653,0.00018514236,0.00006483013,0.0000070914243],"category_scores_gemma":[0.00019765667,0.0001730437,0.00007766269,0.00016494565,0.0001419567,0.00009633489,0.00007344697,0.00011674775,0.000004732975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017634363,0.000033961394,0.0035973936,0.00020116243,0.000007268044,0.00001926846,0.00034845527,0.000011996634,0.9941083,0.000958548,0.000005719015,0.00053157675],"study_design_scores_gemma":[0.00049399695,0.00030795528,0.0011200709,0.0005152677,0.000021319149,0.00006634277,0.00025266458,0.006471366,0.9904343,0.00013203357,0.000015940106,0.00016875932],"about_ca_topic_score_codex":0.000029749817,"about_ca_topic_score_gemma":0.0000021644883,"teacher_disagreement_score":0.00645937,"about_ca_system_score_codex":0.00008910094,"about_ca_system_score_gemma":0.000041387015,"threshold_uncertainty_score":0.70565176},"labels":[],"label_agreement":null},{"id":"W2903763975","doi":"10.1039/c8lc01077c","title":"Dynamic control of capillary flow in porous media by electroosmotic pumping","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"H2020 European Research Council; Azrieli Foundation; European Commission","keywords":"Capillary action; Porous medium; Flow (mathematics); Flow control (data); Electro-osmosis; Porosity; Mechanics; Materials science; Environmental science; Chromatography; Chemistry; Computer science; Composite material; Physics; Telecommunications; Electrophoresis","score_opus":0.003504721610273815,"score_gpt":0.1856746988863902,"score_spread":0.1821699772761164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903763975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650353,0.0002103821,0.0016168513,0.00009527729,0.00016511032,0.00006273918,0.00001061686,0.00007857404,0.0012568966],"genre_scores_gemma":[0.9996894,0.000041239644,0.00006546197,0.000100336096,0.000048090136,0.0000019341728,0.0000045947304,0.000016836186,0.000032100455],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946624,0.000016399406,0.00014844807,0.00009998511,0.00008475963,0.00018415332],"domain_scores_gemma":[0.9997879,0.000042485397,0.000015796972,0.00010162142,0.000013910025,0.000038247133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007058609,0.00008547549,0.00014952016,0.00006747834,0.000013560397,0.0000067361752,0.00005179443,0.000073250965,0.000038975857],"category_scores_gemma":[0.000034684334,0.00007936113,0.000028947772,0.00014744424,0.000028789587,0.000024382569,0.000003830657,0.00013349488,0.000035044333],"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":[0.00017267912,0.00018526173,0.00129005,0.00024282614,0.0001488109,0.00003532018,0.00068236014,0.005319478,0.9386942,0.0010266835,0.0009535407,0.051248834],"study_design_scores_gemma":[0.00092991075,0.00021797205,0.007680383,0.00008069184,0.000017228873,0.0000062512972,0.000016580894,0.9304171,0.059308384,0.00076425966,0.00036577153,0.00019546995],"about_ca_topic_score_codex":0.000021353735,"about_ca_topic_score_gemma":0.00013643996,"teacher_disagreement_score":0.92509764,"about_ca_system_score_codex":0.000047335216,"about_ca_system_score_gemma":0.000004333439,"threshold_uncertainty_score":0.3236253},"labels":[],"label_agreement":null},{"id":"W2904088102","doi":"10.1039/c8lc00938d","title":"On-chip refractive index cytometry for whole-cell deformability discrimination","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Cytometry; Index (typography); Refractive index; Chip; Flow cytometry; Optoelectronics; Optics; Materials science; Computer science; Telecommunications; Biology; Physics; Molecular biology; World Wide Web","score_opus":0.016204560120758913,"score_gpt":0.2445508549143629,"score_spread":0.228346294793604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904088102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766325,0.000059432896,0.013638901,0.00027970728,0.00035330336,0.00028184545,0.000053171734,0.00069590466,0.008005242],"genre_scores_gemma":[0.99846447,0.000014299782,0.0009146254,0.00016904964,0.00011503608,0.000015527447,0.000024548352,0.000027072334,0.00025540518],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992201,0.000015011105,0.00016048273,0.00022122267,0.00012755538,0.00025566062],"domain_scores_gemma":[0.9993872,0.00012683375,0.000039400347,0.00035336454,0.000056664685,0.00003655241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017352292,0.00016878205,0.00015250697,0.00015239864,0.00010113923,0.00002954704,0.00015283318,0.00018855139,0.000016869735],"category_scores_gemma":[0.00018455177,0.00013694093,0.000059781338,0.00020843827,0.00010348403,0.0000832427,0.0000356414,0.00021903175,0.00012928346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010837401,0.0008830125,0.0038986348,0.0008046187,0.00013970981,0.000009636631,0.002589375,0.00013308664,0.7254386,0.013381145,0.08696811,0.16467032],"study_design_scores_gemma":[0.0010248527,0.0008076899,0.013059031,0.000103379454,0.000023816443,0.000004138063,0.0004403856,0.0051875776,0.9523174,0.011471243,0.015125308,0.00043515846],"about_ca_topic_score_codex":0.000009374005,"about_ca_topic_score_gemma":0.000011133033,"teacher_disagreement_score":0.2268788,"about_ca_system_score_codex":0.00014420677,"about_ca_system_score_gemma":0.000011827833,"threshold_uncertainty_score":0.5584289},"labels":[],"label_agreement":null},{"id":"W2904960297","doi":"10.1039/c8lc01053f","title":"Natural gas vaporization in a nanoscale throat connected model of shale: multi-scale, multi-component and multi-phase","year":2018,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":42,"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; University of Alberta; Alberta Hospital Edmonton; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Alberta Innovates; E.W.R. Steacie Memorial Fund","keywords":"Vaporization; Component (thermodynamics); Nanoscopic scale; Nanopore; Oil shale; Scale (ratio); Extraction (chemistry); Petroleum engineering; Shale gas; Phase (matter); Materials science; Organic component; Process engineering; Environmental science; Biological system; Nanotechnology; Chemistry; Chemical engineering; Chromatography; Waste management; Geology; Engineering; Physics; Thermodynamics; Organic chemistry; Biology","score_opus":0.026284793427507957,"score_gpt":0.26830116795914893,"score_spread":0.242016374531641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904960297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94553804,0.0001541213,0.053621657,0.000060312737,0.00013540067,0.00022388757,0.000027957884,0.00013742989,0.000101176156],"genre_scores_gemma":[0.9906889,0.00008162518,0.008850576,0.00006143361,0.00003292159,0.000020306128,0.00006699329,0.00003208972,0.00016511757],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897873,0.000049306153,0.00034142725,0.00024740232,0.00016610266,0.0002170296],"domain_scores_gemma":[0.99952877,0.00002639175,0.000057414643,0.00022415961,0.000070531874,0.00009272106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009982612,0.00019263393,0.0002901425,0.00023207742,0.000049699283,0.000020425912,0.000108720735,0.00011359269,0.000021237696],"category_scores_gemma":[0.000044723824,0.00017171605,0.00005959323,0.00038628982,0.0000794748,0.00012850319,0.000029895902,0.00017615255,0.000014043201],"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":[0.00019722826,0.001575669,0.0047767544,0.0001847758,0.00015599222,0.000012583579,0.008923705,0.16955341,0.8118909,0.00014397797,0.00008356812,0.0025014204],"study_design_scores_gemma":[0.0038597863,0.00005488567,0.0024415066,0.0000554809,0.000019016843,0.0000011943945,0.00010780619,0.9610929,0.0321493,0.000012926253,0.000018129673,0.00018710492],"about_ca_topic_score_codex":0.000070055976,"about_ca_topic_score_gemma":0.0012140351,"teacher_disagreement_score":0.79153943,"about_ca_system_score_codex":0.000044320168,"about_ca_system_score_gemma":0.000012805352,"threshold_uncertainty_score":0.7002377},"labels":[],"label_agreement":null},{"id":"W2907546350","doi":"10.1039/c8lc01256c","title":"Two-level submicron high porosity membranes (2LHPM) for the capture and release of white blood cells (WBCs)","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 and Génome Québec Innovation Centre; McGill University; National Research Council Canada","funders":"National Research Council Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; McGill University","keywords":"Porosity; Membrane; Chemical engineering; Materials science; Chemistry; Biomedical engineering; Chromatography; Biophysics; Composite material; Engineering; Biology; Biochemistry","score_opus":0.009420155619935307,"score_gpt":0.1840025713438245,"score_spread":0.1745824157238892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907546350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964096,0.001907433,0.0002012535,0.0004176641,0.0002216748,0.00030368855,0.00013056197,0.00020799912,0.00020012764],"genre_scores_gemma":[0.99760467,0.00047387977,0.0011785779,0.0001223814,0.000032116644,0.000003744419,0.00000832523,0.000022880693,0.000553409],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999433,0.000010217077,0.00013207356,0.00016205908,0.00007791759,0.0001847458],"domain_scores_gemma":[0.9994914,0.00008936362,0.000037916536,0.0003308503,0.000026230044,0.000024240315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010304749,0.000146647,0.00018792869,0.00004056504,0.0000613649,0.000015044442,0.00015194746,0.00012033637,0.00001678606],"category_scores_gemma":[0.000016093387,0.00009880467,0.000046548113,0.00007862302,0.000059949158,0.000028370448,0.00005525005,0.00015152857,0.000008062738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004604806,0.00003083579,0.00069884874,0.00026194938,0.000049392933,0.0000022629542,0.00025652046,0.00017433206,0.9947454,0.0010490475,0.0016584961,0.0010269206],"study_design_scores_gemma":[0.0008976814,0.00007386264,0.002945552,0.00006244382,0.00006213611,0.000008027222,0.00016381072,0.00046005988,0.99285567,0.0002770428,0.0020227132,0.00017101811],"about_ca_topic_score_codex":0.000084687206,"about_ca_topic_score_gemma":0.000024903604,"teacher_disagreement_score":0.0022467033,"about_ca_system_score_codex":0.000009861791,"about_ca_system_score_gemma":0.000008207861,"threshold_uncertainty_score":0.40291372},"labels":[],"label_agreement":null},{"id":"W2909232878","doi":"10.1039/c8lc01214h","title":"Digital microfluidics and nuclear magnetic resonance spectroscopy for <i>in situ</i> diffusion measurements and reaction monitoring","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Bruker (Canada); University of Toronto; Milton District Hospital; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Microscale chemistry; Interfacing; Nuclear magnetic resonance spectroscopy; Spectroscopy; Nuclear magnetic resonance; In situ; Materials science; Diffusion; Digital microfluidics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Optoelectronics; Physics; Computer science; Chromatography; Organic chemistry","score_opus":0.01121401696822536,"score_gpt":0.27048243752682843,"score_spread":0.25926842055860305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909232878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036354,0.00025937665,0.000048178576,0.00010511479,0.00006186807,0.00031849658,0.000018156303,0.000014574301,0.008810725],"genre_scores_gemma":[0.9990432,0.00003863261,0.000352015,0.000025665413,0.0001149519,0.000023129016,0.00000747581,0.000015180607,0.00037971794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994642,0.0000064465326,0.00009628091,0.00021480744,0.00007213186,0.000146124],"domain_scores_gemma":[0.99977297,0.000023547731,0.000033285643,0.000121717625,0.000010512019,0.000037957485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043871503,0.00009229021,0.00009664555,0.000026167872,0.000070933886,0.000067096014,0.000043526234,0.000022678503,0.000007269495],"category_scores_gemma":[0.0000018645811,0.0000915822,0.000019326717,0.000055417582,0.000015749813,0.00009475851,0.000021477486,0.00008584377,0.000017287546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051933188,0.000076081946,0.119254746,0.000008590272,0.0000024225494,7.1008074e-8,0.00008393607,8.601295e-8,0.8674945,0.0031795783,0.00005234292,0.009795664],"study_design_scores_gemma":[0.0039821323,0.0006571225,0.4183495,0.0002851392,0.000027863958,0.0000016949864,0.00046543774,0.0001344386,0.50448745,0.007627648,0.06346788,0.00051366],"about_ca_topic_score_codex":0.000016683896,"about_ca_topic_score_gemma":0.0000010500391,"teacher_disagreement_score":0.36300707,"about_ca_system_score_codex":0.000019692026,"about_ca_system_score_gemma":0.000006225993,"threshold_uncertainty_score":0.3734614},"labels":[],"label_agreement":null},{"id":"W2909723634","doi":"10.1039/c8lc00982a","title":"Paraffin-embedding lithography and micro-dissected tissue micro-arrays: tools for biological and pharmacological analysis of <i>ex vivo</i> solid tumors","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":27,"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; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Institute of Cancer Research; Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Prostate Cancer Canada; Polytechnique Montréal; Canadian Cancer Society Research Institute; Cancer Research Society; Canadian Urological Oncology Group","keywords":"Ex vivo; Lithography; Nanotechnology; Biological tissue; Biomedical engineering; Embedding; Materials science; In vivo; Chemistry; Biology; Engineering; Computer science; Optoelectronics; Biotechnology","score_opus":0.03129053472569976,"score_gpt":0.33181844862104437,"score_spread":0.3005279138953446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909723634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99655247,0.0014551347,0.00011488384,0.0002629022,0.00008595323,0.0007675256,0.00020421058,0.00003403582,0.0005228715],"genre_scores_gemma":[0.9933376,0.0007142969,0.004670522,0.0008659642,0.00007317088,0.000033278317,0.00008482414,0.00001593262,0.00020441909],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986731,0.00005940559,0.00035522997,0.00047789526,0.00012125398,0.0003131408],"domain_scores_gemma":[0.9990661,0.00035162547,0.00014843268,0.00018396047,0.00006992191,0.00017994297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025391503,0.00021933025,0.00086018944,0.0002749913,0.000048858965,0.000034896315,0.00007502682,0.00012419038,0.00047751667],"category_scores_gemma":[0.00006846518,0.00015669252,0.00022005277,0.0006137483,0.00012319938,0.000045531633,0.00004526564,0.00015141888,0.0000047428252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010896948,0.00022349156,0.018103758,0.00013162849,0.00091843755,0.000012729599,0.00022219184,0.000014630292,0.9711375,0.00007431029,0.00035706317,0.007714556],"study_design_scores_gemma":[0.0060020476,0.00291453,0.09431392,0.00019637238,0.0037171766,0.000048825877,0.00041990797,0.0005289967,0.858083,0.00005645151,0.033208657,0.0005101155],"about_ca_topic_score_codex":0.000014805567,"about_ca_topic_score_gemma":0.000005659935,"teacher_disagreement_score":0.11305451,"about_ca_system_score_codex":0.000016857788,"about_ca_system_score_gemma":0.00002544508,"threshold_uncertainty_score":0.63897353},"labels":[],"label_agreement":null},{"id":"W2910897194","doi":"10.1039/c8lc01170b","title":"An integrated droplet-digital microfluidic system for on-demand droplet creation, mixing, incubation, and sorting","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":80,"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":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Concordia University; Canada Foundation for Innovation","keywords":"Microfluidics; Digital microfluidics; Fluidics; Sorting; Mixing (physics); On demand; Nanotechnology; Yeast; Process (computing); Computer science; Chemistry; Process engineering; Materials science; Engineering; Electrowetting; Operating system; Optoelectronics; Physics; Electrical engineering; Biochemistry; Multimedia","score_opus":0.007413487542809189,"score_gpt":0.2297243631438775,"score_spread":0.22231087560106833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910897194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77867246,0.00012605134,0.21353766,0.00005769593,0.00024822154,0.00070145173,0.000107169326,0.00071450684,0.00583481],"genre_scores_gemma":[0.99803483,0.000007958783,0.0005330399,0.00019734744,0.00011207477,0.000065211694,0.0006338584,0.000064776934,0.00035092625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885607,0.000018841734,0.0004318165,0.0003055545,0.00014234199,0.00024535586],"domain_scores_gemma":[0.9993073,0.000059504797,0.000101185244,0.00028668696,0.00020264937,0.00004268078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032683363,0.00024052235,0.00024137124,0.00023035824,0.00010176649,0.00013783712,0.00012973115,0.00013646804,0.000023888137],"category_scores_gemma":[0.00005270558,0.00022566826,0.00003371568,0.0003904559,0.000040038183,0.0002512242,0.000015868107,0.00017493559,0.00004265835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016461835,0.00012602529,0.0072803795,0.00080632226,0.00012844164,0.000004173458,0.0013772383,0.000092638,0.7987668,0.14531898,0.017266005,0.028668363],"study_design_scores_gemma":[0.0024619896,0.0011218251,0.0025710254,0.00076889555,0.000038184993,0.000038974074,0.0012188294,0.015145037,0.924375,0.0026187035,0.048620585,0.001020924],"about_ca_topic_score_codex":0.0000063365237,"about_ca_topic_score_gemma":3.0765412e-7,"teacher_disagreement_score":0.21936238,"about_ca_system_score_codex":0.00018871162,"about_ca_system_score_gemma":0.0000249565,"threshold_uncertainty_score":0.92024845},"labels":[],"label_agreement":null},{"id":"W2910909070","doi":"10.1039/c8lc01121d","title":"Organic-free, versatile sessile droplet microfluidic device for chemical separation using an aqueous two-phase system","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Royal Military College of Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aqueous solution; Microfluidics; Extraction (chemistry); Polyethylene glycol; Analyte; Chromatography; PEG ratio; Aqueous two-phase system; Chemistry; Liquid–liquid extraction; Substrate (aquarium); Analytical Chemistry (journal); Materials science; Nanotechnology; Organic chemistry","score_opus":0.013685484564010458,"score_gpt":0.27125035893462984,"score_spread":0.25756487437061937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910909070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908678,0.0015431498,0.004914403,0.000038696842,0.0002786621,0.00043138434,0.000049908846,0.0015881218,0.0002878875],"genre_scores_gemma":[0.99753237,0.000022244014,0.0020234555,0.000069393274,0.00011074905,0.000028546547,0.00007197405,0.00007319169,0.00006808201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896955,0.000022616628,0.00022972494,0.00029628084,0.000111096684,0.0003707328],"domain_scores_gemma":[0.99924284,0.00006255432,0.000050257462,0.00054581586,0.000042309417,0.00005620574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013884332,0.00021365014,0.00024485207,0.000092568225,0.00007138469,0.000047026577,0.00026907338,0.00017060872,0.0000221869],"category_scores_gemma":[0.000044721004,0.00021832062,0.000054575896,0.00018428081,0.000018906187,0.000115203926,0.000037069094,0.00020030353,0.00007028142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035793102,0.000049498645,0.000032560798,0.00018126237,0.000027362315,0.0000038212183,0.00016725012,0.0000596614,0.9946142,0.0004948439,0.0029840155,0.0013497543],"study_design_scores_gemma":[0.0018749821,0.0001940978,0.000002908947,0.000114747476,0.000033826494,0.000040262785,0.00023710667,0.010977611,0.9812833,0.000042824395,0.004936532,0.00026179818],"about_ca_topic_score_codex":0.00002781077,"about_ca_topic_score_gemma":0.000004338218,"teacher_disagreement_score":0.013330874,"about_ca_system_score_codex":0.00025391922,"about_ca_system_score_gemma":0.000040615203,"threshold_uncertainty_score":0.8902856},"labels":[],"label_agreement":null},{"id":"W2911599184","doi":"10.1039/c8lc01260a","title":"Chloroform compatible, thiol-ene based replica molded micro chemical devices as an alternative to glass microfluidic chips","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"University of British Columbia","funders":"Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; University of British Columbia; Lundbeckfonden","keywords":"Replica; Microfluidics; Chloroform; Thiol; Nanotechnology; Microfluidic chip; Materials science; Polymer science; Chemistry; Chromatography; Organic chemistry; Art","score_opus":0.014066180740455642,"score_gpt":0.25341098728013184,"score_spread":0.23934480653967619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911599184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97313046,0.00013702328,0.011319777,0.00040469333,0.00034170205,0.00079517916,0.00006798065,0.00077223004,0.01303095],"genre_scores_gemma":[0.9918174,0.000013889589,0.002626419,0.0046369364,0.00017873822,0.00008570047,0.00033478017,0.00009709529,0.00020904902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99807805,0.000031944903,0.00050913857,0.00056998833,0.00031671487,0.00049418554],"domain_scores_gemma":[0.9987566,0.00005980827,0.000099356774,0.0007765896,0.00018522759,0.00012242178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036464576,0.0004131875,0.00040577597,0.0003030298,0.000069969916,0.00007027188,0.0005393071,0.00019715758,0.00016922403],"category_scores_gemma":[0.00003298475,0.0003995231,0.00007628696,0.00087029766,0.000051937037,0.00019950398,0.00007978068,0.0004505934,0.0005324153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001282298,0.000101073645,0.0006059543,0.000099628836,0.000045204957,0.000005951024,0.00034072372,0.000024327572,0.9823639,0.0063299984,0.0075535756,0.0024014357],"study_design_scores_gemma":[0.0007779699,0.00028129117,0.0014664495,0.00015623153,0.000010919529,0.000012201482,0.000067013076,0.0013390078,0.9682026,0.0004764106,0.02672199,0.00048790715],"about_ca_topic_score_codex":0.00006747987,"about_ca_topic_score_gemma":0.0000013052535,"teacher_disagreement_score":0.019168414,"about_ca_system_score_codex":0.00026730172,"about_ca_system_score_gemma":0.000052679425,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W2911874031","doi":"10.1039/c8lc01204k","title":"Live sperm trap microarray for high throughput imaging and analysis","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Reproductive Biology and Fertility","field":"Medicine","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":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation of Korea; Ministry of Education; Canadian Institutes of Health Research; National Research Foundation","keywords":"Throughput; Trap (plumbing); Sperm; Microarray; Computational biology; Biology; Computer science; Chemistry; Engineering; Genetics; Telecommunications; Gene; Gene expression; Wireless","score_opus":0.015228177954744224,"score_gpt":0.2763958901194509,"score_spread":0.2611677121647067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911874031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950551,0.0005008778,0.00014409148,0.0019436702,0.00013569611,0.00038508372,0.00002040679,0.000026580816,0.0017884892],"genre_scores_gemma":[0.9965308,0.000020888172,0.0006995006,0.0010046547,0.00013624845,0.000010058846,0.000046302273,0.0000075523235,0.001544042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992603,0.000030004763,0.000111740694,0.00040440154,0.000049826955,0.00014373354],"domain_scores_gemma":[0.9994742,0.0000682535,0.000037546717,0.00032979317,0.000046844114,0.000043309963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019749657,0.000095081195,0.00027768983,0.00006163073,0.00003925478,0.0000063522575,0.000037554284,0.00005220004,0.00019077172],"category_scores_gemma":[0.00006761733,0.000068900204,0.00009461063,0.000119146716,0.00007498833,0.00003087959,0.000012609947,0.000100126636,0.00004962656],"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":[0.0026347039,0.00014879266,0.9492632,0.00007090734,0.0005666742,0.000004368421,0.00087032415,8.7063e-7,0.04060161,0.00071823667,0.000325605,0.0047946637],"study_design_scores_gemma":[0.0009315693,0.0001992727,0.98671156,0.000013555368,0.00032355107,0.000005981397,0.000109223634,0.000064152475,0.009185573,0.0006835126,0.0016929528,0.000079066216],"about_ca_topic_score_codex":0.000036413345,"about_ca_topic_score_gemma":0.000006561486,"teacher_disagreement_score":0.037448347,"about_ca_system_score_codex":0.000019169904,"about_ca_system_score_gemma":0.000015053665,"threshold_uncertainty_score":0.28096688},"labels":[],"label_agreement":null},{"id":"W2913117687","doi":"10.1039/c8lc01406j","title":"On-chip phenotypic investigation of combinatory antibiotic effects by generating orthogonal concentration gradients","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; National Research Foundation of Korea","keywords":"Antibiotics; Chip; Phenotype; Biology; Biological system; Microbiology; Genetics; Computer science; Telecommunications; Gene","score_opus":0.006704188867325114,"score_gpt":0.2057596601004487,"score_spread":0.19905547123312356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913117687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908509,0.00009018193,0.0054822317,0.000020327825,0.00043190323,0.00038631074,0.000016899947,0.0001783382,0.002542856],"genre_scores_gemma":[0.9988586,0.0000036106912,0.00029493577,0.00045224716,0.00003078925,0.000007247801,0.00025370115,0.000030254385,0.00006862723],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909496,0.00004111358,0.00029467934,0.00018837502,0.0002015577,0.00017931171],"domain_scores_gemma":[0.99953544,0.00006449972,0.00010241189,0.00019758748,0.00007085028,0.000029190469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020229866,0.00016822509,0.00018363874,0.00008562364,0.000041644573,0.000015327165,0.00009575612,0.00010045198,0.00002123335],"category_scores_gemma":[0.000034507986,0.00016980853,0.000029390796,0.00034059797,0.000051497875,0.000092101975,0.000012096361,0.000205851,0.000045191293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013649293,0.000032863685,0.0069212494,0.00018624439,0.00002381309,5.815533e-7,0.00017840973,0.00010087158,0.8940551,0.09447205,0.0023344292,0.0016807213],"study_design_scores_gemma":[0.0007016928,0.00023753439,0.013726659,0.00021910261,0.000007831141,0.0000010140035,0.000009491856,0.003553311,0.9791189,0.0021473332,0.00008925451,0.00018786798],"about_ca_topic_score_codex":0.000002530147,"about_ca_topic_score_gemma":1.1495336e-7,"teacher_disagreement_score":0.09232472,"about_ca_system_score_codex":0.000101139005,"about_ca_system_score_gemma":0.000021766686,"threshold_uncertainty_score":0.69245905},"labels":[],"label_agreement":null},{"id":"W2913602432","doi":"10.1039/c8lc00995c","title":"Dual-phone illumination-imaging system for high resolution and large field of view multi-modal microscopy","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; McGill University","keywords":"Modal; Microscopy; High resolution; Optics; Dual (grammatical number); Resolution (logic); Superresolution; Field (mathematics); Phone; Nanotechnology; Computer science; Materials science; Physics; Engineering; Computer vision; Remote sensing; Artificial intelligence; Geology; Art; Philosophy; Image (mathematics); Mathematics","score_opus":0.005855458321820307,"score_gpt":0.2836780750120304,"score_spread":0.2778226166902101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913602432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826306,0.001073507,0.115059584,0.00013280324,0.00018112928,0.00065369764,0.00011827283,0.000039519953,0.00011091525],"genre_scores_gemma":[0.9591335,0.00007632852,0.040157158,0.00020819792,0.00004458433,0.000036124136,0.000084590494,0.00001931275,0.00024020461],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993041,0.000025658948,0.00016737905,0.00027028014,0.000059208633,0.00017337393],"domain_scores_gemma":[0.9995397,0.000021755597,0.000098201475,0.00024073485,0.000071919785,0.000027726495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014458435,0.000112193324,0.0001482654,0.000036759473,0.00004638471,0.000009416789,0.000075627286,0.00009516857,0.000004395657],"category_scores_gemma":[0.000054288466,0.00010911995,0.000037215632,0.000045927573,0.00002871323,0.0000056076124,0.000058261452,0.00005749702,0.0000035959754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108770095,0.000043733035,0.0016841316,0.00020180861,0.000008178517,4.71926e-7,0.00004134157,0.0000016350655,0.9957872,0.0009290639,0.00029366187,0.00089997594],"study_design_scores_gemma":[0.0008178998,0.00024047369,0.0008853991,0.00017075504,0.0000077623745,0.0000047208864,0.00007028542,0.00029291646,0.9933658,0.000029359308,0.003992156,0.00012244872],"about_ca_topic_score_codex":0.000017448883,"about_ca_topic_score_gemma":0.000010358049,"teacher_disagreement_score":0.07650293,"about_ca_system_score_codex":0.000018810999,"about_ca_system_score_gemma":0.000018178112,"threshold_uncertainty_score":0.44497824},"labels":[],"label_agreement":null},{"id":"W2914448881","doi":"10.1039/c8lc01321g","title":"Microfluidic assay for the on-chip electrochemical measurement of cell monolayer permeability","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Pakistan Atomic Energy Commission","keywords":"Microfluidic chip; Permeability (electromagnetism); Cell permeability; Microfluidics; Electrochemistry; Chip; Monolayer; Lab-on-a-chip; Fluorescence; Chemistry; Materials science; Nanotechnology; Chromatography; Engineering; Electrode; Biochemistry; Membrane; Physics; Electrical engineering; Optics","score_opus":0.015380369586212085,"score_gpt":0.23377483444097238,"score_spread":0.2183944648547603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914448881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98822117,0.00070413837,0.00038192156,0.0008706572,0.000013521224,0.00026651993,0.000017271383,0.000035741545,0.009489056],"genre_scores_gemma":[0.99848384,0.00008154617,0.000083230356,0.0003339526,0.000092981136,0.00014922844,0.000022194028,0.00002185902,0.00073114736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985914,0.000021206402,0.00029660657,0.00040439406,0.00037777884,0.0003085751],"domain_scores_gemma":[0.99859583,0.00038630117,0.00012121938,0.00071407703,0.00011473376,0.00006783201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036411753,0.00018575638,0.0002570752,0.000019804565,0.000078898614,0.000017134256,0.0003813726,0.00011896339,0.0003477448],"category_scores_gemma":[0.00009245242,0.00012426534,0.00028640858,0.00013732929,0.000033030432,0.000013607805,0.00003083016,0.000303397,0.00011009205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010621675,0.00039997796,0.0005744375,0.000098715325,0.000064925225,3.43244e-8,0.000033564862,0.0000012512562,0.9961653,0.00080998626,0.0014541431,0.0002914544],"study_design_scores_gemma":[0.00045134887,0.000064019,0.00015530782,0.000029094961,0.00007287902,3.9218264e-7,0.000022245547,0.00028255614,0.98769623,0.0008732605,0.010210628,0.00014202649],"about_ca_topic_score_codex":0.00000888006,"about_ca_topic_score_gemma":0.0000024487942,"teacher_disagreement_score":0.010262688,"about_ca_system_score_codex":0.000121871824,"about_ca_system_score_gemma":0.000054639855,"threshold_uncertainty_score":0.5067393},"labels":[],"label_agreement":null},{"id":"W2921218192","doi":"10.1039/c9lc00128j","title":"Semi-automated on-demand control of individual droplets with a sample application to a drug screening assay","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Regional Municipality of Waterloo; University of Waterloo","funders":"Waterloo Institute for Nanotechnology, University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Microfluidics; Repeatability; On demand; Throughput; Sorting; Computer science; Nanotechnology; Tracking (education); Mixing (physics); Flow control (data); Fabrication; Sample (material); Drug delivery; Simulation; Biological system; Biomedical engineering; Materials science; Engineering; Chemistry; Chromatography; Algorithm; Physics","score_opus":0.006415290463348535,"score_gpt":0.22285669584832063,"score_spread":0.21644140538497209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921218192","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":[0.399512,0.000012299295,0.5972365,0.00009337202,0.000031359396,0.0005810534,0.0001070618,0.0005847596,0.0018415987],"genre_scores_gemma":[0.9965341,6.193969e-7,0.0024329466,0.0006973402,0.000028906232,0.00008200515,0.00014106928,0.00003753397,0.000045491877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909335,0.00002248101,0.00024599332,0.00019587157,0.00025696636,0.00018535717],"domain_scores_gemma":[0.99941546,0.00009958997,0.00007420827,0.00028575482,0.00009449641,0.00003051618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039170982,0.00016159526,0.00021596924,0.00019494758,0.00002762613,0.000018283095,0.00015863519,0.000066380824,0.000029933772],"category_scores_gemma":[0.00002860607,0.00014039189,0.000021634558,0.00060565287,0.000020479476,0.000052524978,0.000018926288,0.00016397468,0.000046152458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052786485,0.00021141795,0.009902674,0.00030689797,0.0003844116,0.0000042237402,0.0023516172,0.010736083,0.87044746,0.058498785,0.01938908,0.02723946],"study_design_scores_gemma":[0.003725767,0.0008059936,0.024989836,0.00058607484,0.000052341504,0.000010182444,0.00023909805,0.06844947,0.8847405,0.0005398959,0.015063474,0.00079740153],"about_ca_topic_score_codex":0.000015593774,"about_ca_topic_score_gemma":8.626113e-7,"teacher_disagreement_score":0.5970221,"about_ca_system_score_codex":0.000049047387,"about_ca_system_score_gemma":0.000015465275,"threshold_uncertainty_score":0.5725015},"labels":[],"label_agreement":null},{"id":"W2921351214","doi":"10.1039/c9lc00073a","title":"An integrated microfluidic flow-focusing platform for on-chip fabrication and filtration of cell-laden microgels","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Microfluidics; Fabrication; Filtration (mathematics); Microfluidic chip; Nanotechnology; Lab-on-a-chip; Chip; Cross-flow filtration; Flow (mathematics); Materials science; Chemistry; Membrane; Engineering; Electrical engineering; Physics; Mechanics","score_opus":0.018856301583941307,"score_gpt":0.2647899299077113,"score_spread":0.24593362832376997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921351214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99220145,0.00014011098,0.005840522,0.00006565229,0.00015813485,0.00044994304,0.000037560727,0.0001003526,0.0010062723],"genre_scores_gemma":[0.99573696,0.00006217472,0.0038196004,0.000055250624,0.00007211236,0.000018786552,0.00009226187,0.000035248966,0.00010761261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991045,0.000023081386,0.0002246708,0.00021226567,0.00020141175,0.0002340817],"domain_scores_gemma":[0.99931127,0.00022665727,0.000041060182,0.0002625054,0.0000692557,0.00008924395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173485,0.00013188377,0.0001623944,0.00016048684,0.000039131526,0.000045212524,0.00015878181,0.00012890872,0.000054771273],"category_scores_gemma":[0.000110704954,0.000119781806,0.000034519955,0.00019513957,0.000037242764,0.00009701636,0.000016493224,0.00020834697,0.00004853818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006593733,0.000053849737,0.00059100066,0.00024259325,0.000016200234,3.9613133e-7,0.0003403843,0.00016728819,0.9719314,0.00027311774,0.0006013708,0.025716446],"study_design_scores_gemma":[0.0007000352,0.00030969665,0.004194813,0.00015533256,0.000007934253,0.0000015199098,0.000074285825,0.03740047,0.9538773,0.00029378635,0.0028237316,0.00016110922],"about_ca_topic_score_codex":0.000019546214,"about_ca_topic_score_gemma":0.0000024421972,"teacher_disagreement_score":0.03723318,"about_ca_system_score_codex":0.00006662166,"about_ca_system_score_gemma":0.000030558476,"threshold_uncertainty_score":0.48845604},"labels":[],"label_agreement":null},{"id":"W2921660770","doi":"10.1039/c8lc01397g","title":"Multiparameter antibiotic resistance detection based on hydrodynamic trapping of individual <i>E. coli</i>","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":39,"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":"Engineering and Physical Sciences Research Council; Universidade de São Paulo; Royal Society","keywords":"Antibiotic resistance; Antibiotics; Microbiology; Trapping; Biology; Ecology","score_opus":0.008041138334732982,"score_gpt":0.1888613711889122,"score_spread":0.1808202328541792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921660770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99584526,0.00008829091,0.0009912734,0.000052833308,0.00023183128,0.00018955272,0.000018789451,0.0004424867,0.0021396936],"genre_scores_gemma":[0.99908155,0.00002008271,0.0006371351,0.00012209799,0.000012532074,0.0000013235625,0.0000063184266,0.000022792607,0.00009619174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930155,0.00002064843,0.00016373792,0.00017772077,0.00015644867,0.00017987011],"domain_scores_gemma":[0.9995491,0.000077495744,0.000040249142,0.00030163061,0.0000125572105,0.000018961871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112397975,0.00013689528,0.00017416295,0.00015292839,0.00002674349,0.000015029525,0.00013404833,0.00013648398,0.000008685289],"category_scores_gemma":[0.000028586728,0.0001253382,0.000054883367,0.00021169623,0.000039276103,0.000027821618,0.0000121905405,0.00018881902,0.000046459834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009713653,0.00006393232,0.00037487707,0.00022974848,0.00003084517,0.000003965151,0.000080039135,0.004929138,0.9858747,0.00012373892,0.0005619821,0.0076298667],"study_design_scores_gemma":[0.00070465775,0.00018425772,0.00784567,0.00037538816,0.000016382051,0.0000011649515,0.00003680447,0.06079974,0.9286016,0.00006323854,0.0011370522,0.00023404937],"about_ca_topic_score_codex":0.0000034590323,"about_ca_topic_score_gemma":0.000010594642,"teacher_disagreement_score":0.057273135,"about_ca_system_score_codex":0.00004307182,"about_ca_system_score_gemma":0.000007021951,"threshold_uncertainty_score":0.5111144},"labels":[],"label_agreement":null},{"id":"W2922426886","doi":"10.1039/c9lc00036d","title":"Hydrodynamic shuttling for deterministic high-efficiency multiple single-cell capture in a microfluidic chip","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Institute of Cancer Research","funders":"National Chung-Hsing University; National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Microfluidics; Chip; Microfluidic chip; Lab-on-a-chip; Computer science; Nanotechnology; Materials science; Telecommunications","score_opus":0.009528905107804065,"score_gpt":0.1906363567979136,"score_spread":0.18110745169010953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922426886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99315834,0.0017207292,0.00230563,0.00007507249,0.00058958377,0.0005839528,0.000044723503,0.0007586622,0.00076332764],"genre_scores_gemma":[0.99812156,0.00010060001,0.0011799654,0.000107198124,0.000048142734,0.0000202718,0.00003262177,0.000072289724,0.00031733047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986147,0.000018579272,0.00031409468,0.0003952253,0.00012280927,0.00053456856],"domain_scores_gemma":[0.99925286,0.00019103356,0.00004889944,0.00044031514,0.000019270632,0.000047621954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014222704,0.000302506,0.0003342896,0.00024195097,0.00005444237,0.00004269615,0.00029998453,0.0002759956,0.000014108541],"category_scores_gemma":[0.00009136913,0.0002799775,0.000091408,0.00026835388,0.000052668245,0.000045474084,0.00005159407,0.00031895118,0.00012693416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003975502,0.0001314262,0.0010095651,0.0002437172,0.000008702188,0.000016179594,0.00027659244,0.000801592,0.99444336,0.00015574909,0.0007125475,0.002160789],"study_design_scores_gemma":[0.0047379383,0.0006987437,0.0020614613,0.0006417161,0.00004907794,0.000040402898,0.00049003365,0.19366042,0.7872449,0.00082743075,0.00809198,0.0014558578],"about_ca_topic_score_codex":0.00003871497,"about_ca_topic_score_gemma":0.000024245179,"teacher_disagreement_score":0.20719846,"about_ca_system_score_codex":0.00014337717,"about_ca_system_score_gemma":0.000021650665,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W2938654345","doi":"10.1039/c9lc00276f","title":"Extraction of nucleic acids from blood: unveiling the potential of active pneumatic pumping in centrifugal microfluidics for integration and automation of sample preparation processes","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":77,"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; Canadian Space Agency; National Research Council Canada","funders":"National Research Council Canada; Canadian Space Agency; Health Canada","keywords":"Microfluidics; Automation; Nucleic acid; Extraction (chemistry); Sample (material); Nanotechnology; Engineering; Process engineering; Materials science; Mechanical engineering; Chemistry; Chromatography; Biochemistry","score_opus":0.006016698124972934,"score_gpt":0.2236871377673104,"score_spread":0.21767043964233745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938654345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982048,0.001408354,0.01578409,0.000020094616,0.00004027862,0.00057374325,0.000073112504,0.000019982153,0.000032343516],"genre_scores_gemma":[0.9965302,0.0028842383,0.00040774042,0.000004885492,0.000016857419,0.000035557077,0.000105304265,0.000011765896,0.0000034974285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999367,0.00002594238,0.0003138362,0.00011286292,0.000097109776,0.00008322168],"domain_scores_gemma":[0.99944514,0.00019007981,0.00014932598,0.00012688071,0.00007714163,0.000011431935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010849902,0.00008416179,0.00015917385,0.000078829624,0.00002590584,0.000009140537,0.00006233303,0.00006531574,0.000013633392],"category_scores_gemma":[0.000064491556,0.00007229523,0.000029143373,0.00018060948,0.000020665995,0.00011162444,0.00000676798,0.00006995947,7.5109153e-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":[0.00008107617,0.000051821935,0.00031960412,0.00026485522,0.000030136254,2.0105684e-8,0.0012494772,0.0004479532,0.99564296,0.00044213934,0.000025744066,0.0014442238],"study_design_scores_gemma":[0.0004026013,0.00009795916,0.006510344,0.00014500688,0.000043276785,8.6539643e-7,0.00045302682,0.017106514,0.9743331,0.00079660735,0.000049261336,0.00006142592],"about_ca_topic_score_codex":0.00008064542,"about_ca_topic_score_gemma":0.00001541553,"teacher_disagreement_score":0.021309838,"about_ca_system_score_codex":0.0000280295,"about_ca_system_score_gemma":0.000030208459,"threshold_uncertainty_score":0.2948114},"labels":[],"label_agreement":null},{"id":"W2942163204","doi":"10.1039/c9lc00165d","title":"Accessory-free quantitative smartphone imaging of colorimetric paper-based assays","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation of Korea; Ministry of Education; Canadian Institutes of Health Research; National Research Foundation; E.W.R. Steacie Memorial Fund","keywords":"Smartphone application; Phone; Smart phone; Computer science; Computer vision; Human–computer interaction; Multimedia; Telecommunications","score_opus":0.011998818607088117,"score_gpt":0.2279912195733037,"score_spread":0.21599240096621558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942163204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971163,0.00014944044,0.00095380255,0.0001255848,0.00036743577,0.00011625019,0.000022089602,0.00014933462,0.026953073],"genre_scores_gemma":[0.9990394,0.00000903041,0.0006126929,0.00012113291,0.000027594806,0.0000030028027,0.0000037279915,0.000021436483,0.00016194973],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993605,0.000024555742,0.00015894811,0.00013467892,0.00016077196,0.00016052366],"domain_scores_gemma":[0.99946004,0.00018247406,0.000034448352,0.00024114043,0.00003699907,0.000044924025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011586123,0.0001091744,0.00017840625,0.00017024927,0.000019037203,0.000017961705,0.00012708805,0.00005071309,0.00027979232],"category_scores_gemma":[0.000106143874,0.00009749484,0.00006932023,0.0005170322,0.000022187247,0.000075226984,0.000016030745,0.00015356528,0.00020747528],"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":[0.0005589795,0.0006143766,0.041841704,0.001214816,0.00034349394,0.000033835946,0.00039815457,0.041079972,0.83414274,0.041686725,0.0085391635,0.029546017],"study_design_scores_gemma":[0.003400349,0.0005552672,0.15538386,0.000230025,0.00007197479,0.0000023636615,0.00017972062,0.42547518,0.4076025,0.0021407022,0.0042670737,0.0006910136],"about_ca_topic_score_codex":0.00003231154,"about_ca_topic_score_gemma":0.000008172508,"teacher_disagreement_score":0.4265403,"about_ca_system_score_codex":0.000035689132,"about_ca_system_score_gemma":0.000008232632,"threshold_uncertainty_score":0.39757243},"labels":[],"label_agreement":null},{"id":"W2943517423","doi":"10.1039/c9lc00139e","title":"Profiling protein–protein interactions of single cancer cells with<i>in situ</i>lysis and co-immunoprecipitation","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Immunoprecipitation; In situ; Lysis; Profiling (computer programming); Chemistry; Cancer cell; Cell biology; Computational biology; Nanotechnology; Biophysics; Molecular biology; Cancer; Biology; Materials science; Biochemistry; Computer science; Gene; Genetics","score_opus":0.022397033568019413,"score_gpt":0.3120581414134806,"score_spread":0.2896611078454612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943517423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989372,0.00020111442,0.000007293419,0.0007689078,0.000031322885,0.00083998917,0.000017593977,0.000012034916,0.008749702],"genre_scores_gemma":[0.9908297,0.000022530352,0.0007616809,0.00009470284,0.000038890408,0.0000844994,0.000020903139,0.000013974747,0.008133087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991597,0.000047788602,0.00018080388,0.00019444103,0.00024887917,0.00016840722],"domain_scores_gemma":[0.9995896,0.00006331394,0.00007174768,0.00014391626,0.0000765284,0.000054867454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113465845,0.00010273188,0.00022330845,0.0001383183,0.000034234647,0.000012292549,0.000044719087,0.000037973554,0.00020145923],"category_scores_gemma":[0.000019637613,0.000075028445,0.000035128793,0.00018392382,0.000052233674,0.00006616036,0.000019549576,0.00021949525,0.000042476866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012508509,0.00021073098,0.016017761,0.0003080952,0.00004494077,0.000009045254,0.00039186983,0.000015616104,0.9778076,0.0002919123,0.000014513815,0.0036370545],"study_design_scores_gemma":[0.0010521023,0.0008065062,0.017579177,0.0009051274,0.000015604608,0.0000062819754,0.00018194508,0.0001434904,0.9781027,0.0000615197,0.0010475891,0.00009798951],"about_ca_topic_score_codex":0.000448876,"about_ca_topic_score_gemma":0.00021067883,"teacher_disagreement_score":0.003539065,"about_ca_system_score_codex":0.000048400037,"about_ca_system_score_gemma":0.00005971946,"threshold_uncertainty_score":0.3059571},"labels":[],"label_agreement":null},{"id":"W2943954127","doi":"10.1039/c9lc00254e","title":"Microfluidic blood vasculature replicas using backside lithography","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Microfluidics; Lithography; Nanotechnology; Soft lithography; Materials science; Biomedical engineering; Optoelectronics; Engineering; Medicine; Fabrication; Pathology","score_opus":0.01395202297310908,"score_gpt":0.2559145488902099,"score_spread":0.24196252591710085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943954127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843681,0.002866171,0.00010388887,0.00009034906,0.00032498143,0.0002196189,0.000006175685,0.0003400332,0.011680698],"genre_scores_gemma":[0.9966038,0.0005673939,0.0019612461,0.00021874877,0.00019026692,0.000007551011,0.0000079648025,0.00007232038,0.00037072835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998622,0.000044340155,0.00018278488,0.00031121017,0.00039235814,0.00044730157],"domain_scores_gemma":[0.9989772,0.00012320557,0.000018376611,0.0006855748,0.000033289893,0.00016238962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003467085,0.00016843814,0.00019162984,0.00018983224,0.000040900264,0.000058135734,0.0002860562,0.00018094976,0.0003572804],"category_scores_gemma":[0.00009908282,0.00015281359,0.00013374424,0.0005724616,0.000048923204,0.000050842136,0.0000769478,0.0005605116,0.00053202535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038381702,0.00016916725,0.032433216,0.0006691329,0.0004575615,0.00008211554,0.0002908566,0.00037435562,0.94123733,0.0019145835,0.008274673,0.014058619],"study_design_scores_gemma":[0.0041271383,0.0004108645,0.08279082,0.0013573108,0.00015997185,0.00018591521,0.000068534035,0.013212145,0.4815444,0.001581061,0.4127525,0.0018093223],"about_ca_topic_score_codex":0.000017196475,"about_ca_topic_score_gemma":6.459036e-7,"teacher_disagreement_score":0.45969293,"about_ca_system_score_codex":0.000031190903,"about_ca_system_score_gemma":0.000020192334,"threshold_uncertainty_score":0.6838287},"labels":[],"label_agreement":null},{"id":"W2944203705","doi":"10.1039/c8lc01037d","title":"Effective bioprinting resolution in tissue model fabrication","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":219,"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":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Consellería de Cultura, Educación e Ordenación Universitaria, Xunta de Galicia; National Cancer Institute; National Institutes of Health","keywords":"3D bioprinting; Nanotechnology; Fabrication; Materials science; High resolution; Computer science; Engineering; Biomedical engineering; Tissue engineering","score_opus":0.011973898218021155,"score_gpt":0.2736326931588679,"score_spread":0.26165879494084676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944203705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652493,0.00003766623,0.006585284,0.00010013957,0.00014348298,0.00036872042,0.000001794489,0.00018573915,0.027327875],"genre_scores_gemma":[0.9981308,0.000010053021,0.0013035955,0.000029210869,0.000047388832,0.000037536312,0.0000052138457,0.000020593103,0.000415594],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991944,0.000037460257,0.00012737849,0.0001731287,0.00022226227,0.0002453787],"domain_scores_gemma":[0.9995674,0.00013203143,0.000014579807,0.00021366758,0.000023453185,0.000048904407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040957832,0.00008127095,0.00009777489,0.00016068484,0.00001645348,0.000018211138,0.00013224408,0.00008641613,0.000056727302],"category_scores_gemma":[0.00024636352,0.000081181905,0.000017023223,0.00030824298,0.000017036458,0.000051706138,0.000045471978,0.0002976223,0.0011119719],"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":[0.0000631745,0.00012502022,0.016271217,0.00047875626,0.000026189324,0.0000073008064,0.00091040693,0.34124234,0.3664907,0.009001671,0.0009389659,0.26444426],"study_design_scores_gemma":[0.0002951115,0.000037972513,0.048703995,0.00010405841,0.0000010534667,5.3687853e-7,0.000008600643,0.9182094,0.030116927,0.0007845,0.0016265473,0.00011135443],"about_ca_topic_score_codex":0.000025171446,"about_ca_topic_score_gemma":0.0000057309885,"teacher_disagreement_score":0.576967,"about_ca_system_score_codex":0.00015951775,"about_ca_system_score_gemma":0.0000099931785,"threshold_uncertainty_score":0.9996658},"labels":[],"label_agreement":null},{"id":"W2944712606","doi":"10.1039/c9lc00209j","title":"Two-dimensional planar swimming selects for high DNA integrity sperm","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","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":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Research Foundation of Korea; Canada Foundation for Innovation","keywords":"Sperm; Semen; Biology; Sperm motility; Andrology; Cell biology; Anatomy; Genetics; Medicine","score_opus":0.011279305643539874,"score_gpt":0.24000431593409544,"score_spread":0.22872501029055556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944712606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936243,0.000012141922,0.0003396328,0.00018849464,0.00034252292,0.00025982334,0.00006757939,0.00002420711,0.005141273],"genre_scores_gemma":[0.9944842,1.6333448e-7,0.0021428957,0.00030414393,0.0003981082,0.000007519891,0.00012417813,0.000018562561,0.0025202131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930406,0.000017710481,0.00012497128,0.00021570055,0.0000968459,0.00024072238],"domain_scores_gemma":[0.99957967,0.00010191597,0.000054162607,0.00017202322,0.00003555759,0.00005666611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008749728,0.00013147776,0.0001705915,0.00003418398,0.00006715703,0.000022929853,0.00010310363,0.000036479156,0.00045258892],"category_scores_gemma":[0.0000037772725,0.00011170118,0.00007412381,0.00006824986,0.000010578794,0.000039226907,0.000019668538,0.00018589731,0.0003794199],"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":[0.00039413536,0.00071317825,0.057758816,0.00008649212,0.00023850625,0.0000040660007,0.0004604884,0.001004693,0.13641824,0.7820329,0.014210385,0.006678086],"study_design_scores_gemma":[0.017614873,0.0017427816,0.03967997,0.0006418613,0.0002244137,0.000009759075,0.00040190594,0.007325287,0.7889144,0.09928354,0.041598644,0.0025625662],"about_ca_topic_score_codex":0.00011634521,"about_ca_topic_score_gemma":0.000008651996,"teacher_disagreement_score":0.6827494,"about_ca_system_score_codex":0.00002026811,"about_ca_system_score_gemma":0.000054333716,"threshold_uncertainty_score":0.49555314},"labels":[],"label_agreement":null},{"id":"W2947831403","doi":"10.1039/c9lc00460b","title":"Non-aqueous continuous-flow electrophoresis (NACFE): potential separation complement for continuous-flow organic synthesis","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"York University; Toronto Public Health","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Continuous flow; Aqueous solution; Organic solvent; Electrolyte; Chemistry; Chromatography; Electrophoresis; Flow (mathematics); Separation method; Free-flow electrophoresis; Chemical engineering; Organic chemistry; Polyacrylamide gel electrophoresis; Gel electrophoresis of proteins; Electrode; Biochemical engineering; Mechanics","score_opus":0.006170145203902071,"score_gpt":0.22785297869386953,"score_spread":0.22168283348996745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947831403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51838803,0.00013856219,0.4724107,0.00029062034,0.0007144376,0.0019938059,0.00021774661,0.000761981,0.0050841],"genre_scores_gemma":[0.9919617,0.000027077564,0.0057068407,0.00044887763,0.00022800473,0.00025488227,0.0003607536,0.000110074696,0.00090179394],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982758,0.000026075902,0.0005304883,0.0003894095,0.00026511325,0.00051309395],"domain_scores_gemma":[0.99908113,0.00007964275,0.00012493884,0.00043226234,0.00023483302,0.00004717253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035147954,0.00035051766,0.000460829,0.00020438846,0.0001095536,0.000073884934,0.0002540524,0.00017849357,0.0007225025],"category_scores_gemma":[0.000042181928,0.00035188263,0.00011886134,0.00043471128,0.00003578756,0.00010814035,0.000035815207,0.00024169259,0.00022040185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019838486,0.00010089047,0.00014508021,0.00013875969,0.00017035987,0.0000061367455,0.00019264795,0.00023722977,0.9236338,0.002942626,0.047108226,0.025125872],"study_design_scores_gemma":[0.0011934752,0.0005003755,0.00056675985,0.00010951094,0.00006463388,0.00001532311,0.000083766136,0.040171638,0.92114866,0.0006159306,0.03494678,0.0005831482],"about_ca_topic_score_codex":0.000010396625,"about_ca_topic_score_gemma":0.000003528569,"teacher_disagreement_score":0.47357365,"about_ca_system_score_codex":0.00029346204,"about_ca_system_score_gemma":0.000047083126,"threshold_uncertainty_score":0.9998933},"labels":[],"label_agreement":null},{"id":"W2956799335","doi":"10.1039/c9lc00267g","title":"Magnetic microboats for floating, stiffness tunable, air–liquid interface epithelial cultures","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Cystic Fibrosis Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fonds de Recherche du Québec - Santé","keywords":"Interface (matter); Substrate (aquarium); Stiffness; Materials science; Liquid culture; Composite material; Biology; Ecology","score_opus":0.011170653324600283,"score_gpt":0.2750811416568383,"score_spread":0.263910488332238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956799335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891471,0.00027286226,0.0011170853,0.00036303222,0.00083807687,0.0006048158,0.000043281907,0.00032857404,0.0072851614],"genre_scores_gemma":[0.9904052,0.00002275854,0.0020428116,0.00016259111,0.00022746375,0.00004287357,0.000013370369,0.000068373854,0.0070145526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866146,0.00003655967,0.00022039968,0.00028724456,0.00028331604,0.00051103596],"domain_scores_gemma":[0.99920565,0.00023831255,0.000025080713,0.0003326259,0.00006297431,0.00013538082],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028109603,0.00019508369,0.0002105197,0.00009412146,0.00005035666,0.000048408954,0.00039971902,0.00013941962,0.0005216758],"category_scores_gemma":[0.00028010688,0.0001678564,0.00007380503,0.00018012943,0.00005505515,0.000048849295,0.0000966978,0.000341539,0.00092258805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035179636,0.00009766204,0.00012493411,0.00096619653,0.000059142945,0.0000057804073,0.00084087707,0.0081645595,0.9520935,0.0008110353,0.014281345,0.022203198],"study_design_scores_gemma":[0.0028680654,0.0012225265,0.004957385,0.00068400905,0.000023053968,0.000010205876,0.00013937196,0.028627122,0.67987746,0.000465354,0.28030625,0.0008191915],"about_ca_topic_score_codex":0.000022823648,"about_ca_topic_score_gemma":0.0000064359774,"teacher_disagreement_score":0.27221602,"about_ca_system_score_codex":0.00007168541,"about_ca_system_score_gemma":0.000025306876,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W2957416662","doi":"10.1039/c8lc01370e","title":"Intelligent whole-blood imaging flow cytometry for simple, rapid, and cost-effective drug-susceptibility testing of leukemia","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":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":"Japan Society for the Promotion of Science; University of Tokyo; Cabinet Office, Government of Japan","keywords":"Flow cytometry; Drug; Leukemia; Cytometry; Throughput; Medicine; Pharmacology; Computer science; Immunology","score_opus":0.010188932864019267,"score_gpt":0.27594556255111075,"score_spread":0.26575662968709146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957416662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992432,0.00037472896,0.004463433,0.000028207229,0.000019457839,0.0013199627,0.000031649015,0.0000306715,0.0012998739],"genre_scores_gemma":[0.994652,0.00003179726,0.0045864345,0.00022527266,0.0000688037,0.00008174234,0.000117531294,0.000026702106,0.00020973299],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887365,0.00007303178,0.00024315968,0.00048740115,0.00010366083,0.00021907978],"domain_scores_gemma":[0.99899197,0.00016464954,0.00013562864,0.00048540454,0.00016240675,0.00005996252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004734811,0.0001773247,0.00025778322,0.000090304835,0.000041451236,0.000024098692,0.00014757313,0.00007366855,0.000015295487],"category_scores_gemma":[0.00046198998,0.00016693388,0.00012374141,0.00017540036,0.00007594857,0.000005963898,0.00013716766,0.00010901348,0.0000042706984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009931337,0.00007943279,0.04417038,0.00010572279,0.000075498785,0.0000010267263,0.00004638106,0.000027304932,0.87225384,0.000007932327,0.0005859028,0.08254729],"study_design_scores_gemma":[0.0007127083,0.0003588879,0.005227018,0.000040919258,0.0000729802,0.000004762871,0.00007378591,0.0022659637,0.98527277,0.00013851633,0.005639156,0.00019254992],"about_ca_topic_score_codex":0.0000422687,"about_ca_topic_score_gemma":0.00002636735,"teacher_disagreement_score":0.11301894,"about_ca_system_score_codex":0.000036583206,"about_ca_system_score_gemma":0.000040785486,"threshold_uncertainty_score":0.6807366},"labels":[],"label_agreement":null},{"id":"W2966730819","doi":"10.1039/c9lc00538b","title":"MATE-Seq: microfluidic antigen-TCR engagement sequencing","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"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":"National Cancer Institute; Parker Institute for Cancer Immunotherapy; Natural Sciences and Engineering Research Council of Canada; Gwangju Institute of Science and Technology; California Institute of Technology","keywords":"T-cell receptor; Computational biology; Microfluidics; Antigen; Biology; Computer science; Genetics; Nanotechnology; T cell; Materials science","score_opus":0.020767410386583505,"score_gpt":0.23404882386349402,"score_spread":0.21328141347691051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966730819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908576,0.00069775153,0.00024188818,0.00009702284,0.00045905833,0.0001909141,0.000014810767,0.000026178353,0.0074147778],"genre_scores_gemma":[0.99544376,0.000425355,0.00022797046,0.0013507098,0.00016858875,0.000005988431,0.00007951357,0.000030196783,0.0022679416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910885,0.000056505327,0.00015112324,0.00032379574,0.00011008042,0.00024964643],"domain_scores_gemma":[0.9995187,0.000008112474,0.000040228893,0.00034568747,0.000026798733,0.00006045994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016858063,0.00015252054,0.00012811401,0.00003281984,0.00006460539,0.000029820745,0.00017129455,0.000114166825,0.0001339335],"category_scores_gemma":[0.000014215081,0.00014117996,0.000081817736,0.000056080215,0.000024223718,0.0000022824424,0.000043430024,0.0001246748,0.00027508318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064410735,0.00004819018,0.008089791,0.00002792154,0.00003007997,0.0000037208474,0.00008856733,0.000013864561,0.9894603,0.00024668654,0.0011450188,0.00078148686],"study_design_scores_gemma":[0.00062351377,0.00032647976,0.00385365,0.00003218442,0.00000765596,0.0000048363445,0.00005810559,0.00003161763,0.92279375,0.00003798481,0.07201541,0.00021481152],"about_ca_topic_score_codex":0.00003710842,"about_ca_topic_score_gemma":0.000006826038,"teacher_disagreement_score":0.07087039,"about_ca_system_score_codex":0.000025914305,"about_ca_system_score_gemma":0.00005389162,"threshold_uncertainty_score":0.5757152},"labels":[],"label_agreement":null},{"id":"W2967288414","doi":"10.1039/c9lc00422j","title":"Integrated microfluidic pumps and valves operated by finger actuation","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning","keywords":"Microfluidics; Nanotechnology; Chemistry; Biomedical engineering; Materials science; Engineering","score_opus":0.004814867117178234,"score_gpt":0.18824099586665596,"score_spread":0.18342612874947772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967288414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972924,0.023987588,0.00022375192,0.00015595104,0.000062934785,0.00021853807,0.000025590109,0.00018001243,0.002221613],"genre_scores_gemma":[0.96886057,0.02940891,0.000021862998,0.00029625962,0.000021453916,0.000027570353,0.00016215416,0.000033421857,0.0011677713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942476,0.000016346936,0.0001301835,0.00017994273,0.0000745688,0.00017421617],"domain_scores_gemma":[0.99969774,0.00002577293,0.00001467024,0.00018521768,0.00002413903,0.00005245407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059949554,0.00013924483,0.00012661879,0.000051916446,0.000044843033,0.000044319717,0.0000828287,0.00008192757,0.00035301616],"category_scores_gemma":[0.0000069066195,0.0001241316,0.00002374367,0.00018627384,0.000016839196,0.00005203532,0.000010396924,0.00014036048,0.00036489763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006689158,0.0000136984345,0.000111788206,0.000012729387,0.000021430387,2.2093889e-7,0.000106350286,0.0000028007205,0.8742988,0.0003865695,0.12358243,0.0014564967],"study_design_scores_gemma":[0.00039805198,0.00006798881,0.0011556941,0.000029364608,0.000014263349,0.0000042710944,0.000051976756,0.00093335874,0.75996995,0.00011157083,0.23703735,0.00022613954],"about_ca_topic_score_codex":0.000020709216,"about_ca_topic_score_gemma":8.914183e-7,"teacher_disagreement_score":0.11432883,"about_ca_system_score_codex":0.000039782,"about_ca_system_score_gemma":0.00001674639,"threshold_uncertainty_score":0.506194},"labels":[],"label_agreement":null},{"id":"W2967968582","doi":"10.1039/c9lc00364a","title":"Plasma-induced covalent immobilization and patterning of bioactive species in microfluidic devices","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Microfluidics; Covalent bond; Nanotechnology; Chemistry; Plasma; Biophysics; Materials science; Organic chemistry; Biology","score_opus":0.009449028857076996,"score_gpt":0.20273664000626143,"score_spread":0.19328761114918444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967968582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927194,0.005568432,0.000060566497,0.000023747787,0.00004158813,0.00020346786,0.0000091417705,0.000032965123,0.0013406792],"genre_scores_gemma":[0.9898216,0.010022185,0.000010307603,0.00003397082,0.0000132625355,0.000014159396,0.000012904282,0.000015704127,0.000055866924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995025,0.000016401771,0.00015381818,0.00013575103,0.00007099964,0.00012053114],"domain_scores_gemma":[0.99977237,0.00003270964,0.000030671086,0.00012802417,0.000013973543,0.000022241918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056823388,0.00009453743,0.00013648954,0.00009550291,0.000015430356,0.000009614528,0.000060579336,0.00004913347,0.00007301328],"category_scores_gemma":[0.0000035068513,0.00009215713,0.000018376399,0.00015477475,0.000013629216,0.00003764146,0.0000130465805,0.00008497047,0.000028879735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001120651,0.000019557861,0.015206983,0.00007099971,0.00001404128,4.1004475e-7,0.00039398484,0.0000132711975,0.98253524,0.00082637946,0.00040124985,0.00050668704],"study_design_scores_gemma":[0.0003805878,0.00006943236,0.08808012,0.000076034616,0.0000069454018,0.0000021620726,0.00025428197,0.00039927431,0.9069278,0.000028803464,0.003651531,0.00012298455],"about_ca_topic_score_codex":0.000019244651,"about_ca_topic_score_gemma":0.000008882815,"teacher_disagreement_score":0.07560739,"about_ca_system_score_codex":0.000039663923,"about_ca_system_score_gemma":0.000008912911,"threshold_uncertainty_score":0.37580588},"labels":[],"label_agreement":null},{"id":"W2969262325","doi":"10.1039/c9lc00541b","title":"Microfluidic SlipChip device for multistep multiplexed biochemistry on a nanoliter scale","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":38,"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":"National Institute of General Medical Sciences; Donna and Benjamin M. Rosen Bioengineering Center, California Institute of Technology; Natural Sciences and Engineering Research Council of Canada; California Institute of Technology; National Institutes of Health; National Science Foundation","keywords":"Microfluidics; Reagent; Multiplexing; Scale (ratio); Sample (material); Nanotechnology; Materials science; Chromatography; Analytical Chemistry (journal); Chemistry; Computer science; Computer hardware; Telecommunications; Physics; Organic chemistry","score_opus":0.011010784439526512,"score_gpt":0.23758827613989592,"score_spread":0.2265774917003694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969262325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98084253,0.000433154,0.005951855,0.00014448407,0.0005076848,0.0008723667,0.00020144573,0.0006892233,0.01035725],"genre_scores_gemma":[0.9937225,0.00002011264,0.0020529178,0.0013630257,0.000148972,0.00013382366,0.00029689047,0.00008381697,0.0021779703],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988192,0.000011281431,0.00032237745,0.0003445482,0.00014996136,0.00035263255],"domain_scores_gemma":[0.99926054,0.000074110714,0.000056278444,0.00045903603,0.00010764422,0.000042393793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018875398,0.000278351,0.00023758013,0.0001367618,0.00005722838,0.000033079927,0.0002219975,0.00019644426,0.00007176909],"category_scores_gemma":[0.000033760694,0.00026967196,0.00008439234,0.00034746408,0.000037380676,0.00005953907,0.000027862026,0.00024031657,0.0002832916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007631152,0.00005363112,0.00020959628,0.0002142567,0.000027136108,0.0000010342212,0.00013287239,0.000003239165,0.9695208,0.0016105468,0.022292685,0.005857861],"study_design_scores_gemma":[0.0010129547,0.00010524953,0.00038083774,0.00015891354,0.0000072337293,0.0000043817467,0.000035415822,0.00045770392,0.91063654,0.00015584052,0.086737745,0.00030718677],"about_ca_topic_score_codex":0.0000037727793,"about_ca_topic_score_gemma":2.0124283e-7,"teacher_disagreement_score":0.064445056,"about_ca_system_score_codex":0.00017391665,"about_ca_system_score_gemma":0.000021392809,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W2969325347","doi":"10.1039/c9lc00608g","title":"Micropatterned biofunctional lubricant-infused surfaces promote selective localized cell adhesion and patterning","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":47,"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 Public Health; University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Lubricant; Adhesion; Cell adhesion; Nanotechnology; Cell; Materials science; Chemistry; Biophysics; Cell biology; Composite material; Biology; Biochemistry","score_opus":0.01144817363589542,"score_gpt":0.23689987130355483,"score_spread":0.2254516976676594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969325347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996821,0.00017589533,0.0000797961,0.00037697374,0.00076220534,0.00028832062,0.000040560917,0.00013342872,0.0013218484],"genre_scores_gemma":[0.9969329,0.000016916054,0.000296538,0.0006126627,0.000047363483,0.000016978927,0.0000061548944,0.000025802812,0.0020446542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984595,0.00015453906,0.0002445465,0.0005147352,0.0002980376,0.00032860838],"domain_scores_gemma":[0.99925804,0.00020387988,0.00017993695,0.00020622367,0.00007292984,0.00007901479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021255431,0.00022546796,0.0002884064,0.00008645049,0.0001429301,0.00010509265,0.00013038712,0.00006463513,0.0009053263],"category_scores_gemma":[0.000032389762,0.0001869684,0.00004753338,0.00013654103,0.00006566192,0.00018632638,0.000110922025,0.00017065236,0.0016945337],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031030216,0.00007249123,0.043930277,0.00003578027,0.00001535348,0.000004501886,0.0006153837,0.000019434607,0.95423025,0.0000060696725,0.00040612178,0.00035403052],"study_design_scores_gemma":[0.0010533654,0.0002621411,0.02990024,0.00008103971,0.00001401376,0.000009778312,0.00016703022,0.00031021278,0.9652168,0.000026423708,0.0027145846,0.00024433018],"about_ca_topic_score_codex":0.0002804031,"about_ca_topic_score_gemma":0.000028278824,"teacher_disagreement_score":0.014030038,"about_ca_system_score_codex":0.00006977699,"about_ca_system_score_gemma":0.000029708295,"threshold_uncertainty_score":0.99908274},"labels":[],"label_agreement":null},{"id":"W2970361437","doi":"10.1039/c9lc00637k","title":"An ultra-rapid acoustic micromixer for synthesis of organic nanoparticles","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":142,"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":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Micromixer; Nanoparticle; Nanotechnology; Materials science; Microfluidics","score_opus":0.005258266089145914,"score_gpt":0.1955411356379939,"score_spread":0.190282869548848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970361437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660474,0.0018358608,0.00032200813,0.000033585224,0.00005014094,0.00027168303,0.000035143345,0.00009943755,0.0007474252],"genre_scores_gemma":[0.99798393,0.0016703333,0.000082871906,0.000060700644,0.000031720763,0.00005904155,0.000008843206,0.00003843098,0.00006409709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944973,0.000012988127,0.00014989266,0.0001403365,0.00006327693,0.00018376039],"domain_scores_gemma":[0.99949235,0.00010332043,0.000023064615,0.0003105918,0.000023179593,0.000047507445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007069437,0.000102147045,0.00015396337,0.000039565286,0.000027273416,0.000010319094,0.00014018953,0.000053608383,0.00033322637],"category_scores_gemma":[0.000014336915,0.00009551826,0.000046053494,0.00011454543,0.000015545404,0.000030591156,0.0000025055374,0.000049097634,0.00012766918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017129054,0.000046292473,0.00009555403,0.00007165598,0.000025969102,1.15634535e-7,0.00007474713,0.00004865601,0.9948401,0.0005202284,0.0034307635,0.00082878146],"study_design_scores_gemma":[0.00016190541,0.000098757846,0.0005613867,0.00001809277,0.000028671728,0.0000017273683,0.00004382985,0.00030083998,0.9950791,0.00011024241,0.0034811366,0.000114285795],"about_ca_topic_score_codex":0.000001700167,"about_ca_topic_score_gemma":0.0000021207782,"teacher_disagreement_score":0.0013792447,"about_ca_system_score_codex":0.00002296443,"about_ca_system_score_gemma":0.000013515383,"threshold_uncertainty_score":0.38951215},"labels":[],"label_agreement":null},{"id":"W2970730415","doi":"10.1039/c9lc00492k","title":"Microphysiological lung models to evaluate the safety of new pharmaceutical modalities: a biopharmaceutical perspective","year":2019,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"Novartis Institutes for BioMedical Research","keywords":"Biopharmaceutical; Perspective (graphical); Drug development; Modalities; Risk analysis (engineering); Business; Pharmaceutical industry; Drug; Biochemical engineering; Engineering; Pharmacology; Computer science; Medicine; Biotechnology; Biology; Artificial intelligence","score_opus":0.21399505961282078,"score_gpt":0.44824289650149507,"score_spread":0.2342478368886743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970730415","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":[0.0001717518,0.98591053,0.0011924161,0.00045477357,0.00056486845,0.0023076695,0.00017933044,0.00021309343,0.009005564],"genre_scores_gemma":[0.001402511,0.9963762,0.0004680689,0.0002776492,0.00047157012,0.00011461731,0.000019623301,0.00012950262,0.00074021245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996201,0.0005321606,0.0007791516,0.0006657398,0.0009731626,0.0008487897],"domain_scores_gemma":[0.9968958,0.0015723692,0.000060027534,0.000812819,0.00012482241,0.0005341852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009998474,0.0006186529,0.0016617122,0.00023750073,0.00006717693,0.00005165583,0.0012848977,0.00047639554,0.0006672518],"category_scores_gemma":[0.00041464428,0.0003709918,0.00063693244,0.0007701106,0.0002618622,0.000041845495,0.00049441314,0.0020236636,0.000950168],"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":[0.00043766407,0.00024794354,5.366959e-7,0.028171314,0.0018557454,0.00003689744,0.0016461556,0.0062500346,0.00043506708,0.047856703,0.008511477,0.90455043],"study_design_scores_gemma":[0.0007212144,0.00017513096,0.0000041046196,0.006713389,0.00065140164,0.000018689989,0.000081482445,0.053311914,0.00012378275,0.0016803527,0.93581957,0.00069897244],"about_ca_topic_score_codex":0.000027482833,"about_ca_topic_score_gemma":4.300025e-7,"teacher_disagreement_score":0.9273081,"about_ca_system_score_codex":0.0006568984,"about_ca_system_score_gemma":0.00043407793,"threshold_uncertainty_score":0.9998742},"labels":[],"label_agreement":null},{"id":"W2971987917","doi":"10.1039/c9lc00671k","title":"An automated microfluidic system for the investigation of asphaltene deposition and dissolution in porous media","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Nalco (Canada)","funders":"City University of New York; Ecolab; National Science Foundation","keywords":"Dissolution; Microfluidics; Asphaltene; Deposition (geology); Porosity; Porous medium; Nanotechnology; Chemical engineering; Materials science; Chemistry; Engineering; Geology; Composite material","score_opus":0.009207403391900133,"score_gpt":0.23759018445848532,"score_spread":0.2283827810665852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971987917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99870056,0.0007318161,0.00006769059,0.00010367075,0.00002712075,0.000020811307,0.000018014272,0.000091650916,0.00023864897],"genre_scores_gemma":[0.99967873,0.000022553368,0.00007180962,0.000023773922,0.000030924253,0.000014964583,0.00009617367,0.000008500544,0.00005259704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948806,0.000022978791,0.0001631489,0.00014070923,0.00009267213,0.00009243951],"domain_scores_gemma":[0.999615,0.00008204049,0.00010561099,0.00013881587,0.000029444856,0.000029052628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016144219,0.000068157555,0.000120865305,0.000043657787,0.000044193992,0.000020038788,0.000065928274,0.000064529806,0.0000039479364],"category_scores_gemma":[0.000022533486,0.000050301514,0.000021746386,0.000107975764,0.000024563993,0.000059073715,0.0000058245687,0.000054150885,0.0000017992614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045317996,0.000020216832,0.010640278,0.00034917792,0.000015185762,4.9736957e-7,0.00029027203,0.00004628937,0.985656,0.000117795855,0.00001123549,0.0028076896],"study_design_scores_gemma":[0.0011626345,0.00007588978,0.031405684,0.0006482155,0.000096511714,0.000009318102,0.0007071369,0.12670547,0.83895713,0.00007771729,0.00001670394,0.00013761249],"about_ca_topic_score_codex":0.0001168127,"about_ca_topic_score_gemma":0.00002148329,"teacher_disagreement_score":0.14669894,"about_ca_system_score_codex":0.00004200278,"about_ca_system_score_gemma":0.000019770163,"threshold_uncertainty_score":0.20512363},"labels":[],"label_agreement":null},{"id":"W2972472006","doi":"10.1039/c9lc00352e","title":"Emulating endothelial dysfunction by implementing an early atherosclerotic microenvironment within a microfluidic chip","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Microfluidics; Microfluidic chip; Chip; Biomedical engineering; Nanotechnology; Lab-on-a-chip; Organ-on-a-chip; Endothelial dysfunction; Materials science; Engineering; Medicine; Internal medicine; Electrical engineering","score_opus":0.013142460791879695,"score_gpt":0.23928064772932137,"score_spread":0.22613818693744167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972472006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965184,0.00012251273,0.0005226447,0.00005027265,0.00039313847,0.0004516486,0.000028275039,0.0002874358,0.0016256989],"genre_scores_gemma":[0.99783975,0.000028436923,0.00068821904,0.00013190752,0.00016297937,0.000029556708,0.000032817497,0.00009771247,0.0009886245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979247,0.00009772279,0.00037282048,0.00040264006,0.0005041276,0.00069798814],"domain_scores_gemma":[0.9991917,0.000106176354,0.000063155334,0.00043581435,0.000012290339,0.00019088521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064680644,0.00024461467,0.00020977907,0.00010659184,0.00011683175,0.000109283406,0.0002865474,0.00011537964,0.0006340883],"category_scores_gemma":[0.0000582215,0.00023930968,0.000065327644,0.00016838212,0.00004587801,0.00012392756,0.00010380185,0.00048690866,0.00092377764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025108635,0.000060704304,0.02497161,0.00008184717,0.000038550046,0.0000021026203,0.0005670861,0.00022618356,0.96743435,0.00008355571,0.00047060606,0.0060382728],"study_design_scores_gemma":[0.004391077,0.0011711306,0.10723731,0.00049510633,0.000039424103,0.000011542254,0.00032278622,0.0327829,0.8305905,0.00024060716,0.021533124,0.0011845268],"about_ca_topic_score_codex":0.00008440216,"about_ca_topic_score_gemma":0.0000046533614,"teacher_disagreement_score":0.1368439,"about_ca_system_score_codex":0.00017728198,"about_ca_system_score_gemma":0.000014134085,"threshold_uncertainty_score":0.99985415},"labels":[],"label_agreement":null},{"id":"W2980158956","doi":"10.1039/c9lc00779b","title":"A single-phase flow microfluidic cell sorter for multiparameter screening to assist the directed evolution of Ca<sup>2+</sup> sensors","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Alberta Hospital Edmonton; University of Alberta","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; Foundation for the National Institutes of Health; Alberta Innovates - Technology Futures; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada","keywords":"Microfluidics; Phase (matter); Continuous flow; Nanotechnology; Fluorescence; Biophysics; Chemistry; Materials science; Physics; Biology; Optics; Mechanics","score_opus":0.015206377732472062,"score_gpt":0.23992523114621475,"score_spread":0.2247188534137427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980158956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7072629,0.00012396544,0.29035795,0.00010314077,0.00012695185,0.00081175717,0.00013611163,0.00026080254,0.0008164439],"genre_scores_gemma":[0.9887414,0.0000018970886,0.01017268,0.0003263312,0.00007933169,0.00008316516,0.00011557169,0.000062809784,0.00041683583],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987783,0.000035841345,0.0004182572,0.00026795635,0.00017933043,0.00032030966],"domain_scores_gemma":[0.99917495,0.00011787447,0.000077862554,0.00039868153,0.00019384544,0.000036768448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032449517,0.00023898219,0.00026476313,0.00022390888,0.000066828055,0.000028650133,0.00019719807,0.00013044394,0.00005112921],"category_scores_gemma":[0.00006581027,0.00019433975,0.00009895345,0.00062373653,0.00004490946,0.000078628575,0.000034822566,0.00020410164,0.00004845658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017959155,0.00013014798,0.00019748256,0.00012550582,0.00005849087,0.0000010174216,0.0010197725,0.0016649752,0.9717664,0.00035421853,0.015499607,0.009002772],"study_design_scores_gemma":[0.0013785049,0.00032937247,0.0004082245,0.00012316239,0.0000286629,0.000003927279,0.0002177717,0.10965293,0.8689071,0.00007775231,0.018579671,0.0002929061],"about_ca_topic_score_codex":0.000025728821,"about_ca_topic_score_gemma":3.3275396e-7,"teacher_disagreement_score":0.2814785,"about_ca_system_score_codex":0.00018054926,"about_ca_system_score_gemma":0.000019284804,"threshold_uncertainty_score":0.7924945},"labels":[],"label_agreement":null},{"id":"W2989768012","doi":"10.1039/c9lc00735k","title":"Wireless, passive strain sensor in a doughnut-shaped contact lens for continuous non-invasive self-monitoring of intraocular pressure","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Ocular Surface and Contact Lens","field":"Medicine","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":"Toronto Metropolitan University","funders":"Michigan State University","keywords":"Contact lens; Intraocular pressure; Blindness; Lens (geology); Glaucoma; Cornea; Pressure sensor; Strain (injury); Curvature; Ophthalmology; Optics; Materials science; Optometry; Medicine; Engineering; Mechanical engineering; Physics","score_opus":0.010373868730451577,"score_gpt":0.2469538495082899,"score_spread":0.23657998077783834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989768012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959354,0.0002452966,0.00004500552,0.00043273022,0.00029980927,0.002026955,0.00012506319,0.00006692117,0.0008228241],"genre_scores_gemma":[0.9979221,0.00009732373,0.0006622033,0.00028552528,0.00020609838,0.00006980008,0.00003449483,0.000056444755,0.00066595856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983331,0.00006750151,0.00040976788,0.00042833638,0.00031391965,0.00044735856],"domain_scores_gemma":[0.99874526,0.00027922538,0.00021455139,0.00046729573,0.00018633275,0.00010731236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001880067,0.00028601836,0.0008058422,0.00012655975,0.000032699125,0.00001934623,0.00012759474,0.00023058041,0.000040725827],"category_scores_gemma":[0.00010953129,0.00025434772,0.00022709808,0.00016849375,0.000023385262,0.00010334816,0.000028670915,0.0003490354,0.00004062046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011972163,0.00054890715,0.39194173,0.0011219031,0.0006106927,0.0001888973,0.002258784,0.000020563479,0.5995771,0.001219796,0.000032744418,0.0012816093],"study_design_scores_gemma":[0.027063677,0.005176162,0.44590384,0.004062782,0.000839147,0.000024780818,0.0045984504,0.0014825345,0.5002277,0.00012384479,0.009521434,0.0009756644],"about_ca_topic_score_codex":0.00010981616,"about_ca_topic_score_gemma":0.00004910977,"teacher_disagreement_score":0.09934946,"about_ca_system_score_codex":0.00007017763,"about_ca_system_score_gemma":0.00020879561,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W2991543044","doi":"10.1039/c9lc01058k","title":"Deformability based sorting of stored red blood cells reveals donor-dependent aging curves","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Blood Services; British Columbia Institute of Technology; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation; Canadian Blood Services","keywords":"Sorting; Red blood cell; Cell sorting; Microfluidics; Characterization (materials science); Chemistry; Biophysics; Degradation (telecommunications); Blood cell; Red Cell; Blood donor; Materials science; Nanotechnology; Cell; Biology; Immunology; Biochemistry; Computer science","score_opus":0.01702948133835984,"score_gpt":0.25543147408464795,"score_spread":0.2384019927462881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991543044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208075,0.00014091062,0.00002103319,0.00063878484,0.00037668375,0.0004659103,0.000012167147,0.000073169445,0.0061906106],"genre_scores_gemma":[0.9954288,0.000038547652,0.00043532872,0.0025724904,0.00009263871,0.000009941868,0.000035753346,0.00001832436,0.001368152],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987042,0.00013583306,0.00040183013,0.00029426313,0.00023297936,0.00023092086],"domain_scores_gemma":[0.9989267,0.00015000383,0.00023290631,0.0005014894,0.00009235245,0.00009655523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047289536,0.00014442556,0.0004272495,0.00008191918,0.000035334328,0.0000037959865,0.000077138335,0.00009266426,0.00067101826],"category_scores_gemma":[0.00015173739,0.00011698332,0.00013777298,0.00013794377,0.000037924223,0.00003963519,0.000028495386,0.00023798954,0.00009836148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065661967,0.00045353995,0.10478397,0.0017411918,0.00006606242,0.000011367966,0.00018400101,0.0001038123,0.8906402,0.0001102194,0.0006186722,0.0006303228],"study_design_scores_gemma":[0.009192618,0.0025030053,0.24685712,0.002243907,0.00027855422,0.000028512046,0.00027557515,0.0008813582,0.7357654,0.0002590623,0.0012790529,0.00043582165],"about_ca_topic_score_codex":0.000035393485,"about_ca_topic_score_gemma":0.000008201911,"teacher_disagreement_score":0.1548748,"about_ca_system_score_codex":0.000038849073,"about_ca_system_score_gemma":0.000078271936,"threshold_uncertainty_score":0.73471797},"labels":[],"label_agreement":null},{"id":"W2994842928","doi":"10.1039/c9lc00980a","title":"Engineering 3D parallelized microfluidic droplet generators with equal flow profiles by computational fluid dynamics and stereolithographic printing","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":48,"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":"H2020 European Research Council; KU Leuven; Dutch Arthritis Society; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Arthritis Society; Hercules Foundation","keywords":"Microfluidics; Computational fluid dynamics; Fluid dynamics; Flow (mathematics); Dynamics (music); 3D printing; Computer science; Nanotechnology; Engineering; Computer graphics (images); Computational science; Materials science; Mechanical engineering; Mechanics; Physics; Aerospace engineering; Acoustics","score_opus":0.004486088081243798,"score_gpt":0.18897003066710044,"score_spread":0.18448394258585665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994842928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71092623,0.00038764026,0.28757045,0.000019489415,0.0000967916,0.00033849542,0.00006974752,0.00035247026,0.00023870757],"genre_scores_gemma":[0.98098254,0.00003230838,0.018151544,0.00012714119,0.00004417576,0.00004464453,0.00047146485,0.00007129632,0.00007490565],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891007,0.000017854656,0.00029648165,0.00028651534,0.00019627043,0.00029283782],"domain_scores_gemma":[0.9995948,0.000035059056,0.000052423256,0.00018936569,0.00008497173,0.00004336348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019221407,0.00027405217,0.00023815548,0.00021011011,0.000053078136,0.00007929237,0.00011353381,0.000107467116,0.000025191464],"category_scores_gemma":[0.0000081078615,0.0002534407,0.000024866968,0.00046221455,0.000039768434,0.00011274923,0.000036936875,0.00025693333,0.000014923638],"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":[0.00022127361,0.00019196383,0.04307504,0.00094905915,0.0007196976,0.000021222299,0.0010373878,0.04277005,0.7064614,0.16596784,0.009413134,0.029171927],"study_design_scores_gemma":[0.0022128907,0.0002786536,0.0071732374,0.0002467515,0.00003291913,0.000070317576,0.00011065347,0.9006758,0.08501925,0.00015934634,0.0029577469,0.0010624611],"about_ca_topic_score_codex":0.0000044360513,"about_ca_topic_score_gemma":1.741956e-7,"teacher_disagreement_score":0.85790575,"about_ca_system_score_codex":0.0000649799,"about_ca_system_score_gemma":0.000019981308,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W2995052069","doi":"10.1039/c9lc00963a","title":"Localized microinjection of intact<i>Drosophila melanogaster</i>larva to investigate the effect of serotonin on heart rate","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","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":"York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Economic Development, Job Creation and Trade","keywords":"Microinjection; Drosophila melanogaster; Serotonin; Larva; Drosophila (subgenus); Microinjections; Biology; Anatomy; Cell biology; Genetics; Ecology; Gene","score_opus":0.018611595817219835,"score_gpt":0.2814815922967993,"score_spread":0.2628699964795795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995052069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963067,0.000004100326,7.391908e-7,0.0011333327,0.00029024246,0.0009577136,0.00001752478,0.000026894968,0.0012627493],"genre_scores_gemma":[0.994739,0.0000057417174,0.000005056456,0.004663207,0.000028204642,0.000039094888,0.0000022968463,0.000016969241,0.0005004064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972914,0.0016561195,0.00022556438,0.00040351594,0.00014617949,0.00027721655],"domain_scores_gemma":[0.99810624,0.0011896911,0.00010440513,0.000508229,0.000023519555,0.000067897796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055389846,0.00016869296,0.00034264626,0.00011831839,0.000080794896,0.000009558799,0.00034408557,0.00009631155,0.00006859352],"category_scores_gemma":[0.00047937487,0.00010375201,0.00009295507,0.0003803334,0.00027116513,0.000048985512,0.00010858326,0.00042069785,0.0006147804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020173553,0.000047566886,0.0031314015,0.000049316008,0.000006756997,0.0000022438855,0.000102281236,0.00016515225,0.9934519,0.0006369977,0.0003475159,0.0000415387],"study_design_scores_gemma":[0.00087972527,0.0061583556,0.013426087,0.00007601778,0.000004966938,0.000011513881,0.0000032598698,0.000059832495,0.97832084,0.00023474611,0.0007437561,0.00008090247],"about_ca_topic_score_codex":0.00002662194,"about_ca_topic_score_gemma":0.0000023483203,"teacher_disagreement_score":0.015131038,"about_ca_system_score_codex":0.000014650165,"about_ca_system_score_gemma":0.00003436097,"threshold_uncertainty_score":0.79019636},"labels":[],"label_agreement":null},{"id":"W2995759622","doi":"10.1039/c9lc01042d","title":"When robotics met fluidics","year":2019,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":39,"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 Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Robotics; Fluidics; Artificial intelligence; Engineering; Aeronautics; Computer science; Robot; Aerospace engineering","score_opus":0.012363785891011727,"score_gpt":0.22394588463716164,"score_spread":0.21158209874614992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995759622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4215887,0.0003900899,0.31598315,0.00059019594,0.0017069624,0.0006932133,0.000043009368,0.0022859862,0.2567187],"genre_scores_gemma":[0.9909866,0.0000127083595,0.005995507,0.0008534243,0.00008718159,0.0000071253535,0.00005736468,0.000043505665,0.0019565842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935776,0.000008264376,0.00018414229,0.00013140745,0.00013560391,0.00018281612],"domain_scores_gemma":[0.99959165,0.000018217574,0.000022752534,0.0002945447,0.00005195859,0.000020856045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015025694,0.00013324244,0.0001351998,0.00010119802,0.000020708047,0.000019531128,0.00014307378,0.00008981708,0.00022822541],"category_scores_gemma":[0.0000122503025,0.0001275022,0.000029280156,0.0002704261,0.000019020525,0.00006577273,0.000024377547,0.00020087637,0.0006353671],"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":[0.000014143803,0.00003798447,0.0006945806,0.000095834555,0.00005778837,0.000005139066,0.00045102616,0.00039816613,0.40490726,0.4969802,0.08300556,0.013352321],"study_design_scores_gemma":[0.00059183745,0.00020353378,0.0007985317,0.00009186144,0.000013832646,0.000010137477,0.000079542915,0.0026862118,0.79899204,0.012681664,0.18335614,0.000494639],"about_ca_topic_score_codex":0.0000017264542,"about_ca_topic_score_gemma":7.2858356e-8,"teacher_disagreement_score":0.5693979,"about_ca_system_score_codex":0.000076591416,"about_ca_system_score_gemma":0.000011502493,"threshold_uncertainty_score":0.8166571},"labels":[],"label_agreement":null},{"id":"W3000588177","doi":"10.1039/c9lc01122f","title":"Microfluidic concentration and separation of circulating tumor cell clusters from large blood volumes","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":78,"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":"National Cancer Institute; American Cancer Society; National Institute of Biomedical Imaging and Bioengineering; Howard Hughes Medical Institute","keywords":"Microfluidics; Separation (statistics); Circulating tumor cell; Chromatography; Cell; Chemistry; Computational biology; Nanotechnology; Materials science; Biology; Medicine; Internal medicine; Computer science; Cancer; Biochemistry","score_opus":0.010371597424574523,"score_gpt":0.20091867957783527,"score_spread":0.19054708215326074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000588177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321043,0.0042058458,0.0015598735,0.00017234874,0.00006563528,0.0001065023,0.00004152969,0.00028915983,0.00034869937],"genre_scores_gemma":[0.9987866,0.0004321656,0.0004641808,0.00022047437,0.000043823977,0.0000012434297,0.000031697255,0.000013825601,0.0000059809463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947286,0.00001540887,0.0001678359,0.00014462827,0.00007110251,0.00012814424],"domain_scores_gemma":[0.9997876,0.000027488046,0.00004196745,0.00009712634,0.0000135888,0.00003219211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039200644,0.000103065635,0.00013890117,0.0000151158265,0.000034141005,0.000020096586,0.000056122517,0.00006655159,0.000012558372],"category_scores_gemma":[0.000020092817,0.00010177701,0.000024437657,0.00008813991,0.00002850125,0.000046287092,0.000023391298,0.00009799887,0.000008671701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008795582,0.000014520151,0.0030500034,0.00006281631,0.000018255047,0.0000051330185,0.0006984732,0.000019437557,0.99287915,0.000082095255,0.0026557085,0.00050562323],"study_design_scores_gemma":[0.00064643164,0.00006854096,0.0017057772,0.000048596037,0.000037615446,0.000002210126,0.00027170606,0.01733281,0.978468,0.000060612932,0.0012201249,0.00013759403],"about_ca_topic_score_codex":0.000014826739,"about_ca_topic_score_gemma":0.000001313784,"teacher_disagreement_score":0.017313374,"about_ca_system_score_codex":0.000010210018,"about_ca_system_score_gemma":0.0000074421496,"threshold_uncertainty_score":0.4150346},"labels":[],"label_agreement":null},{"id":"W3001416299","doi":"10.1039/c9lc01150a","title":"Plasmonic nucleotide hybridization chip for attomolar detection: localized gold and tagged core/shell nanomaterials","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Stillwater (Canada)","funders":"Oklahoma Center for the Advancement of Science and Technology; College of Arts and Sciences, Oklahoma State University","keywords":"Plasmon; Nanotechnology; Nanomaterials; Colloidal gold; DNA microarray; Nanoparticle; Chemistry; Core (optical fiber); Chip; Shell (structure); Materials science; Optoelectronics; Gene; Biochemistry; Computer science","score_opus":0.016999081790643928,"score_gpt":0.2564390143838791,"score_spread":0.23943993259323518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001416299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933237,0.00011884215,0.005553402,0.00031695337,0.00007074579,0.0003115967,0.000061259874,0.00009851937,0.00014500138],"genre_scores_gemma":[0.99446803,0.00016176699,0.003352663,0.0014112635,0.0002427807,0.000018792776,0.00016263059,0.000030068966,0.00015202332],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904877,0.000045669552,0.00021546628,0.0004227025,0.00008494038,0.00018243123],"domain_scores_gemma":[0.99952,0.000018178274,0.00011786314,0.00019292143,0.000058407986,0.000092623864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012372984,0.0001791184,0.00021353672,0.000029869405,0.00009138996,0.000040368686,0.00008802301,0.00013099232,0.0000039231904],"category_scores_gemma":[0.00017257332,0.00015830761,0.00008595674,0.00010255935,0.000059495913,0.000004410549,0.000048256064,0.000055786244,0.000003448136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045142227,0.00002378156,0.00010456907,0.000029334013,0.000040623665,0.0000021411665,0.000014672018,0.000010448915,0.9959369,0.00004917475,0.00043966787,0.0028972793],"study_design_scores_gemma":[0.0007079047,0.0006284365,0.00011416811,0.000017362136,0.000038363472,0.000009706184,0.000014105742,0.00076543755,0.9762584,0.00011449931,0.021127991,0.00020361898],"about_ca_topic_score_codex":0.000003288786,"about_ca_topic_score_gemma":0.000010464267,"teacher_disagreement_score":0.020688323,"about_ca_system_score_codex":0.00001121988,"about_ca_system_score_gemma":0.000017492588,"threshold_uncertainty_score":0.64555967},"labels":[],"label_agreement":null},{"id":"W3005321388","doi":"10.1039/c9lc01168d","title":"Introduction to a manuscript series on the characterization and use of microphysiological systems (MPS) in pharmaceutical safety and ADME applications","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"","keywords":"ADME; Engineering; Biochemical engineering; Pharmacology; Medicine; Drug","score_opus":0.043759498204960584,"score_gpt":0.2687597848842378,"score_spread":0.2250002866792772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005321388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98568946,0.000023137196,0.0020249488,0.011629053,0.000052990537,0.0004639568,0.00002481711,0.00004975103,0.000041891162],"genre_scores_gemma":[0.99903035,0.00016313937,0.00012930366,0.00035687038,0.00020385318,0.000055566823,0.000013330947,0.000009144005,0.000038412312],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994213,0.000064509215,0.000142139,0.00015538468,0.0001077976,0.00010889862],"domain_scores_gemma":[0.9996767,0.00011270757,0.000013127752,0.00010094886,0.000015426775,0.00008105769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012750871,0.00006744704,0.000106134125,0.00003880654,0.000027512813,0.00003014109,0.000061047256,0.000043627075,0.000016547956],"category_scores_gemma":[0.00019173378,0.000048020527,0.000008082667,0.00020802459,0.00006182416,0.000038826707,0.00004570202,0.00018536924,0.000015279149],"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":[0.0002900188,0.00003443572,0.0003816587,0.00022560563,0.000013165904,0.0000013105299,0.00032108958,0.00058219355,0.97905546,0.008912682,0.00029887387,0.00988353],"study_design_scores_gemma":[0.0008367501,0.00070344424,0.2857233,0.0002191658,0.000017349095,0.0000127250805,0.00017371499,0.07868503,0.07105518,0.0000947525,0.5620784,0.00040016178],"about_ca_topic_score_codex":0.0000033669571,"about_ca_topic_score_gemma":4.4802957e-7,"teacher_disagreement_score":0.90800023,"about_ca_system_score_codex":0.00001861843,"about_ca_system_score_gemma":0.000003759042,"threshold_uncertainty_score":0.19582203},"labels":[],"label_agreement":null},{"id":"W3005730372","doi":"10.1039/d0lc00039f","title":"A microfluidic approach to micromembrane synthesis for complex release profiles of nanocarriers","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Universität Wien","keywords":"Nanocarriers; Microfluidics; Nanotechnology; Chemistry; Materials science; Drug delivery","score_opus":0.04620981590543965,"score_gpt":0.26517120684686174,"score_spread":0.21896139094142208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005730372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97454345,0.0006621732,0.009639049,0.0029210679,0.00012687503,0.0016508331,0.00038699075,0.00048344917,0.0095861135],"genre_scores_gemma":[0.9862031,0.00006148974,0.012831098,0.000505145,0.00009102741,0.0001755686,0.000019515275,0.00005810489,0.000054985125],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988895,0.000036187877,0.00023158194,0.0002504481,0.0002554094,0.0003368855],"domain_scores_gemma":[0.9990906,0.00029746257,0.00002151688,0.00022729614,0.000040377254,0.0003227374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002100797,0.00014356292,0.00026461933,0.00009917252,0.000036241363,0.000018024783,0.00034814855,0.000079941514,0.00006782245],"category_scores_gemma":[0.0010449075,0.0001347574,0.00008566871,0.00038026998,0.00006939873,0.000018883195,0.000059799015,0.00015122797,0.00006509885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013955496,0.00005691851,0.000071356546,0.0014980821,0.00006527769,0.0000019593651,0.00057445496,0.00012171006,0.95774746,0.00039090126,0.032229006,0.007103347],"study_design_scores_gemma":[0.00052962353,0.0001867438,0.0009836889,0.00013521571,0.000019616957,0.0000021328146,0.000114094,0.012248174,0.9142737,0.000035815825,0.07120411,0.00026711024],"about_ca_topic_score_codex":0.000007960006,"about_ca_topic_score_gemma":1.6025005e-7,"teacher_disagreement_score":0.043473758,"about_ca_system_score_codex":0.000036829064,"about_ca_system_score_gemma":0.00003251919,"threshold_uncertainty_score":0.5495247},"labels":[],"label_agreement":null},{"id":"W3006848801","doi":"10.1039/d0lc00047g","title":"Towards practical sample preparation in point-of-care testing: user-friendly microfluidic devices","year":2020,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Point-of-care testing; Microfluidics; Point of care; Sample (material); User Friendly; Sample preparation; Point (geometry); Environmentally friendly; Nanotechnology; Computer science; Process engineering; Materials science; Engineering; Medicine; Chromatography; Chemistry; Operating system; Nursing; Biology; Mathematics; Pathology","score_opus":0.03315528877102493,"score_gpt":0.3118375954892067,"score_spread":0.2786823067181818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006848801","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":[0.0001344856,0.99564135,0.00063632004,0.00004124302,0.00007605553,0.00087487604,0.00014916233,0.00017925586,0.0022672461],"genre_scores_gemma":[0.00026727008,0.99738514,0.0014786889,0.0000434488,0.00012274974,0.00024105719,0.00035310778,0.00009438056,0.000014168257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982131,0.00011507991,0.0007198716,0.0004318857,0.0002124552,0.0003075923],"domain_scores_gemma":[0.9988683,0.0003452792,0.00017395186,0.00044582042,0.00006143198,0.00010525353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012484139,0.00041598378,0.0010733446,0.00017117195,0.000042849588,0.000041719777,0.00029026912,0.000297632,0.00006998429],"category_scores_gemma":[0.00028834742,0.0003865883,0.00020183295,0.0008455552,0.00003111561,0.00007383268,0.000053259908,0.0005286373,0.00011771088],"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":[0.00006508202,0.0002464111,0.000042340376,0.054325756,0.00040045122,0.000052642477,0.00095072115,0.000005759257,0.0030633863,0.015851106,0.14905815,0.7759382],"study_design_scores_gemma":[0.00011365342,0.0001764622,0.0000105895415,0.0023305418,0.00018765578,0.000021317155,0.00003968462,0.000021557935,0.00093742786,0.000028962797,0.99580723,0.00032493222],"about_ca_topic_score_codex":0.0000357092,"about_ca_topic_score_gemma":0.000011087439,"teacher_disagreement_score":0.84674907,"about_ca_system_score_codex":0.00021489529,"about_ca_system_score_gemma":0.00035826353,"threshold_uncertainty_score":0.9998586},"labels":[],"label_agreement":null},{"id":"W3009480823","doi":"10.1039/c9lc01010f","title":"Multiscale brain research on a microfluidic chip","year":2020,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":32,"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":"Microfluidic chip; Microfluidics; Nanotechnology; Brain research; Brain tissue; Organ-on-a-chip; Organism; Chip; Computer science; Biochemical engineering; Neuroscience; Engineering; Computational biology; Biology; Materials science; Electrical engineering; Genetics","score_opus":0.14339190893598763,"score_gpt":0.4215555748740285,"score_spread":0.27816366593804087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009480823","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":[0.000035490593,0.97642785,0.00003016606,0.0007107214,0.0003899113,0.0011005081,0.00009866122,0.00054354075,0.020663142],"genre_scores_gemma":[0.00006699265,0.9958487,0.00015011021,0.00019052088,0.00089099404,0.00026588826,0.00011156146,0.00028190672,0.0021933122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498683,0.0008146383,0.00062619464,0.00083405146,0.0015478634,0.0011903904],"domain_scores_gemma":[0.9952953,0.002983303,0.000052149015,0.0010025552,0.00005733679,0.00060934515],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019601888,0.00058383314,0.0013798304,0.0007631239,0.00014310288,0.00015058149,0.0014067496,0.00069937296,0.0004926874],"category_scores_gemma":[0.002264558,0.00048459694,0.0004172812,0.0017529571,0.0002235289,0.000029257046,0.0003924686,0.0047084657,0.011760885],"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":[0.000008680155,0.000055385364,5.421282e-7,0.011991551,0.00010381554,0.0001533913,0.00006166194,0.0000014912877,0.00005218182,0.00045483763,0.12291448,0.86420196],"study_design_scores_gemma":[0.00022888147,0.00018082501,0.00000961141,0.010889501,0.00002280896,0.000013482946,0.000004793004,0.00015262893,0.00009164014,0.0000671956,0.9879329,0.0004057361],"about_ca_topic_score_codex":0.000017622762,"about_ca_topic_score_gemma":0.0000025873571,"teacher_disagreement_score":0.8650184,"about_ca_system_score_codex":0.00048182797,"about_ca_system_score_gemma":0.00024365979,"threshold_uncertainty_score":0.99976057},"labels":[],"label_agreement":null},{"id":"W3015557934","doi":"10.1039/c9lc01230c","title":"Selective cell propagation <i>via</i> micropatterning of a thermally-activated hydrogel","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Vancouver General Hospital; Vancouver Biotech (Canada); University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Michael Smith Health Research BC","keywords":"Micropatterning; Materials science; Chemistry; Nanotechnology; Biophysics; Biology","score_opus":0.01482783422512491,"score_gpt":0.2284681623126649,"score_spread":0.21364032808754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015557934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98689455,0.000034649063,0.003206556,0.0002174185,0.00004102293,0.00019702663,0.000005521778,0.00020822688,0.009195002],"genre_scores_gemma":[0.9992118,0.000007297139,0.00041015758,0.00021924185,0.000063262836,0.000012845998,0.0000071859004,0.00003582259,0.000032377837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991594,0.000040057068,0.00016757737,0.00016070905,0.00025565835,0.00021660599],"domain_scores_gemma":[0.99962056,0.000082925326,0.000036923167,0.00011508284,0.00004050129,0.00010403015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012478886,0.000108602006,0.00013744862,0.00005003582,0.000024003819,0.000011992857,0.00017182043,0.000066234774,0.00007422731],"category_scores_gemma":[0.00009204072,0.00009991551,0.000036156,0.0003415464,0.000033397286,0.000038877788,0.000042515785,0.0003423642,0.00011191136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003235347,0.000028962337,0.0006673745,0.00021221847,0.000019853525,0.000004225537,0.00066495425,0.00091914774,0.99301785,0.000011780551,0.00018217419,0.0042390926],"study_design_scores_gemma":[0.00031409008,0.00011132585,0.0014142555,0.000055688404,0.0000033701142,8.2155924e-7,0.0000136876015,0.029909488,0.9675703,0.000024337747,0.00048266383,0.0000999431],"about_ca_topic_score_codex":0.000012457436,"about_ca_topic_score_gemma":6.2479876e-7,"teacher_disagreement_score":0.02899034,"about_ca_system_score_codex":0.000040357987,"about_ca_system_score_gemma":0.000021995613,"threshold_uncertainty_score":0.4074436},"labels":[],"label_agreement":null},{"id":"W3015801878","doi":"10.1039/d0lc00263a","title":"A bespoke microfluidic pharmacokinetic compartment model for drug absorption using artificial cell membranes","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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 Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Compartment (ship); Membrane; Bespoke; Pharmacokinetics; Absorption (acoustics); Microfluidics; Chemistry; Nanotechnology; Biophysics; Biological system; Materials science; Biology; Pharmacology; Biochemistry","score_opus":0.032690857819189865,"score_gpt":0.24518972692039115,"score_spread":0.21249886910120128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015801878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.941839,0.016164806,0.04014956,0.0004520954,0.00008089121,0.0006328883,0.00008665259,0.00024361566,0.0003505261],"genre_scores_gemma":[0.9923439,0.006105037,0.0003065601,0.0007544048,0.00020694226,0.00009716385,0.0000636555,0.000054292406,0.00006807048],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913204,0.00001543241,0.00023638438,0.00023444736,0.000114952,0.0002667262],"domain_scores_gemma":[0.9996613,0.000023856312,0.000031468422,0.00014270464,0.00002444812,0.00011618454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055372806,0.00018442297,0.00018418854,0.000045892037,0.00009718124,0.000029638839,0.00013111654,0.000045156794,0.000059622536],"category_scores_gemma":[0.000002342865,0.00019349685,0.000088404486,0.00014757444,0.00001807333,0.000033566164,0.00001336561,0.000112215996,0.00007599151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058760208,0.000051260973,0.0000020368516,0.00013710391,0.000019446157,6.0953914e-7,0.00042379415,0.011065658,0.95191675,0.0006925118,0.035369847,0.0002622313],"study_design_scores_gemma":[0.0002834702,0.000021199541,0.0000025052843,0.000006569617,0.00003879768,7.6286994e-7,0.000019617028,0.44260278,0.5408403,0.0001884386,0.015860548,0.00013496164],"about_ca_topic_score_codex":0.0000033379881,"about_ca_topic_score_gemma":6.08569e-7,"teacher_disagreement_score":0.43153712,"about_ca_system_score_codex":0.0000569641,"about_ca_system_score_gemma":0.000023344714,"threshold_uncertainty_score":0.78905725},"labels":[],"label_agreement":null},{"id":"W3016605680","doi":"10.1039/c9lc01190k","title":"Microfluidic device for high-throughput affinity-based isolation of extracellular vesicles","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital","funders":"National Cancer Institute; University of Michigan; National Institutes of Health; National Science Foundation","keywords":"Isolation (microbiology); Extracellular vesicles; Microfluidics; Throughput; Nanotechnology; Chemistry; Chromatography; Computational biology; Cell biology; Biology; Materials science; Computer science; Microbiology","score_opus":0.021614609928254137,"score_gpt":0.25564509758862425,"score_spread":0.2340304876603701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016605680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723951,0.0059862225,0.019801976,0.0010053366,0.00008179952,0.00040581118,0.00013557027,0.000030178195,0.00015800133],"genre_scores_gemma":[0.99175954,0.000095423915,0.0057231374,0.0016324434,0.00025482348,0.00003023366,0.0003929578,0.000044745942,0.00006672339],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988914,0.0000821426,0.0002834193,0.00039978276,0.00013538671,0.00020787648],"domain_scores_gemma":[0.999231,0.00004956601,0.00015069504,0.00035998016,0.000084988074,0.00012381433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015069115,0.00017619644,0.0001767694,0.000027413751,0.00006081452,0.000015556936,0.00023411973,0.000143307,0.000027956354],"category_scores_gemma":[0.00022375175,0.00018530656,0.00013195915,0.00011212257,0.00006982734,0.0000041910025,0.0000464649,0.000078450095,0.000021557415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004692732,0.00015657712,0.0005805993,0.0001520714,0.00003346911,0.0000030330411,0.00005100824,0.00006949385,0.9937112,0.0010936185,0.003040022,0.0006396461],"study_design_scores_gemma":[0.0012798286,0.00058652065,0.0005414811,0.000024406476,0.000044257726,4.5530882e-7,0.000024618057,0.00037717895,0.9767236,0.0003236484,0.019874567,0.00019942845],"about_ca_topic_score_codex":0.000004868638,"about_ca_topic_score_gemma":0.000002055102,"teacher_disagreement_score":0.019364407,"about_ca_system_score_codex":0.000010297452,"about_ca_system_score_gemma":0.0000959696,"threshold_uncertainty_score":0.75565827},"labels":[],"label_agreement":null},{"id":"W3018522147","doi":"10.1039/d0lc00248h","title":"Open sessile droplet viscometer with low sample consumption","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"CMC Microsystems (Canada); Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Viscometer; Sample (material); Materials science; Sessile drop technique; Chemistry; Composite material; Contact angle; Chromatography; Viscosity","score_opus":0.024150665691626445,"score_gpt":0.2339911268790037,"score_spread":0.20984046118737726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018522147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851805,0.000019604151,0.0075318464,0.0006762783,0.000087284745,0.0001851276,0.00004481776,0.0002605257,0.0060140467],"genre_scores_gemma":[0.9985646,0.000011977164,0.00059876684,0.0006074316,0.00007256846,0.0000069164566,0.000010871172,0.000019054884,0.000107798645],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995914,0.000011611745,0.00007604828,0.00012842099,0.000077956254,0.00011455791],"domain_scores_gemma":[0.9997715,0.00003179254,0.000011158332,0.000094903306,0.000007710183,0.00008293749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026256315,0.00008417706,0.00010867474,0.00001896479,0.00003142286,0.00008420437,0.00009742176,0.00003747914,0.0005236801],"category_scores_gemma":[0.000014745808,0.00006470091,0.000021029795,0.000111683345,0.000014397097,0.00007327986,0.000024928842,0.00011973659,0.0002567882],"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":[0.003223894,0.0012181313,0.058592677,0.004378772,0.0016659965,0.00026314164,0.0048409863,0.0874119,0.3520993,0.030486807,0.10109969,0.35471871],"study_design_scores_gemma":[0.004926125,0.0022271816,0.059510868,0.00046390685,0.00012923332,0.000016365142,0.000114953844,0.64898133,0.13639168,0.0008349813,0.14478037,0.001623013],"about_ca_topic_score_codex":0.000015709007,"about_ca_topic_score_gemma":0.000016054319,"teacher_disagreement_score":0.5615694,"about_ca_system_score_codex":0.00001431428,"about_ca_system_score_gemma":0.0000032710793,"threshold_uncertainty_score":0.57339305},"labels":[],"label_agreement":null},{"id":"W3019638927","doi":"10.1039/d0lc00302f","title":"Direct loading of blood for plasma separation and diagnostic assays on a digital microfluidic device","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":69,"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 Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institutes of Health Research; Abbott Laboratories","keywords":"Microfluidics; Separation (statistics); Plasma; Digital polymerase chain reaction; Materials science; Nanotechnology; Chromatography; Chemistry; Computer science; Physics; Biochemistry","score_opus":0.012491089953492547,"score_gpt":0.22173102117317264,"score_spread":0.2092399312196801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019638927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437,0.00282492,0.00034792794,0.00026952632,0.000044294495,0.00019636934,0.000051551648,0.0005053941,0.0013900307],"genre_scores_gemma":[0.99922776,0.00042645526,0.00012295798,0.0001016006,0.00003859038,0.000024656683,0.000013538694,0.000025528889,0.000018916857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994633,0.0000067832493,0.00013874612,0.0001622591,0.00005947685,0.00016943432],"domain_scores_gemma":[0.99936014,0.00046762894,0.00002793586,0.00009429967,0.000013828625,0.000036141202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048188736,0.00012516326,0.00016183344,0.000052498137,0.000034331053,0.000031441916,0.00007698969,0.00007543547,0.0000013985019],"category_scores_gemma":[0.00056295696,0.000121117446,0.000034794513,0.00012060069,0.000020620493,0.000051323386,0.000015391834,0.00010569105,0.000008803281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041499676,0.00003829384,0.0006328669,0.00022134699,0.00008335657,0.0000049104237,0.00036821116,0.000040866016,0.9751665,0.00070139434,0.006118635,0.016582102],"study_design_scores_gemma":[0.0005076372,0.00046582718,0.00015263596,0.00010899759,0.000036563546,0.0000041178423,0.00003224701,0.0003760267,0.99351794,0.00006320808,0.0046028,0.00013203027],"about_ca_topic_score_codex":0.0000016265502,"about_ca_topic_score_gemma":6.693091e-7,"teacher_disagreement_score":0.018351391,"about_ca_system_score_codex":0.000012663019,"about_ca_system_score_gemma":0.000007676556,"threshold_uncertainty_score":0.49390262},"labels":[],"label_agreement":null},{"id":"W3023224713","doi":"10.1039/d0lc00300j","title":"Picoliter agar droplet breakup in microfluidics meets microbiology application: numerical and experimental approaches","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Calgary Laboratory Services; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Alberta Innovates Bio Solutions; CMC Microsystems","keywords":"Microfluidics; Breakup; Agar; Microbiology; Chemistry; Nanotechnology; Biology; Materials science; Bacteria; Physics; Mechanics","score_opus":0.022210818735327233,"score_gpt":0.22484122456027336,"score_spread":0.20263040582494612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023224713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165168,0.0017953373,0.07352446,0.002041591,0.000099806624,0.0006302221,0.00007069842,0.0004936255,0.0048275003],"genre_scores_gemma":[0.99649847,0.000013344987,0.001088826,0.0020490007,0.00008223167,0.00007634782,0.00014669362,0.00003048204,0.000014601141],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921155,0.000021179034,0.00025526225,0.00026825385,0.00004921978,0.00019454713],"domain_scores_gemma":[0.9997471,0.000014915371,0.000037941565,0.00014261185,0.000015650163,0.00004179303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082418024,0.00017320523,0.00019322913,0.00007327498,0.000026852655,0.000017299217,0.0001190498,0.0001214903,0.00002551396],"category_scores_gemma":[0.000008749938,0.0001732331,0.000021428414,0.0003663055,0.000071847186,0.000049530754,0.000051905947,0.00021109835,0.000039248385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029725126,0.000045693327,0.000394656,0.00003392411,0.000012654171,0.0000044731855,0.0009345161,0.000004677027,0.97868365,0.013667912,0.0033712366,0.0028168769],"study_design_scores_gemma":[0.0005163517,0.00010242145,0.000518131,0.000015434636,0.0000034636441,0.000026773725,0.00014265033,0.0010938447,0.9351414,0.00016451445,0.06202787,0.00024715776],"about_ca_topic_score_codex":0.000003989833,"about_ca_topic_score_gemma":8.8347456e-8,"teacher_disagreement_score":0.07998171,"about_ca_system_score_codex":0.00007085701,"about_ca_system_score_gemma":0.000009190759,"threshold_uncertainty_score":0.7064241},"labels":[],"label_agreement":null},{"id":"W3025750122","doi":"10.1039/d0lc00080a","title":"Intelligent image-activated cell sorting 2.0","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada); University of Toronto; University of Alberta","funders":"Japan Society for the Promotion of Science; Council for Science, Technology and Innovation; Nakatani Foundation for Advancement of Measuring Technologies in Biomedical Engineering; Cabinet Office, Government of Japan; Precise Measurement Technology Promotion Foundation","keywords":"Sorting; Cell sorting; Image (mathematics); Computer science; Throughput; Artificial intelligence; Computer vision; Cell; Biology; Telecommunications; Genetics; Algorithm","score_opus":0.01290330654207035,"score_gpt":0.26206922188525966,"score_spread":0.24916591534318933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025750122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95084125,0.00014909143,0.0062278816,0.00080260925,0.000015860787,0.00016518141,0.0000029256728,0.000112245725,0.041682933],"genre_scores_gemma":[0.994239,0.00007362043,0.001784138,0.0030341942,0.00015361051,0.000009246558,0.00006998037,0.000026338097,0.0006099234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992013,0.00004038643,0.00017050422,0.00032570877,0.00009382194,0.00016827272],"domain_scores_gemma":[0.99950826,0.00000694603,0.00008068049,0.000268273,0.00004441793,0.0000914333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000735037,0.00012854394,0.00012141799,0.000023504072,0.0000375106,0.0000306425,0.00017212861,0.000073828436,0.00010102164],"category_scores_gemma":[0.00011132478,0.000121441364,0.00010431674,0.00012216975,0.000028627392,0.0000024513183,0.00010571346,0.000117007425,0.000101549405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042248772,0.000046758378,0.00019840422,0.0000119203205,0.000020882351,0.000007330871,0.00005777338,0.000007075941,0.9901882,0.000013079858,0.00724829,0.0021580674],"study_design_scores_gemma":[0.00011695133,0.00018795556,0.00006717792,0.0000049545424,0.000013264822,9.377226e-7,0.00003945311,0.00013382112,0.9603552,0.000024468323,0.038920045,0.00013577557],"about_ca_topic_score_codex":0.000011729236,"about_ca_topic_score_gemma":0.0000030381389,"teacher_disagreement_score":0.043397676,"about_ca_system_score_codex":0.000008379219,"about_ca_system_score_gemma":0.00001863529,"threshold_uncertainty_score":0.49522352},"labels":[],"label_agreement":null},{"id":"W3031638490","doi":"10.1039/d0lc00373e","title":"Clinical decision support tool and rapid point-of-care platform for determining disease severity in patients with COVID-19","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":101,"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 of Population and Public Health","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health; Australian Government","keywords":"Coronavirus disease 2019 (COVID-19); Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Point of care; 2019-20 coronavirus outbreak; Decision support system; Point (geometry); Virology; Medicine; Intensive care medicine; Computer science; Internal medicine; Artificial intelligence; Pathology; Mathematics; Infectious disease (medical specialty); Outbreak","score_opus":0.05118214778504073,"score_gpt":0.36128304260256877,"score_spread":0.31010089481752806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031638490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99315995,0.00002850521,0.00031118488,0.005266454,0.00007167374,0.000986616,0.00011211065,0.00004627557,0.000017224711],"genre_scores_gemma":[0.9416886,0.000015364769,0.002915268,0.055156946,0.00006479093,0.000033006767,0.00009667737,0.00002628814,0.0000030823173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998591,0.00003251891,0.00044531698,0.00043246322,0.00029859148,0.00020009255],"domain_scores_gemma":[0.9977216,0.0012709752,0.00013151062,0.0002731404,0.00007854958,0.0005242282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027531094,0.00015861809,0.00042332764,0.00008317898,0.00004699951,0.00001520159,0.00008410323,0.000084080064,0.000072299124],"category_scores_gemma":[0.0045889616,0.00012770001,0.00008778978,0.00015669149,0.00008733775,0.000087579356,0.00007328007,0.00018061463,0.0000043956466],"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":[0.011515956,0.00031424063,0.91650665,0.0006748337,0.00001823443,0.000055713455,0.0011111461,0.000010505485,0.0000021778994,0.000028498798,0.0014997206,0.068262346],"study_design_scores_gemma":[0.014635951,0.0040301974,0.9671456,0.00048603065,0.00010550963,0.0000011433224,0.00010349212,0.0008813959,0.000037309477,0.00008928537,0.01229535,0.00018869927],"about_ca_topic_score_codex":0.0000069427465,"about_ca_topic_score_gemma":0.000016471673,"teacher_disagreement_score":0.06807365,"about_ca_system_score_codex":0.000101271595,"about_ca_system_score_gemma":0.0004438455,"threshold_uncertainty_score":0.54937476},"labels":[],"label_agreement":null},{"id":"W3035379044","doi":"","title":"Rapid Prototyping of Branched Microfluidics in PDMS Using Capillaries","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"McGill University","funders":"","keywords":"Microfluidics; Rapid prototyping; Nanotechnology; Materials science; Composite material","score_opus":0.017088964049951003,"score_gpt":0.24335284750057598,"score_spread":0.22626388345062498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035379044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860226,0.0004515124,0.009895248,0.00004048834,0.00026775984,0.0004192421,0.000010734483,0.00017133747,0.0027210736],"genre_scores_gemma":[0.9963199,0.000043296783,0.003370312,0.0001135082,0.00006448529,0.000023392833,0.000015749742,0.000032803247,0.000016542075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992319,0.0000115773355,0.00033186248,0.00013025006,0.000102674894,0.0001917488],"domain_scores_gemma":[0.9996106,0.00001982715,0.000052362804,0.00022899712,0.0000722714,0.000015922442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028872205,0.00013943373,0.00018723523,0.00022033625,0.000028161137,0.000012462493,0.0001256842,0.00013772398,0.0000539883],"category_scores_gemma":[0.000046612873,0.00014136922,0.000027869097,0.00063872465,0.00008407822,0.000076686236,0.000021641968,0.0003780279,0.0000048040956],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014936442,0.000020868798,0.0005410426,0.000088961366,0.0000092711925,0.000001859821,0.00038692975,0.0000038340945,0.97125024,0.014267815,0.00022167918,0.013192574],"study_design_scores_gemma":[0.00029619213,0.000027202852,0.0014636033,0.000081647835,0.000002973243,0.000006278205,0.000033333898,0.0006712635,0.9817218,0.00085232535,0.014692211,0.00015115245],"about_ca_topic_score_codex":0.000018610403,"about_ca_topic_score_gemma":0.0000018893312,"teacher_disagreement_score":0.014470532,"about_ca_system_score_codex":0.000045726203,"about_ca_system_score_gemma":0.000031725373,"threshold_uncertainty_score":0.57648695},"labels":[],"label_agreement":null},{"id":"W3035865027","doi":"10.1039/d0lc00333f","title":"Buoyancy-driven step emulsification on pneumatic centrifugal microfluidic platforms","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"National Research Council Canada","funders":"National Research Council Canada; Canadian Space Agency","keywords":"Buoyancy; Microfluidics; Centrifugal force; Displacement (psychology); Mechanical engineering; Mechanics; Centrifugal pump; Engineering; Materials science; Nanotechnology; Physics; Impeller","score_opus":0.02110995546824899,"score_gpt":0.2284562650823133,"score_spread":0.2073463096140643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035865027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6327067,0.0005109951,0.338012,0.0018896319,0.00069427124,0.0011623438,0.00015299926,0.0025043737,0.022366643],"genre_scores_gemma":[0.9964114,0.00007390188,0.0008317818,0.0021426245,0.0001724448,0.000039160353,0.00015724298,0.00006142636,0.00011004768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998796,0.000010886528,0.00039266402,0.0002716898,0.00023973234,0.00028902286],"domain_scores_gemma":[0.9994537,0.000035976394,0.000071670926,0.00030116882,0.00006603602,0.00007142093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105655665,0.0002500184,0.00022204433,0.00013249156,0.000075772055,0.000037069647,0.0002417582,0.00013124415,0.0001166948],"category_scores_gemma":[0.00006208429,0.00023180508,0.000054686876,0.0006447723,0.000039434257,0.00011072291,0.000026461237,0.00036689496,0.00057093013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008512651,0.00008360722,0.00023059073,0.00021425594,0.00006647861,0.000011415792,0.0009476609,0.00010139927,0.82686967,0.054493412,0.098708704,0.01818768],"study_design_scores_gemma":[0.0006806574,0.00031748955,0.001458407,0.00019675514,0.000015806165,0.000005890291,0.00010546451,0.004749236,0.9417789,0.00073281094,0.049489416,0.00046918908],"about_ca_topic_score_codex":0.0000021664728,"about_ca_topic_score_gemma":9.8447e-8,"teacher_disagreement_score":0.36370465,"about_ca_system_score_codex":0.00015014492,"about_ca_system_score_gemma":0.000019603403,"threshold_uncertainty_score":0.9452737},"labels":[],"label_agreement":null},{"id":"W3036339936","doi":"10.1039/d0lc00387e","title":"Magnetic polyelectrolyte microcapsules <i>via</i> water-in-water droplet microfluidics","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Toronto Metropolitan University; St. Michael's Hospital","funders":"Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation; Ryerson University","keywords":"Polyelectrolyte; Microfluidics; Ferrofluid; Aqueous solution; Fabrication; Nanotechnology; Materials science; Chemical engineering; Chemistry; Magnetic field; Polymer; Engineering; Composite material; Organic chemistry; Physics","score_opus":0.008454031688704837,"score_gpt":0.1935798417960258,"score_spread":0.18512581010732096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036339936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485186,0.001159404,0.039241403,0.0029908137,0.0002538611,0.00044524609,0.000026897505,0.0009803915,0.0063833804],"genre_scores_gemma":[0.99398315,0.00006406779,0.00036208087,0.0049863886,0.00017679385,0.00003184974,0.00014305832,0.00007941635,0.00017316687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985358,0.000020675056,0.00041153023,0.0003065302,0.00015636232,0.0005691151],"domain_scores_gemma":[0.9996211,0.000011851095,0.000017753217,0.0002414998,0.000045373305,0.00006245327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015653395,0.00029446275,0.00026575007,0.00016183987,0.000048481677,0.0000386891,0.00025271688,0.00014254202,0.00020481089],"category_scores_gemma":[0.000008926569,0.00022422854,0.000054730455,0.00039147292,0.000056228768,0.00008458627,0.00005867407,0.0004111918,0.000495657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034620305,0.000024808049,0.000051156047,0.00006215791,0.000012776612,0.000024526653,0.00090313505,0.000007350011,0.9860513,0.0007296518,0.00726634,0.0048321774],"study_design_scores_gemma":[0.000407245,0.00017442138,0.000066639914,0.000028352508,0.000007026972,0.000012424623,0.00001879015,0.00037582824,0.9285181,0.0004025384,0.069684185,0.0003044531],"about_ca_topic_score_codex":0.000011494679,"about_ca_topic_score_gemma":6.885165e-7,"teacher_disagreement_score":0.06241785,"about_ca_system_score_codex":0.000095510564,"about_ca_system_score_gemma":0.000010569654,"threshold_uncertainty_score":0.91437745},"labels":[],"label_agreement":null},{"id":"W3037332551","doi":"10.1039/d0lc00432d","title":"Reciprocating flow-assisted nucleic acid purification using a finger-actuated microfluidic device","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Microfluidics; Nucleic acid; Reciprocating motion; Nucleic acid methods; Nanotechnology; Chemistry; Materials science; Engineering; Biochemistry; Mechanical engineering","score_opus":0.04920417650370844,"score_gpt":0.23777077915223854,"score_spread":0.1885666026485301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037332551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98624474,0.0029112485,0.006328729,0.0010468988,0.00019074335,0.00022675165,0.000014837763,0.0024355075,0.0006005464],"genre_scores_gemma":[0.98670405,0.00031858336,0.012043024,0.0007038135,0.00011071937,0.0000064566857,0.00003143408,0.00006615973,0.000015730078],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988422,0.000033746608,0.00031519085,0.00033168664,0.00014600165,0.0003311798],"domain_scores_gemma":[0.99944437,0.000035782046,0.000067422894,0.00032007202,0.000047825204,0.000084537234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111068366,0.00024994506,0.00024337418,0.00009670271,0.00013517351,0.00007205053,0.0002473017,0.00020706581,0.00003630751],"category_scores_gemma":[0.00019726703,0.00024446688,0.000063855,0.00062005915,0.000046947396,0.000083409315,0.00005409496,0.00032754266,0.00016835488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018717095,0.000017625043,0.00006677077,0.00008660612,0.000024910047,0.0000085374595,0.00043650056,0.00005762188,0.96254516,0.00003214022,0.004206742,0.032498658],"study_design_scores_gemma":[0.00033602404,0.000064654196,0.00063161796,0.00017511671,0.000033438246,0.00001862367,0.00017203645,0.04194989,0.94185895,0.00003064713,0.0143610425,0.0003679691],"about_ca_topic_score_codex":0.000011825149,"about_ca_topic_score_gemma":0.0000012358462,"teacher_disagreement_score":0.04189227,"about_ca_system_score_codex":0.00010729542,"about_ca_system_score_gemma":0.000027383332,"threshold_uncertainty_score":0.99690694},"labels":[],"label_agreement":null},{"id":"W3040573443","doi":"10.1039/d0lc00521e","title":"AI on a chip","year":2020,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"Japan Society for the Promotion of Science; Nakatani Foundation for Advancement of Measuring Technologies in Biomedical Engineering; Ogasawara Foundation for the Promotion of Science and Engineering; Casio Science Promotion Foundation; Takeda Science Foundation; Konica Minolta Imaging Science Foundation","keywords":"Chip; Lab-on-a-chip; Engineering; Computer science; Embedded system; Nanotechnology; Artificial intelligence; Manufacturing engineering; Materials science; Electrical engineering; Microfluidics","score_opus":0.019540430624764394,"score_gpt":0.32487570578310965,"score_spread":0.30533527515834524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040573443","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":[0.000013017426,0.97873384,0.000059333765,0.00018627675,0.00003674015,0.0004200133,0.000028554943,0.000075807446,0.020446414],"genre_scores_gemma":[0.0000894373,0.9919197,0.00014566112,0.003692579,0.0005977633,0.00010040818,0.0007519878,0.00009257365,0.0026099046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831223,0.00016164186,0.0003466628,0.00075027987,0.0001814055,0.00024778693],"domain_scores_gemma":[0.99871296,0.000020912768,0.0001980211,0.0009194795,0.000032236774,0.000116365394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001250789,0.00045614262,0.00095027627,0.000104122286,0.000043582168,0.00004985188,0.00047775474,0.00043235114,0.00007871755],"category_scores_gemma":[0.0001248324,0.00036977077,0.00075007597,0.00022204232,0.000040434443,0.0000011185564,0.00016853827,0.00046263754,0.0004195018],"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":[0.000020959447,0.00010696518,0.0000010752567,0.001432207,0.00030749515,0.000052260348,0.000007032579,1.4593451e-7,0.0005475335,0.0001907169,0.06359046,0.9337432],"study_design_scores_gemma":[0.00008985102,0.0003409819,7.113273e-7,0.0011535286,0.00029830035,0.000012511375,8.396459e-7,0.0000013463168,0.0036352675,0.000030546074,0.9940724,0.0003637679],"about_ca_topic_score_codex":0.000005931624,"about_ca_topic_score_gemma":0.0000076159363,"teacher_disagreement_score":0.93337935,"about_ca_system_score_codex":0.000032210468,"about_ca_system_score_gemma":0.00012601589,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W3041682676","doi":"10.1039/d0lc00571a","title":"Speeding up biphasic reactions with surface nanodroplets","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Alberta Hospital Edmonton; University of Alberta","funders":"Institute of Global Innovation Research, Tokyo University of Agriculture and Technology; H2020 European Research Council; Canada Research Chairs; Canada First Research Excellence Fund; Tokyo University of Agriculture and Technology; Natural Sciences and Engineering Research Council of Canada","keywords":"Chemical reaction; Reaction rate; Chemistry; Volumetric flow rate; Adsorption; Péclet number; Flow (mathematics); Substrate (aquarium); Work (physics); Chemical engineering; Chemical physics; Thermodynamics; Physical chemistry; Mechanics; Organic chemistry; Catalysis","score_opus":0.02438544884166924,"score_gpt":0.23297756030940728,"score_spread":0.20859211146773804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041682676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8007136,0.000094120085,0.13983047,0.0018701563,0.0003467538,0.00028138494,0.000023657794,0.0017817699,0.055058114],"genre_scores_gemma":[0.99698037,0.000009961848,0.0016357456,0.00074303604,0.00010470684,0.0000054456623,0.000028046596,0.000039341005,0.0004533245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939203,0.000006224327,0.00015939125,0.00015245327,0.00012612269,0.00016375072],"domain_scores_gemma":[0.9997298,0.00001524392,0.000030922547,0.00013217122,0.000053358403,0.000038495167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007333474,0.00013396332,0.00011646527,0.00004752754,0.000052321808,0.000023116596,0.0000934975,0.000052386124,0.000093512004],"category_scores_gemma":[0.00001875931,0.00011861063,0.000018494628,0.00070871256,0.000028192087,0.00009014875,0.0000139872,0.0002349557,0.00012583149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032790373,0.000010737375,0.00033247352,0.00006752375,0.00004018355,0.000012610889,0.0005801808,0.00024976267,0.9373479,0.02850076,0.029637532,0.0031875374],"study_design_scores_gemma":[0.0003982411,0.00014369415,0.00042546177,0.00007196417,0.000009696334,0.000014753715,0.000116322706,0.0016717736,0.85906523,0.00016936989,0.137646,0.00026749098],"about_ca_topic_score_codex":0.0000042624843,"about_ca_topic_score_gemma":1.7998211e-7,"teacher_disagreement_score":0.19626682,"about_ca_system_score_codex":0.00006143543,"about_ca_system_score_gemma":0.000014034032,"threshold_uncertainty_score":0.48368013},"labels":[],"label_agreement":null},{"id":"W3042888578","doi":"10.1039/d0lc00556h","title":"High-speed particle detection and tracking in microfluidic devices using event-based sensing","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Institute of Infection and Immunity","funders":"Engineering and Physical Sciences Research Council; Royal Society; Royal Academy of Engineering","keywords":"Microfluidics; Compatibility (geochemistry); Event (particle physics); Microscope; Computer science; Throughput; Particle (ecology); Nanotechnology; Sensitivity (control systems); Tracking (education); Real-time computing; Engineering; Materials science; Electronic engineering; Physics; Optics; Telecommunications; Geology","score_opus":0.026170873145532743,"score_gpt":0.23040815344921553,"score_spread":0.2042372803036828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042888578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890924,0.0014644953,0.008340843,0.00035461647,0.00009687432,0.00010070995,0.0000025534684,0.00053712126,0.00001036179],"genre_scores_gemma":[0.9984612,0.00006918484,0.0010672022,0.0003269989,0.00004714003,3.35605e-7,0.0000014240384,0.00002549254,0.000001022708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928045,0.000029114031,0.00018633441,0.00019698744,0.00007920772,0.00022791648],"domain_scores_gemma":[0.99977344,0.000032802876,0.000027075708,0.00010659793,0.000012476292,0.0000475922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009296399,0.00014427562,0.00016542136,0.00006852882,0.00005994716,0.000049990835,0.000052179457,0.00010275964,0.0000037891555],"category_scores_gemma":[0.00004523673,0.0001423277,0.000026122823,0.00029423792,0.000037445534,0.00008377667,0.000020656867,0.00018569057,0.000008236064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023842967,0.000007862913,0.00087926857,0.000053171832,0.0000065525346,0.00002025321,0.00015021124,0.0013179505,0.9820446,0.000021963286,0.000028860373,0.015445496],"study_design_scores_gemma":[0.00041036337,0.00004187118,0.0020813295,0.000093509174,0.00001013308,0.0000065159,0.00012922508,0.16729428,0.82950574,0.000028510925,0.00024845195,0.00015003452],"about_ca_topic_score_codex":0.000063570056,"about_ca_topic_score_gemma":0.000030292136,"teacher_disagreement_score":0.16597633,"about_ca_system_score_codex":0.000053664797,"about_ca_system_score_gemma":0.0000088454135,"threshold_uncertainty_score":0.58039546},"labels":[],"label_agreement":null},{"id":"W3045510176","doi":"10.1039/d0lc00384k","title":"Compact 256-channel multi-well microelectrode array system for <i>in vitro</i> neuropharmacology test","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","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":"Kootenay Association for Science & Technology","funders":"Samsung","keywords":"Neuropharmacology; Multielectrode array; Microelectrode; Electrophysiology; Application-specific integrated circuit; In vitro; Neuroscience; Computer science; Chemistry; Computer hardware; Biology","score_opus":0.045903973858901326,"score_gpt":0.2734825857808041,"score_spread":0.22757861192190276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045510176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928708,0.0000235718,0.00061770476,0.0035066758,0.00096408906,0.0009163951,0.00009617274,0.00041013758,0.0005944156],"genre_scores_gemma":[0.98625064,0.000014390537,0.00005662226,0.013306487,0.0001533685,0.00003286814,0.0000017029471,0.000048082813,0.00013583194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99814373,0.00008744679,0.0002637189,0.00071099197,0.00016862806,0.00062549266],"domain_scores_gemma":[0.99885255,0.00066592515,0.000078439705,0.00017806355,0.000012527552,0.00021250201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000828143,0.0002514229,0.00029978075,0.000101272075,0.00012050224,0.000051288458,0.00044411985,0.000051137307,0.0000040196014],"category_scores_gemma":[0.0004982523,0.00023049493,0.00009753354,0.00051832286,0.000047515827,0.00012140728,0.000031746036,0.0003560453,0.00013087784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020160947,0.00010866136,0.00002525191,0.00007940875,7.4294013e-7,0.00009442248,0.00008182747,0.0006902548,0.998366,0.00007465815,0.00023857177,0.000038605547],"study_design_scores_gemma":[0.0013307758,0.0004356321,0.000115167,0.000016960865,0.0000057942025,0.000036419144,0.000010436565,0.031629946,0.9635063,0.0000027220435,0.0027039002,0.00020594535],"about_ca_topic_score_codex":0.0000046540054,"about_ca_topic_score_gemma":0.00000122341,"teacher_disagreement_score":0.034859687,"about_ca_system_score_codex":0.000047042304,"about_ca_system_score_gemma":0.00002673144,"threshold_uncertainty_score":0.93993104},"labels":[],"label_agreement":null},{"id":"W3045714036","doi":"10.1039/d0lc00226g","title":"NanoPADs and nanoFACEs: an optically transparent nanopaper-based device for biomedical applications","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Toronto Public Health; McGill University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Canada Foundation for Innovation","keywords":"Microfluidics; Nanotechnology; Materials science; Biosensor","score_opus":0.0319152896331784,"score_gpt":0.251522082132661,"score_spread":0.21960679249948256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045714036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75447404,0.0003722147,0.23273887,0.007692083,0.0001933501,0.0012625428,0.0002630672,0.001175758,0.0018280558],"genre_scores_gemma":[0.99439645,0.000012323656,0.004393423,0.0009204472,0.000112928195,0.00008736523,0.000036456007,0.000024594781,0.00001602594],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993599,0.000011290768,0.00014870253,0.00020636864,0.000107484964,0.00016625182],"domain_scores_gemma":[0.9995697,0.00004811914,0.000010406072,0.00010086567,0.000017428643,0.0002534841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047159465,0.00011635645,0.00013501813,0.000027765162,0.00006176083,0.000031613457,0.000075257034,0.000088122426,0.000031863834],"category_scores_gemma":[0.00001540858,0.000101052916,0.00003946731,0.00015497368,0.00004411468,0.00003313568,0.0000039480715,0.000092951486,0.000020967687],"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":[0.00025325923,0.00047110496,0.00013690848,0.0013198685,0.000109313754,0.000007758056,0.00049954007,0.0048232465,0.90255404,0.012544317,0.000839674,0.07644099],"study_design_scores_gemma":[0.0016762997,0.001286273,0.0009861501,0.000070602815,0.00009742887,0.0000028956786,0.00007782448,0.7592654,0.07974629,0.0002714863,0.15599854,0.00052076555],"about_ca_topic_score_codex":0.0000012791204,"about_ca_topic_score_gemma":0.000004302363,"teacher_disagreement_score":0.8228077,"about_ca_system_score_codex":0.000013738483,"about_ca_system_score_gemma":0.000010631925,"threshold_uncertainty_score":0.41208184},"labels":[],"label_agreement":null},{"id":"W3045951418","doi":"10.1039/d0lc00311e","title":"Multiplexed end-point microfluidic chemotaxis assay using centrifugal alignment","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"British Columbia Institute of Technology; University of British Columbia","funders":"Canadian Institutes of Health Research; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Multiplexing; Chemotaxis; Microfluidics; End point; Scalability; Throughput; Point (geometry); Centrifugal force; Computer science; Chemistry; Nanotechnology; Physics; Materials science; Mathematics; Real-time computing; Flow (mathematics); Mechanics; Telecommunications; Biochemistry; Geometry","score_opus":0.035440831624419605,"score_gpt":0.26668983268547064,"score_spread":0.23124900106105103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045951418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97785175,0.0008473365,0.007838617,0.0035676511,0.0006522823,0.0005940256,0.000050297927,0.0009317338,0.007666278],"genre_scores_gemma":[0.99468905,0.00009192749,0.0039908113,0.0007800062,0.00030925538,0.000009131849,0.0000127049325,0.00005936509,0.000057724763],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982427,0.00007322077,0.00026444613,0.00030346256,0.0005686312,0.0005475653],"domain_scores_gemma":[0.9991287,0.00016978732,0.000024968835,0.0002631763,0.0000257076,0.00038767655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003893065,0.0002004661,0.00021543789,0.00006867452,0.000060302053,0.000052682684,0.0003030967,0.000117952724,0.0008285275],"category_scores_gemma":[0.00049103866,0.00019312404,0.0000844184,0.0003100521,0.000060997754,0.000043893408,0.00013181599,0.000423873,0.00047678055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030526593,0.000045673274,0.00054231175,0.00013693048,0.000055924327,0.00004413025,0.00044196245,0.00035755543,0.98160607,0.0001122077,0.006318582,0.010308143],"study_design_scores_gemma":[0.0010160531,0.000077270815,0.0011441796,0.00009772861,0.000010973182,0.000006303893,0.000058008154,0.05673178,0.8803015,0.0000412394,0.060194388,0.00032057747],"about_ca_topic_score_codex":0.000027973003,"about_ca_topic_score_gemma":6.8846276e-7,"teacher_disagreement_score":0.10130455,"about_ca_system_score_codex":0.00019942879,"about_ca_system_score_gemma":0.00003739163,"threshold_uncertainty_score":0.9071795},"labels":[],"label_agreement":null},{"id":"W3082810626","doi":"10.1039/d0lc00426j","title":"Single ascospore detection for the forecasting of <i>Sclerotinia</i> stem rot of canola","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Alberta Innovates; Mitacs; Canola Council of Canada","keywords":"Ascospore; Canola; Sclerotinia; Stem rot; Productivity; Agriculture; Sclerotinia sclerotiorum; Sustainability; Engineering; Agricultural engineering; Agronomy; Horticulture; Biology; Botany; Economics; Ecology","score_opus":0.06669827907110572,"score_gpt":0.196388001514804,"score_spread":0.1296897224436983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082810626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856126,0.00006796882,0.0001112658,0.0005213428,0.000068778085,0.00024372898,0.0001651436,0.00001531856,0.00024519206],"genre_scores_gemma":[0.99958533,0.0000064824694,0.00006616523,0.0001783047,0.00010699662,0.000010088277,0.000006745719,7.624467e-7,0.000039118662],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995152,0.000019286861,0.00014051274,0.00011553183,0.00010316487,0.00010633583],"domain_scores_gemma":[0.9995944,0.00018528402,0.00012793281,0.000027422931,0.000034570057,0.000030403386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001087324,0.00006243906,0.00011557917,0.0000027979452,0.00008479162,0.0000078987105,0.00011586389,0.00003893257,0.00001180526],"category_scores_gemma":[0.00003189269,0.000019046356,0.00007372107,0.00014048307,0.000016846454,0.000016121296,0.00001622397,0.000043535463,7.9394266e-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":[0.00008756971,0.000021356467,0.00010008776,0.000017718408,0.0000058467717,4.1664342e-7,0.00005778613,0.00002265319,0.9369459,0.00021388405,0.0000227813,0.062504],"study_design_scores_gemma":[0.00015978892,0.0009529619,0.0036245687,0.000051164847,0.000015276037,0.0000018830974,0.00040057005,0.0014616543,0.98851526,0.00010957705,0.0046287384,0.00007853266],"about_ca_topic_score_codex":0.000024694333,"about_ca_topic_score_gemma":0.0005031471,"teacher_disagreement_score":0.062425468,"about_ca_system_score_codex":0.000004773039,"about_ca_system_score_gemma":0.0000029486664,"threshold_uncertainty_score":0.077668786},"labels":[],"label_agreement":null},{"id":"W3085193927","doi":"10.1039/d0lc00238k","title":"Microfluidic salt precipitation: implications for geological CO<sub>2</sub> storage","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Canada Foundation for Innovation; Canada First Research Excellence Fund; University of Alberta","keywords":"Microfluidics; Nucleation; Salt (chemistry); Precipitation; Nanotechnology; Carbon fibers; Salt water; Environmental science; Materials science; Chemical engineering; Chemistry; Environmental engineering; Engineering; Meteorology; Physics; Organic chemistry","score_opus":0.0324884096699486,"score_gpt":0.2794958289938695,"score_spread":0.2470074193239209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085193927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351781,0.000041557087,0.005596466,0.04178167,0.00013147594,0.0005898609,0.000075914926,0.0001636855,0.016441245],"genre_scores_gemma":[0.9881483,0.00004969542,0.00041528177,0.010730982,0.000104910185,0.00015011679,0.00009032599,0.000008155877,0.00030228388],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919784,0.000049717994,0.00017483834,0.0003054405,0.00009136272,0.00018078828],"domain_scores_gemma":[0.9994933,0.00014637223,0.00006339434,0.00015756469,0.000014657975,0.00012473222],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000845383,0.00010699103,0.00010024002,0.00001596244,0.00019856049,0.000030391044,0.00015030697,0.000060072238,0.0011343755],"category_scores_gemma":[0.00016055806,0.000095240735,0.00006651117,0.00014635244,0.00008998108,0.00009470882,0.000038272654,0.00012948591,0.0015389418],"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":[0.0001425706,0.0002583033,0.013860919,0.00001054789,0.00001814393,0.0000033084843,0.0009696559,0.00048386288,0.6795655,0.0136268055,0.28345132,0.0076090423],"study_design_scores_gemma":[0.00090959424,0.0010138056,0.42200682,0.00000943209,0.000028008446,0.000019947085,0.00011805442,0.00078832236,0.08899181,0.007807729,0.47787848,0.00042799147],"about_ca_topic_score_codex":0.000007992979,"about_ca_topic_score_gemma":0.000024772899,"teacher_disagreement_score":0.5905737,"about_ca_system_score_codex":0.00006456781,"about_ca_system_score_gemma":0.000013792389,"threshold_uncertainty_score":0.99977875},"labels":[],"label_agreement":null},{"id":"W3088336291","doi":"10.1039/d0lc00732c","title":"A new agarose-based microsystem to investigate cell response to prolonged confinement","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","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":"Canadian Nautical Research Society","funders":"Institut Universitaire de France; Fondation de France; Ligue Contre le Cancer; Fondation pour la Recherche Médicale","keywords":"Agarose; Microsystem; Nanotechnology; Cell; Biophysics; Chemistry; Materials science; Biology; Biochemistry","score_opus":0.015595063884003247,"score_gpt":0.23454909522442682,"score_spread":0.21895403134042357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088336291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98022133,0.00004956559,0.004319391,0.013875313,0.00016685572,0.00055145856,0.000044969736,0.000025807049,0.000745304],"genre_scores_gemma":[0.96942675,0.0000018354856,0.0018644704,0.024848036,0.0001761271,0.00004564981,0.000053159172,0.000027166425,0.0035567787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990428,0.00007811927,0.00017575231,0.00038609823,0.00011815416,0.00019904674],"domain_scores_gemma":[0.9991424,0.000013965325,0.000046303998,0.00030738977,0.000049439856,0.00044051587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014772595,0.00014683254,0.00012290203,0.000038443904,0.00005199432,0.000043216765,0.00017757475,0.000078926045,0.000110952584],"category_scores_gemma":[0.00015475994,0.00014297472,0.000073000774,0.00011952023,0.000005379245,0.0000010434426,0.00007700395,0.00009792733,0.00035609063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001533883,0.000036784906,0.000022851806,0.000017167953,0.000011551062,0.0000059835584,0.00017001579,0.00010866431,0.97476095,0.000054720007,0.023079176,0.00019823258],"study_design_scores_gemma":[0.0004954928,0.0011470503,0.00007328889,0.000019780073,0.0000057651746,9.357187e-7,0.00002336868,0.000090425034,0.65835094,0.0000035708586,0.3396711,0.00011827994],"about_ca_topic_score_codex":0.000025020834,"about_ca_topic_score_gemma":0.000041752024,"teacher_disagreement_score":0.31659192,"about_ca_system_score_codex":0.000018104472,"about_ca_system_score_gemma":0.0001748504,"threshold_uncertainty_score":0.583034},"labels":[],"label_agreement":null},{"id":"W3090991261","doi":"10.1039/d0lc00803f","title":"Acoustofluidic generation of droplets with tunable chemical concentrations","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Nanotechnology; Chemical engineering; Chemistry; Materials science; Engineering","score_opus":0.024317961269983993,"score_gpt":0.22021752816924722,"score_spread":0.19589956689926324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090991261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66940284,0.000103617065,0.32154724,0.0005640803,0.000060516537,0.00023371768,0.00002919302,0.00035980923,0.0076989797],"genre_scores_gemma":[0.9975911,0.000008376034,0.0014567712,0.00066442846,0.00010582608,0.00001637791,0.00010760138,0.00002014608,0.000029391833],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946404,0.000006205419,0.00018248652,0.000114593764,0.000120382014,0.000112301386],"domain_scores_gemma":[0.99974376,0.000007715504,0.000031618918,0.000110037574,0.000078279954,0.000028602713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044520963,0.00009757979,0.000115342475,0.00003142664,0.000022763588,0.0000097226675,0.00007204518,0.00005336518,0.00006709967],"category_scores_gemma":[0.000015711112,0.0000874035,0.000015667214,0.00038475575,0.000042652246,0.00006285272,0.000008738552,0.0001187713,0.000013987591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011103757,0.000013925827,0.00005381161,0.000027920998,0.000014504634,0.0000015332835,0.00022049721,0.00009851134,0.9704473,0.015687957,0.012651633,0.0007712699],"study_design_scores_gemma":[0.0002505456,0.000085525884,0.000047820355,0.000016648037,0.000007039419,0.0000024054111,0.00002234252,0.0060654865,0.98870283,0.000049674505,0.0046496466,0.000100046585],"about_ca_topic_score_codex":0.0000016151791,"about_ca_topic_score_gemma":8.5110216e-8,"teacher_disagreement_score":0.3281882,"about_ca_system_score_codex":0.000039405233,"about_ca_system_score_gemma":0.00002506509,"threshold_uncertainty_score":0.35642114},"labels":[],"label_agreement":null},{"id":"W3094746540","doi":"10.1039/d0lc01010c","title":"Deep-LUMEN assay – human lung epithelial spheroid classification from brightfield images using deep learning","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Spheroid; Lumen (anatomy); Biology; Deep learning; Organoid; Lung; Pathology; Artificial intelligence; Cell biology; Computer science; In vitro; Medicine","score_opus":0.033640131405251655,"score_gpt":0.28850638982274596,"score_spread":0.25486625841749433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094746540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037277,0.00023750709,0.08254041,0.0007448849,0.00024407152,0.00021851748,0.00000809254,0.0006757572,0.011603029],"genre_scores_gemma":[0.9945931,0.000025389365,0.0043602977,0.0001745953,0.0006103781,0.000009466529,0.000036839017,0.000062569125,0.00012740753],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998432,0.00015047347,0.0002602185,0.0003320172,0.0004428159,0.00038246802],"domain_scores_gemma":[0.99917555,0.00028004847,0.000048096474,0.00023359554,0.00003579088,0.00022689762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003087448,0.00017938153,0.0001984057,0.000056559144,0.00015637079,0.00012209316,0.00032458524,0.00016245365,0.00092355156],"category_scores_gemma":[0.00048171583,0.00017892022,0.000064655236,0.00024459886,0.00005986413,0.0000967567,0.0000866018,0.00081568817,0.00026751723],"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":[0.000028987984,0.000035303805,0.0065729697,0.00011963716,0.00009683673,0.000030865474,0.0011314837,0.00652807,0.94178474,0.00046713173,0.00061346043,0.042590518],"study_design_scores_gemma":[0.0005560205,0.00006961871,0.0230472,0.00009145064,0.000025069618,0.0000012620415,0.00011995053,0.8951767,0.07523165,0.00033368202,0.004998548,0.00034886936],"about_ca_topic_score_codex":0.00009981922,"about_ca_topic_score_gemma":0.00001646696,"teacher_disagreement_score":0.8886486,"about_ca_system_score_codex":0.00010720033,"about_ca_system_score_gemma":0.000016550368,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W3095599247","doi":"10.1039/d0lc00944j","title":"A flux-adaptable pump-free microfluidics-based self-contained platform for multiplex cancer biomarker detection","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":68,"is_retracted":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":"National Key Research and Development Program of China; Shanghai Rising-Star Program; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Multiplex; Microfluidics; Biomarker; Flux (metallurgy); Chemiluminescence; Cancer detection; Chemiluminescent immunoassay; Immunoassay; Nanotechnology; Cancer; Chemistry; Chromatography; Materials science; Biology; Bioinformatics; Medicine; Biochemistry; Internal medicine; Immunology","score_opus":0.0296035042193871,"score_gpt":0.248560889738518,"score_spread":0.2189573855191309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095599247","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":[0.17726728,0.00042873432,0.81379586,0.0011046979,0.00053665135,0.0014829492,0.00036530307,0.0025638714,0.0024546592],"genre_scores_gemma":[0.9914199,0.000013215383,0.0050387857,0.0024686384,0.00021676162,0.00043901292,0.00017673374,0.000096932585,0.00012998127],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876994,0.000009729322,0.00037031938,0.0003122572,0.0001667237,0.000371049],"domain_scores_gemma":[0.99933285,0.000053716652,0.00007317459,0.00031135193,0.00015761475,0.00007127337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019604282,0.0002839997,0.00025176158,0.0001532756,0.000118325945,0.00004424255,0.00025710659,0.00018134239,0.00009245664],"category_scores_gemma":[0.00008694303,0.00028602788,0.00008963225,0.00069032016,0.000031649608,0.00013938293,0.000034666828,0.0002196154,0.000024548417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002703417,0.000038231232,0.00006750991,0.00020807394,0.00009207936,0.0000024242333,0.00021935535,0.00005007246,0.9628241,0.00182055,0.018447869,0.015959403],"study_design_scores_gemma":[0.001830698,0.00016123828,0.00022312591,0.0000395573,0.000024860361,0.0000013465004,0.00003452825,0.04314378,0.8445124,0.00029351245,0.10943331,0.00030165902],"about_ca_topic_score_codex":0.000034743654,"about_ca_topic_score_gemma":0.0000056887793,"teacher_disagreement_score":0.81415266,"about_ca_system_score_codex":0.0003009123,"about_ca_system_score_gemma":0.00006566061,"threshold_uncertainty_score":0.9999592},"labels":[],"label_agreement":null},{"id":"W3104205105","doi":"10.1039/d0lc00965b","title":"Monolithic hydrogel nanowells-in-microwells enabling simultaneous single cell secretion and phenotype analysis","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Vancouver General Hospital; British Columbia Institute of Technology; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Michael Smith Health Research BC","keywords":"Micropatterning; Secretion; Phenotype; Cell; Cell biology; Materials science; Laser; Single-cell analysis; Nanotechnology; Chemistry; Biology; Biochemistry; Optics","score_opus":0.015311844802379888,"score_gpt":0.22970140952621637,"score_spread":0.2143895647238365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104205105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928585,0.0004410141,0.001137803,0.00028097705,0.000055455967,0.00013199722,0.000008448474,0.0002033219,0.0048824404],"genre_scores_gemma":[0.99889284,0.000116166484,0.00049545127,0.0002504028,0.000081085185,0.0000056177246,0.000013252624,0.00003551969,0.00010963704],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874157,0.000045887577,0.00023553029,0.0003201754,0.00028367262,0.0003731931],"domain_scores_gemma":[0.9991708,0.00035908734,0.000025718113,0.0001957184,0.000024475417,0.0002242487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023201373,0.00016181103,0.0002398727,0.00022632921,0.00003861417,0.00005889315,0.00017561525,0.00013652952,0.00016717764],"category_scores_gemma":[0.0003055374,0.00016380624,0.00005971477,0.0010707605,0.000046087338,0.000040271098,0.00006783961,0.0004184137,0.00019678666],"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":[0.00013295774,0.00019097934,0.005317651,0.0007218741,0.00027426792,0.000250757,0.0035295961,0.21608555,0.7505305,0.00013134543,0.00022371282,0.022610825],"study_design_scores_gemma":[0.0005370561,0.00012889791,0.00072310277,0.000052454252,0.000059113376,0.0000011855459,0.00006984067,0.8886133,0.104675144,0.00014752027,0.0046962216,0.0002961742],"about_ca_topic_score_codex":0.000035660894,"about_ca_topic_score_gemma":0.0000192222,"teacher_disagreement_score":0.67252773,"about_ca_system_score_codex":0.000073264244,"about_ca_system_score_gemma":0.0000145981485,"threshold_uncertainty_score":0.66798246},"labels":[],"label_agreement":null},{"id":"W3108312350","doi":"10.1039/d0lc01069c","title":"Real-time isothermal DNA amplification monitoring in picoliter volumes using an optical fiber sensor","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":52,"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 en Outaouais","funders":"Fonds de Recherche du Québec - Santé; Narodowe Centrum Nauki; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fonds Québécois de la Recherche sur la Nature et les Technologies; Armand-Frappier Foundation","keywords":"Loop-mediated isothermal amplification; Isothermal process; Fiber; Optical fiber; Materials science; DNA; Chemistry; Thermodynamics; Optics; Physics; Biochemistry; Composite material","score_opus":0.02646033425880673,"score_gpt":0.2443097331975332,"score_spread":0.21784939893872649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108312350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740356,0.0000063267858,0.00022131225,0.0001351879,0.000062726685,0.00007646988,0.000004298265,0.00019529088,0.0018948164],"genre_scores_gemma":[0.99756926,0.000006100473,0.0018101475,0.00004911521,0.00039486124,0.0000029039682,0.000003115813,0.0000324952,0.00013202579],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993363,0.000025727215,0.00016176462,0.00018021392,0.000103106206,0.00019290722],"domain_scores_gemma":[0.9997176,0.000022801823,0.0000138484675,0.00011971094,0.00001337673,0.000112672285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050663253,0.000112133916,0.00012950134,0.000045753808,0.000027618322,0.000048939117,0.00005350154,0.000093325674,0.00010341007],"category_scores_gemma":[0.000019604808,0.000110524416,0.0000354174,0.00016220848,0.000014921329,0.00010081746,0.000008876125,0.00016010184,0.00020151869],"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":[0.00004917625,0.000057253535,0.0013938901,0.00005674741,0.000016237682,0.000013775357,0.00043519578,0.016634485,0.97234994,0.0001951277,0.00002861593,0.008769536],"study_design_scores_gemma":[0.00034971058,0.000099666075,0.04713143,0.0000647994,0.000016181046,0.000003816925,0.000056880985,0.8611965,0.09007033,0.000048170048,0.0006720822,0.0002904172],"about_ca_topic_score_codex":0.000016881846,"about_ca_topic_score_gemma":9.679811e-7,"teacher_disagreement_score":0.88227963,"about_ca_system_score_codex":0.000053587733,"about_ca_system_score_gemma":0.000003976002,"threshold_uncertainty_score":0.4507055},"labels":[],"label_agreement":null},{"id":"W3110977116","doi":"10.1039/d0lc01046d","title":"High-resolution integrated piezoresistive sensors for microfluidic monitoring","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"Novelis (Canada); Vancouver Biotech (Canada)","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Piezoresistive effect; Microfluidics; Soft lithography; Pressure sensor; Materials science; Nanotechnology; Lithography; Lab-on-a-chip; Chip; Flow sensor; Optoelectronics; Engineering; Electrical engineering; Mechanical engineering; Acoustics; Fabrication; Physics","score_opus":0.013830629513027406,"score_gpt":0.21344544172953697,"score_spread":0.19961481221650956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110977116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96401274,0.01868866,0.014485856,0.00077429326,0.0002455206,0.00054461183,0.0001389431,0.00064761995,0.00046174144],"genre_scores_gemma":[0.9887519,0.009886374,0.00041747928,0.00019947739,0.00037640153,0.00012794606,0.00008295719,0.00005665054,0.00010084262],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999196,0.000018501436,0.00018833627,0.00023166435,0.000094912415,0.00027056911],"domain_scores_gemma":[0.99959934,0.000053514832,0.000025277663,0.00015991069,0.00004641961,0.00011555946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004851792,0.00017814107,0.00017656387,0.000047297242,0.00010129061,0.000025672276,0.00013314451,0.00008799902,0.000037004673],"category_scores_gemma":[0.000035381316,0.00017513256,0.000069418726,0.00026199716,0.000022603623,0.00003253349,0.000011810336,0.00016753579,0.000124253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007055741,0.000015607011,0.000046871955,0.000045159806,0.00004939416,0.000001572444,0.0002200724,0.00014679889,0.85643536,0.0026779508,0.13921429,0.0010763493],"study_design_scores_gemma":[0.000519936,0.00013865832,0.00077916746,0.000035561243,0.000034942135,0.0000015854689,0.00011342217,0.0019129085,0.8430416,0.00017489222,0.15298375,0.00026354316],"about_ca_topic_score_codex":0.000014870458,"about_ca_topic_score_gemma":3.7335477e-7,"teacher_disagreement_score":0.024739118,"about_ca_system_score_codex":0.00008940248,"about_ca_system_score_gemma":0.000018276056,"threshold_uncertainty_score":0.71416986},"labels":[],"label_agreement":null},{"id":"W3116840041","doi":"10.1039/d0lc00957a","title":"Plasmonic nanobowtiefluidic device for sensitive detection of glioma extracellular vesicles by Raman spectrometry","year":2020,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":70,"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 Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Extracellular vesicles; Raman spectroscopy; Plasmon; Nanotechnology; Mass spectrometry; Chemistry; Glioma; Materials science; Biophysics; Optoelectronics; Chromatography; Optics; Biology; Cell biology; Physics; Cancer research","score_opus":0.019270128210654287,"score_gpt":0.23204700287833907,"score_spread":0.21277687466768477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116840041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99752814,0.00027037607,0.00091842195,0.00072339893,0.000059607253,0.00026146148,0.000081916194,0.000061689025,0.00009496971],"genre_scores_gemma":[0.9990604,0.000010182619,0.0005772105,0.00020216148,0.00006311266,0.00003260589,0.000005545293,0.0000153987,0.000033391905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910295,0.000047795158,0.00022614685,0.0002745458,0.00014936729,0.00019916751],"domain_scores_gemma":[0.99945474,0.00015214257,0.00010915461,0.00015225387,0.000039901668,0.000091834234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580432,0.00011114911,0.00018265392,0.00003342708,0.00011142092,0.000034357938,0.00012373357,0.000049877377,0.000041126885],"category_scores_gemma":[0.000065741224,0.00009904789,0.0000745077,0.0002334632,0.000048237227,0.00006171076,0.000020170894,0.00004784058,0.000087696215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009408497,0.00008458482,0.000016983558,0.000027903945,0.0000069852913,0.0000012424846,0.000196041,0.0000058050286,0.9969706,0.001370916,0.00024775154,0.0009771219],"study_design_scores_gemma":[0.00034895472,0.00025675597,0.00020315358,0.00001716761,0.000023188952,0.000001937254,0.00014410658,0.00046656939,0.9965456,0.00018141404,0.001700079,0.00011107727],"about_ca_topic_score_codex":0.000013383593,"about_ca_topic_score_gemma":0.0000030588594,"teacher_disagreement_score":0.0015322316,"about_ca_system_score_codex":0.000019110865,"about_ca_system_score_gemma":0.00001698906,"threshold_uncertainty_score":0.40390554},"labels":[],"label_agreement":null},{"id":"W3118388285","doi":"10.1039/d0lc01040e","title":"Cardiovascular microphysiological systems (CVMPS) for safety studies – a pharma perspective","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Discovery Centre","funders":"","keywords":"Perspective (graphical); Risk analysis (engineering); Business; Medicine; Computer science","score_opus":0.052002310387475,"score_gpt":0.3268437077816165,"score_spread":0.2748413973941415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118388285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84118414,0.10924855,0.014397943,0.0016051165,0.004456166,0.0022599485,0.00025481122,0.0015256214,0.025067693],"genre_scores_gemma":[0.99662673,0.0014087782,0.0008507174,0.000080769656,0.00047787884,0.00013597995,0.000009360426,0.00003570352,0.00037408862],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876416,0.00011024994,0.00016556776,0.00030638595,0.00030590896,0.00034775748],"domain_scores_gemma":[0.9989389,0.0004160371,0.0000114488685,0.0003134542,0.00022582036,0.00009431283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000396047,0.00014507397,0.00036341505,0.00004420924,0.00008473689,0.00003188374,0.00015709517,0.00008401135,0.000026656633],"category_scores_gemma":[0.0008502576,0.000117738164,0.00025120185,0.00022100673,0.000101836275,0.000021812335,0.00008856681,0.00025757882,0.00008305392],"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":[0.0010491628,0.00097226707,0.00027340252,0.008202946,0.030037608,0.0015332671,0.009139609,0.115886614,0.588349,0.13768758,0.046570078,0.06029848],"study_design_scores_gemma":[0.007537295,0.0007781252,0.0048222607,0.0011927624,0.00042191832,0.00013736833,0.0105262315,0.048542302,0.12611815,0.0054142894,0.79258204,0.0019272827],"about_ca_topic_score_codex":0.000008134076,"about_ca_topic_score_gemma":6.721938e-7,"teacher_disagreement_score":0.7460119,"about_ca_system_score_codex":0.00024081618,"about_ca_system_score_gemma":0.000030880856,"threshold_uncertainty_score":0.4801223},"labels":[],"label_agreement":null},{"id":"W3120510778","doi":"10.1039/d0lc01061h","title":"Label-free three-dimensional observations and quantitative characterisation of on-chip vasculogenesis using optical diffraction tomography","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","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":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; National Research Foundation of Korea","keywords":"Vasculogenesis; Diffraction; Diffraction tomography; Refractive index; Tomography; Organelle; Biomedical engineering; Chip; Optics; Materials science; Chemistry; Cell biology; Biology; Computer science; Optoelectronics; Endothelial stem cell; Physics; Medicine; Biochemistry","score_opus":0.043935825513585894,"score_gpt":0.2795271258383375,"score_spread":0.23559130032475162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120510778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727637,0.000051175048,0.00083582953,0.00013792704,0.0001268321,0.00010764128,0.00027527235,0.00001611363,0.0011728462],"genre_scores_gemma":[0.9950516,0.0000027530436,0.004572381,0.00013006719,0.00005075741,0.000010225349,0.00014498035,0.0000126362,0.000024549843],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99922246,0.000039087474,0.00018633176,0.00024323475,0.0001668606,0.00014200545],"domain_scores_gemma":[0.9993452,0.00015280163,0.00010342323,0.0002183475,0.00012864596,0.00005161092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008529022,0.0001317106,0.00017833484,0.000089926936,0.000109746405,0.000039804196,0.000060548988,0.000044785524,0.000046888963],"category_scores_gemma":[0.00002442762,0.00012469995,0.0001096591,0.00029910545,0.00008092662,0.0001652446,0.00004196344,0.00010501316,0.000003529302],"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":[0.0003111832,0.0019551758,0.25061354,0.000055962184,0.00045971037,0.0000059259783,0.000333114,0.00014206948,0.37170565,0.36139742,0.00011346007,0.012906799],"study_design_scores_gemma":[0.0011071564,0.00028606376,0.92182523,0.0001407462,0.000083837615,0.0000020606735,0.00014131927,0.0004913575,0.06169564,0.013796684,0.00019308939,0.0002368213],"about_ca_topic_score_codex":0.00004953898,"about_ca_topic_score_gemma":0.00001674532,"teacher_disagreement_score":0.67121166,"about_ca_system_score_codex":0.000009395892,"about_ca_system_score_gemma":0.00004341923,"threshold_uncertainty_score":0.5085116},"labels":[],"label_agreement":null},{"id":"W3122775313","doi":"10.1039/d0lc00964d","title":"Electric egg-laying: a new approach for regulating <i>C. elegans</i> egg-laying behaviour in a microchannel using electric field","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","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":"Occupational Cancer Research Centre; University of Toronto; York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ventral nerve cord; Biology; Laying; Snail; Anatomy; Ecology; Nervous system; Neuroscience","score_opus":0.0226818556612803,"score_gpt":0.2613702834917825,"score_spread":0.23868842783050218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122775313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92995214,0.0017011698,0.067032084,0.00019170291,0.00014271734,0.0004207994,0.000005814006,0.000029317207,0.000524239],"genre_scores_gemma":[0.97561723,0.000102587495,0.020898802,0.0016866723,0.00051183254,0.000033813278,0.00009992362,0.00008120691,0.0009679088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977811,0.00009926202,0.00040370508,0.00081808324,0.00019521301,0.00070265617],"domain_scores_gemma":[0.9990356,0.000044000335,0.00015204896,0.0005161997,0.00010691549,0.00014525717],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029035492,0.00032933892,0.00033677623,0.00015776428,0.00017830647,0.0000958105,0.00028388717,0.00034415984,0.000011532183],"category_scores_gemma":[0.0002331439,0.00037188054,0.00018361316,0.00048885035,0.000011771999,0.00000784212,0.00010560396,0.00031484282,0.0000031167908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103617436,0.00019913766,0.007028417,0.000065722255,0.000038601844,0.000009050953,0.00037437116,0.0014768278,0.9879666,0.00007535046,0.00068421534,0.0019780714],"study_design_scores_gemma":[0.0016414695,0.00036946448,0.0011471335,0.000050682607,0.000080165744,0.000095980045,0.00030335673,0.008053198,0.98655164,0.0002680208,0.00084953126,0.00058937434],"about_ca_topic_score_codex":0.0001433152,"about_ca_topic_score_gemma":0.000041147334,"teacher_disagreement_score":0.046133284,"about_ca_system_score_codex":0.00006137952,"about_ca_system_score_gemma":0.00033487796,"threshold_uncertainty_score":0.99987334},"labels":[],"label_agreement":null},{"id":"W3123209927","doi":"10.1039/d0lc00874e","title":"FertDish: microfluidic sperm selection-in-a-dish for intracytoplasmic sperm injection","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institutes of Health Research; E.W.R. Steacie Memorial Fund; California HIV/AIDS Research Program","keywords":"Sperm; Intracytoplasmic sperm injection; Semen; DNA fragmentation; Biology; Andrology; Population; In vitro fertilisation; Embryo; Medicine; Anatomy; Genetics","score_opus":0.016265937533437868,"score_gpt":0.26205981354517116,"score_spread":0.2457938760117333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123209927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172413,0.00047097253,0.0005832144,0.0010699303,0.0007948661,0.00043406218,0.00000846128,0.000120145436,0.004794242],"genre_scores_gemma":[0.99376523,0.00011881912,0.00041942918,0.0014796933,0.0007076215,0.00005355974,0.00012578884,0.000039586655,0.0032902875],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988853,0.00003582473,0.00023892261,0.0003936539,0.00017076128,0.0002755876],"domain_scores_gemma":[0.9994475,0.00010348875,0.00004591119,0.0001764175,0.00012932492,0.000097318705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012468523,0.00016483445,0.00025065997,0.00015443824,0.00008711984,0.000034273846,0.00003721822,0.000137042,0.0004499829],"category_scores_gemma":[0.00041909656,0.00015848277,0.0001228626,0.00048392784,0.000023879511,0.0000691289,0.00001327726,0.00024917824,0.0001225697],"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":[0.002010101,0.0017962458,0.30507293,0.0004297066,0.00019336076,0.00029476176,0.0007182955,0.000054155073,0.6279341,0.0036564812,0.03501947,0.022820385],"study_design_scores_gemma":[0.008717052,0.0014750882,0.48379767,0.00037067482,0.00024329321,0.0019821012,0.0003496952,0.0013266377,0.4449629,0.0011079327,0.055168666,0.0004983139],"about_ca_topic_score_codex":0.000056654753,"about_ca_topic_score_gemma":0.00017099953,"teacher_disagreement_score":0.18297122,"about_ca_system_score_codex":0.00017803724,"about_ca_system_score_gemma":0.00016829182,"threshold_uncertainty_score":0.646274},"labels":[],"label_agreement":null},{"id":"W3130617653","doi":"10.1039/d0lc01216e","title":"An <i>in vitro</i> vascularized micro-tumor model of human colorectal cancer recapitulates <i>in vivo</i> responses to standard-of-care therapy","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":126,"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":"National Center for Advancing Translational Sciences; Chao Family Comprehensive Cancer Center; National Institutes of Health; National Cancer Institute; Edwards Lifesciences","keywords":"Colorectal cancer; In vivo; Tumor microenvironment; Medicine; Stromal cell; Cancer; Cancer research; Drug; In vitro; Pharmacology; Internal medicine; Biology","score_opus":0.020966396074046115,"score_gpt":0.30748450924037735,"score_spread":0.28651811316633125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130617653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977771,0.0009438882,0.00005845277,0.000106530424,0.00007542902,0.0002981139,0.00020259933,0.000060375223,0.0004774799],"genre_scores_gemma":[0.99613655,0.00020916635,0.003336571,0.00012700014,0.000025340314,0.000065979155,0.000011606523,0.000049762883,0.000038035287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983184,0.00017740668,0.0003772765,0.0003034318,0.0004533474,0.00037019013],"domain_scores_gemma":[0.9991723,0.00018294118,0.00003469141,0.0003640639,0.00012268037,0.00012332948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048359044,0.00017282378,0.00044274933,0.00024264945,0.000026568861,0.000021562479,0.00029164468,0.00010308004,0.000104598825],"category_scores_gemma":[0.00014581368,0.00017005744,0.00008955184,0.00057132996,0.00006691028,0.000045249493,0.00005583558,0.00030678808,0.0000022325366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014859441,0.000092773174,0.0016492305,0.00014913164,0.000028245799,0.00002567992,0.0014858289,0.007940443,0.98483753,0.00007356034,0.000044347144,0.0021873063],"study_design_scores_gemma":[0.0015232681,0.00023798418,0.0018565618,0.0002460717,0.0000035079854,8.212869e-7,0.00012941894,0.0055264416,0.98991084,0.00014601211,0.00024985775,0.00016920961],"about_ca_topic_score_codex":0.00014907391,"about_ca_topic_score_gemma":0.00037833877,"teacher_disagreement_score":0.005073336,"about_ca_system_score_codex":0.00016094577,"about_ca_system_score_gemma":0.0001916903,"threshold_uncertainty_score":0.6934741},"labels":[],"label_agreement":null},{"id":"W3131314974","doi":"10.1039/d0lc01194k","title":"Investigations on T cell transmigration in a human skin-on-chip (SoC) model","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria General Hospital; University of Winnipeg; University of Manitoba","funders":"National Eye Institute; Air Force Office of Scientific Research; Defense Advanced Research Projects Agency; Multidisciplinary University Research Initiative; University of Manitoba; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; National Psoriasis Foundation","keywords":"Human skin; Chip; Drug; Computer science; Pharmacology; Medicine; Biology","score_opus":0.02058382538914262,"score_gpt":0.2353335366285431,"score_spread":0.21474971123940045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131314974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745908,0.00035645193,0.000081522,0.0015306133,0.00030403404,0.00021035787,0.00003464987,0.00008594493,0.022805667],"genre_scores_gemma":[0.9816858,0.00005252064,0.00008924206,0.0024647145,0.0000320739,0.000049594983,0.0003924995,0.000026645976,0.015206901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984379,0.00032523283,0.0003345117,0.00046903794,0.000048771075,0.00038459204],"domain_scores_gemma":[0.999268,0.00014053244,0.00008568086,0.0004368854,0.00003902059,0.000029912759],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013516,0.0002464674,0.00029184428,0.0001908753,0.00024843245,0.0000198407,0.00019804543,0.00039363425,0.00038204523],"category_scores_gemma":[0.00003660577,0.00023010488,0.00011608857,0.0002422936,0.00015961027,0.000049445767,0.000029330573,0.0007244531,0.00095508376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010208576,0.0008199609,0.000258909,0.00001605035,0.000033664142,0.00001557018,0.0015200324,0.0008367658,0.9649971,0.028869532,0.0019796656,0.0005506223],"study_design_scores_gemma":[0.0027510931,0.0005198171,0.0013901568,0.00007052355,0.000025372237,0.000013434118,0.00018237163,0.00016781509,0.9794907,0.0070605255,0.008027134,0.00030105747],"about_ca_topic_score_codex":0.00009249977,"about_ca_topic_score_gemma":0.0005846444,"teacher_disagreement_score":0.021809006,"about_ca_system_score_codex":0.000059252812,"about_ca_system_score_gemma":0.00011074368,"threshold_uncertainty_score":0.9998228},"labels":[],"label_agreement":null},{"id":"W3136376466","doi":"10.1039/d1lc90030g","title":"<i>Lab on a Chip</i> – past, present, and future","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Molecular Communication and Nanonetworks","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":"State (computer science); Engineering; Computer science","score_opus":0.008909787051547238,"score_gpt":0.21121370063648376,"score_spread":0.20230391358493652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136376466","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":[0.39201128,0.01969568,0.0013086229,0.024168411,0.0017119058,0.0006332646,0.000047418896,0.0011258132,0.5592976],"genre_scores_gemma":[0.99105155,0.0018421945,0.0008157452,0.0026920035,0.0013876702,0.000028074846,0.00006415716,0.000059086764,0.0020595107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943393,0.000059383972,0.00009960887,0.00014417939,0.00010912465,0.00015378224],"domain_scores_gemma":[0.99934053,0.000037299018,0.000015021911,0.00051531574,0.000015553707,0.00007628558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005334289,0.00011778134,0.00011370695,0.000030969786,0.000051532887,0.000040769683,0.00011779278,0.00008385002,0.00010685034],"category_scores_gemma":[0.000004254037,0.000112937974,0.00003947882,0.00016291195,0.000012034018,0.000023119908,0.000052072748,0.00025731153,0.000056648416],"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":[0.00022641441,0.0007193016,0.0016580597,0.0004329145,0.00051416847,0.0003724116,0.0028002425,0.010420497,0.02599099,0.06064322,0.4796516,0.4165702],"study_design_scores_gemma":[0.0005251429,0.000034409702,0.0029700953,0.000051721265,0.000009537611,0.000013451026,0.00003053214,0.00442568,0.004724571,0.00014180267,0.98689604,0.0001770425],"about_ca_topic_score_codex":0.0000017971034,"about_ca_topic_score_gemma":0.000008762406,"teacher_disagreement_score":0.59904027,"about_ca_system_score_codex":0.0000125549395,"about_ca_system_score_gemma":0.0000076112406,"threshold_uncertainty_score":0.4605477},"labels":[],"label_agreement":null},{"id":"W3137426497","doi":"10.1039/d0lc01303j","title":"Dosage-controlled intracellular delivery mediated by acoustofluidics for lab on a chip applications","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Toronto Metropolitan University; Toronto Public Health","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Electroporation; Endocytic cycle; Intracellular; Microfluidics; Endocytosis; Viability assay; Cell biology; Sonoporation; Nanotechnology; Chemistry; Cell; Microbubbles; Materials science; Biology; Biochemistry; Medicine; Ultrasound","score_opus":0.009355428638562507,"score_gpt":0.20328693104030043,"score_spread":0.19393150240173793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137426497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143393,0.021649096,0.048091643,0.0038991582,0.0007314947,0.0026105647,0.0008387206,0.004318042,0.0035219581],"genre_scores_gemma":[0.9929114,0.0021731763,0.0019769033,0.0008067062,0.00017242688,0.00033424143,0.00040202792,0.00008536194,0.0011377768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987963,0.000031227366,0.000298352,0.00033732402,0.00016866044,0.00036812635],"domain_scores_gemma":[0.99903494,0.00026637453,0.00004994413,0.0004980863,0.00007603285,0.000074606665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016652778,0.0002633488,0.0003767634,0.000100741636,0.00012599562,0.00005265639,0.0002210926,0.00029228424,0.000049552655],"category_scores_gemma":[0.00018578768,0.0002362782,0.00013245619,0.00030977442,0.00005699833,0.000034398556,0.000042177246,0.00030394754,0.00013222412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104800296,0.00014244279,0.000013713648,0.00006659548,0.000114357535,0.00001317722,0.0000590818,0.00006172774,0.90074533,0.0015028553,0.08735554,0.009820367],"study_design_scores_gemma":[0.004024956,0.000142795,0.000037801656,0.0000766879,0.00008666984,0.000008118428,0.00013393085,0.0061967107,0.75113326,0.0006166942,0.23709571,0.00044663306],"about_ca_topic_score_codex":0.0000044233047,"about_ca_topic_score_gemma":0.000004603432,"teacher_disagreement_score":0.14974017,"about_ca_system_score_codex":0.00008407011,"about_ca_system_score_gemma":0.000040379546,"threshold_uncertainty_score":0.9635145},"labels":[],"label_agreement":null},{"id":"W3138344178","doi":"10.1039/d0lc01204a","title":"Coexistence of fluorescent <i>Escherichia coli</i> strains in millifluidic droplet reactors","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Institute of Cancer Research","funders":"China Scholarship Council","keywords":"Escherichia coli; Fluorescence; Materials science; Nanotechnology; Microbiology; Chemistry; Biology; Physics; Optics; Biochemistry","score_opus":0.01648072748982857,"score_gpt":0.23690067121051653,"score_spread":0.22041994372068796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138344178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116446,0.00032306125,0.005283709,0.00012191694,0.000206731,0.00016169004,0.000057789748,0.0001704976,0.012510142],"genre_scores_gemma":[0.9982015,0.00009405997,0.0010198965,0.00043034035,0.000031892378,0.000014842478,0.00008469751,0.000028268612,0.000094491974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990481,0.000024968886,0.0003672644,0.00017827426,0.00017244808,0.0002089417],"domain_scores_gemma":[0.99953055,0.000021180465,0.000045804558,0.00027549415,0.00010029181,0.000026680716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017390808,0.00015021318,0.00021584048,0.00010817755,0.000017667748,0.0000098147675,0.00012628052,0.00009403306,0.000058061218],"category_scores_gemma":[0.000049505798,0.00015708251,0.000038097034,0.0009652071,0.000058697256,0.000048667767,0.000027203441,0.00024899282,0.000011595105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000084425565,0.00007278939,0.0006654464,0.00008637507,0.000014531201,0.000025087544,0.00036075362,0.000012513473,0.976809,0.017160945,0.0031539176,0.001630197],"study_design_scores_gemma":[0.00033296886,0.00004596536,0.0100392755,0.0001444978,0.0000043622513,0.0000037310826,0.00012777753,0.00019173622,0.98040575,0.00030577768,0.008226963,0.00017122603],"about_ca_topic_score_codex":0.0000141790715,"about_ca_topic_score_gemma":0.0000038241706,"teacher_disagreement_score":0.017037049,"about_ca_system_score_codex":0.00011721848,"about_ca_system_score_gemma":0.000053700085,"threshold_uncertainty_score":0.6405639},"labels":[],"label_agreement":null},{"id":"W3158729545","doi":"10.1039/d1lc00139f","title":"Surface nanodroplet-based nanoextraction from sub-milliliter volumes of dense suspensions","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","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 Alberta","funders":"H2020 European Research Council; Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Surface (topology); Materials science; Volume (thermodynamics); Nanotechnology; Chromatography; Chemistry; Physics; Mathematics; Geometry; Thermodynamics","score_opus":0.01928899379258354,"score_gpt":0.23345326128790517,"score_spread":0.21416426749532164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158729545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639285,0.00024986293,0.000056537112,0.0010515206,0.0005693734,0.000096225056,0.00022852962,0.00006243316,0.0012926455],"genre_scores_gemma":[0.9970113,0.000022938024,0.0015220036,0.0006612805,0.000036066896,5.210461e-7,0.00018897864,0.000007789931,0.00054914446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986733,0.00018707743,0.0003137899,0.0003060528,0.00030706465,0.00021272311],"domain_scores_gemma":[0.9986048,0.00063287345,0.00012945037,0.0003569647,0.00016044022,0.000115492774],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012601251,0.00013296327,0.00019518367,0.000053822296,0.0001263331,0.0000535738,0.00009962737,0.00007478912,0.008668042],"category_scores_gemma":[0.00018839294,0.00012387685,0.000101378544,0.0003461322,0.00007204487,0.00019584599,0.000007890945,0.00015786852,0.0013544547],"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":[0.0002530725,0.00021569275,0.5297806,0.000011803846,0.000049960596,0.00007181529,0.0003910405,0.015433043,0.44297153,0.000045232955,0.0028437749,0.007932384],"study_design_scores_gemma":[0.00050104025,0.00009834207,0.5289699,0.000072505136,0.000030277044,0.000009253928,0.00033093488,0.01555467,0.44517612,0.00019072273,0.008872438,0.00019381875],"about_ca_topic_score_codex":0.0012460424,"about_ca_topic_score_gemma":0.0069118533,"teacher_disagreement_score":0.0077385646,"about_ca_system_score_codex":0.000011631689,"about_ca_system_score_gemma":0.000102450234,"threshold_uncertainty_score":0.9994231},"labels":[],"label_agreement":null},{"id":"W3158736312","doi":"10.1039/d1lc00271f","title":"On-chip perivascular<i>niche</i>supporting stemness of patient-derived glioma cells in a serum-free, flowable culture","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":44,"is_retracted":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 Institute for Health and Care Research; Engineering and Physical Sciences Research Council; NIHR Cambridge Biomedical Research Centre; Academy of Medical Sciences; European Research Council; Cancer Research UK","keywords":"Angiogenesis; Biology; Stem cell; Cancer research; Cell biology; Umbilical vein; Glioma; Endothelial stem cell; Extracellular matrix; Pathology; Immunology; Medicine; In vitro","score_opus":0.012055663858986492,"score_gpt":0.25151885893901105,"score_spread":0.23946319508002456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158736312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135655,0.0009060722,0.000014564259,0.00044595948,0.00034843592,0.0004287749,0.00010212274,0.00004115228,0.006356394],"genre_scores_gemma":[0.9963927,0.00012813584,0.0009799757,0.0013540471,0.00010222352,0.00003448531,0.000048728158,0.00004942424,0.0009102806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99783576,0.00012501405,0.0005481762,0.0005099255,0.0005307072,0.00045044828],"domain_scores_gemma":[0.99851453,0.00006653769,0.00020853012,0.00086862675,0.00014618089,0.00019559124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002362779,0.00027250167,0.0006748444,0.00013327424,0.00005625397,0.000025967658,0.00016203026,0.00014303467,0.0007144476],"category_scores_gemma":[0.00022069467,0.0002298127,0.00028509882,0.000674552,0.000043756572,0.000055181135,0.00011599524,0.0003571576,0.00003248289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079593656,0.0014646084,0.003364183,0.0012303033,0.00025170727,0.0013504885,0.0057202573,0.00029962554,0.9679658,0.00046887214,0.0037930773,0.01329513],"study_design_scores_gemma":[0.0052209445,0.0006295319,0.0025032496,0.0007850072,0.00013395847,0.0000642079,0.0018978954,0.00006110498,0.97794527,0.0001889299,0.010288764,0.000281117],"about_ca_topic_score_codex":0.00016235436,"about_ca_topic_score_gemma":0.0002545316,"teacher_disagreement_score":0.013014013,"about_ca_system_score_codex":0.00009518797,"about_ca_system_score_gemma":0.00023274291,"threshold_uncertainty_score":0.937149},"labels":[],"label_agreement":null},{"id":"W3163193946","doi":"10.1039/d0lc01182g","title":"Selection of high-quality sperm with thousands of parallel channels","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Ottawa Fertility Centre; University of Toronto; Toronto Public Health","funders":"Australian Research Council; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Sperm; Selection (genetic algorithm); Sperm quality; Yield (engineering); Quality (philosophy); Biology; Computer science; Computational biology; Artificial intelligence; Genetics; Materials science; Physics","score_opus":0.023852458243150243,"score_gpt":0.27747843870357364,"score_spread":0.2536259804604234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163193946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947385,0.00004253668,0.00064283697,0.00029482364,0.00011232195,0.00010089358,0.000003932803,0.000029737525,0.0040343995],"genre_scores_gemma":[0.9975385,0.000015279338,0.0012125189,0.00018527664,0.00012274823,0.000004612455,0.000029488552,0.000010701466,0.0008808776],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993579,0.00004138314,0.00015776738,0.00014567918,0.0002072617,0.00009003644],"domain_scores_gemma":[0.99951464,0.000044353383,0.00008162538,0.00016578347,0.00015103178,0.000042572214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010920626,0.00007360475,0.00023063394,0.0000408613,0.000017369399,0.000002942511,0.000018242006,0.00005242043,0.00032717912],"category_scores_gemma":[0.00010874058,0.00005403263,0.000046147066,0.00024492716,0.000028592587,0.00002069837,0.0000072082717,0.00008621432,0.000005905239],"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":[0.005065735,0.0030363873,0.4471001,0.0012596879,0.00064188184,0.00014608196,0.0012327888,0.0006066306,0.4804309,0.0487442,0.0010345344,0.010701054],"study_design_scores_gemma":[0.0026269825,0.0011469672,0.55781686,0.00020495754,0.00011642483,0.000090519716,0.00008573728,0.00011096595,0.4369621,0.00038959604,0.00035835998,0.000090523325],"about_ca_topic_score_codex":0.00009686322,"about_ca_topic_score_gemma":0.00003225104,"teacher_disagreement_score":0.110716745,"about_ca_system_score_codex":0.000018376317,"about_ca_system_score_gemma":0.00006835349,"threshold_uncertainty_score":0.3582382},"labels":[],"label_agreement":null},{"id":"W3164860194","doi":"10.1039/d0lc01305f","title":"Microfluidic technologies for immunotherapy studies on solid tumours","year":2021,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":45,"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 of Cancer Research","funders":"Breast Cancer Now; Tenovus; Wellcome Trust; National Cancer Research Institute; Cancer Research UK; Medical Research Council; Wellcome","keywords":"Immunotherapy; Microfluidics; Nanotechnology; Solid tumor; Computational biology; Biology; Materials science; Immunology; Immune system; Cancer; Genetics","score_opus":0.08853473470382642,"score_gpt":0.402453303725642,"score_spread":0.3139185690218156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164860194","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":[0.000034340006,0.99667543,0.000042854645,0.00015211222,0.0008436031,0.0007841471,0.00005536627,0.0008880978,0.0005240672],"genre_scores_gemma":[0.000019281299,0.9980887,0.00033405892,0.0000456894,0.00016055582,0.00063164986,0.000043512973,0.0001524201,0.0005240917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981154,0.0000745486,0.00049577875,0.00043009262,0.00033639648,0.0005477486],"domain_scores_gemma":[0.99793625,0.0011795321,0.000080479615,0.0006901559,0.00006604518,0.000047536345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052665535,0.00046786276,0.0015039949,0.00036767483,0.00008546856,0.00006081212,0.00068820326,0.00044840033,0.000022845128],"category_scores_gemma":[0.0011894992,0.00035549616,0.00042768125,0.00048526417,0.00015658386,0.000016300624,0.00013965301,0.0009423167,0.00017585883],"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":[0.0000037481973,0.000032459477,2.2930242e-7,0.010680256,0.0005098986,0.000017969283,0.00004130585,0.0000022336078,0.00004745773,0.00072856934,0.01916363,0.96877223],"study_design_scores_gemma":[0.00016412121,0.00012575662,4.5522611e-7,0.017558949,0.000053662243,0.0000070936685,0.00006112435,0.000009679679,0.0013719916,0.00019265956,0.9801266,0.00032791606],"about_ca_topic_score_codex":7.157585e-7,"about_ca_topic_score_gemma":4.5336608e-7,"teacher_disagreement_score":0.96844435,"about_ca_system_score_codex":0.00028228984,"about_ca_system_score_gemma":0.00010607346,"threshold_uncertainty_score":0.99988973},"labels":[],"label_agreement":null},{"id":"W3166830064","doi":"10.1039/d1lc00098e","title":"Three-dimensional imaging on a chip using optofluidics light-sheet fluorescence microscopy","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Impact","funders":"Monash University; Cass Foundation","keywords":"Optofluidics; Fluorescence microscope; Light sheet fluorescence microscopy; Microscopy; Fluorescence; Chip; Materials science; Lab-on-a-chip; Optics; Microfluidic chip; Fluorescence-lifetime imaging microscopy; Nanotechnology; Microfluidics; Physics; Computer science","score_opus":0.012193786250402686,"score_gpt":0.289699146988313,"score_spread":0.2775053607379103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166830064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749279,0.002228158,0.020612448,0.0006102881,0.0004117619,0.0003428906,0.00006972078,0.00013488937,0.0006619537],"genre_scores_gemma":[0.6988097,0.00022393643,0.29372653,0.0058216485,0.0006416377,0.000042627165,0.00024753474,0.00018097169,0.00030542913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979693,0.0000689504,0.00029408393,0.0008596138,0.00027790197,0.0005301317],"domain_scores_gemma":[0.9987613,0.000022738763,0.00011293229,0.0008121472,0.00014871804,0.00014216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015341147,0.0003650497,0.0002566311,0.00007296743,0.00022115382,0.00006915021,0.00032061635,0.00018724932,0.000043494925],"category_scores_gemma":[0.0001497195,0.00036233937,0.00013961812,0.00021599326,0.00013608453,0.000010625304,0.00025914473,0.00032075946,0.00003622353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016267017,0.00015538305,0.0021964938,0.000017722512,0.00001653168,0.000069739806,0.000020366733,0.000048130703,0.99357283,0.00034443563,0.0022053542,0.0011903256],"study_design_scores_gemma":[0.00044217875,0.0001829235,0.00059101597,0.00028476375,0.000014442431,0.00007352241,0.000012004023,0.00045685846,0.9926238,0.00044156134,0.004472313,0.00040463748],"about_ca_topic_score_codex":0.000016479653,"about_ca_topic_score_gemma":0.000014961674,"teacher_disagreement_score":0.27611822,"about_ca_system_score_codex":0.0000712308,"about_ca_system_score_gemma":0.0002090942,"threshold_uncertainty_score":0.9998829},"labels":[],"label_agreement":null},{"id":"W3167136760","doi":"10.1039/d1lc00126d","title":"A plug-and-play modular microcapillary platform for the generation of multicompartmental double emulsions using glass or fluorocarbon capillaries","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; British Columbia Knowledge Development Fund; Michael Smith Health Research BC; Canada Foundation for Innovation","keywords":"Spark plug; Modular design; Fluorocarbon; Chemistry; Nanotechnology; Chemical engineering; Materials science; Computer science; Engineering; Mechanical engineering; Operating system","score_opus":0.06131165876229988,"score_gpt":0.2816351166504748,"score_spread":0.22032345788817492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167136760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8965933,0.0011457277,0.10126083,0.00008546902,0.00030303784,0.00036019762,0.000043461663,0.000079495694,0.00012851517],"genre_scores_gemma":[0.991615,0.00010429812,0.0077053276,0.00017013619,0.00013184808,0.000033825243,0.00012622688,0.00002956375,0.00008374818],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992892,0.000008271711,0.0002876333,0.00013820025,0.000113158516,0.00016354641],"domain_scores_gemma":[0.99954003,0.000058305926,0.00006050836,0.00018704879,0.00013398447,0.000020139201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014578362,0.0001457443,0.0001747716,0.000065552966,0.00018116456,0.00004165994,0.000077740566,0.00008347401,0.000012691423],"category_scores_gemma":[0.000023836843,0.00010425537,0.00004187163,0.0002363066,0.00006160422,0.00008924799,0.000035723475,0.0001262358,8.211915e-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":[0.0000629555,0.000028566626,0.00003245708,0.00005448743,0.00007995118,0.0000035547832,0.0005822681,0.00051855424,0.98616785,0.009768221,0.0010217158,0.0016794363],"study_design_scores_gemma":[0.0008312191,0.00005627434,0.0000964255,0.00004140017,0.00003416969,0.00005225986,0.00025394806,0.0560623,0.93666744,0.00020386049,0.005570579,0.00013010665],"about_ca_topic_score_codex":0.000010779904,"about_ca_topic_score_gemma":0.000004836513,"teacher_disagreement_score":0.09502177,"about_ca_system_score_codex":0.00009645887,"about_ca_system_score_gemma":0.00005259696,"threshold_uncertainty_score":0.42514104},"labels":[],"label_agreement":null},{"id":"W3170828132","doi":"10.1039/d1lc00155h","title":"AbCellera's success is unprecedented: what have we learned?","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Engineering; Aeronautics","score_opus":0.05621447372134728,"score_gpt":0.35628251840593694,"score_spread":0.30006804468458964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170828132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81314474,0.005688967,0.000006798869,0.111374736,0.00035183248,0.00021078582,0.000021092515,0.00006562668,0.06913541],"genre_scores_gemma":[0.6504269,0.015386429,0.0001999344,0.01540831,0.00061390427,0.000019534176,0.00012278238,0.000046551464,0.31777564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821365,0.000087319895,0.00021449012,0.0004250095,0.0006326302,0.0004268774],"domain_scores_gemma":[0.9989206,0.00014476354,0.000039507573,0.00040053134,0.00020495142,0.00028962357],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013711456,0.0001917146,0.00031711775,0.000091496266,0.00013028379,0.00014414731,0.00014892928,0.00011291348,0.007049384],"category_scores_gemma":[0.00007663406,0.00015044035,0.00015635103,0.0002927717,0.00008404261,0.00012457355,0.00012079975,0.00049174234,0.0014071598],"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":[0.0058661825,0.0035769588,0.1456943,0.002137814,0.0013538529,0.008061601,0.008609176,0.000031183976,0.05710815,0.013381835,0.28666186,0.46751708],"study_design_scores_gemma":[0.0018182471,0.00042280223,0.01741787,0.00083464285,0.00004458651,0.00022866152,0.0012148432,0.0003686273,0.12321913,0.0007107373,0.8534253,0.00029454785],"about_ca_topic_score_codex":0.00015813751,"about_ca_topic_score_gemma":0.0001033024,"teacher_disagreement_score":0.56676346,"about_ca_system_score_codex":0.000045801688,"about_ca_system_score_gemma":0.00015902681,"threshold_uncertainty_score":0.99937034},"labels":[],"label_agreement":null},{"id":"W3178577242","doi":"10.1039/d1lc00288k","title":"Conventional and emerging strategies for the fabrication and functionalization of PDMS-based microfluidic devices","year":2021,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":301,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Microfluidics; Surface modification; Fabrication; Nanotechnology; Materials science; Engineering; Mechanical engineering; Medicine","score_opus":0.023337707793873536,"score_gpt":0.27253067772305495,"score_spread":0.2491929699291814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178577242","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":[0.00008312643,0.97861797,0.02055289,0.000034229794,0.00006503124,0.0004572922,0.00007910998,0.000031022664,0.00007932777],"genre_scores_gemma":[0.0004957441,0.9984658,0.00005045949,0.000037041566,0.00007377802,0.00027583938,0.0005307198,0.000028854256,0.00004176819],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932027,0.00003380634,0.00027428597,0.00018230084,0.000090979534,0.0000983433],"domain_scores_gemma":[0.99943626,0.00021473193,0.00009934147,0.00015307406,0.0000736374,0.000022927623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011554113,0.00016885935,0.00034369342,0.00007501087,0.00010330978,0.000044690652,0.0000728705,0.00009479944,0.00004326247],"category_scores_gemma":[0.000012004639,0.00013027046,0.00009843387,0.00018839176,0.000044308574,0.00003236664,0.000010280367,0.00008742003,0.0000015230092],"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":[0.000018310402,0.00009682408,0.000026671378,0.039661933,0.0009965455,6.094279e-7,0.00015065922,0.00007029996,0.003790284,0.2053814,0.09264211,0.65716434],"study_design_scores_gemma":[0.00011735701,0.000018795557,0.000033614368,0.00096667197,0.00030950908,0.000004088364,0.00004500641,0.00033945226,0.00017733149,0.00014762564,0.9977151,0.00012543687],"about_ca_topic_score_codex":0.0000032678442,"about_ca_topic_score_gemma":0.0000014467345,"teacher_disagreement_score":0.905073,"about_ca_system_score_codex":0.000025631854,"about_ca_system_score_gemma":0.0001083684,"threshold_uncertainty_score":0.5312275},"labels":[],"label_agreement":null},{"id":"W3185672403","doi":"10.1039/d1lc00354b","title":"Rapid quantitative assays for glucose-6-phosphate dehydrogenase (G6PD) and hemoglobin combined on a capillary-driven microfluidic chip","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neonatal Health and Biochemistry","field":"Medicine","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":"Centre Hospitalier de l’Université de Montréal; Polytechnique Montréal","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Microfluidics; Capillary action; Hemoglobin; Dehydrogenase; Microfluidic chip; Lab-on-a-chip; Chromatography; Chemistry; Glucose-6-phosphate dehydrogenase; Nanotechnology; Biochemistry; Enzyme; Materials science","score_opus":0.02525099758893537,"score_gpt":0.2906202735146238,"score_spread":0.2653692759256884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185672403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97448343,0.019265622,0.000021222095,0.0036247803,0.00019755642,0.0007592068,0.00019276964,0.00007764978,0.0013777418],"genre_scores_gemma":[0.98544085,0.0026737861,0.001211385,0.008619876,0.00014910706,0.000081519414,0.00057322654,0.00005213805,0.0011981085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982849,0.00006622397,0.00032411673,0.00057316985,0.00026361627,0.0004879759],"domain_scores_gemma":[0.99864703,0.0002736235,0.000105661275,0.0003824461,0.00013929608,0.00045191412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021075214,0.0002905914,0.00046570267,0.00006021551,0.00016953159,0.00002608647,0.00008774705,0.00018271606,0.00009732792],"category_scores_gemma":[0.00029394898,0.00025194857,0.00013811712,0.00022494474,0.000096868294,0.00003164833,0.000047131583,0.000298094,0.00006208355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00926776,0.0012279763,0.0016078434,0.0024132414,0.00024289252,0.0009485833,0.0005598288,5.1697594e-7,0.9464955,0.0055632037,0.016620627,0.015052079],"study_design_scores_gemma":[0.0072704563,0.0022442774,0.0013283103,0.00049722655,0.00007487085,0.00014493307,0.00017708087,0.000173424,0.9659257,0.0003574639,0.021535942,0.00027034298],"about_ca_topic_score_codex":0.00002620459,"about_ca_topic_score_gemma":0.000009362206,"teacher_disagreement_score":0.019430224,"about_ca_system_score_codex":0.000093112765,"about_ca_system_score_gemma":0.00030362068,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W3189143777","doi":"10.1039/d1lc00415h","title":"Expanding the limits towards ‘one-pot’ DNA assembly and transformation on a rapid-prototype microfluidic device","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Concordia University; Canada Foundation for Innovation","keywords":"Microfluidics; Transformation (genetics); Digital microfluidics; Nanotechnology; Plasmid; Closed loop; Engineering; DNA; Computer science; Materials science; Control engineering; Voltage; Chemistry; Electrical engineering","score_opus":0.022405935720505865,"score_gpt":0.24597029911463264,"score_spread":0.22356436339412677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189143777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115885,0.009441703,0.0004636597,0.0020055273,0.00013349389,0.00028025662,0.0000065915674,0.00070357614,0.0058063506],"genre_scores_gemma":[0.9944459,0.0047417143,0.00011525815,0.00047261282,0.000050458475,0.000061184866,0.000010419317,0.000031157462,0.00007125731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917036,0.000043401615,0.00017509628,0.00018796597,0.00013405543,0.00028909737],"domain_scores_gemma":[0.99957293,0.00008363137,0.00002287176,0.0002579362,0.000027921502,0.000034701756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020068292,0.00017427944,0.00016072256,0.0000823236,0.00014102574,0.00007787429,0.00013838727,0.00013036028,0.000011498973],"category_scores_gemma":[0.00007575381,0.00013881469,0.000046751557,0.00027313855,0.000028360077,0.00007833182,0.00001556833,0.00033265018,0.000029644436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023873932,0.000021826876,0.000015260477,0.00009079366,0.00003921378,0.0000060430616,0.0008525893,0.000004286367,0.88857114,0.0011424739,0.0011625041,0.108069964],"study_design_scores_gemma":[0.0003621259,0.00016503349,0.0008304595,0.0001680359,0.000019503077,0.000022707562,0.00027693436,0.00003920037,0.9810162,0.00019909542,0.016732594,0.00016807568],"about_ca_topic_score_codex":0.0000063784723,"about_ca_topic_score_gemma":0.0000053501435,"teacher_disagreement_score":0.107901886,"about_ca_system_score_codex":0.0000563124,"about_ca_system_score_gemma":0.000028630393,"threshold_uncertainty_score":0.5660699},"labels":[],"label_agreement":null},{"id":"W3193334162","doi":"10.1039/d1lc00619c","title":"Microfluidic arrays of dermal spheroids: a screening platform for active ingredients of skincare products","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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; BASF Corporation","keywords":"Microfluidics; Spheroid; Dermis; Nanotechnology; 3d printed; In vitro; Biomedical engineering; Materials science; Chemistry; Biology; Engineering; Anatomy; Biochemistry","score_opus":0.03000570781968072,"score_gpt":0.2740334241902018,"score_spread":0.24402771637052112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193334162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99324656,0.00074961473,0.0036366188,0.00008810071,0.00019332425,0.00027814292,0.00007119542,0.00006470431,0.0016717245],"genre_scores_gemma":[0.99132323,0.00009933738,0.008260097,0.000021517106,0.00011406484,0.000023667408,0.00003616585,0.000037017802,0.0000848959],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998842,0.000018131177,0.00025485965,0.00021121325,0.00035351494,0.000320261],"domain_scores_gemma":[0.99917525,0.00020275362,0.000050180122,0.00026919506,0.00022309438,0.000079516976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020845616,0.00012231056,0.00023257293,0.00008531695,0.000032703643,0.000010208038,0.00019507774,0.00009807282,0.000046564102],"category_scores_gemma":[0.0009323127,0.00012121358,0.000069201174,0.00038233268,0.00007030035,0.000060843056,0.00008726598,0.00023222483,0.0000052204873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019924894,0.00015667836,0.0014260127,0.0019249939,0.00023775018,0.000017321594,0.0017629488,0.00022382129,0.90022343,0.00043784623,0.002544291,0.09084563],"study_design_scores_gemma":[0.0006988719,0.000077661476,0.004111659,0.00038213097,0.000011221355,0.0000037399552,0.00025243816,0.0009886023,0.9901283,0.000118751945,0.0031133927,0.00011327525],"about_ca_topic_score_codex":0.000009611367,"about_ca_topic_score_gemma":0.0000036873023,"teacher_disagreement_score":0.09073236,"about_ca_system_score_codex":0.00004664435,"about_ca_system_score_gemma":0.00007475359,"threshold_uncertainty_score":0.49429464},"labels":[],"label_agreement":null},{"id":"W3196647613","doi":"10.1039/d1lc00106j","title":"Microfluidic mass transfer of CO<sub>2</sub> at elevated pressures: implications for carbon storage in deep saline aquifers","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Canada First Research Excellence Fund; University of Alberta","keywords":"Carbon fibers; Saline; Aquifer; Petroleum engineering; Mass transfer; Environmental science; Microfluidics; Carbon capture and storage (timeline); Environmental chemistry; Chemistry; Waste management; Chemical engineering; Environmental engineering; Materials science; Engineering; Geology; Groundwater; Nanotechnology; Chromatography; Geotechnical engineering; Oceanography; Anesthesia; Climate change; Composite material; Medicine","score_opus":0.015480854793754986,"score_gpt":0.2561956187294958,"score_spread":0.24071476393574082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196647613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933831,0.00011945817,0.0006999979,0.001769511,0.00007118896,0.0003033083,0.000078754834,0.00002642853,0.0035482484],"genre_scores_gemma":[0.99874043,0.00014385142,0.00008395299,0.00037053524,0.000014649778,0.00007675272,0.00012068973,0.00000961355,0.000439525],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917984,0.00006909368,0.00023148225,0.0002498562,0.0000957798,0.00017397427],"domain_scores_gemma":[0.99956787,0.000104656785,0.000034954108,0.00022256705,0.00001947501,0.0000504762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010666806,0.00009907813,0.00013013558,0.000037693928,0.000059348546,0.000008742859,0.00009296271,0.0000727285,0.00046192677],"category_scores_gemma":[0.000052139414,0.000097984885,0.000058997237,0.00021159163,0.000066077555,0.00004507209,0.00001837008,0.000097747754,0.000027100166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006674514,0.00013263062,0.0072085657,0.000009991842,0.00001003661,0.0000026810983,0.00026863324,0.00045183842,0.9902581,0.00044903829,0.0008605368,0.0002811761],"study_design_scores_gemma":[0.0006861937,0.00009987908,0.084605746,0.00001688424,0.000019084862,0.000006956762,0.00007085614,0.00056416116,0.9037576,0.00051922427,0.00951297,0.00014047768],"about_ca_topic_score_codex":0.00008687969,"about_ca_topic_score_gemma":0.0014668313,"teacher_disagreement_score":0.086500555,"about_ca_system_score_codex":0.00012613175,"about_ca_system_score_gemma":0.000021797976,"threshold_uncertainty_score":0.5057774},"labels":[],"label_agreement":null},{"id":"W3199856165","doi":"10.1039/d1lc00609f","title":"Bacterial classification and antibiotic susceptibility testing on an integrated microfluidic platform","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Society for Laboratory Automation and Screening","keywords":"Resazurin; Ciprofloxacin; Antibiotics; Microbiology; Bacteria; Serial dilution; Antibiotic resistance; Escherichia coli; Bacterial growth; Biology; Chemistry; Biochemistry; Medicine","score_opus":0.045098455059237035,"score_gpt":0.279713069103923,"score_spread":0.23461461404468598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199856165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984297,0.000044430035,0.000045175046,0.00014810254,0.00028834873,0.00015176406,0.00003981819,0.00004825391,0.00080439524],"genre_scores_gemma":[0.9974255,0.000026656428,0.000796546,0.00032122343,0.00024116636,0.000003625175,0.0009157923,0.000021535112,0.00024798096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986417,0.00015449313,0.0002714508,0.0006353808,0.00009826982,0.00019867076],"domain_scores_gemma":[0.99900347,0.000048860544,0.00009349808,0.0005545048,0.00018706622,0.00011260114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034326105,0.00017006979,0.00014942954,0.000036900612,0.00014690493,0.00014662454,0.00011220338,0.00016591772,0.00005400726],"category_scores_gemma":[0.001101262,0.00016444492,0.00003937137,0.00016011667,0.00007713555,0.000010966959,0.00005217825,0.0001387864,0.000024202738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012181472,0.00019526764,0.013284787,0.000022024775,0.0000100340985,0.0000022305014,0.000043871776,5.550812e-7,0.9741215,0.00020118213,0.00016813393,0.011828606],"study_design_scores_gemma":[0.000633633,0.0005082737,0.39530262,0.00005135405,0.000011880525,0.00001973806,0.00021450568,0.00016396602,0.59949654,0.000072065566,0.0032718726,0.0002535244],"about_ca_topic_score_codex":0.000030546857,"about_ca_topic_score_gemma":0.00014557909,"teacher_disagreement_score":0.38201785,"about_ca_system_score_codex":0.00003051157,"about_ca_system_score_gemma":0.00009839948,"threshold_uncertainty_score":0.67058694},"labels":[],"label_agreement":null},{"id":"W3201751051","doi":"10.1039/d1lc00680k","title":"An automated centrifugal microfluidic assay for whole blood fractionation and isolation of multiple cell populations using an aqueous two-phase system","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Fractionation; Chromatography; Microfluidics; Polyethylene glycol; PEG ratio; Biomedical engineering; Whole blood; Extraction (chemistry); Chemistry; Microfluidic chip; Materials science; Nanotechnology; Biochemistry; Surgery","score_opus":0.024695904037744444,"score_gpt":0.2799515273880385,"score_spread":0.25525562335029406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201751051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93768793,0.00088984455,0.05980589,0.000022356942,0.00019071584,0.00020997053,0.00013900652,0.0010251347,0.00002912987],"genre_scores_gemma":[0.9820955,0.000028138787,0.017432619,0.000010513131,0.00004809619,0.000004416751,0.00034496703,0.00002700878,0.000008758818],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992699,0.00005196525,0.000240884,0.00019585219,0.00008994466,0.00015145905],"domain_scores_gemma":[0.9995198,0.000048910457,0.000071755254,0.00021312323,0.00010443109,0.00004193298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012697127,0.00012627538,0.0001588521,0.00012351501,0.0001231382,0.00004320332,0.000051430856,0.00013916325,0.0000027162694],"category_scores_gemma":[0.00004812819,0.00013391911,0.00003264996,0.00017818513,0.000020749452,0.00015373083,0.000011077885,0.00008627973,0.0000013051709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000171676,0.00019985979,0.00075462915,0.00011411198,0.000015080919,0.0000045372053,0.0000958306,0.0018954215,0.9954609,0.00020426798,0.00014200287,0.0010961882],"study_design_scores_gemma":[0.0010265146,0.00006748554,0.0004349791,0.0000475435,0.00004113158,0.000022480483,0.00020267455,0.47550306,0.52236426,0.000027753069,0.00016262391,0.0000995056],"about_ca_topic_score_codex":0.000050333627,"about_ca_topic_score_gemma":0.000016373468,"teacher_disagreement_score":0.47360763,"about_ca_system_score_codex":0.00006364311,"about_ca_system_score_gemma":0.000025115092,"threshold_uncertainty_score":0.5461063},"labels":[],"label_agreement":null},{"id":"W3202094652","doi":"10.1039/d1lc00610j","title":"Interaction between positive and negative dielectric microparticles/microorganism in optoelectronic tweezers","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"National Key Research and Development Program of China","keywords":"Tweezers; Optical tweezers; Trapping; Dielectric; Nanotechnology; Materials science; Optoelectronics; Optics; Physics; Biology; Ecology","score_opus":0.008518150847105626,"score_gpt":0.21595432423301988,"score_spread":0.20743617338591425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202094652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730986,0.0010330342,0.00019510719,0.00041540203,0.000058632548,0.000081432336,0.0000069550856,0.00022620441,0.0006733902],"genre_scores_gemma":[0.99913317,0.00040684777,0.00026906456,0.00008976301,0.00002995239,0.0000025310485,0.000009403755,0.000019692327,0.00003958478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993146,0.000036028177,0.00013826138,0.00019438949,0.000054035478,0.00026268137],"domain_scores_gemma":[0.9997142,0.000096580115,0.000019731506,0.00011934816,0.000020559892,0.00002956818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057539568,0.00013273492,0.00016387418,0.00011234081,0.000038565904,0.000035659697,0.000056567354,0.00009738247,0.000009881109],"category_scores_gemma":[0.000047656034,0.00013180204,0.000023752717,0.0003732494,0.00003798415,0.000058478057,0.00003603476,0.0003246472,0.000023463086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013604563,0.000021213398,0.0017277387,0.000013479957,0.000034225683,0.000030003523,0.00038707422,0.000015688469,0.9746841,0.00035387883,0.0003450433,0.022373939],"study_design_scores_gemma":[0.00032045823,0.000081770726,0.017627787,0.000055699864,0.000012692997,0.000022634318,0.00021861588,0.000291942,0.9801286,0.0006935078,0.0003952419,0.00015103657],"about_ca_topic_score_codex":0.000029383531,"about_ca_topic_score_gemma":0.000037068236,"teacher_disagreement_score":0.0222229,"about_ca_system_score_codex":0.00015736884,"about_ca_system_score_gemma":0.00002041293,"threshold_uncertainty_score":0.5374731},"labels":[],"label_agreement":null},{"id":"W3202533862","doi":"10.1039/d1lc00749a","title":"Generation of flow and droplets with an ultra-long-range linear concentration gradient","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Manitoba","funders":"Shanghai Rising-Star Program; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Concentration gradient; Microfluidics; Linearity; Volumetric flow rate; Generator (circuit theory); Materials science; Flow (mathematics); Temperature gradient; Analytical Chemistry (journal); Range (aeronautics); Chemistry; Nanotechnology; Chromatography; Mechanics; Electrical engineering; Composite material; Physics; Power (physics); Thermodynamics","score_opus":0.022401206755070353,"score_gpt":0.23806388743051712,"score_spread":0.21566268067544678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202533862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837089,0.00013462783,0.11442013,0.000055318433,0.00007687713,0.00011434578,0.000019245455,0.000098367804,0.0013722229],"genre_scores_gemma":[0.9959307,0.000033009903,0.0034586925,0.00014414865,0.00008093426,0.000009687406,0.00028772786,0.000015987098,0.00003916391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951434,0.000015451515,0.00015266777,0.00012634548,0.00009962147,0.00009156858],"domain_scores_gemma":[0.99968773,0.0000066331295,0.000029649755,0.00013672795,0.000118953576,0.000020284931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008251936,0.00008981653,0.00009924247,0.00003299228,0.000029364775,0.000013314981,0.00002939317,0.000048431142,0.000020911315],"category_scores_gemma":[0.000009390439,0.00008147489,0.000009366185,0.0002371227,0.00003300646,0.000091253656,0.0000028094832,0.00008098391,0.0000014758801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002364524,0.00005791744,0.0017025144,0.00006988013,0.00002657869,0.000012396916,0.00068571465,0.00025877063,0.97123337,0.01683835,0.00039216963,0.008698676],"study_design_scores_gemma":[0.00033432525,0.00016420691,0.0028650104,0.000036823338,0.000008535875,0.00001665715,0.000030648425,0.0129130995,0.982846,0.000069281385,0.0006055876,0.000109796536],"about_ca_topic_score_codex":0.0000029025537,"about_ca_topic_score_gemma":0.0000046634063,"teacher_disagreement_score":0.112221785,"about_ca_system_score_codex":0.000031468226,"about_ca_system_score_gemma":0.00001738774,"threshold_uncertainty_score":0.33224496},"labels":[],"label_agreement":null},{"id":"W3203278417","doi":"10.1039/d1lc00279a","title":"TANDEM: biomicrofluidic systems with transverse and normal diffusional environments for multidirectional signaling","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Government of Ontario","keywords":"Tandem; Transverse plane; Diffusion; Microfluidics; Computer science; Limiting; Biological system; Nanotechnology; Biophysics; Biology; Materials science; Engineering; Physics; Anatomy; Mechanical engineering; Aerospace engineering","score_opus":0.013763647743096437,"score_gpt":0.224534644484348,"score_spread":0.21077099674125158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203278417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877481,0.00064178556,0.01062005,0.00007848039,0.00020685382,0.0001833219,0.00003927022,0.00006845431,0.0004136914],"genre_scores_gemma":[0.9979439,0.00013650277,0.0012578676,0.000029557406,0.000103685714,0.000043550455,0.000030276033,0.000027137263,0.0004275573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991559,0.00002546434,0.00012217068,0.00018675181,0.00027950288,0.00023022888],"domain_scores_gemma":[0.999571,0.0001949928,0.000011094316,0.000091605376,0.000013258796,0.00011801039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016030335,0.000106486164,0.00011633349,0.00005275407,0.00008444074,0.000033322794,0.000057223708,0.00006901362,0.00009307566],"category_scores_gemma":[0.000032953103,0.00009179491,0.000028472981,0.00009040807,0.00005811532,0.000033738972,0.000019066694,0.00014129037,0.000017640103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001014648,0.00012499985,0.0028030118,0.00025981132,0.00015261605,0.000042532636,0.000187932,0.0020614609,0.9878364,0.0004392482,0.0004787254,0.005511798],"study_design_scores_gemma":[0.008981374,0.00043914042,0.028893689,0.000754767,0.00007771946,0.00019554042,0.0003209773,0.13705736,0.67140144,0.00010380739,0.15081954,0.0009546159],"about_ca_topic_score_codex":0.0000058127503,"about_ca_topic_score_gemma":0.0000019228266,"teacher_disagreement_score":0.31643495,"about_ca_system_score_codex":0.000052828833,"about_ca_system_score_gemma":0.00002433636,"threshold_uncertainty_score":0.37432876},"labels":[],"label_agreement":null},{"id":"W3204887292","doi":"10.1039/d1lc00524c","title":"A microfluidic-enabled combinatorial formulation and integrated inkjet printing platform for evaluating functionally graded material blends","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanomaterials and Printing 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Nanotechnology; Inkjet printing; Materials science; Deposition (geology); Drop (telecommunication); On demand; Computer science; Inkwell; Engineering; Mechanical engineering; Composite material; Multimedia","score_opus":0.025580870405297395,"score_gpt":0.24947279639776526,"score_spread":0.22389192599246788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204887292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958703,0.00012547628,0.0006101955,0.0000666523,0.002039235,0.00028637695,0.000036268706,0.0006968318,0.0002686912],"genre_scores_gemma":[0.9958873,0.00006151295,0.0035037126,0.000027036893,0.00020721945,0.00007431924,0.00015743113,0.000039675888,0.00004180799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904805,0.000021845595,0.00031263777,0.00022879707,0.0001264736,0.00026217027],"domain_scores_gemma":[0.9995407,0.000102767524,0.00005545113,0.00016979178,0.00009969601,0.00003162416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037407075,0.00018395383,0.00023263086,0.00008813141,0.00013735487,0.0001696045,0.00008827976,0.00016853685,0.000053406],"category_scores_gemma":[0.00027714524,0.00017466213,0.000045069133,0.00015568672,0.000015542517,0.00012399815,0.00007136853,0.00012169735,0.000004316417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019638079,0.000023675891,0.00028447137,0.00022688005,0.00006581202,0.000003143817,0.00014463539,0.00010904648,0.960219,0.029431434,0.0003172547,0.008978265],"study_design_scores_gemma":[0.0019897216,0.0001816272,0.0015853101,0.00014662379,0.00003242396,0.000014800545,0.00010338283,0.005952293,0.96176094,0.02407377,0.0038729683,0.00028615803],"about_ca_topic_score_codex":0.000009336067,"about_ca_topic_score_gemma":0.0000043710147,"teacher_disagreement_score":0.008692107,"about_ca_system_score_codex":0.000063029685,"about_ca_system_score_gemma":0.00004715041,"threshold_uncertainty_score":0.7122515},"labels":[],"label_agreement":null},{"id":"W3206705328","doi":"10.1039/d1lc00790d","title":"A microfluidic platform enables comprehensive gene expression profiling of mouse retinal stem cells","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","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":"Canada Research Chairs; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Bank of Canada; Krembil Foundation; Canada First Research Excellence Fund; Ontario Ministry of Research, Innovation and Science; National Cancer Institute; National Institutes of Health","keywords":"Stem cell; Microfluidics; Gene expression profiling; Gene expression; Retinal; Cell; Computational biology; Biology; RNA; Gene; Profiling (computer programming); Cell biology; Nanotechnology; Genetics; Computer science; Materials science; Biochemistry","score_opus":0.02490276600047973,"score_gpt":0.22992047899095258,"score_spread":0.20501771299047286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206705328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956451,0.003109529,0.00046130532,0.000020850748,0.00015009787,0.000120772354,0.00006290182,0.000012057636,0.00041735425],"genre_scores_gemma":[0.9946251,0.0012986589,0.0022948813,0.0002889685,0.00012796752,0.0000075477783,0.00015312945,0.000029305787,0.0011744704],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991154,0.0000449176,0.00021557382,0.00030783413,0.0001222926,0.00019396785],"domain_scores_gemma":[0.9994263,0.000015876152,0.0000781609,0.00030029906,0.00011775242,0.00006161306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053161726,0.00014714882,0.00018168833,0.000025429827,0.000058119447,0.00001552675,0.00012159044,0.00014159225,0.000017706914],"category_scores_gemma":[0.000007729326,0.00013470158,0.00009818562,0.0000623158,0.000045086937,0.000002630534,0.000060280014,0.00010190735,0.0000069640587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025390062,0.00013104879,0.00044086447,0.000088853936,0.000025061301,0.000012687402,0.000080553495,0.000016968019,0.99791396,0.000042835774,0.0006209391,0.00037231133],"study_design_scores_gemma":[0.0006900601,0.0002076713,0.000051077153,0.0000630953,0.0000119996475,0.000010728936,0.00016064898,0.000014795754,0.99337775,0.000013572914,0.005250226,0.00014838787],"about_ca_topic_score_codex":0.000009035525,"about_ca_topic_score_gemma":0.0000030398826,"teacher_disagreement_score":0.004629287,"about_ca_system_score_codex":0.000010021536,"about_ca_system_score_gemma":0.000073990275,"threshold_uncertainty_score":0.5492971},"labels":[],"label_agreement":null},{"id":"W3207800763","doi":"10.1039/d1lc00602a","title":"Programmed assembly of bespoke prototissues on a microfluidic platform","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Victoria","funders":"Engineering and Physical Sciences Research Council; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Bristol; Canada Foundation for Innovation; Michael Smith Health Research BC; Fondation pour la Recherche sur Alzheimer; University of Victoria","keywords":"Bespoke; Microfluidics; Nanotechnology; Engineering; Computer science; Business; Materials science","score_opus":0.02049390274059985,"score_gpt":0.2590801570448842,"score_spread":0.23858625430428435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207800763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525622,0.0008558283,0.012057506,0.00024183297,0.00028394215,0.001012467,0.00004295729,0.00075079803,0.03219244],"genre_scores_gemma":[0.9972839,0.00005132672,0.001357432,0.00030658513,0.00007206872,0.00015870832,0.000112739515,0.000047536185,0.00060975243],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899185,0.000013264299,0.00033804993,0.00020259916,0.0002081745,0.00024609148],"domain_scores_gemma":[0.9993982,0.00002868493,0.00005638369,0.0003290474,0.00015820467,0.000029509727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018929463,0.00018865772,0.00024215583,0.0001468741,0.000035119963,0.000022462555,0.00013527057,0.00012129522,0.00006196617],"category_scores_gemma":[0.00005104367,0.000179904,0.000054191984,0.00071361737,0.000044895514,0.000065190696,0.000028887871,0.00023844892,0.000045232515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042823576,0.0001497593,0.00009977146,0.00018054093,0.000051122774,0.000032187996,0.00027307268,0.0000016970363,0.90558034,0.042382985,0.009936975,0.041268744],"study_design_scores_gemma":[0.00034517812,0.00020668906,0.00048500963,0.00017469187,0.00000682056,0.000013493812,0.00006037286,0.00003599142,0.93811095,0.0006074673,0.059781734,0.000171618],"about_ca_topic_score_codex":0.00000433239,"about_ca_topic_score_gemma":3.987532e-7,"teacher_disagreement_score":0.04984476,"about_ca_system_score_codex":0.00008755593,"about_ca_system_score_gemma":0.000043986915,"threshold_uncertainty_score":0.73362726},"labels":[],"label_agreement":null},{"id":"W3214755665","doi":"10.1039/d1lc00879j","title":"Immuno-biosensor on a chip: a self-powered microfluidic-based electrochemical biosensing platform for point-of-care quantification of proteins","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":50,"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":"Canada Research Chairs; Canadian Institutes of Health Research; University of Calgary; Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Biosensor; Microfluidics; Fluidics; Nanotechnology; Bioanalysis; Lab-on-a-chip; Chip; Electrochemistry; Materials science; Optofluidics; Chemistry; Computer science; Electrode; Electrical engineering; Engineering","score_opus":0.011835069323754957,"score_gpt":0.22540726630937236,"score_spread":0.2135721969856174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214755665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942735,0.00074827304,0.003218283,0.00021683039,0.00016725903,0.00054105633,0.00006920458,0.00022431352,0.00054130895],"genre_scores_gemma":[0.9958393,0.00006929266,0.0037689987,0.000077292396,0.00007085155,0.000016336642,0.000088267974,0.000047427584,0.000022239008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886763,0.000022113789,0.00038244456,0.00027746745,0.00017717396,0.00027314722],"domain_scores_gemma":[0.99922264,0.000118482254,0.000088270994,0.00033963454,0.00017116037,0.00005980666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089604044,0.00020559646,0.0003219551,0.00012346052,0.00005486934,0.000022441318,0.00008120626,0.000193271,0.000010766663],"category_scores_gemma":[0.00011974724,0.00019848805,0.00021450214,0.00032990283,0.0000338714,0.00003585124,0.00000937574,0.00021100203,0.000009260752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002504094,0.00014426972,0.000006850839,0.00042458443,0.0000643397,0.0000020221235,0.00013438963,0.00003312837,0.995656,0.0010485987,0.00005880783,0.002176571],"study_design_scores_gemma":[0.0008377904,0.00040762583,0.00025028017,0.0002977697,0.000037169815,0.0000043023088,0.00008525595,0.008394195,0.98844624,0.00011771786,0.0009175969,0.0002040822],"about_ca_topic_score_codex":0.0000053775893,"about_ca_topic_score_gemma":0.000004582221,"teacher_disagreement_score":0.008361066,"about_ca_system_score_codex":0.000096067306,"about_ca_system_score_gemma":0.000045108078,"threshold_uncertainty_score":0.80941075},"labels":[],"label_agreement":null},{"id":"W3216787868","doi":"10.1039/d1lc01006a","title":"Assessing red blood cell deformability from microscopy images using deep learning","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; British Columbia Institute of Technology; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canadian Blood Services","keywords":"Microscopy; Biomedical engineering; Red blood cell; Materials science; Biophysics; Nanotechnology; Artificial intelligence; Chemistry; Biology; Computer science; Engineering; Pathology; Medicine; Biochemistry","score_opus":0.027133201435052077,"score_gpt":0.2889728673605006,"score_spread":0.2618396659254485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216787868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993598,0.001284567,0.00043089918,0.00031735082,0.00012741328,0.00009869767,0.000002307129,0.0000715576,0.004069229],"genre_scores_gemma":[0.9855183,0.000021327363,0.013312093,0.00045749202,0.00017621416,0.0000025037748,0.000056807337,0.00002434982,0.00043095782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990195,0.00011000978,0.00020881718,0.00028392172,0.00017406441,0.00020368936],"domain_scores_gemma":[0.9994356,0.000049557675,0.00008012291,0.00026663093,0.00009269428,0.00007541025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013484775,0.00012550691,0.00023195399,0.000028279084,0.00016510556,0.00011069637,0.00004145835,0.00009073584,0.00030052438],"category_scores_gemma":[0.00010441883,0.00010703248,0.00007837189,0.00013987513,0.000027974977,0.00015162732,0.00004605397,0.00030793532,0.00001774948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009000649,0.000243856,0.09467392,0.00008179199,0.00003855381,0.000042782503,0.0003667749,0.00011357959,0.8979691,0.000005330398,0.000013741553,0.0063605593],"study_design_scores_gemma":[0.0015860084,0.00012139308,0.12791996,0.0002209002,0.0002463164,0.00002719627,0.00053571595,0.0034674655,0.8650806,0.00012141827,0.00051791396,0.00015514706],"about_ca_topic_score_codex":0.00015851654,"about_ca_topic_score_gemma":0.000010750268,"teacher_disagreement_score":0.03324604,"about_ca_system_score_codex":0.000043045253,"about_ca_system_score_gemma":0.00008647614,"threshold_uncertainty_score":0.43646577},"labels":[],"label_agreement":null},{"id":"W3217057360","doi":"10.1039/d1lc00789k","title":"Spatial trans-epithelial electrical resistance (S-TEER) integrated in organs-on-chips","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":37,"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":"H2020 European Research Council; Azrieli Foundation; Israel Science Foundation","keywords":"Electrical resistance and conductance; Function (biology); Electrode; Resistance (ecology); Materials science; Optoelectronics; Chemistry; Biology; Cell biology; Composite material; Ecology","score_opus":0.022867128428522256,"score_gpt":0.24342511054816957,"score_spread":0.2205579821196473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217057360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937308,0.000017162776,0.00030429824,0.0012677683,0.0005522811,0.00015288447,0.000026764606,0.0001499468,0.0037980864],"genre_scores_gemma":[0.99512064,0.000047155958,0.000044910805,0.0029575115,0.00009784723,0.0000132118375,0.0000020470013,0.00003106927,0.0016856228],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99794775,0.00017496159,0.00028909743,0.0006811691,0.00042350736,0.0004834888],"domain_scores_gemma":[0.9992192,0.0002948425,0.00003939935,0.00030846245,0.00001902412,0.000119106575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012233826,0.00021783226,0.00022989434,0.00016140623,0.00010409396,0.000071510454,0.00031235992,0.00008038421,0.00010015275],"category_scores_gemma":[0.0010853906,0.00019227018,0.000071829265,0.0014553057,0.00006477138,0.0001052154,0.000022925351,0.000645955,0.000103696664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017694444,0.00016504523,0.00018340463,0.000009547754,6.0215723e-7,0.0006127082,0.000108417575,0.00011641502,0.99276745,0.004159299,0.00008775498,0.0016124154],"study_design_scores_gemma":[0.0006321858,0.00015579296,0.002383244,0.000053048567,0.000002588488,0.000023433318,0.0000071425156,0.0016761513,0.9868599,0.00017824292,0.0078019616,0.00022628873],"about_ca_topic_score_codex":0.000012127069,"about_ca_topic_score_gemma":0.00014398133,"teacher_disagreement_score":0.007714207,"about_ca_system_score_codex":0.0000632466,"about_ca_system_score_gemma":0.00008877776,"threshold_uncertainty_score":0.784055},"labels":[],"label_agreement":null},{"id":"W35142777","doi":"10.1039/d1lc00817j","title":"PIERWSZE OFERTY PUBLICZNE (IPO) JAKO ELEMENT PRZEKSZTAŁCEŃ WŁASNOŚCIOWYCH W POLSCE","year":2001,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","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; National Institutes of Health; Connaught Fund; Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; Killam Trusts; Canada Research Chairs","keywords":"Theology; Materials science; Philosophy","score_opus":0.022758351256020555,"score_gpt":0.23621529531894533,"score_spread":0.21345694406292479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35142777","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":[0.18212649,0.00012175562,0.0005916229,0.046671882,0.001122182,0.0007652849,0.0000041770572,0.0005889279,0.7680077],"genre_scores_gemma":[0.9553218,0.000053537136,0.00017413875,0.021620741,0.0021900097,0.000029322282,0.00014897452,0.000060225226,0.020401275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979974,0.000024180064,0.00036801005,0.00047952315,0.0006445231,0.00048635897],"domain_scores_gemma":[0.9989396,0.00008298075,0.00031291644,0.00044076558,0.00019081654,0.000032968463],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005589204,0.00029271602,0.00022380555,0.00037449686,0.0003377399,0.00083028205,0.00049667165,0.000079947364,0.008641697],"category_scores_gemma":[0.0003666481,0.00025683042,0.00008038068,0.0011373986,0.000036789534,0.0019174698,0.00028687803,0.00021929793,0.0040320475],"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":[0.00025906198,0.00094983284,0.1551208,0.00018787778,0.00017608234,0.00007145868,0.00008936476,0.000083893756,0.00027194875,0.53436375,0.29269361,0.01573229],"study_design_scores_gemma":[0.00084712595,0.000025260813,0.058960248,0.000032884796,0.00006399838,0.0000020728976,0.00013339122,0.0010054228,0.000044477347,0.004255898,0.93426585,0.00036337],"about_ca_topic_score_codex":0.00026434075,"about_ca_topic_score_gemma":0.00023502018,"teacher_disagreement_score":0.77319527,"about_ca_system_score_codex":0.000050536386,"about_ca_system_score_gemma":0.000020481659,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W37921001","doi":"10.1039/d3lc00314k","title":"Rivalidade fraterna na perspectiva dos progenitores : da gestação ao segundo ano de vida do segundo filho","year":2011,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","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":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Faculty of Engineering, McGill University","keywords":"Gerontology; Psychology; Humanities; Medicine; Philosophy","score_opus":0.03837275640415031,"score_gpt":0.28093281639910644,"score_spread":0.24256005999495614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37921001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95654726,0.0013017616,0.0001451121,0.0010769026,0.00038279672,0.0007773369,0.000020644566,0.00070788956,0.039040316],"genre_scores_gemma":[0.9928258,0.00004851309,0.0024125138,0.0003707582,0.00039058138,0.00012349691,0.0000126892655,0.0000764965,0.0037391337],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99781364,0.00013592969,0.000299776,0.00083548395,0.000310206,0.0006049781],"domain_scores_gemma":[0.9982942,0.00005563363,0.00015565316,0.0011579671,0.00013117505,0.00020539861],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026015955,0.00036854125,0.000449158,0.0002222263,0.00020311934,0.000033690598,0.00033453893,0.00042367273,0.0007443096],"category_scores_gemma":[0.00031236638,0.0002975237,0.00017930276,0.00035140108,0.00034621946,0.00011664878,0.00012272538,0.0008797091,0.00033247302],"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":[0.0032361508,0.0038879332,0.7984322,0.0004930043,0.0016308073,0.0035982425,0.020585854,0.0000021382828,0.09099903,0.037755,0.00357522,0.035804477],"study_design_scores_gemma":[0.004320992,0.0018093167,0.36680678,0.0009522885,0.0003900707,0.0013164422,0.001498723,0.000027509514,0.6066637,0.011332302,0.004075909,0.0008059807],"about_ca_topic_score_codex":0.00013454696,"about_ca_topic_score_gemma":0.000006326547,"teacher_disagreement_score":0.51566464,"about_ca_system_score_codex":0.00018718437,"about_ca_system_score_gemma":0.00013926806,"threshold_uncertainty_score":0.99994767},"labels":[],"label_agreement":null},{"id":"W4200113389","doi":"10.1039/d1lc00854d","title":"Analysis of the effects of aryl hydrocarbon receptor expression on cancer cell invasion<i>via</i>three-dimensional microfluidic invasion assays","year":2021,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","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":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Aryl hydrocarbon receptor; Transcriptome; Biology; Transcription factor; Cancer cell; Cancer research; Cell biology; Gene expression profiling; Cell; Gene expression; Gene; Cancer; Genetics","score_opus":0.012840401633083205,"score_gpt":0.24074027046402488,"score_spread":0.22789986883094168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200113389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930514,0.008339283,0.000016044298,0.000404187,0.0006182268,0.00036146404,0.00004842512,0.000016996248,0.00089021167],"genre_scores_gemma":[0.9958299,0.0018072311,0.00011922014,0.0014189885,0.00009953608,0.000031648487,0.000072044975,0.00003155954,0.0005899158],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99809325,0.00011117873,0.00040858824,0.0004558224,0.000701624,0.00022955729],"domain_scores_gemma":[0.99831176,0.00035720752,0.00028994287,0.0007632927,0.00014091407,0.00013688653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021824335,0.00023160862,0.0006881615,0.00016325738,0.000070616356,0.0000057991383,0.00014173205,0.00013825808,0.0006435519],"category_scores_gemma":[0.00014848754,0.00015170733,0.00048836647,0.0009953387,0.0000682584,0.00003222505,0.0001284254,0.00026232196,0.000009640442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045897672,0.0006478912,0.010779955,0.0003781993,0.00033460904,0.000014456625,0.00013691987,0.00006158399,0.9788048,0.000013107066,0.004730407,0.0036390491],"study_design_scores_gemma":[0.0017218352,0.0003423617,0.01641209,0.0014305399,0.0013237307,0.0000021321337,0.000018742776,0.00009253857,0.97659785,0.000019894509,0.0019022629,0.00013604481],"about_ca_topic_score_codex":0.00083791325,"about_ca_topic_score_gemma":0.00047055463,"teacher_disagreement_score":0.006532052,"about_ca_system_score_codex":0.00014104739,"about_ca_system_score_gemma":0.00025162226,"threshold_uncertainty_score":0.7046442},"labels":[],"label_agreement":null},{"id":"W4207008582","doi":"10.1039/d1lc00836f","title":"Materials and methods for droplet microfluidic device fabrication","year":2022,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":124,"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; St. Michael's Hospital; University of Victoria","funders":"Biotechnology and Biological Sciences Research Council; Horizon 2020 Framework Programme; Directorate for Biological Sciences; Natural Environment Research Council; Fondation pour la Recherche sur Alzheimer; Natural Sciences and Engineering Research Council of Canada; European Commission; Sight Research UK; Michael Smith Health Research BC; Canada Research Chairs; Government of Canada","keywords":"Fabrication; Microfluidics; Nanotechnology; Materials science; Flow (mathematics); Mechanical engineering; Engineering; Mechanics; Physics","score_opus":0.05460472011436309,"score_gpt":0.3639117213855964,"score_spread":0.30930700127123334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207008582","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":[0.000005279281,0.84185755,0.1551792,0.000012790015,0.0004923061,0.0011382741,0.00027068658,0.00032906616,0.00071487],"genre_scores_gemma":[0.000005790484,0.9844701,0.011927627,0.00018375198,0.0001718102,0.0012356152,0.0016627064,0.00013389831,0.00020864668],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985916,0.00013412237,0.0006091578,0.00034204437,0.000088281544,0.00023480036],"domain_scores_gemma":[0.99914914,0.00023756253,0.00017739157,0.00035575742,0.00005432889,0.00002579126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00096277555,0.00037734793,0.0008890385,0.00030216956,0.000101362035,0.000050449216,0.00023253457,0.00022112882,0.00020145105],"category_scores_gemma":[0.00010741751,0.00035462293,0.00009501507,0.00059267634,0.00003367489,0.00004957673,0.00007493194,0.0002737015,0.000014439998],"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":[0.0000031090062,0.0000098907085,3.8958547e-8,0.007479916,0.00006878065,5.1774174e-7,0.000033738685,1.7129032e-8,0.007531819,0.0074329665,0.014800103,0.9626391],"study_design_scores_gemma":[0.00010065436,0.000048917325,4.738138e-7,0.00076264644,0.0001448965,0.000018349076,0.000006274409,0.0000042025945,0.021692492,0.00045451263,0.9764238,0.00034277292],"about_ca_topic_score_codex":0.0000027168091,"about_ca_topic_score_gemma":1.9605826e-8,"teacher_disagreement_score":0.9622963,"about_ca_system_score_codex":0.0002492338,"about_ca_system_score_gemma":0.00004955958,"threshold_uncertainty_score":0.99989057},"labels":[],"label_agreement":null},{"id":"W4210700717","doi":"10.1039/d1lc00817j","title":"Vasculature-on-a-chip platform with innate immunity enables identification of angiopoietin-1 derived peptide as a therapeutic for SARS-CoV-2 induced inflammation","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Saskatchewan; University of Toronto; University Health Network; Toronto General Hospital; McMaster University Medical Centre","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Connaught Fund; Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; Killam Trusts; Canada Research Chairs","keywords":"Cytokine storm; Innate immune system; Inflammation; Immune system; Immunity; Identification (biology); Cytokine; Coronavirus disease 2019 (COVID-19); Biology; Immunology; Medicine; Disease; Infectious disease (medical specialty); Internal medicine","score_opus":0.03236584061743797,"score_gpt":0.28517740786421863,"score_spread":0.25281156724678067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210700717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968861,0.00008654405,0.00003942387,0.00046614077,0.000062979336,0.0012232392,0.000037284146,0.000054746797,0.0011435631],"genre_scores_gemma":[0.9984019,0.000015183631,0.00011708332,0.000535382,0.00002403816,0.00030427412,0.0004040832,0.000035915422,0.00016217868],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881315,0.000060408744,0.0003067788,0.00024352029,0.00036470397,0.00021140979],"domain_scores_gemma":[0.99910915,0.000099260054,0.00027232352,0.00039343248,0.00009124139,0.000034577548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027368142,0.00019383112,0.00031686132,0.0001840253,0.00023873549,0.0000234153,0.00011448077,0.000069804024,0.000021796739],"category_scores_gemma":[0.00006295242,0.00015225908,0.00011936366,0.0002919031,0.00003373189,0.00009815707,0.000028836506,0.00023804026,0.000011719483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053802896,0.0011083494,0.0022325448,0.00020719985,0.00094183953,0.00004164763,0.004126352,0.00012169299,0.96972525,0.0038787406,0.00008207815,0.012154001],"study_design_scores_gemma":[0.008929154,0.0031825276,0.05617725,0.00014196223,0.00031805967,0.00006209961,0.0008996535,0.0004767843,0.9230529,0.00549756,0.0009825046,0.0002795508],"about_ca_topic_score_codex":0.00013867924,"about_ca_topic_score_gemma":0.00005874367,"teacher_disagreement_score":0.053944703,"about_ca_system_score_codex":0.00010707577,"about_ca_system_score_gemma":0.0000979372,"threshold_uncertainty_score":0.6208945},"labels":[],"label_agreement":null},{"id":"W4210761061","doi":"10.1039/d0lc90127j","title":"Correction: Deep-LUMEN assay – human lung epithelial spheroid classification from brightfield images using deep learning","year":2020,"lang":"en","type":"erratum","venue":"Lab on a Chip","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","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":"McMaster University","funders":"","keywords":"Spheroid; Deep learning; Human lung; Artificial intelligence; Lumen (anatomy); Biology; Lung; Pathology; Computer science; Medicine; Cell biology; Cell culture; Internal medicine","score_opus":0.01780057304056891,"score_gpt":0.2963106339900375,"score_spread":0.27851006094946856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210761061","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":[0.043310165,0.009055929,0.11940499,0.023504853,0.17787205,0.0032652256,0.00009733369,0.002910733,0.6205787],"genre_scores_gemma":[0.31298795,0.0017229231,0.012610749,0.012272736,0.06795476,0.00011851536,0.010165485,0.0011166014,0.5810503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965027,0.0004384707,0.0006684652,0.0010329435,0.0008248472,0.000532595],"domain_scores_gemma":[0.9979857,0.00032477078,0.000588028,0.00055838044,0.00013102316,0.00041209473],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000497702,0.0005882597,0.0009828857,0.00019485223,0.0005160011,0.00021779825,0.00033586845,0.000787488,0.0013955198],"category_scores_gemma":[0.0014258226,0.00054956257,0.00031943526,0.0003115791,0.00015262867,0.000104238214,0.00011012222,0.006350707,0.00014843371],"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":[0.0002917165,0.00025639933,0.005421954,0.0004556747,0.000667991,0.0004901978,0.0014541677,0.00030292434,0.028376108,0.00018637834,0.8860931,0.076003425],"study_design_scores_gemma":[0.0019339045,0.00039382366,0.012185512,0.0019431768,0.00088672806,0.0000901982,0.0002805774,0.45409408,0.0006708766,0.00020147293,0.52645594,0.00086370826],"about_ca_topic_score_codex":0.00074448064,"about_ca_topic_score_gemma":0.0000504315,"teacher_disagreement_score":0.45379114,"about_ca_system_score_codex":0.0003702966,"about_ca_system_score_gemma":0.0002277501,"threshold_uncertainty_score":0.9996956},"labels":[],"label_agreement":null},{"id":"W4210835791","doi":"10.1039/d1lc00905b","title":"SE-ECL on CMOS: a miniaturized electrochemiluminescence biosensor","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale; Faculty of Engineering, McGill University","keywords":"Electrochemiluminescence; CMOS; Biosensor; Nanotechnology; Materials science; Optoelectronics; Computer science; Chemistry; Chromatography; Detection limit","score_opus":0.010243402369209906,"score_gpt":0.26399685454625477,"score_spread":0.25375345217704487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210835791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953307,0.00010873132,0.000029115366,0.0007977635,0.0000825615,0.00017203542,0.000051623476,0.000104497405,0.0033230016],"genre_scores_gemma":[0.99091816,0.00006391866,0.001734874,0.0034776973,0.00018573602,0.00003633911,0.00019588102,0.00002977226,0.0033576156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864244,0.00009520598,0.00017812887,0.0005310985,0.00024619442,0.00030691782],"domain_scores_gemma":[0.99925894,0.000018971115,0.00010460459,0.0005069801,0.000041672018,0.00006884186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015148948,0.00021458193,0.00018622633,0.000077583194,0.00021054516,0.000016661226,0.00023726987,0.000092874325,0.000014976149],"category_scores_gemma":[0.000085962674,0.0001906531,0.00015021539,0.00025447243,0.000057021352,0.000001391026,0.00011897487,0.00023960463,0.000010142101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044315786,0.00017453125,0.000052940944,0.000004833033,0.00003710123,0.000012070044,0.00001926126,0.0000039318543,0.9934555,0.00011668914,0.0045970157,0.0010829155],"study_design_scores_gemma":[0.00040004848,0.0009564019,0.0001174011,0.0000096649765,0.00001715171,0.000024146395,0.000040465675,0.000021290969,0.90796256,0.00006234673,0.090139724,0.00024878653],"about_ca_topic_score_codex":0.00000546937,"about_ca_topic_score_gemma":0.0000059437402,"teacher_disagreement_score":0.08554271,"about_ca_system_score_codex":0.000038781985,"about_ca_system_score_gemma":0.000037282844,"threshold_uncertainty_score":0.77746075},"labels":[],"label_agreement":null},{"id":"W4214518814","doi":"10.1039/d1lc01058a","title":"Technologies for measuring red blood cell deformability","year":2022,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","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":"Vancouver General Hospital; British Columbia Institute of Technology; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microfluidics; Red blood cell; Nanotechnology; Throughput; Biochemical engineering; Computer science; Engineering; Biomedical engineering; Materials science; Biology; Telecommunications; Immunology; Wireless","score_opus":0.11430088998608326,"score_gpt":0.3007554800065864,"score_spread":0.18645459002050316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214518814","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":[0.00025162098,0.9928356,0.0000043262808,0.00016740766,0.00016508528,0.0018701089,0.00002941476,0.00035481443,0.0043216553],"genre_scores_gemma":[0.00088013255,0.9966092,0.00038461416,0.00006181968,0.000095859934,0.0008263346,0.00013527155,0.000054815588,0.0009519472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871963,0.00005258736,0.00038996022,0.0003650796,0.0002323534,0.00024036119],"domain_scores_gemma":[0.99903333,0.00009788,0.00018943507,0.00061273295,0.00003094626,0.00003565157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003263992,0.00026176087,0.0009776056,0.00012058643,0.00013128217,0.000015653372,0.00018328149,0.0002535823,0.000105374704],"category_scores_gemma":[0.00020892157,0.00017928156,0.00042911945,0.00021481831,0.000028297616,0.000025259613,0.00010901305,0.0004923724,0.000012821238],"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":[0.000051328832,0.00018860365,0.000011330338,0.023633877,0.000098141834,0.0000047591525,0.000023407703,3.9387285e-7,0.000003094282,0.00008874101,0.00014969017,0.97574663],"study_design_scores_gemma":[0.000606087,0.0005375245,0.0000056437434,0.002483743,0.0013982803,0.000035964327,0.000046883597,0.0000066666216,0.00018692782,0.00013392683,0.9943644,0.00019396732],"about_ca_topic_score_codex":0.000007168575,"about_ca_topic_score_gemma":0.000002148184,"teacher_disagreement_score":0.9942147,"about_ca_system_score_codex":0.0001103483,"about_ca_system_score_gemma":0.00015268724,"threshold_uncertainty_score":0.731089},"labels":[],"label_agreement":null},{"id":"W4220695271","doi":"10.1039/d2lc00025c","title":"Autonomous electrochemical biosensing of glial fibrillary acidic protein for point-of-care detection of central nervous system injuries","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"University of Calgary","funders":"Alberta Prion Research Institute; CMC Microsystems; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Microfluidics; Biosensor; Fluidics; Capillary action; Nanotechnology; Lab-on-a-chip; Computer science; Point-of-care testing; Automation; Materials science; Biomedical engineering; Embedded system; Engineering; Mechanical engineering; Electrical engineering","score_opus":0.004784070021989518,"score_gpt":0.188799595406723,"score_spread":0.18401552538473348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220695271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977553,0.00015945647,0.0012982321,0.000018140947,0.00016820051,0.00030605085,0.000053936674,0.00010702341,0.00013367106],"genre_scores_gemma":[0.99957794,0.0000016926407,0.00028072388,0.0000037420496,0.00008276408,0.000013229207,0.000008430471,0.000023319015,0.0000081814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992258,0.000030299305,0.00028357533,0.00012639996,0.0001437516,0.00019020002],"domain_scores_gemma":[0.9996914,0.000028598486,0.000081554055,0.00012006423,0.000043100914,0.00003523998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006347194,0.000106801606,0.00024543633,0.00008849504,0.00005235222,0.000005115116,0.00005449806,0.000070269,0.0000036803394],"category_scores_gemma":[0.00002848789,0.00010946802,0.0001338427,0.00019000565,0.000039107876,0.000025017946,0.000021398078,0.00013407439,3.4981153e-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":[0.00025423992,0.000015219867,0.000013735243,0.0008927932,0.000033324894,7.5302614e-7,0.00015068571,0.0007460585,0.9918109,0.0005247881,0.000004094951,0.0055533797],"study_design_scores_gemma":[0.0002595055,0.0006335657,0.0002631728,0.00008223406,0.000027441994,0.000008063491,0.00029745486,0.017787227,0.98037326,0.000057197685,0.000111750574,0.00009910494],"about_ca_topic_score_codex":0.00001914333,"about_ca_topic_score_gemma":0.0000054551697,"teacher_disagreement_score":0.01704117,"about_ca_system_score_codex":0.00013691786,"about_ca_system_score_gemma":0.000018551575,"threshold_uncertainty_score":0.4463976},"labels":[],"label_agreement":null},{"id":"W4221041769","doi":"10.1039/d1lc01068a","title":"Portable sample processing for molecular assays: application to Zika virus diagnostics","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":41,"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":"Canadian Institutes of Health Research; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; International Development Research Centre","keywords":"Zika virus; Microfluidics; Sample (material); Digital polymerase chain reaction; Molecular diagnostics; Virology; Computer science; Computational biology; Engineering; Computer hardware; Virus; Biology; Nanotechnology; Chromatography; Materials science; Chemistry; Bioinformatics; Polymerase chain reaction","score_opus":0.006977636648789688,"score_gpt":0.22099557993531804,"score_spread":0.21401794328652834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221041769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52234554,0.0042049643,0.4677618,0.00075446727,0.0001697299,0.0009523336,0.00019510723,0.00244294,0.0011730992],"genre_scores_gemma":[0.9915563,0.00004774358,0.006783498,0.0005048807,0.000029459561,0.00090274855,0.000058995494,0.00004462857,0.00007174695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993897,0.000006897793,0.0001100433,0.00016202516,0.000096445496,0.00023489725],"domain_scores_gemma":[0.99965906,0.0000810013,0.000021476342,0.00019319553,0.0000172294,0.00002803329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011946462,0.00009463031,0.0000983728,0.00007518883,0.00013425873,0.000021817841,0.00016057455,0.00003691961,0.000008149156],"category_scores_gemma":[0.00016223786,0.00010687205,0.000026129765,0.00023963263,0.0000064958267,0.00001948612,0.000039545524,0.00014749328,0.0000075657067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015796739,0.000062306244,0.0001369294,0.00008967068,0.000019941499,0.00000387009,0.0001907158,0.009137787,0.81584245,0.005812005,0.018667012,0.15002152],"study_design_scores_gemma":[0.00018104565,0.00015372665,0.00006264408,0.000014737609,0.000013444865,0.0000033622694,0.00008035256,0.0019025151,0.70786357,0.002738584,0.28678834,0.00019766673],"about_ca_topic_score_codex":0.000026859625,"about_ca_topic_score_gemma":0.0000051734073,"teacher_disagreement_score":0.46921074,"about_ca_system_score_codex":0.000078662764,"about_ca_system_score_gemma":0.000016788113,"threshold_uncertainty_score":0.43581158},"labels":[],"label_agreement":null},{"id":"W4224212032","doi":"10.1039/d2lc00098a","title":"Mainstreaming microfluidic microbial fuel cells: a biocompatible membrane grown <i>in situ</i> improves performance and versatility","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":20,"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 Laval","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Geobacter sulfurreducens; Biocompatible material; Geobacter; Microbial fuel cell; Membrane; In situ; Microfluidics; Nanotechnology; Chemistry; Electrode; Materials science; Chemical engineering; Bacteria; Biology; Engineering; Biochemistry; Biomedical engineering; Biofilm; Organic chemistry","score_opus":0.006260552430660289,"score_gpt":0.17950380824730416,"score_spread":0.17324325581664388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224212032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957121,0.00012919049,0.0000016187561,0.00013170706,0.00025872592,0.00028708178,0.000034317953,0.000025476122,0.003419787],"genre_scores_gemma":[0.99859387,0.00028968,0.00020411747,0.00057989586,0.00004136143,0.000015858286,0.00002692689,0.00001216928,0.00023610498],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988644,0.00006964873,0.00020244058,0.00038478215,0.00018845007,0.000290271],"domain_scores_gemma":[0.99965245,0.000033489574,0.00007044031,0.00017618755,0.0000024976368,0.00006494236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032294533,0.0001516998,0.00014421094,0.000054306132,0.00019729303,0.000029988987,0.00017329323,0.00004090964,0.0006285508],"category_scores_gemma":[0.0000052184637,0.00014694329,0.00003557233,0.0002718856,0.00009450438,0.00011589811,0.00024971744,0.00021161964,0.00007594744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109513094,0.0001343888,0.009592957,0.000054651857,0.000002526363,0.0000041284525,0.00060491194,0.00004257472,0.98404354,0.0000030452445,0.0019044636,0.0035032965],"study_design_scores_gemma":[0.0016272054,0.0003405907,0.0715098,0.00002630391,0.000011727648,0.000009935108,0.00019358302,0.00046264808,0.88621,0.000027074635,0.039215323,0.00036576018],"about_ca_topic_score_codex":0.00053558947,"about_ca_topic_score_gemma":0.00030387464,"teacher_disagreement_score":0.09783349,"about_ca_system_score_codex":0.00019023613,"about_ca_system_score_gemma":0.000013370562,"threshold_uncertainty_score":0.6882191},"labels":[],"label_agreement":null},{"id":"W4224807379","doi":"10.1039/d2lc00145d","title":"Reagent free detection of SARS-CoV-2 using an antibody-based microwave sensor in a microfluidic platform","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"SARS-CoV-2 detection and testing","field":"Medicine","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":"National Institute for Nanotechnology; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Microfluidics; Microwave; Microchannel; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antigen; Virus; Virology; Coronavirus disease 2019 (COVID-19); Nanotechnology; Materials science; Computer science; Biology; Medicine; Immunology; Telecommunications","score_opus":0.08480259466598156,"score_gpt":0.32988420248991435,"score_spread":0.2450816078239328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224807379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782395,0.00014942432,0.00059147616,0.00006233952,0.00027012636,0.00041789707,0.00002391301,0.000113844435,0.00054704817],"genre_scores_gemma":[0.99644434,0.0000025792208,0.0010311197,0.0023470933,0.000081206475,0.000015338032,0.000018254801,0.000046293608,0.000013777242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984982,0.00010962458,0.0004182749,0.00035852968,0.0003274007,0.00028799515],"domain_scores_gemma":[0.9991559,0.00008116064,0.0001898194,0.00047540758,0.0000585949,0.000039110942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043644485,0.00018901209,0.00032771772,0.00051253435,0.00014946447,0.000014050677,0.00011510615,0.000083768035,0.000019274385],"category_scores_gemma":[0.00020170832,0.00019720585,0.00011367037,0.0006878544,0.00004647255,0.000060684946,0.0000623755,0.00044578587,0.0000072598236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064779446,0.0004062119,0.0021634623,0.00007283921,0.000020433667,0.000115215626,0.00035429263,0.000016657079,0.9931435,0.000010826755,0.000022388409,0.0030263506],"study_design_scores_gemma":[0.0032732852,0.0008876952,0.002950002,0.0001249927,0.0000430934,0.0002573033,0.000270017,0.005324543,0.9853602,0.00006084079,0.0012710091,0.00017701494],"about_ca_topic_score_codex":0.0008611236,"about_ca_topic_score_gemma":0.00014989448,"teacher_disagreement_score":0.007783324,"about_ca_system_score_codex":0.00030399102,"about_ca_system_score_gemma":0.00012418067,"threshold_uncertainty_score":0.8041821},"labels":[],"label_agreement":null},{"id":"W4225093337","doi":"10.1039/d2lc00177b","title":"Radiotherapy on-chip: microfluidics for translational radiation oncology","year":2022,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","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":"Université de Montréal; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Polytechnique Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Radiation therapy; Microfluidics; Radiation oncology; Medical physics; Radiobiology; Translational research; Nanotechnology; Medicine; Computer science; Engineering ethics; Engineering; Internal medicine; Pathology; Materials science","score_opus":0.03926069355095645,"score_gpt":0.37287046127298645,"score_spread":0.33360976772203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225093337","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":[0.000002799945,0.93236023,0.06093447,0.0002571622,0.00043250818,0.0021497954,0.0010962605,0.00013454803,0.0026321972],"genre_scores_gemma":[0.0000024797926,0.9810803,0.0124852,0.00051931257,0.0014954759,0.0016315795,0.0018586604,0.00017432761,0.0007526744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981733,0.00023845946,0.000511303,0.00053984544,0.00021208936,0.00032497718],"domain_scores_gemma":[0.99826086,0.0008279243,0.00041880508,0.00039997406,0.00001871471,0.00007372334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024733727,0.00047931605,0.0011515868,0.00022302834,0.00021217343,0.000028897413,0.00035561243,0.000201609,0.0018680934],"category_scores_gemma":[0.0000061131227,0.00043851716,0.0006925111,0.00022191436,0.0000443937,0.000053011547,0.000010727366,0.0006003821,0.000008173651],"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":[0.000054659686,0.0002059011,0.00000552935,0.00033732544,0.0002746471,9.1383276e-7,0.00009599602,0.00001081573,0.000015754,0.034816258,0.0039440533,0.96023816],"study_design_scores_gemma":[0.0007551391,0.0005372234,0.0000010874695,0.00031841817,0.000106583386,0.0000027200454,0.0000035942896,0.00002846924,0.000057457906,0.0024975685,0.9952849,0.00040684218],"about_ca_topic_score_codex":0.000007036047,"about_ca_topic_score_gemma":3.0062586e-7,"teacher_disagreement_score":0.9913408,"about_ca_system_score_codex":0.0003721321,"about_ca_system_score_gemma":0.00038692617,"threshold_uncertainty_score":0.99980664},"labels":[],"label_agreement":null},{"id":"W4225936426","doi":"10.1039/d1lc01141c","title":"Subtractive manufacturing with swelling induced stochastic folding of sacrificial materials for fabricating complex perfusable tissues in multi-well plates","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Stem Cell Network; St. Joseph’s Healthcare Hamilton; University of Toronto; Toronto General Hospital; University Health Network; St. Joseph's Hospital; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Swelling; Subtractive color; Folding (DSP implementation); Materials science; Biomedical engineering; Computer science; Composite material; Mechanical engineering; Engineering; Physics","score_opus":0.0631996894673736,"score_gpt":0.307101770229413,"score_spread":0.2439020807620394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225936426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936595,0.000026561489,0.0051508835,0.000029148174,0.00013194277,0.0005560662,0.0000427558,0.00009691497,0.0003062589],"genre_scores_gemma":[0.9949808,0.0000028402187,0.0046919263,0.000012582152,0.000056158766,0.00014768302,0.00002322304,0.000060001432,0.000024802577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844795,0.00006894279,0.00034024724,0.00026507356,0.00043315152,0.0004446414],"domain_scores_gemma":[0.998999,0.00064240384,0.00008471987,0.00017573223,0.00003465551,0.000063497995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007512848,0.00017165949,0.0003144924,0.00024081867,0.00014457534,0.00003704101,0.00026442058,0.000055597186,0.00024452084],"category_scores_gemma":[0.00018559552,0.00016850102,0.00003094845,0.0002013767,0.00003397649,0.0000593258,0.000093453,0.0003785192,0.000007824793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033361165,0.00015507323,0.00030264148,0.00046799507,0.00006545163,0.00001496625,0.0025528315,0.1816378,0.81017023,0.00026322264,0.000023071649,0.004013111],"study_design_scores_gemma":[0.0010955267,0.00027541316,0.0032120978,0.00020905625,0.000010706354,0.0000055482874,0.00094523106,0.10609934,0.8875795,0.00010177128,0.00018942029,0.0002764175],"about_ca_topic_score_codex":0.00019781946,"about_ca_topic_score_gemma":0.00002511543,"teacher_disagreement_score":0.07740924,"about_ca_system_score_codex":0.00017001214,"about_ca_system_score_gemma":0.000029609902,"threshold_uncertainty_score":0.68712723},"labels":[],"label_agreement":null},{"id":"W4232614065","doi":"10.1039/d0lc90071k","title":"Correction: A bespoke microfluidic pharmacokinetic compartment model for drug absorption using artificial cell membranes","year":2020,"lang":"en","type":"erratum","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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 Victoria","funders":"","keywords":"Bespoke; Compartment (ship); Microfluidics; Membrane; Absorption (acoustics); Pharmacokinetics; Innovator; Artificial cell; Nanotechnology; Engineering; Chemistry; Computer science; Biochemical engineering; Materials science; Pharmacology; Biology; Biochemistry; Business","score_opus":0.05090168857128897,"score_gpt":0.30254079747567086,"score_spread":0.2516391089043819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232614065","genre_codex":"editorial","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":[0.08951058,0.035569843,0.22912209,0.0050193663,0.51208806,0.013592352,0.0018902699,0.006930799,0.106276646],"genre_scores_gemma":[0.58228415,0.010557728,0.0072728978,0.002511205,0.03558413,0.0013741743,0.004921681,0.0018560487,0.353638],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976659,0.00006616845,0.000493196,0.000528918,0.0006514175,0.0005944397],"domain_scores_gemma":[0.9990675,0.00018829561,0.0000911772,0.0003026209,0.00008348282,0.00026692144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029600345,0.00044897676,0.00050794904,0.00026074043,0.00013949264,0.00011200556,0.00038496684,0.0003579569,0.00016284843],"category_scores_gemma":[0.000078604455,0.00047416115,0.00021508968,0.00031831575,0.00007158907,0.000042573818,0.00008520046,0.0014114038,0.00019644485],"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":[0.0001109351,0.00009756352,8.946516e-7,0.0017422889,0.00007193773,0.000008790968,0.00026403257,0.027598042,0.04087449,0.000022844712,0.92685294,0.0023552335],"study_design_scores_gemma":[0.00033670475,0.0000403975,0.0000028334157,0.00024857034,0.000069062844,0.0000025428105,0.0000118607195,0.7196933,0.026521677,0.00010171229,0.252657,0.00031435088],"about_ca_topic_score_codex":0.00001774897,"about_ca_topic_score_gemma":0.000006699421,"teacher_disagreement_score":0.6920952,"about_ca_system_score_codex":0.0003359601,"about_ca_system_score_gemma":0.00018035767,"threshold_uncertainty_score":0.999771},"labels":[],"label_agreement":null},{"id":"W4253801646","doi":"10.1039/c4lc01366b","title":"Integrating nanopore sensors within microfluidic channel arrays using controlled breakdown","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":82,"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; University of Ottawa","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Nanopore; Microfluidics; Channel (broadcasting); Nanotechnology; Nanopore sequencing; Materials science; Optoelectronics; Engineering; Chemistry; Electrical engineering","score_opus":0.0281424020512738,"score_gpt":0.23268661124411574,"score_spread":0.20454420919284194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253801646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98489416,0.0032326125,0.00201354,0.0001366732,0.0015023826,0.0005144843,0.00003615889,0.0006392013,0.0070307776],"genre_scores_gemma":[0.99811304,0.00013936349,0.000752251,0.00018082104,0.00031367812,0.000030423998,0.000020988886,0.000083394974,0.0003660417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99845314,0.00004178865,0.0004728059,0.0002921917,0.00027778294,0.00046229904],"domain_scores_gemma":[0.9993052,0.00006112097,0.00008591681,0.0002641337,0.00010009082,0.00018357248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003738309,0.00038665909,0.0006382135,0.0001816811,0.00014002614,0.000036371915,0.00015708002,0.00014198526,0.00001601342],"category_scores_gemma":[0.000066392226,0.00031355442,0.00014923977,0.00032375497,0.000058532172,0.000101766476,0.00002024864,0.00029447323,0.00005621761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037288642,0.0007962138,0.004009753,0.0010083872,0.0031775574,0.0011742448,0.088907875,0.15453477,0.69631827,0.0062547633,0.03766022,0.002429102],"study_design_scores_gemma":[0.039574675,0.0012266256,0.00044444084,0.002044085,0.0007204276,0.00022009872,0.014379818,0.15303327,0.76604515,0.0045678066,0.01349366,0.004249954],"about_ca_topic_score_codex":0.0000771621,"about_ca_topic_score_gemma":0.000039664246,"teacher_disagreement_score":0.07452805,"about_ca_system_score_codex":0.00010256058,"about_ca_system_score_gemma":0.000047272326,"threshold_uncertainty_score":0.99993163},"labels":[],"label_agreement":null},{"id":"W4282922862","doi":"10.1039/d2lc00242f","title":"Automated sample-to-answer centrifugal microfluidic system for rapid molecular diagnostics of SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":40,"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":"National Research Council Canada","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Point-of-care testing; Loop-mediated isothermal amplification; Computer science; Sample (material); Computational biology; Reliability engineering; Medicine; Engineering; Biology; Chemistry; Chromatography; Immunology; Infectious disease (medical specialty)","score_opus":0.014897225584563778,"score_gpt":0.23707744612046208,"score_spread":0.2221802205358983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282922862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977376,0.0011279222,0.017051486,0.00009697262,0.0012670164,0.00063255517,0.00070178957,0.0010471867,0.0006990701],"genre_scores_gemma":[0.99899393,0.000026033564,0.00058072555,0.00022030309,0.000049605864,0.000054218355,0.00002722654,0.000038377973,0.000009560514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923253,0.000032558542,0.00021317003,0.00015333647,0.00015571143,0.00021269154],"domain_scores_gemma":[0.999583,0.00013454913,0.000026282318,0.00017516298,0.000033230404,0.000047786783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093333176,0.00012240327,0.0001952755,0.000109614804,0.000059715516,0.000013775495,0.0001078791,0.000051133287,0.000014640822],"category_scores_gemma":[0.00009560593,0.0001255362,0.00010123044,0.00027013992,0.000010379774,0.000012655948,0.000028864923,0.00011617574,0.000011285716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006362096,0.00008878022,0.00002868675,0.00034719196,0.00007588621,0.000011390547,0.00006673448,0.002714486,0.97773516,0.00408195,0.012387237,0.002398857],"study_design_scores_gemma":[0.00045273732,0.00021459421,0.00011329487,0.000061822546,0.000043652246,0.000006762265,0.00004901544,0.045216255,0.90685487,0.000066710476,0.04673566,0.00018464263],"about_ca_topic_score_codex":0.00001601288,"about_ca_topic_score_gemma":0.0000011324507,"teacher_disagreement_score":0.07088032,"about_ca_system_score_codex":0.00009945171,"about_ca_system_score_gemma":0.000014438916,"threshold_uncertainty_score":0.51192176},"labels":[],"label_agreement":null},{"id":"W4282930142","doi":"10.1039/d2lc00037g","title":"Phase transition modulation and biophysical characterization of biomolecular condensates using microfluidics","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"RNA Research and Splicing","field":"Biochemistry, Genetics and Molecular Biology","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; St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Microfluidics; Characterization (materials science); Nanotechnology; Modulation (music); Phase transition; Chemistry; Phase (matter); Biophysics; Materials science; Physics; Biology; Condensed matter physics; Organic chemistry","score_opus":0.01586817841950808,"score_gpt":0.2807850218569988,"score_spread":0.26491684343749067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282930142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955201,0.000047158657,0.0041435654,0.0000811312,0.000021183427,0.000108315355,0.00006755139,0.0000039616802,0.0000070075935],"genre_scores_gemma":[0.999264,0.000019644269,0.000084762454,0.00013069893,0.000034479704,0.0000054302836,0.00042008676,0.000009266332,0.000031640182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995095,0.00006470194,0.00009036119,0.00014260448,0.00010427062,0.00008856877],"domain_scores_gemma":[0.9998106,0.0000031203283,0.000038321436,0.00009152587,0.000025376075,0.000031050142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000078657264,0.00005664978,0.00006716692,0.000043440232,0.00008449347,0.0000084199255,0.000037528793,0.000028076109,0.000009422071],"category_scores_gemma":[0.00000804036,0.000059602084,0.000027782822,0.000079575504,0.00003211712,0.0000028364543,0.000028646695,0.00004622899,3.249232e-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":[0.00016168402,0.0001388832,0.000046982423,0.0000126319665,0.000013030265,0.0000020590574,0.000051417697,0.00004024579,0.99815935,0.000059160076,0.000004283693,0.0013102912],"study_design_scores_gemma":[0.000870319,0.0006111006,0.000504864,0.000005374342,0.0000063024163,0.0000069839025,0.000024352268,0.017858848,0.9798539,0.000021576776,0.0001779661,0.000058365375],"about_ca_topic_score_codex":0.000011268978,"about_ca_topic_score_gemma":2.215596e-7,"teacher_disagreement_score":0.018305384,"about_ca_system_score_codex":0.000008711078,"about_ca_system_score_gemma":0.000019474863,"threshold_uncertainty_score":0.24305025},"labels":[],"label_agreement":null},{"id":"W4282944259","doi":"10.1039/d1lc01084k","title":"Microfluidic device for single step measurement of protein C in plasma samples for sepsis prognosis","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","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":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Sepsis; Microfluidics; Chromatography; Materials science; Biology; Chemistry; Nanotechnology; Immunology","score_opus":0.17846338051262842,"score_gpt":0.3255049083063408,"score_spread":0.1470415277937124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282944259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898486,0.0021919583,0.000026628784,0.0024951424,0.000072666575,0.004897897,0.00020280105,0.0000293998,0.00023490856],"genre_scores_gemma":[0.9874136,0.00003273388,0.0032649043,0.00054191233,0.000037514612,0.008538375,0.00007250671,0.000035729627,0.000062721796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986653,0.00005592586,0.00032800587,0.00030994712,0.00038527916,0.0002555767],"domain_scores_gemma":[0.99931073,0.00018096673,0.00012007948,0.00020913039,0.00011706923,0.000062046565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043063986,0.00015577019,0.000359937,0.00014518303,0.000088732646,0.000008912021,0.000083951934,0.00003833475,0.000076551936],"category_scores_gemma":[0.00020475284,0.0001354426,0.00016528631,0.00020348486,0.000017773793,0.00001852907,0.00003411081,0.00007364382,0.0000022864137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007102722,0.029838663,0.23754315,0.0030762362,0.0013429285,0.000032258427,0.0021442443,0.0000234575,0.59377384,0.0029256293,0.031522796,0.09067409],"study_design_scores_gemma":[0.010003628,0.0067155263,0.018476743,0.0005375495,0.00026914623,0.000005893241,0.00057945505,0.00007195119,0.8512174,0.00014630977,0.11175898,0.00021746292],"about_ca_topic_score_codex":0.00013461208,"about_ca_topic_score_gemma":0.00012725627,"teacher_disagreement_score":0.25744352,"about_ca_system_score_codex":0.00039056194,"about_ca_system_score_gemma":0.0001029583,"threshold_uncertainty_score":0.55231893},"labels":[],"label_agreement":null},{"id":"W4284673114","doi":"10.1039/d2lc00388k","title":"Highly accurate multiprotein detection on a digital ELISA platform","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","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 Saskatchewan","funders":"Jiangsu Provincial Key Research and Development Program; Project on Maternal and Child Health Talents of Jiangsu Province","keywords":"Multiprotein complex; Computer science; Computational biology; Biology; Genetics","score_opus":0.011911326090833875,"score_gpt":0.2522677858359743,"score_spread":0.24035645974514044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284673114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689317,0.000021960434,0.00053128705,0.00013835014,0.00007804012,0.00017043152,0.00007787104,0.000086339416,0.002002531],"genre_scores_gemma":[0.9976577,0.000012357682,0.00023080742,0.0006960605,0.00012745608,0.000040053328,0.00015778623,0.000019658417,0.0010580784],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991431,0.00002773081,0.00013653585,0.0003360909,0.0001756641,0.00018084006],"domain_scores_gemma":[0.999538,0.000009962016,0.00008369347,0.00029868894,0.000024780637,0.00004487866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009286261,0.00014549828,0.0001058333,0.00006391139,0.00020536299,0.000037253107,0.00012417803,0.00006793863,0.0000054838038],"category_scores_gemma":[0.000056148005,0.00012572035,0.0001014502,0.00013651884,0.000030335228,0.0000045154316,0.00010306887,0.00017002519,0.000010687262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058009586,0.00017488634,0.0000754979,0.0000042030497,0.00004507434,0.000010368042,0.0000192553,0.00011796313,0.9319297,0.00009116172,0.00041811727,0.066533655],"study_design_scores_gemma":[0.00033466553,0.0010503003,0.00019926722,0.0000063654215,0.000007770692,0.000011929511,0.000048916696,0.00017249078,0.94409513,0.00014289837,0.053737648,0.00019261094],"about_ca_topic_score_codex":0.000008278802,"about_ca_topic_score_gemma":0.000014918345,"teacher_disagreement_score":0.06634104,"about_ca_system_score_codex":0.000041266023,"about_ca_system_score_gemma":0.000014900535,"threshold_uncertainty_score":0.5126727},"labels":[],"label_agreement":null},{"id":"W4289827139","doi":"10.1039/d2lc00572g","title":"Automated device for multi-stage paper-based assays enabled by an electroosmotic pumping valve","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Canadian Institute for Advanced Research","funders":"Israel Science Foundation; Canadian Institute for Advanced Research","keywords":"Microfluidics; Leverage (statistics); Materials science; Computer science; Optoelectronics; Nanotechnology","score_opus":0.030426397442367054,"score_gpt":0.2695995231579693,"score_spread":0.23917312571560226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289827139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838521,0.00010055622,0.01134826,0.0002498989,0.00029817218,0.0005184663,0.00017580102,0.0026388725,0.0008178817],"genre_scores_gemma":[0.9979586,0.00000244234,0.0007271866,0.0006722798,0.0000411311,0.00008319737,0.00009598596,0.00005563912,0.00036356627],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990623,0.00006096245,0.00016934746,0.00022670782,0.00014357365,0.00033709957],"domain_scores_gemma":[0.9996158,0.00006989894,0.000028654302,0.000179899,0.000016440226,0.00008930403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019230621,0.00015506246,0.0001623881,0.00007262713,0.00019959235,0.000045254987,0.000112436595,0.00006300011,0.00016508563],"category_scores_gemma":[0.000034598957,0.000159622,0.000106996944,0.0002472996,0.000008656244,0.000065024054,0.000012150818,0.00024763553,0.000014590572],"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":[0.00011481299,0.00049669057,0.00012304938,0.00034480845,0.00017501067,0.00001362103,0.00014891362,0.21233,0.7792569,0.0011482859,0.0021536932,0.0036942638],"study_design_scores_gemma":[0.0008065457,0.00026448703,0.00040234087,0.000010253207,0.000025699754,9.804054e-7,0.000028496956,0.93847543,0.0490137,0.00003655614,0.010731668,0.00020384377],"about_ca_topic_score_codex":0.000024658595,"about_ca_topic_score_gemma":0.00002830527,"teacher_disagreement_score":0.73024315,"about_ca_system_score_codex":0.00014921477,"about_ca_system_score_gemma":0.000014555351,"threshold_uncertainty_score":0.6509196},"labels":[],"label_agreement":null},{"id":"W4292313630","doi":"10.1039/d2lc00397j","title":"Recent advances in microfluidics-based cell migration research","year":2022,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":36,"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":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China; University of Manitoba","keywords":"Microfluidics; Nanotechnology; Engineering; Biochemical engineering; Computational biology; Biology; Computer science; Materials science","score_opus":0.11777210929497131,"score_gpt":0.4078617987147303,"score_spread":0.290089689419759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292313630","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":[0.000031717416,0.9875837,0.000014868047,0.0000893979,0.00038809064,0.00072753336,0.000034296758,0.00013456357,0.010995834],"genre_scores_gemma":[0.000010196733,0.99860215,0.00013907188,0.000026765427,0.00012918531,0.00046990908,0.00020476978,0.00009946932,0.0003184677],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965379,0.0007140984,0.00050651736,0.00044571297,0.0011316175,0.00066415215],"domain_scores_gemma":[0.9977009,0.0015203761,0.000047822865,0.0005443999,0.000040275067,0.00014619443],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002429553,0.00028285087,0.0006489991,0.0009682279,0.000090800146,0.000059949332,0.0007046,0.0002591928,0.0013637382],"category_scores_gemma":[0.00060249056,0.00025880884,0.00013798899,0.0019077305,0.00008106033,0.00004333049,0.00014361023,0.002588275,0.0004505801],"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":[0.000005497827,0.0000687136,0.0000029006915,0.0104773855,0.0000063501825,0.00002852791,0.000025042753,0.00005387247,0.000012956008,0.000035741075,0.003972153,0.98531085],"study_design_scores_gemma":[0.00015062814,0.00007602481,0.0000019861882,0.0029757477,0.000008245465,0.0000010369481,0.000007711634,0.0002592596,0.00013053314,0.00003828065,0.99612904,0.00022148345],"about_ca_topic_score_codex":0.000012647355,"about_ca_topic_score_gemma":0.00003467652,"teacher_disagreement_score":0.9921569,"about_ca_system_score_codex":0.0008976366,"about_ca_system_score_gemma":0.00034842422,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W4293784364","doi":"10.1039/d2lc00641c","title":"A similarity scaling approach for organ-on-chip devices","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Stiftung Charité; Deutsche Forschungsgemeinschaft","keywords":"Similarity (geometry); Organ-on-a-chip; Computer science; Scaling; Similitude; Computational biology; Matching (statistics); Chip; Artificial intelligence; Biology; Medicine; Microfluidics; Nanotechnology; Pathology; Mathematics","score_opus":0.037920911393318366,"score_gpt":0.2870989633902491,"score_spread":0.24917805199693072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293784364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9357427,0.00022280392,0.011977222,0.0010686032,0.0006653723,0.0010220227,0.00013556279,0.0010042185,0.0481615],"genre_scores_gemma":[0.9932462,0.000005110596,0.0053568287,0.0005813291,0.00020134871,0.00021295351,0.000043760243,0.000060190407,0.00029229626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984393,0.00007244118,0.00018322648,0.00029199937,0.00055958057,0.00045345997],"domain_scores_gemma":[0.99904525,0.00044259432,0.000022463213,0.00032392747,0.000023722663,0.00014203324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008336891,0.00015081656,0.00017512772,0.00013582052,0.00024989332,0.00005327549,0.00044441075,0.00007056645,0.00029346257],"category_scores_gemma":[0.00037745523,0.00014595794,0.00007384998,0.00039062457,0.00003825361,0.00002795599,0.00016188496,0.00065846764,0.000041195577],"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":[0.0016981727,0.0041290284,0.025895288,0.008685783,0.0013644582,0.00016906661,0.009525356,0.42562744,0.04069498,0.06805203,0.096183494,0.3179749],"study_design_scores_gemma":[0.0026577853,0.0006513041,0.012056847,0.000117835734,0.000038152193,0.00001755921,0.00056661846,0.7404066,0.018562987,0.0029657108,0.2208723,0.0010862958],"about_ca_topic_score_codex":0.000010634758,"about_ca_topic_score_gemma":0.0000023864363,"teacher_disagreement_score":0.3168886,"about_ca_system_score_codex":0.0001337173,"about_ca_system_score_gemma":0.000033102235,"threshold_uncertainty_score":0.59519917},"labels":[],"label_agreement":null},{"id":"W4295254412","doi":"10.1039/d2lc00570k","title":"Transcriptomic analysis of 3D vasculature-on-a-chip reveals paracrine factors affecting vasculature growth and maturation","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","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":"Concordia University","funders":"Hong Kong University of Science and Technology; Research Grants Council, University Grants Committee; Seoul National University","keywords":"Paracrine signalling; Transcriptome; Cell biology; Biology; Gene expression; Gene; Genetics; Receptor","score_opus":0.010480005853053843,"score_gpt":0.24509001921431894,"score_spread":0.2346100133612651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295254412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975168,0.0013915255,0.00009053554,0.00007789702,0.00013495328,0.00017445645,0.0001134148,0.0000126380655,0.0004877872],"genre_scores_gemma":[0.9986789,0.00016325293,0.00011715564,0.00035682888,0.000102618804,0.000019202089,0.00040108396,0.000023748613,0.0001371989],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99883765,0.00014903172,0.00020733677,0.0003989236,0.0002260714,0.00018100989],"domain_scores_gemma":[0.99943596,0.000034933335,0.00012981474,0.0003088864,0.000036333025,0.00005407068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020358532,0.0001896509,0.00030459842,0.00014023906,0.00015999495,0.000019531375,0.00012274846,0.00011019974,0.000047235015],"category_scores_gemma":[0.000043096054,0.0001612834,0.0003181549,0.0003897677,0.00003333371,0.0000039450388,0.00004680517,0.0001620539,4.0803596e-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":[0.0006687722,0.00022841341,0.08136398,0.00012502824,0.002902484,0.0000044064996,0.00080964627,0.0046617137,0.90580064,0.0013918659,0.00054031087,0.0015027578],"study_design_scores_gemma":[0.0014415283,0.0009340429,0.78546804,0.000038548395,0.0014102726,0.000008852642,0.0004202051,0.0005912789,0.20685008,0.000092082555,0.0021154247,0.00062965474],"about_ca_topic_score_codex":0.00003674106,"about_ca_topic_score_gemma":0.000028536877,"teacher_disagreement_score":0.70410407,"about_ca_system_score_codex":0.00001923932,"about_ca_system_score_gemma":0.00001844583,"threshold_uncertainty_score":0.65769464},"labels":[],"label_agreement":null},{"id":"W4302761437","doi":"10.1039/d2lc00596d","title":"D-CryptO: deep learning-based analysis of colon organoid morphology from brightfield images","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","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":"McGill University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Organoid; Artificial intelligence; Deep learning; Computer science; Biology; Computer vision; Biomedical engineering; Medicine; Cell biology","score_opus":0.010644791176936065,"score_gpt":0.2561997886176152,"score_spread":0.24555499744067916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302761437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952785,0.00055056554,0.0005254259,0.0010152364,0.00015754563,0.0001372139,0.00013416127,0.000040832507,0.002160524],"genre_scores_gemma":[0.99581337,0.00003489164,0.00053025177,0.002089008,0.00005306089,0.000024225945,0.00030938117,0.000018271978,0.0011275676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998941,0.0001304009,0.00021143451,0.0002778138,0.00026776383,0.00017157783],"domain_scores_gemma":[0.9992656,0.00016523314,0.00013580213,0.000310701,0.00004495058,0.00007768039],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015363838,0.00011238286,0.0004697829,0.00026870254,0.000085796935,0.0000056637145,0.00009986143,0.000044781842,0.015347678],"category_scores_gemma":[0.000060638205,0.00010217339,0.00021118777,0.00079349626,0.000048311194,0.000010496669,0.000049506067,0.00032098583,0.000020069852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0066929176,0.00278228,0.19557007,0.00017398786,0.0066368557,0.00090881804,0.0023061035,0.03100502,0.69085675,0.00051979715,0.014463588,0.048083805],"study_design_scores_gemma":[0.009564735,0.004503717,0.25216967,0.000044620254,0.0099843005,0.000018449258,0.0009780914,0.007718459,0.54910564,0.00016232861,0.16510493,0.0006450619],"about_ca_topic_score_codex":0.0012480082,"about_ca_topic_score_gemma":0.00019958918,"teacher_disagreement_score":0.15064134,"about_ca_system_score_codex":0.0000683141,"about_ca_system_score_gemma":0.0000701586,"threshold_uncertainty_score":0.98555243},"labels":[],"label_agreement":null},{"id":"W4309162880","doi":"10.1039/d2lc00798c","title":"Ultrathroughput immunomagnetic cell sorting platform","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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 Toronto","funders":"","keywords":"Sorting; Computer science; Computational biology; Chemistry; Biology; Algorithm","score_opus":0.011284528665919022,"score_gpt":0.18597155955885103,"score_spread":0.174687030892932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309162880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968531,0.0016250353,0.00011120594,0.00010120928,0.0003339913,0.000094003044,0.000010623185,0.0011973478,0.027995562],"genre_scores_gemma":[0.9984658,0.00010107601,0.0005908663,0.00015045026,0.000033568154,0.000010936538,0.000009641759,0.000027198792,0.00061046367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993262,0.000008192556,0.00015647411,0.00013810475,0.000121958765,0.00024903016],"domain_scores_gemma":[0.9996687,0.000028415778,0.000026001313,0.00025190884,0.0000056784806,0.00001928912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009093818,0.00012381666,0.000113926006,0.00006194427,0.00016542437,0.000022499873,0.0001948945,0.000048640693,0.00018157417],"category_scores_gemma":[0.000011224194,0.00012063666,0.00004539527,0.00017287824,0.000027280026,0.00002977431,0.000079674086,0.00032645982,0.00008158976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023635705,0.000085528234,0.00026425582,0.00007191031,0.000021373286,0.000064949956,0.00082362717,0.0015384193,0.9399258,0.0026314915,0.0252381,0.029310936],"study_design_scores_gemma":[0.0011004274,0.0006809827,0.0013650947,0.000039109582,0.000027780348,0.00010194024,0.0023838817,0.0058811093,0.8349597,0.002983763,0.14962298,0.00085325097],"about_ca_topic_score_codex":0.000013145515,"about_ca_topic_score_gemma":0.0000012277864,"teacher_disagreement_score":0.12438488,"about_ca_system_score_codex":0.00006914724,"about_ca_system_score_gemma":0.000009961784,"threshold_uncertainty_score":0.49194202},"labels":[],"label_agreement":null},{"id":"W4310460856","doi":"10.1039/d2lc00764a","title":"Integrating machine learning and digital microfluidics for screening experimental conditions","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":37,"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; Montreal Neurological Institute and Hospital; University of Toronto; University of New Brunswick; Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Microfluidics; Digital microfluidics; Set (abstract data type); Computer science; Yield (engineering); Biochemical engineering; Machine learning; Ideal (ethics); Artificial intelligence; Biological system; Nanotechnology; Engineering; Materials science; Biology","score_opus":0.00900854229006134,"score_gpt":0.23104872749766564,"score_spread":0.2220401852076043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310460856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98695755,0.006988863,0.0033891934,0.00013817004,0.00009461003,0.00016986423,0.00013894399,0.0010873276,0.001035483],"genre_scores_gemma":[0.9982941,0.00004163394,0.0010353588,0.0000628512,0.000024752113,0.00010031374,0.000119235054,0.00003543441,0.00028633384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994584,0.000011336031,0.000113171125,0.00014380016,0.00006610009,0.00020720408],"domain_scores_gemma":[0.99978966,0.00008594621,0.000020952144,0.00007100347,0.000006849855,0.00002557753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007830663,0.00011711212,0.000105117826,0.0000861211,0.00037543062,0.000056614954,0.000083125604,0.00003126835,0.000024079898],"category_scores_gemma":[0.000054192456,0.00012461496,0.00003723052,0.00009702505,0.000030344092,0.00005391649,0.00007121786,0.00034633992,0.0000016636541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016141646,0.000026746206,0.0007523928,0.000016943466,0.000033924145,0.0000040895325,0.00048618222,0.00012072886,0.97530615,0.0024465274,0.0025869939,0.018203204],"study_design_scores_gemma":[0.0007699465,0.0005247468,0.00004594134,0.000034501718,0.000010281622,0.00006678355,0.0034145252,0.0041452516,0.8805219,0.00028148736,0.1098812,0.00030344867],"about_ca_topic_score_codex":0.000005073491,"about_ca_topic_score_gemma":4.5754874e-7,"teacher_disagreement_score":0.10729421,"about_ca_system_score_codex":0.00004908258,"about_ca_system_score_gemma":0.0000054426355,"threshold_uncertainty_score":0.50816506},"labels":[],"label_agreement":null},{"id":"W4311356051","doi":"10.1039/d2lc00775d","title":"Bending <i>Drosophila</i> larva using a microfluidic device enables imaging of its brain and nervous system at single neuronal resolution","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","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":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Microfluidics; Larva; Neuron; Biology; Calcium imaging; Biophysics; Anatomy; Confocal; Drosophila (subgenus); Biomedical engineering; Materials science; Nanotechnology; Physics; Neuroscience; Optics; Calcium; Ecology; Medicine","score_opus":0.04851569696562356,"score_gpt":0.27620579502028236,"score_spread":0.2276900980546588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311356051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99753076,0.00073597045,0.000003419092,0.0005317037,0.00024326089,0.00022996364,0.00008216383,0.000063509455,0.00057924504],"genre_scores_gemma":[0.99781823,0.000033652326,0.000010866852,0.001915805,0.000055972643,0.000015961905,0.000006905419,0.00002501819,0.000117587464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99762464,0.0009777129,0.00023675033,0.0005337466,0.00021280072,0.00041434425],"domain_scores_gemma":[0.99901533,0.0005371789,0.00013886238,0.00021981078,0.00002321805,0.00006561825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035716372,0.00015401683,0.00021905884,0.00016227421,0.00086692965,0.000020798765,0.0002620154,0.00004010318,0.00003230593],"category_scores_gemma":[0.00023936889,0.00015555907,0.000051577084,0.0003614846,0.00019876745,0.00011448819,0.00056041236,0.00037043332,0.000009542395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002310607,0.000078389145,0.00077542826,0.000103604674,0.0000033606434,0.00006305529,0.00012346801,0.000121632846,0.9961856,0.0019109751,0.0003365336,0.000066875975],"study_design_scores_gemma":[0.00053720945,0.00037921485,0.002066435,0.00006371432,0.000010502696,0.0006342638,0.00006585416,0.0029505403,0.9915565,0.00008405418,0.0014847902,0.00016688443],"about_ca_topic_score_codex":0.000019710878,"about_ca_topic_score_gemma":0.0000015848167,"teacher_disagreement_score":0.0046290793,"about_ca_system_score_codex":0.00012842764,"about_ca_system_score_gemma":0.00004479832,"threshold_uncertainty_score":0.66678095},"labels":[],"label_agreement":null},{"id":"W4312066507","doi":"10.1039/d1lc01115d","title":"Wettability effect on oil recovery using rock-structured microfluidics","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Alberta Innovates","keywords":"Wetting; Microfluidics; Enhanced oil recovery; Emulsion; Displacement (psychology); Materials science; Petroleum engineering; Porosity; Porous medium; Nanotechnology; Chemical engineering; Composite material; Geology; Engineering","score_opus":0.008186781764903577,"score_gpt":0.2256253310888524,"score_spread":0.21743854932394882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312066507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882093,0.00022910532,0.0004949234,0.000022705975,0.00095794705,0.00014252962,0.00008755059,0.00094471645,0.008911207],"genre_scores_gemma":[0.99815685,0.00004629996,0.00092615,0.00033517464,0.000099415345,0.000072387724,0.00002377361,0.00008565039,0.00025428223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869543,0.00016081089,0.00021980614,0.00032048833,0.00028182266,0.0003216105],"domain_scores_gemma":[0.999161,0.00021550267,0.000042541185,0.00050505716,0.0000132059695,0.0000626624],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000313591,0.0002557412,0.00027013532,0.00013348919,0.00015656734,0.000030225367,0.00024105841,0.00009430729,0.00026680963],"category_scores_gemma":[0.000092407434,0.0002664875,0.00012986918,0.00028362733,0.000012839574,0.0000724038,0.00008320147,0.0006083963,0.000029058641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035991293,0.00007823402,0.00068120955,0.00029516988,0.00008018316,0.000031175987,0.00017960691,0.075144224,0.81205887,0.00019557557,0.005651218,0.10524461],"study_design_scores_gemma":[0.0004824896,0.00079268374,0.0009854628,0.00008052529,0.000022294787,0.000021411128,0.00001112303,0.0042758966,0.96816057,0.0010505458,0.02362227,0.00049475464],"about_ca_topic_score_codex":0.000018880932,"about_ca_topic_score_gemma":0.000005658984,"teacher_disagreement_score":0.15610166,"about_ca_system_score_codex":0.00062809756,"about_ca_system_score_gemma":0.00002229106,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W4315621399","doi":"10.1039/d2lc00573e","title":"A review on microrobots driven by optical and magnetic fields","year":2023,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":104,"is_retracted":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; SickKids Foundation; Hospital for Sick Children","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Optical tweezers; Magnetic field; Nanotechnology; Engineering; Mechanical engineering; Computer science; Physics; Materials science; Optics","score_opus":0.03456179113081215,"score_gpt":0.3112016428909107,"score_spread":0.27663985176009853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315621399","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":[0.0000059478543,0.9929472,0.000016600727,0.00015453795,0.00013417893,0.00066196016,0.0001441451,0.000033965523,0.005901471],"genre_scores_gemma":[0.000005211713,0.9943902,0.000098161276,0.00056021096,0.00023538822,0.000065964305,0.00024354315,0.00006125973,0.004340043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869543,0.000090923895,0.0003843876,0.00042531645,0.000110944515,0.00029297083],"domain_scores_gemma":[0.9991351,0.00020308596,0.00013458826,0.00038725513,0.000014679244,0.00012531765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010193279,0.00039072995,0.001170329,0.000056284633,0.00005649462,0.000043617092,0.00022000434,0.00015630649,0.00037391097],"category_scores_gemma":[0.000011329698,0.0002962112,0.0002968298,0.00018604143,0.000035752968,0.000013138911,0.0000915042,0.00051772816,0.0010645234],"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":[0.0000021659137,0.00009276261,0.000004409373,0.025599694,0.00008900539,0.000006718906,0.000009987026,4.1686587e-7,8.6440764e-7,0.0025431162,0.078449085,0.89320177],"study_design_scores_gemma":[0.0001360423,0.00013776538,0.0000017963497,0.053681657,0.00040193353,0.0000026974387,0.0000012009787,0.0000021472074,0.0000018093122,0.000101481215,0.9452322,0.0002992496],"about_ca_topic_score_codex":0.000012748217,"about_ca_topic_score_gemma":0.0000011468869,"teacher_disagreement_score":0.8929025,"about_ca_system_score_codex":0.000018152488,"about_ca_system_score_gemma":0.000063853535,"threshold_uncertainty_score":0.999949},"labels":[],"label_agreement":null},{"id":"W4318754007","doi":"10.1039/d2lc00878e","title":"3D-printed capillaric ELISA-on-a-chip with aliquoting","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":48,"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; McGill Genome Centre","funders":"Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Pipette; Chromatography; Nitrocellulose; Capillary action; Chip; Substrate (aquarium); Chemistry; Detection limit; Conjugate; Microfluidics; Capillary electrophoresis; Pulmonary surfactant; Reagent; Nanotechnology; Materials science; Membrane; Computer science","score_opus":0.01223828925837233,"score_gpt":0.2130509465623353,"score_spread":0.20081265730396297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318754007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873247,0.00001699021,0.00017255914,0.0002537212,0.00022038366,0.00008646385,0.000006022808,0.00096696464,0.019544432],"genre_scores_gemma":[0.9984792,0.000027202761,0.000106114254,0.00021656047,0.00015747109,0.0000064222,0.0000071571926,0.000043109107,0.000956749],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992335,0.000017500584,0.0001237485,0.00018471666,0.00016715251,0.00027338162],"domain_scores_gemma":[0.99962914,0.00006596811,0.000016541753,0.00019137326,0.000017537026,0.000079446196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000902742,0.00014755277,0.0001369308,0.00011994731,0.00006403715,0.000036882462,0.000072681636,0.0000806683,0.00006099318],"category_scores_gemma":[0.000033425313,0.00011563802,0.00004315459,0.0005132136,0.00001802696,0.000027445543,0.000014254158,0.0002629197,0.0008197731],"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":[0.000899339,0.00058978493,0.011357185,0.0016850164,0.0017053235,0.0010834138,0.0038066609,0.48912016,0.2152348,0.05926394,0.027734922,0.18751945],"study_design_scores_gemma":[0.0021738496,0.0009302548,0.0785594,0.0007285126,0.000113520975,0.00004274332,0.0003318818,0.7841296,0.100637674,0.0011631587,0.029674457,0.001514917],"about_ca_topic_score_codex":0.000018040297,"about_ca_topic_score_gemma":0.000027288648,"teacher_disagreement_score":0.29500946,"about_ca_system_score_codex":0.00003617126,"about_ca_system_score_gemma":0.0000047347353,"threshold_uncertainty_score":0.9999582},"labels":[],"label_agreement":null},{"id":"W4318755528","doi":"10.1039/d2lc00693f","title":"A microfluidic plasma separation device combined with a surface plasmon resonance biosensor for biomarker detection in whole blood","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"University of Waterloo","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Whole blood; Surface plasmon resonance; Biomarker; Microfluidics; Point of care; Biosensor; Chromatography; Lab-on-a-chip; Detection limit; Analyte; Blood plasma; Chemistry; Nanotechnology; Materials science; Medicine; Immunology; Pathology; Nanoparticle; Biochemistry","score_opus":0.015659504063079338,"score_gpt":0.23730557885840886,"score_spread":0.22164607479532952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318755528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833566,0.00012729084,0.00019111355,0.0002062521,0.00014034049,0.00037504002,0.000036053712,0.00040818722,0.00018005153],"genre_scores_gemma":[0.9991075,0.00009520049,0.00012561267,0.00004065509,0.000029708328,0.000042991276,0.000024600447,0.00004376283,0.000489988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991044,0.000029016393,0.00019730661,0.0002564083,0.00012505165,0.00028781907],"domain_scores_gemma":[0.99962777,0.00011200421,0.000028500166,0.00014820298,0.00003039115,0.000053144828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014455632,0.0001728331,0.0001771595,0.00015639425,0.00006957978,0.00003960547,0.00005649516,0.00013328367,0.0000028785087],"category_scores_gemma":[0.000030404612,0.00015511902,0.000046735742,0.0008576574,0.00002131511,0.00007436211,0.0000080226555,0.00014121106,0.00009744568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009326093,0.0000916237,0.00045992312,0.00016613655,0.000054984004,0.00001927792,0.00014016317,0.0031276527,0.9875977,0.000097175056,0.0012907567,0.006022022],"study_design_scores_gemma":[0.0025728145,0.0005670003,0.013919823,0.0001466094,0.000032464122,0.000008681465,0.00004690057,0.28791186,0.68324983,0.00006675003,0.011178247,0.00029900513],"about_ca_topic_score_codex":0.000022807608,"about_ca_topic_score_gemma":0.0003454404,"teacher_disagreement_score":0.30434784,"about_ca_system_score_codex":0.000051684205,"about_ca_system_score_gemma":0.000008427934,"threshold_uncertainty_score":0.632557},"labels":[],"label_agreement":null},{"id":"W4320018327","doi":"10.1039/d2lc01033j","title":"The 2D microfluidics cookbook – modeling convection and diffusion in plane flow devices","year":2023,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Centre Hospitalier de l’Université de Montréal; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Flow (mathematics); Diffusion; Plane (geometry); Convection; Nanotechnology; Engineering; Mechanics; Computer science; Materials science; Physics; Mathematics; Geometry; Thermodynamics","score_opus":0.03798726416146096,"score_gpt":0.28239182722544226,"score_spread":0.24440456306398128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320018327","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":[0.00030514094,0.9898725,0.0073562604,0.000022022437,0.00042965348,0.00066646666,0.00004795423,0.0004758101,0.0008241802],"genre_scores_gemma":[0.0002917587,0.9986402,0.000077185745,0.00006299723,0.00012157415,0.00011550098,0.0002976412,0.0000953084,0.00029783085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867594,0.000047692694,0.0005958027,0.0002688693,0.00014627315,0.0002654428],"domain_scores_gemma":[0.9994455,0.0001385394,0.00009161831,0.00025991388,0.00004088952,0.000023544964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049060903,0.00034661032,0.0005723328,0.00028926253,0.00012478618,0.000066804685,0.00018530434,0.00030875168,0.000005231742],"category_scores_gemma":[0.000031750013,0.00025290664,0.00006213905,0.0006627813,0.00004625513,0.000049126626,0.00006518905,0.0006207566,0.000048567523],"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":[0.000007232,0.000011036011,0.0000024640872,0.0052992413,0.00006114857,0.000009997934,0.000111350906,0.000018930034,0.00029115914,0.002754012,0.0020978483,0.9893356],"study_design_scores_gemma":[0.00016602645,0.000029300701,0.0000025522359,0.0075530275,0.000054421587,0.000023102435,0.000030978143,0.012763392,0.00023895591,0.00033055674,0.9784463,0.00036140563],"about_ca_topic_score_codex":0.000013175307,"about_ca_topic_score_gemma":0.0000065922673,"teacher_disagreement_score":0.98897415,"about_ca_system_score_codex":0.00019840494,"about_ca_system_score_gemma":0.000041273674,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W4320857191","doi":"10.1039/d2lc00020b","title":"Lab on a chip for a low-carbon future","year":2023,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":39,"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":"Office of Energy Efficiency; Geothermal Technologies Office; Division of Chemical, Bioengineering, Environmental, and Transport Systems; Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; American Chemical Society Petroleum Research Fund; Office of Science; Norges Forskningsråd; Canada Research Chairs; New Jersey Water Resources Research Institute; University of Texas at Austin; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; Water Resources Research Institute, North Carolina State University","keywords":"Carbon fibers; Chip; Carbon sequestration; Extraction (chemistry); Environmental remediation; Bioenergy; Geothermal gradient; Filtration (mathematics); Waste management; Environmental science; Lab-on-a-chip; Process engineering; Nanotechnology; Engineering; Chemistry; Computer science; Materials science; Biofuel; Carbon dioxide; Telecommunications; Physics; Chromatography; Ecology; Contamination","score_opus":0.05175334878490023,"score_gpt":0.3331704543482358,"score_spread":0.28141710556333555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320857191","genre_codex":"other","genre_gemma":"review","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":[0.0010258976,0.47861934,0.000026304962,0.00538457,0.008397334,0.008158964,0.00073053973,0.0012900248,0.496367],"genre_scores_gemma":[0.00018014827,0.94793385,0.00011109072,0.0015658215,0.0012313839,0.00081841135,0.00030246263,0.000081537495,0.047775317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983941,0.00011520647,0.000352554,0.0005574352,0.00025508052,0.00032563537],"domain_scores_gemma":[0.9990009,0.00023679924,0.00020580852,0.00044825953,0.0000071939007,0.00010103145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021395463,0.00035727196,0.0005835054,0.00009024764,0.00013364304,0.00005087978,0.00031139023,0.00030541627,0.0018015784],"category_scores_gemma":[0.00010700384,0.00026492073,0.00036537682,0.0003619808,0.000052030347,0.000038290185,0.0000840249,0.00051008334,0.004258894],"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":[0.000061059036,0.00035748412,0.000011093326,0.0025532183,0.00011073575,0.000044708246,0.0002575725,0.000041924268,0.0000052789887,0.008744844,0.0309727,0.9568394],"study_design_scores_gemma":[0.00014850347,0.00020656956,0.00007406771,0.0016296481,0.00007736113,0.00001046394,0.00001877144,0.00004574471,0.0000022732243,0.00047967592,0.99702466,0.0002822464],"about_ca_topic_score_codex":0.000059843776,"about_ca_topic_score_gemma":0.00044408132,"teacher_disagreement_score":0.966052,"about_ca_system_score_codex":0.00023793438,"about_ca_system_score_gemma":0.000042901047,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W4321380274","doi":"10.1039/d2lc00439a","title":"Acoustofluidics – changing paradigm in tissue engineering, therapeutics development, and biosensing","year":2023,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":64,"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; John Simon Guggenheim Memorial Foundation","keywords":"Microscale chemistry; Acoustic sensor; Computer science; Nanotechnology; Sound wave; Biocompatible material; Systems engineering; Engineering; Acoustics; Biomedical engineering; Materials science","score_opus":0.06272917672171392,"score_gpt":0.2852840239089683,"score_spread":0.22255484718725438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321380274","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":[0.0008498829,0.9962029,0.0003133113,0.000020398418,0.00039773114,0.0003643919,0.0000141355695,0.001730121,0.00010714497],"genre_scores_gemma":[0.0002453384,0.99816453,0.0010828364,0.000028481334,0.00008575842,0.000016619093,0.000037540613,0.00017908262,0.00015981389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998464,0.000021370175,0.0004593646,0.00035033858,0.00013549643,0.00056944025],"domain_scores_gemma":[0.9994315,0.00012243234,0.00006258039,0.0003264294,0.0000072280827,0.000049867263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023202576,0.0005416249,0.000949658,0.0008994589,0.000058731734,0.00006402249,0.00019948542,0.00055231206,0.0000021879773],"category_scores_gemma":[0.000027986434,0.00048369842,0.00006962533,0.0008574838,0.000038552298,0.00003057287,0.00011374962,0.0006060888,0.00011190189],"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":[7.248201e-7,0.000008697114,9.445538e-7,0.0062519284,0.0000920054,0.00010006702,0.00022899552,0.000018891798,0.00024281505,0.0002951695,0.00033515465,0.9924246],"study_design_scores_gemma":[0.00008929946,0.000014641859,0.0000031385507,0.009684757,0.00006811377,0.000047903337,0.000024257679,0.00042026828,0.0013366487,0.000021263251,0.9877414,0.0005483006],"about_ca_topic_score_codex":0.0000023866628,"about_ca_topic_score_gemma":0.000004346816,"teacher_disagreement_score":0.9918763,"about_ca_system_score_codex":0.00016797455,"about_ca_system_score_gemma":0.000047969137,"threshold_uncertainty_score":0.99976146},"labels":[],"label_agreement":null},{"id":"W4321456299","doi":"10.1039/d3lc90019c","title":"Introduction to <i>Lab on a Chip</i> Reviews issue","year":2023,"lang":"en","type":"editorial","venue":"Lab on a Chip","topic":"Scientific Computing and Data Management","field":"Decision Sciences","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":"Lab-on-a-chip; Chip; Engineering; Nanotechnology; Materials science; Telecommunications; Microfluidics","score_opus":0.0846452939933567,"score_gpt":0.38978812205989516,"score_spread":0.3051428280665385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321456299","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":[0.00012538064,0.00012600202,0.00024415643,0.011811862,0.97714835,0.00079790124,0.00039205686,0.00028782195,0.009066456],"genre_scores_gemma":[0.000012629776,0.00015108334,0.00032413064,0.0011855628,0.7981217,0.00006706877,0.0005065105,0.000050399736,0.19958094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895606,0.00068033603,0.0013159305,0.0029921972,0.0048197815,0.0006311742],"domain_scores_gemma":[0.9907068,0.003361308,0.0006481984,0.0046262043,0.00035160469,0.00030587806],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.015953988,0.000516371,0.000949272,0.0010632038,0.00035362513,0.0014708109,0.0028688002,0.00033842487,0.0010937732],"category_scores_gemma":[0.056446813,0.00037434825,0.00029619076,0.0033086543,0.00006128712,0.0001395427,0.0010356354,0.000922331,0.10688746],"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":[0.00006760728,0.00007163378,7.5828916e-7,0.000029568753,0.000012743474,0.000009178618,0.00018255257,0.0000959155,0.0000054417465,0.00018525693,0.87244296,0.12689637],"study_design_scores_gemma":[0.00024255438,0.00027582192,0.000022619286,0.00030139243,0.000025758809,3.7761097e-7,0.000067859895,0.00008078193,0.000021150212,0.00066998956,0.99789894,0.00039274184],"about_ca_topic_score_codex":0.000101944795,"about_ca_topic_score_gemma":0.0001491882,"teacher_disagreement_score":0.19051449,"about_ca_system_score_codex":0.00017804206,"about_ca_system_score_gemma":0.00011746234,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W4323338140","doi":"10.1039/d3lc00007a","title":"Compressive molding of engineered tissues <i>via</i> thermoresponsive hydrogel devices","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Montreal Neurological Institute and Hospital; McGill University","funders":"Breakthrough T1D Canada; Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Québec Consortium for Drug Discovery","keywords":"Organoid; Spheroid; Biofabrication; Molding (decorative); Materials science; Biomedical engineering; Matrigel; Nanotechnology; Tissue engineering; Cell culture; Chemistry; Cell; Cell biology; Composite material; Biology; Engineering","score_opus":0.02132902969813933,"score_gpt":0.28000108647086197,"score_spread":0.25867205677272265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323338140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993937,0.0002913877,0.0001902469,0.00012973965,0.00019246325,0.00016019777,0.000021350712,0.0005988508,0.004478725],"genre_scores_gemma":[0.9992048,0.00007341676,0.00030863562,0.00004660971,0.00008149813,0.000023553956,0.000014162832,0.000046739864,0.00020058105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879986,0.000039411774,0.00020930497,0.00017106663,0.0004223334,0.00035804667],"domain_scores_gemma":[0.99886906,0.00065921654,0.000030643092,0.00028297064,0.00004573234,0.0001123639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028282104,0.00014607304,0.00021663157,0.00023704665,0.000035451474,0.000016991371,0.00032427997,0.00009075677,0.00014989435],"category_scores_gemma":[0.00027142407,0.00013198465,0.000056148172,0.000623634,0.00006873529,0.000041181564,0.000095626216,0.00025257506,0.00036904233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016657243,0.0001271578,0.0024575791,0.0013250989,0.0005198553,0.00031340905,0.0041990457,0.054433092,0.82255787,0.0046716635,0.011278801,0.09794987],"study_design_scores_gemma":[0.00089488074,0.00016661949,0.02489483,0.0006184712,0.000021198352,0.000008681296,0.00020630614,0.24905786,0.70734227,0.001533082,0.01475221,0.00050359324],"about_ca_topic_score_codex":0.000017764418,"about_ca_topic_score_gemma":0.000003209705,"teacher_disagreement_score":0.19462477,"about_ca_system_score_codex":0.000028973685,"about_ca_system_score_gemma":0.000014695367,"threshold_uncertainty_score":0.5382178},"labels":[],"label_agreement":null},{"id":"W4327808064","doi":"10.1039/d2lc01130a","title":"Self-generated exclusion zone in a dead-end pore microfluidic channel","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","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 Calgary","funders":"Canada First Research Excellence Fund","keywords":"Microfluidics; Dead end; Channel (broadcasting); Nanotechnology; Materials science; Engineering; Flow (mathematics); Mechanics; Telecommunications; Physics","score_opus":0.012912815695566442,"score_gpt":0.2383694426750324,"score_spread":0.22545662697946597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327808064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971419,0.000759862,0.000009501641,0.0006459495,0.000072033676,0.00009623423,0.000022083726,0.000045154295,0.0012072715],"genre_scores_gemma":[0.9969069,0.00087092293,0.000023890867,0.0005383979,0.00024593266,0.000022271633,0.00034780608,0.000015353517,0.0010285288],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927235,0.00002612282,0.00011263896,0.0002718369,0.00008696054,0.0002301043],"domain_scores_gemma":[0.9997453,0.000012250497,0.000022435514,0.00014359351,0.000021647904,0.000054789332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062881634,0.00012397156,0.00012670973,0.000027691085,0.00005760384,0.00000834136,0.00009625259,0.000093695395,0.0000109320345],"category_scores_gemma":[0.000024461959,0.00010214594,0.000053549007,0.0002713549,0.000026486592,0.0000010497845,0.00016157958,0.00008817993,0.0000802099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000712917,0.00012597238,0.0002633621,0.00002167192,0.000023250239,0.000015266874,0.00010321795,0.0000041603685,0.98911643,0.00006301624,0.009192919,0.0009994151],"study_design_scores_gemma":[0.0006852138,0.00015963585,0.0034460465,0.000023806073,0.000006388818,0.0000025056227,0.000027229318,0.000107898784,0.9311133,0.00030152296,0.06393409,0.00019235017],"about_ca_topic_score_codex":0.00002947112,"about_ca_topic_score_gemma":0.000019242734,"teacher_disagreement_score":0.058003142,"about_ca_system_score_codex":0.0000122092315,"about_ca_system_score_gemma":0.000013675838,"threshold_uncertainty_score":0.41653907},"labels":[],"label_agreement":null},{"id":"W4327893426","doi":"10.1039/d3lc90031b","title":"Correction: Virtual microwells for digital microfluidic reagent dispensing and cell culture","year":2023,"lang":"en","type":"erratum","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Microfluidics; Nanotechnology; Computer science; Materials science","score_opus":0.00760874081217206,"score_gpt":0.2043570584711003,"score_spread":0.19674831765892825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327893426","genre_codex":"editorial","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":[0.10541529,0.27645475,0.006209192,0.0019423543,0.3767872,0.005950089,0.004174775,0.035879735,0.18718663],"genre_scores_gemma":[0.025649112,0.033811882,0.0001547799,0.00023797106,0.0023915858,0.000089488385,0.0017038087,0.00052334915,0.93543804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984753,0.000011966087,0.00030136673,0.0005227772,0.00014080768,0.0005477978],"domain_scores_gemma":[0.9993117,0.00011472321,0.0000775918,0.00037960144,0.000041765168,0.00007462065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009165061,0.0005093674,0.0004532497,0.00020822993,0.00015791066,0.0002312768,0.0002384477,0.000813102,0.000005358966],"category_scores_gemma":[0.00011422235,0.00048603577,0.0001585575,0.0002380579,0.00007887607,0.00006808243,0.00008625924,0.001144192,0.000109887],"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":[0.000015163119,0.000017666085,0.000004307344,0.00022819567,0.00006175464,0.000014734491,0.00022140688,0.0000024670258,0.06711592,0.00002451256,0.9197197,0.012574198],"study_design_scores_gemma":[0.00032238342,0.00026065446,0.000016722412,0.0005617517,0.000053598404,0.000034162545,0.00020875997,0.00005948299,0.13934454,0.000081445105,0.85853964,0.0005168606],"about_ca_topic_score_codex":0.0000074308587,"about_ca_topic_score_gemma":0.000008260569,"teacher_disagreement_score":0.7482514,"about_ca_system_score_codex":0.00014288632,"about_ca_system_score_gemma":0.000044937868,"threshold_uncertainty_score":0.99975914},"labels":[],"label_agreement":null},{"id":"W4328049742","doi":"10.1039/d2lc00854h","title":"Sonoprinting nanoparticles on cellular spheroids <i>via</i> surface acoustic waves for enhanced nanotherapeutics delivery","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Spheroid; Nanoparticle; Penetration (warfare); Nanotechnology; Materials science; Drug delivery; Polystyrene; Nanocarriers; Cell; Biophysics; Biomedical engineering; Chemistry; Composite material; Polymer; In vitro","score_opus":0.018464915221777154,"score_gpt":0.2160344679231068,"score_spread":0.19756955270132964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328049742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886241,0.00034523985,0.007781729,0.00016354561,0.00035584703,0.0002261029,0.000014262721,0.002198537,0.0002906422],"genre_scores_gemma":[0.9970461,0.0002970625,0.0019274172,0.00019721143,0.00006351496,0.000009324702,0.000008871299,0.000065510794,0.00038499502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989651,0.000015388603,0.00019974951,0.00024647167,0.00012940314,0.00044390865],"domain_scores_gemma":[0.99942166,0.00017496166,0.00003203884,0.00030671371,0.000027037971,0.000037580176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536069,0.00021337828,0.00019783834,0.000058357014,0.00011586456,0.000041972246,0.00017483898,0.00015055497,0.0000099074305],"category_scores_gemma":[0.000037517195,0.00019578445,0.000076277945,0.0002699984,0.000052845677,0.00003397739,0.000041232364,0.00015661446,0.00019342093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026146563,0.000022068445,0.000021127613,0.00006994764,0.000029030914,0.000005004305,0.00013552204,0.008047008,0.9766127,0.00017192356,0.0013567059,0.0135028185],"study_design_scores_gemma":[0.00032295028,0.000116954165,0.00005396425,0.00008156953,0.0000173371,8.466441e-7,0.0001674805,0.024338212,0.97118646,0.00051495474,0.0029602114,0.0002390866],"about_ca_topic_score_codex":0.0000040766017,"about_ca_topic_score_gemma":0.0000048507814,"teacher_disagreement_score":0.016291203,"about_ca_system_score_codex":0.0000468151,"about_ca_system_score_gemma":0.000010638585,"threshold_uncertainty_score":0.7983858},"labels":[],"label_agreement":null},{"id":"W4380360304","doi":"10.1039/d3lc00211j","title":"A vascularized crypt-patterned colon model for high-throughput drug screening and disease modelling","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Cells and Metastasis","field":"Medicine","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Crypt; Colorectal cancer; Inflammatory bowel disease; Stromal cell; Pathology; Medicine; Colitis; Epithelium; Cancer research; Immunology; Disease; Internal medicine; Cancer","score_opus":0.05310582731620565,"score_gpt":0.292027540955208,"score_spread":0.23892171363900233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380360304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76222026,0.0003441569,0.23243816,0.0036885806,0.00011520395,0.00079011155,0.00013203286,0.00016857721,0.00010289513],"genre_scores_gemma":[0.9777836,0.00024758786,0.016428586,0.0021148275,0.00018276034,0.00016306092,0.00015486515,0.000055667293,0.002869021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886554,0.000022805063,0.00018367953,0.00038732446,0.00023596936,0.00030470046],"domain_scores_gemma":[0.99923,0.000084529165,0.00005115302,0.00028487635,0.00004587286,0.00030352233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023828243,0.00016481776,0.00031912635,0.00010290052,0.00010997456,0.000031748365,0.00005461748,0.000043696687,0.000021601354],"category_scores_gemma":[0.00005168499,0.00014505176,0.0001400055,0.00017268295,0.000030539082,0.00005135643,0.00004590759,0.000120381555,0.000014097836],"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":[0.03424222,0.0016112013,0.0059591564,0.006988387,0.0023315717,0.0006728657,0.013314721,0.7236345,0.021810357,0.03505859,0.04955322,0.10482324],"study_design_scores_gemma":[0.0061653145,0.000093471186,0.00051259174,0.00023957566,0.00034540857,0.0000018793733,0.000052938536,0.98523575,0.0007543047,0.0040136143,0.0023885404,0.0001966239],"about_ca_topic_score_codex":0.00014703479,"about_ca_topic_score_gemma":0.000022279122,"teacher_disagreement_score":0.26160127,"about_ca_system_score_codex":0.00003255844,"about_ca_system_score_gemma":0.00008670364,"threshold_uncertainty_score":0.5915039},"labels":[],"label_agreement":null},{"id":"W4380450578","doi":"10.1039/d3lc00190c","title":"Robust fully controlled nanometer liquid layers for high resolution liquid-cell electron microscopy","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Nanometre; Materials science; Electron microscope; Resolution (logic); Nanotechnology; High resolution; Optoelectronics; Optics; Composite material; Physics; Computer science","score_opus":0.011529400434693084,"score_gpt":0.2985357479300288,"score_spread":0.2870063474953357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380450578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610976,0.000340704,0.035434995,0.00089051895,0.000087274,0.0012273098,0.000108656975,0.00017437089,0.00063859485],"genre_scores_gemma":[0.9814949,0.00051926955,0.008075942,0.0011783941,0.0002748301,0.0010980178,0.0009453117,0.00007832739,0.0063350066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860954,0.0000380309,0.0002477367,0.0004962044,0.000087338965,0.00052111864],"domain_scores_gemma":[0.9992982,0.00003055893,0.00011901976,0.00040502605,0.00007508311,0.0000720732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019479104,0.0002180276,0.00023454374,0.00008413136,0.00018665625,0.000025020203,0.00021394188,0.00019342157,0.000012604818],"category_scores_gemma":[0.0000402095,0.00020702442,0.00015095252,0.00021986497,0.000047374982,0.000004450603,0.000053543325,0.00012557427,0.00003822745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004380588,0.00007816106,0.0000023496982,0.000015360758,0.000023661916,4.167828e-7,0.000009273802,0.00028840257,0.98385894,0.0011081133,0.010171359,0.000063343316],"study_design_scores_gemma":[0.0021276304,0.0033165384,0.00001294452,0.00001041611,0.000020858683,0.0000015352675,0.000008093795,0.00008054672,0.91940117,0.00021239984,0.07458419,0.0002236974],"about_ca_topic_score_codex":0.000007660067,"about_ca_topic_score_gemma":0.000013486112,"teacher_disagreement_score":0.06445782,"about_ca_system_score_codex":0.000047008092,"about_ca_system_score_gemma":0.000066841254,"threshold_uncertainty_score":0.84422106},"labels":[],"label_agreement":null},{"id":"W4380901791","doi":"10.1039/d3lc00125c","title":"A competitive, bead-based assay combined with microfluidics for multiplexed toxin detection","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Centre for Bioengineering and Biotechnology, University of Waterloo; University of Waterloo; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Bead; Multiplexing; Magnetic bead; Toxin; Chromatography; Nanotechnology; Chemistry; Materials science; Engineering; Biochemistry; Electronic engineering","score_opus":0.014962689707053247,"score_gpt":0.23414212655771866,"score_spread":0.2191794368506654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380901791","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":[0.33599183,0.00004318881,0.6532521,0.00044475653,0.000468248,0.0015825796,0.00023457708,0.0037622491,0.0042204484],"genre_scores_gemma":[0.9959783,0.000004095821,0.0024453518,0.00043922855,0.00006330101,0.00028235817,0.000436126,0.00007560997,0.0002756274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990816,0.000022560698,0.00023457425,0.00022010216,0.00015111234,0.00029003248],"domain_scores_gemma":[0.9994095,0.00013179662,0.00004746355,0.00022593339,0.00015451048,0.0000308223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490213,0.0002098827,0.0001952828,0.00027867412,0.00010154593,0.000028503282,0.000118153854,0.00011258547,0.00001371225],"category_scores_gemma":[0.0000547869,0.00019382504,0.00004623401,0.001053376,0.00005664235,0.0000557125,0.000013315172,0.00018583552,0.000048562197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023893628,0.000038233877,0.00007376826,0.00009467431,0.000036872716,0.0000041265153,0.00008197103,0.00009748518,0.97158384,0.01556314,0.005481085,0.0067058587],"study_design_scores_gemma":[0.0015946104,0.00043336806,0.0008306958,0.00007967975,0.00001094136,0.0000019074575,0.000056678848,0.008256283,0.9515836,0.0002612354,0.03663958,0.00025137822],"about_ca_topic_score_codex":0.000004363726,"about_ca_topic_score_gemma":0.0000041932863,"teacher_disagreement_score":0.65998644,"about_ca_system_score_codex":0.00013507532,"about_ca_system_score_gemma":0.000028648312,"threshold_uncertainty_score":0.79039556},"labels":[],"label_agreement":null},{"id":"W4382564356","doi":"10.1039/d3lc00388d","title":"SpectIR-fluidics: completely customizable microfluidic cartridges for high sensitivity on-chip infrared spectroscopy with point-of-application studies on bacterial biofilms","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Genome Canada","keywords":"Attenuated total reflection; Microfluidics; Spectrometer; Fluidics; Materials science; Fabrication; Cartridge; Fourier transform infrared spectroscopy; Chip; Optoelectronics; Optics; Nanotechnology; Computer science; Engineering","score_opus":0.02027594304812224,"score_gpt":0.24783271716741564,"score_spread":0.2275567741192934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382564356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963774,0.000064166394,0.00079637184,0.000331056,0.0005357796,0.0005412151,0.00025672707,0.00046835458,0.000628947],"genre_scores_gemma":[0.9985019,0.0002228462,0.00038245472,0.000105602914,0.00041407294,0.000051083356,0.00008581188,0.00006265545,0.00017355675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987514,0.000052473133,0.00028984435,0.00035903018,0.00020271113,0.00034451974],"domain_scores_gemma":[0.9991296,0.00032777461,0.00007546886,0.00031683137,0.0000742785,0.00007607903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023722365,0.00027744716,0.00043939252,0.00021124986,0.00012500859,0.00003656276,0.00007173068,0.00011302978,0.000010969679],"category_scores_gemma":[0.000081578284,0.00023012479,0.000094220275,0.00045753337,0.00008150815,0.00005254198,0.000019703,0.00019804625,0.00012271009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077040563,0.00007957312,0.00005473186,0.00017471462,0.0001688583,0.00000828093,0.00013416578,0.0012344276,0.98398787,0.0037053712,0.009191892,0.0004897087],"study_design_scores_gemma":[0.0011743726,0.0010123398,0.0020058907,0.00013238167,0.00005045648,0.0000039124125,0.000088428635,0.0052572815,0.98705775,0.000708141,0.0022213685,0.00028768193],"about_ca_topic_score_codex":0.00003919807,"about_ca_topic_score_gemma":0.000023138702,"teacher_disagreement_score":0.006970524,"about_ca_system_score_codex":0.00012235742,"about_ca_system_score_gemma":0.000013637394,"threshold_uncertainty_score":0.9384216},"labels":[],"label_agreement":null},{"id":"W4384626786","doi":"10.1039/d3lc00259d","title":"Bidirectional airflow in lung airway-on-a-chip with matrix-derived membrane elicits epithelial glycocalyx formation","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glycocalyx; Airflow; Cell biology; Airway; Lung; Mucus; Organ-on-a-chip; Extracellular matrix; Chemistry; Immunology; Biology; Biophysics; Materials science; Nanotechnology; Microfluidics; Medicine; Internal medicine; Engineering; Anesthesia","score_opus":0.015130957270705937,"score_gpt":0.27027956543533277,"score_spread":0.2551486081646268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384626786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99123406,0.000025431773,0.00055718934,0.0008087583,0.0003518877,0.0003174598,0.000037480568,0.0008034821,0.0058642295],"genre_scores_gemma":[0.9984031,0.00009198256,0.00038736747,0.00010550882,0.00024009577,0.000084534855,0.00007102863,0.00006040847,0.000556017],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99814177,0.00007347131,0.0002765304,0.00025474373,0.0007303132,0.0005231571],"domain_scores_gemma":[0.9991685,0.00035778072,0.000030235002,0.00025352195,0.000038981114,0.00015098588],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005134731,0.00020333857,0.00020943656,0.0005337725,0.0000812733,0.000050667295,0.00022456436,0.00014121943,0.00018762873],"category_scores_gemma":[0.00024938758,0.00017396073,0.00005281132,0.0011996555,0.00005275493,0.00011711644,0.00004952512,0.0005390917,0.0010679308],"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":[0.0030306797,0.00074022013,0.0058545,0.0035992328,0.00049118383,0.0006295555,0.005031783,0.35448232,0.46947986,0.007498899,0.026018444,0.12314334],"study_design_scores_gemma":[0.004114032,0.00048165556,0.04822525,0.0009312698,0.000017273036,0.000029353747,0.000110501205,0.6575685,0.2761877,0.0004892009,0.011042772,0.00080249034],"about_ca_topic_score_codex":0.000030229357,"about_ca_topic_score_gemma":0.000060790884,"teacher_disagreement_score":0.3030862,"about_ca_system_score_codex":0.00017889128,"about_ca_system_score_gemma":0.00004043501,"threshold_uncertainty_score":0.99970984},"labels":[],"label_agreement":null},{"id":"W4385632055","doi":"10.1039/d3lc00380a","title":"Probing membrane hydration in microfluidic polymer electrolyte membrane electrolyzers <i>via</i> operando synchrotron Fourier-transform infrared spectroscopy","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Fuel Cells and Related Materials","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":"Canadian Light Source (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Agence Nationale de la Recherche; University of Saskatchewan; Canadian Light Source","keywords":"Synchrotron; Membrane; Electrolyte; Fourier transform infrared spectroscopy; Microfluidics; Infrared spectroscopy; Infrared; Chemical engineering; Materials science; Analytical Chemistry (journal); Polymer; Chemistry; Spectroscopy; Nanotechnology; Chromatography; Electrode; Optics; Physical chemistry; Organic chemistry; Physics","score_opus":0.004785656095410023,"score_gpt":0.19696734010866057,"score_spread":0.19218168401325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385632055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589394,0.005055273,0.00013873991,0.0005218554,0.0007087001,0.0010689459,0.000018140063,0.0012060965,0.032342896],"genre_scores_gemma":[0.98832506,0.009207021,0.00009802658,0.0002503538,0.00021830083,0.00016080742,0.00014840424,0.00016368464,0.0014283358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977839,0.00007177689,0.00052955915,0.0004017982,0.00029177216,0.0009212032],"domain_scores_gemma":[0.9994392,0.000056272012,0.00004945786,0.00031705305,0.000017756543,0.0001202892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035751512,0.00041388412,0.0004929628,0.00041907394,0.00011112712,0.0001050653,0.00022408753,0.00028249627,0.00017007109],"category_scores_gemma":[0.0000105338795,0.00038538777,0.00011993234,0.0009019952,0.000034030585,0.00022662351,0.000017638982,0.0004994059,0.0003292362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033895412,0.000039820185,0.0000067282585,0.00041712832,0.00007590808,0.000041957086,0.00043855704,0.00392562,0.9934007,0.000075661555,0.00093949895,0.00029949148],"study_design_scores_gemma":[0.0024427376,0.00019833934,0.000020402727,0.00014900176,0.000033179873,0.000016197384,0.000015319643,0.010644135,0.98206294,0.00021025327,0.0037797224,0.0004277561],"about_ca_topic_score_codex":0.00006045907,"about_ca_topic_score_gemma":0.000026865353,"teacher_disagreement_score":0.03091456,"about_ca_system_score_codex":0.00018329672,"about_ca_system_score_gemma":0.0000504384,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W4385844746","doi":"10.1039/d3lc00387f","title":"Microfluidic membraneless microbial fuel cells: new protocols for record power densities","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","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":"Université Laval","funders":"Sentinelle Nord, Université Laval; Natural Sciences and Engineering Research Council of Canada","keywords":"Microbial fuel cell; Power density; Geobacter sulfurreducens; Microfluidics; Anode; Electrode; Materials science; Electrolyte; Normalization (sociology); Nanotechnology; Environmental science; Power (physics); Chemistry; Biofilm; Physics; Biology; Thermodynamics","score_opus":0.02218399043348099,"score_gpt":0.24786159370153427,"score_spread":0.22567760326805328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385844746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98250204,0.000043176402,0.00008054906,0.0010951622,0.0008011613,0.010468718,0.00010222563,0.00023354284,0.0046734493],"genre_scores_gemma":[0.8360459,0.001071911,0.005193759,0.012111082,0.0025497347,0.006472713,0.00056879024,0.00036666117,0.13561943],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879146,0.000038964605,0.00022712782,0.00038076457,0.00017444018,0.0003872367],"domain_scores_gemma":[0.9995008,0.000060939292,0.00008283987,0.0002316739,0.000009600004,0.00011416083],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023635244,0.00018099636,0.00017312076,0.000051601848,0.00011342221,0.00006873542,0.00023377646,0.00011296464,0.0015745917],"category_scores_gemma":[0.000021731319,0.00015853294,0.00010280987,0.00027380438,0.00006204431,0.00008642882,0.00009306815,0.000099659155,0.0029014624],"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":[0.00011149328,0.000035400913,0.000273487,0.000048664027,0.0000045115685,0.0000031228324,0.00035087724,0.0000065531935,0.7091063,0.000024484036,0.28815725,0.0018778461],"study_design_scores_gemma":[0.0008192745,0.00020808542,0.0015301564,0.00004052384,0.000007865295,0.000001949446,0.000053336265,0.00003050278,0.43086025,0.00033607677,0.56586134,0.0002506291],"about_ca_topic_score_codex":0.00024100875,"about_ca_topic_score_gemma":0.0002113852,"teacher_disagreement_score":0.27824607,"about_ca_system_score_codex":0.00008851351,"about_ca_system_score_gemma":0.000027967173,"threshold_uncertainty_score":0.9993381},"labels":[],"label_agreement":null},{"id":"W4386037873","doi":"10.1039/d3lc00429e","title":"Additive manufacturing leveraged microfluidic setup for sample to answer colorimetric detection of pathogens","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Microfluidics; Sample (material); Chromatography; Nanotechnology; Process engineering; Biochemical engineering; Chemistry; Materials science; Engineering","score_opus":0.016601830462743602,"score_gpt":0.2260199345362049,"score_spread":0.2094181040734613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386037873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846677,0.00004379649,0.013555882,0.000022792394,0.00047329822,0.00028716496,0.00039857192,0.00027456155,0.00027618546],"genre_scores_gemma":[0.9992576,0.000048766393,0.00023713276,0.00007145922,0.00011842399,0.00003535925,0.000027168879,0.00002777729,0.00017631553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994053,0.00001393183,0.00014079706,0.00015318308,0.00009199155,0.0001947839],"domain_scores_gemma":[0.99960244,0.00017920286,0.000017601411,0.00010786183,0.000027406933,0.0000654792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092572045,0.000105265375,0.0001403816,0.00030159813,0.00005413921,0.000012481533,0.00004942786,0.00007822431,0.000024641393],"category_scores_gemma":[0.00010683996,0.000103178696,0.00008113067,0.0005247611,0.000007937735,0.000027974142,0.000012223696,0.00009435892,0.00005843176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008444142,0.000029719376,0.000023091543,0.000114608614,0.000055841178,0.0000022875845,0.00011302081,0.0008850883,0.87180984,0.00009207289,0.0026161298,0.124173835],"study_design_scores_gemma":[0.00021455716,0.00018527798,0.007840967,0.000025645924,0.000016739248,9.308307e-7,0.0000376296,0.0027919554,0.96431345,0.000249433,0.02419581,0.00012761622],"about_ca_topic_score_codex":0.000029321604,"about_ca_topic_score_gemma":0.000014838429,"teacher_disagreement_score":0.12404622,"about_ca_system_score_codex":0.000054324537,"about_ca_system_score_gemma":0.0000058850546,"threshold_uncertainty_score":0.4207505},"labels":[],"label_agreement":null},{"id":"W4386508318","doi":"10.1039/d3lc90076b","title":"Celebrating the 30th anniversary of a pioneering microfluidics paper","year":2023,"lang":"en","type":"editorial","venue":"Lab on a Chip","topic":"Microfluidic and Capillary Electrophoresis Applications","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":"National Institute of Allergy and Infectious Diseases; University of Alberta; National Institutes of Health; Science Foundation Ireland; Merck KGaA; Florida Department of Health; Alexander von Humboldt-Stiftung","keywords":"Microfluidics; Engineering; Nanotechnology; Engineering ethics; Materials science","score_opus":0.005661300168527787,"score_gpt":0.20216829167375186,"score_spread":0.19650699150522408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386508318","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":[0.010145163,0.06768615,0.00033549982,0.0002696963,0.91130257,0.0007858767,0.0007947402,0.0011682464,0.00751206],"genre_scores_gemma":[0.011658306,0.22094774,0.00008039181,0.00016457925,0.7623373,0.00026437777,0.0011123918,0.00064612867,0.00278878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985651,0.00003664473,0.0003582539,0.00027968563,0.00040545344,0.00035489717],"domain_scores_gemma":[0.9987016,0.00049627986,0.000088372886,0.00058485876,0.00007036656,0.000058578265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020908861,0.0003172878,0.00034940333,0.00010415752,0.00012584108,0.000033265853,0.00047534183,0.000431805,0.000065888664],"category_scores_gemma":[0.000105208914,0.00026113781,0.00015063935,0.0004057,0.000054459768,0.00003928593,0.00006889,0.0008388463,0.00014041133],"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":[0.0000066277325,0.000009971043,8.439296e-7,0.00014091059,0.000084255946,0.0000033673014,0.00023000385,0.000033642784,0.17214604,0.00024967315,0.82678795,0.00030670033],"study_design_scores_gemma":[0.00016278519,0.000040456773,0.000012319031,0.00014449531,0.000053540036,6.876865e-7,0.00008900768,0.0000977961,0.019180305,0.00007110656,0.9798925,0.00025501833],"about_ca_topic_score_codex":0.00003019279,"about_ca_topic_score_gemma":0.0000060770394,"teacher_disagreement_score":0.1532616,"about_ca_system_score_codex":0.000097614036,"about_ca_system_score_gemma":0.000091891554,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W4387516293","doi":"10.1039/d3lc00521f","title":"<i>In situ</i> spatiotemporal characterization and analysis of chemical reactions using an ATR-integrated microfluidic reactor","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Saskatchewan","funders":"H2020 Marie Skłodowska-Curie Actions; National Research Council Canada; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan; Canadian Light Source","keywords":"In situ; Microfluidics; Characterization (materials science); Nanotechnology; Materials science; Chemistry; Organic chemistry","score_opus":0.0221155708929843,"score_gpt":0.26098357275524237,"score_spread":0.23886800186225807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387516293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97751087,0.000016707278,0.021742985,0.00005178028,0.00007515818,0.00011691934,0.00009825959,0.0002433688,0.0001439523],"genre_scores_gemma":[0.9977121,0.00003361234,0.0003008785,0.000074905896,0.00003358755,0.000006508323,0.0017679299,0.000024238669,0.0000462813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920243,0.000022235525,0.00035208475,0.00017773359,0.00010069708,0.00014481993],"domain_scores_gemma":[0.99963015,0.000019402927,0.00007227788,0.00018234605,0.00007106352,0.00002473952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021509992,0.0001288238,0.00022904985,0.00074485096,0.0000182254,0.000014562601,0.0000643193,0.00010977476,0.000017524912],"category_scores_gemma":[0.000023173512,0.00013415593,0.000033852008,0.003320671,0.000039968923,0.00018019305,0.000015011586,0.00015506173,0.0000034821633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013436208,0.000029658602,0.0016867509,0.000025139238,0.00006401032,0.000002683627,0.00017652124,0.00000858157,0.9957297,0.00083926896,0.00021380771,0.0012104362],"study_design_scores_gemma":[0.00015575999,0.000021680153,0.017965736,0.000038248585,0.00005442242,0.0000017533116,0.000033554676,0.011965774,0.968126,0.000046689744,0.0014536065,0.00013677981],"about_ca_topic_score_codex":0.00005831863,"about_ca_topic_score_gemma":0.0000019987938,"teacher_disagreement_score":0.02760371,"about_ca_system_score_codex":0.00009643926,"about_ca_system_score_gemma":0.000021838778,"threshold_uncertainty_score":0.54707193},"labels":[],"label_agreement":null},{"id":"W4387545047","doi":"10.1039/d3lc00103b","title":"Controlling bead and cell mobility in a recirculating hanging-drop network","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Innosuisse - Schweizerische Agentur für Innovationsförderung; Fonds de recherche du Québec – Nature et technologies; Branco Weiss Fellowship – Society in Science","keywords":"Bead; Drop (telecommunication); Materials science; Chemistry; Nanotechnology; Engineering; Mechanical engineering; Composite material","score_opus":0.013887245768513093,"score_gpt":0.20443394915553656,"score_spread":0.19054670338702345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387545047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579257,0.0010658645,0.00055334787,0.000103804334,0.00014749203,0.00013290426,0.0000031395577,0.0011188886,0.0010819688],"genre_scores_gemma":[0.99920565,0.00019594471,0.00041775833,0.0000486247,0.00005771729,0.0000061537,0.0000043792684,0.000018908151,0.00004483626],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929774,0.000017939281,0.00015388442,0.0001687696,0.00006275213,0.00029889907],"domain_scores_gemma":[0.99967283,0.00010853222,0.000017186005,0.00017079167,0.0000070798374,0.000023558261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028996586,0.000111974354,0.00016663638,0.00008726132,0.000051674902,0.000024439998,0.00006445129,0.000106564454,0.000003412803],"category_scores_gemma":[0.000054814987,0.00010492402,0.000025516087,0.00038539874,0.000029661653,0.000023814413,0.00004032914,0.00019290447,0.000024478582],"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":[0.00011044049,0.00012511396,0.09532271,0.0007989378,0.00008008412,0.00026047937,0.0024099674,0.16502796,0.63234353,0.002499112,0.013446538,0.08757514],"study_design_scores_gemma":[0.002325071,0.00013047441,0.049857743,0.00076692866,0.000025917223,0.000013284319,0.00066758547,0.872334,0.060483206,0.0070483675,0.0054490184,0.0008984139],"about_ca_topic_score_codex":0.00002005328,"about_ca_topic_score_gemma":0.000014878228,"teacher_disagreement_score":0.707306,"about_ca_system_score_codex":0.000033459775,"about_ca_system_score_gemma":0.0000042997226,"threshold_uncertainty_score":0.42786777},"labels":[],"label_agreement":null},{"id":"W4387788871","doi":"10.1039/d3lc00314k","title":"Additively manufactured multiplexed electrochemical device (AMMED) for portable sample-to-answer detection","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"McGill University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Faculty of Engineering, McGill University","keywords":"Multiplexing; Sample (material); Electrochemistry; Materials science; Nanotechnology; Chromatography; Engineering; Electrical engineering; Chemistry; Electrode","score_opus":0.015556777823655922,"score_gpt":0.2365456532042774,"score_spread":0.22098887538062148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387788871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94564927,0.00004349908,0.045086797,0.0003508305,0.0010067289,0.0011216912,0.00033391366,0.0026322517,0.0037750173],"genre_scores_gemma":[0.99717206,0.000008497855,0.001153505,0.00040204407,0.00029209943,0.00011783074,0.000091162125,0.000049873135,0.00071290234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908906,0.000010137616,0.00015971833,0.00024105006,0.00012886566,0.00037115513],"domain_scores_gemma":[0.99951303,0.00016739716,0.000017347751,0.00013322679,0.00003808477,0.00013093969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007719548,0.00016242289,0.00016257812,0.00013290283,0.00007217885,0.000031258885,0.000073628515,0.00013765867,0.00006511303],"category_scores_gemma":[0.00018070001,0.00015385887,0.00009300038,0.00038172025,0.0000090395715,0.000042181462,0.000011015133,0.00018021082,0.0001692068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015276077,0.00003572402,0.000018743045,0.00008526507,0.00005948885,0.0000022107208,0.000041867897,0.0009973717,0.9543678,0.00037001382,0.004402846,0.03946591],"study_design_scores_gemma":[0.000400093,0.00013016367,0.0026700424,0.00003082132,0.000022438735,0.0000023814052,0.000020636271,0.039051037,0.8561963,0.0008370431,0.100383274,0.00025576135],"about_ca_topic_score_codex":0.000017993325,"about_ca_topic_score_gemma":0.00008970406,"teacher_disagreement_score":0.09817149,"about_ca_system_score_codex":0.00006174534,"about_ca_system_score_gemma":0.000009764981,"threshold_uncertainty_score":0.6274183},"labels":[],"label_agreement":null},{"id":"W4387832060","doi":"10.1039/d3lc00296a","title":"Bionanotechnology and bioMEMS (BNM): state-of-the-art applications, opportunities, and challenges","year":2023,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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; University of Waterloo","funders":"","keywords":"Nanobiotechnology; Nanotechnology; Engineering; Materials science; Nanoparticle","score_opus":0.12156040120430403,"score_gpt":0.27276499876914423,"score_spread":0.1512045975648402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387832060","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":[0.000056949717,0.9976065,0.00002925621,0.0005333776,0.000112260306,0.00046783156,0.00014276225,0.0008248234,0.00022619452],"genre_scores_gemma":[0.000028462522,0.9992913,0.00011725486,0.000011724429,0.000019570345,0.00007760979,0.000029931389,0.00005334603,0.00037079674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991621,0.000023138695,0.00029624937,0.0002500818,0.00008056531,0.000187878],"domain_scores_gemma":[0.99929637,0.00009467745,0.00009372653,0.00047331117,0.0000130418075,0.000028888657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011656335,0.0002668722,0.0006269771,0.0002910463,0.000048677386,0.000013476883,0.0002429434,0.00038426562,0.000001838555],"category_scores_gemma":[0.000020178992,0.00018625241,0.00006726472,0.0002717903,0.00028353228,0.000014244272,0.00019184289,0.00028019137,0.000023273207],"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":[4.2000667e-7,0.0000062772465,2.0038546e-7,0.0077542383,0.000052374613,0.000002669192,0.000011223133,4.9857004e-8,0.000027964943,0.0041095414,0.0015839917,0.986451],"study_design_scores_gemma":[0.000046857367,0.000023795874,0.0000022222039,0.0023364532,0.000059235732,0.00003227598,0.000031932206,0.000004639561,0.00015384002,0.0009753964,0.9961463,0.00018700906],"about_ca_topic_score_codex":0.000002853916,"about_ca_topic_score_gemma":0.000006129783,"teacher_disagreement_score":0.9945623,"about_ca_system_score_codex":0.000026777343,"about_ca_system_score_gemma":0.00003089836,"threshold_uncertainty_score":0.7595153},"labels":[],"label_agreement":null},{"id":"W4388051951","doi":"10.1039/d3lc00609c","title":"Ultrasonic spectroscopy of sessile droplets coupled to optomechanical sensors","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Fiber Optic Sensors","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; Alberta Innovates; Government of Alberta","keywords":"Microfluidics; Spectroscopy; Ultrasonic sensor; Materials science; Nanotechnology; Optoelectronics; Acoustics; Physics","score_opus":0.01165371426362521,"score_gpt":0.2606393567142232,"score_spread":0.248985642450598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388051951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952812,0.000015244616,0.0012589667,0.00013806147,0.00039006057,0.00022178127,0.000025225905,0.00082672643,0.0018427424],"genre_scores_gemma":[0.9945077,0.000032111177,0.0046999464,0.000082462815,0.00008551533,0.000019214945,0.000010910253,0.0000786445,0.000483521],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988529,0.000016611299,0.0002344634,0.00023749919,0.000248868,0.00040962527],"domain_scores_gemma":[0.99923176,0.00019654413,0.00002734067,0.00037871068,0.000023417095,0.00014225654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000099133365,0.00018461014,0.00027786102,0.00015983633,0.000027946879,0.000011181069,0.00016187984,0.0000865489,0.0001543131],"category_scores_gemma":[0.00011895253,0.00018769353,0.00006623061,0.0007201586,0.00001988124,0.00003759377,0.000027209988,0.00020368674,0.0011158261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048168826,0.00003616445,0.0001368457,0.000068977344,0.000048639984,0.00004547783,0.00048918754,0.15614182,0.83970463,0.0014396715,0.0014620357,0.0003783641],"study_design_scores_gemma":[0.0010715271,0.00033348333,0.005720076,0.00016649465,0.00002561037,0.000018222441,0.00026917135,0.16415277,0.82446617,0.00056258705,0.0026008708,0.00061299984],"about_ca_topic_score_codex":0.000004237331,"about_ca_topic_score_gemma":0.000004233627,"teacher_disagreement_score":0.01523846,"about_ca_system_score_codex":0.00007753984,"about_ca_system_score_gemma":0.000011452189,"threshold_uncertainty_score":0.9996619},"labels":[],"label_agreement":null},{"id":"W4388870670","doi":"10.1039/d3lc00683b","title":"Digital microfluidics with distance-based detection – a new approach for nucleic acid diagnostics","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Toronto","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Microfluidics; Digital microfluidics; Nucleic acid; Nucleic acid detection; Computer science; Nanotechnology; Engineering; Biology; Materials science; Electrical engineering; Genetics","score_opus":0.010563135039282795,"score_gpt":0.1965556135709991,"score_spread":0.1859924785317163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388870670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50957274,0.0016500982,0.47903562,0.00027372938,0.00020870783,0.0006152684,0.00011713791,0.0065575894,0.001969112],"genre_scores_gemma":[0.99712586,0.00021553505,0.0017621464,0.00006188261,0.00008035254,0.00008669554,0.00008788815,0.0000764556,0.0005031651],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922943,0.00000439855,0.00011597152,0.00021382172,0.00009521852,0.0003411741],"domain_scores_gemma":[0.9995616,0.0001021194,0.00002196374,0.00024607053,0.000018111647,0.000050156512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056865676,0.0001722617,0.00014158076,0.000121024066,0.0000768054,0.000074083146,0.00014211888,0.00010880923,0.0000016265132],"category_scores_gemma":[0.00012350045,0.00015206696,0.00004953183,0.0004449962,0.000035037945,0.00005305375,0.000012849542,0.00017208724,0.00004043487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021801316,0.000097942655,0.00071692606,0.00036613506,0.00011432577,0.00001718067,0.00022055236,0.0014775994,0.5828184,0.0007719406,0.06895145,0.34422955],"study_design_scores_gemma":[0.0009222872,0.00029014723,0.00020311393,0.00006484454,0.00002246989,0.00000557304,0.00007940394,0.0036676074,0.93999445,0.00023945932,0.05421345,0.00029720017],"about_ca_topic_score_codex":0.0000022151644,"about_ca_topic_score_gemma":0.000003079538,"teacher_disagreement_score":0.48755312,"about_ca_system_score_codex":0.000070273534,"about_ca_system_score_gemma":0.000027868055,"threshold_uncertainty_score":0.62011105},"labels":[],"label_agreement":null},{"id":"W4389252290","doi":"10.1039/d3lc00323j","title":"High-throughput single-cell assay for precise measurement of the intrinsic mechanical properties and shape characteristics of red blood cells","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Blood properties and coagulation","field":"Medicine","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":"York University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Throughput; Microfluidics; High-throughput screening; Single-cell analysis; Nanotechnology; Cell; Biophysics; Chemistry; Biological system; Materials science; Biomedical engineering; Computer science; Biology; Biochemistry; Engineering","score_opus":0.06546152110736295,"score_gpt":0.2238279909867478,"score_spread":0.15836646987938485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389252290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974711,0.00015112443,0.000018493529,0.0012065223,0.00020238545,0.0007868447,0.000020630838,0.000031738517,0.00011115809],"genre_scores_gemma":[0.99899566,0.00005519738,0.0002856131,0.00012993891,0.000092077105,0.000034465113,0.0000071879963,0.00002192404,0.00037796417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893886,0.000061490886,0.0003235888,0.00017897703,0.00035339655,0.00014371051],"domain_scores_gemma":[0.9992981,0.000046319372,0.00015677407,0.000265829,0.00019234927,0.000040642808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042142076,0.000112311565,0.0002999731,0.000039081,0.000044679833,0.000008918663,0.000076678414,0.000077679455,0.000015106592],"category_scores_gemma":[0.00019133028,0.0000666462,0.00007001492,0.00014049295,0.00004814719,0.000023098455,0.00006462556,0.00009185743,0.0000025862196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071222824,0.00046796747,0.00034006554,0.0006548537,0.00007511095,8.9374714e-7,0.0002775284,0.000003105697,0.9834213,0.00024429715,0.00026947702,0.013533143],"study_design_scores_gemma":[0.0020083473,0.0012180879,0.011661898,0.00056921475,0.0002983188,0.0000019790377,0.00005277226,0.0007368016,0.98266435,0.0001357244,0.00056622823,0.00008628274],"about_ca_topic_score_codex":0.000014995515,"about_ca_topic_score_gemma":0.0000050107105,"teacher_disagreement_score":0.01344686,"about_ca_system_score_codex":0.000018412204,"about_ca_system_score_gemma":0.00005022121,"threshold_uncertainty_score":0.2717753},"labels":[],"label_agreement":null},{"id":"W4389315402","doi":"10.1039/d3lc00781b","title":"Automated centrifugal microfluidic system for the preparation of adaptor-ligated sequencing libraries","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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":"Canadian Space Agency; Health Canada","funders":"National Research Council Canada; Health Canada; Canadian Space Agency; Ottawa Hospital Research Institute","keywords":"Microfluidics; Nanotechnology; Materials science; Computer science; Engineering","score_opus":0.01872353193265108,"score_gpt":0.23347815915043946,"score_spread":0.21475462721778837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389315402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943414,0.00031313425,0.0013338362,0.000116100084,0.0004486832,0.00034341824,0.000058797912,0.0025602686,0.00048440174],"genre_scores_gemma":[0.9996817,0.00003272848,0.00005299052,0.000012387125,0.000070692215,0.000016371207,0.000017340382,0.000017605527,0.000098156925],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950826,0.000016445645,0.00016337162,0.00008859789,0.00008372573,0.0001395756],"domain_scores_gemma":[0.99969786,0.00011123848,0.000025905298,0.00011686703,0.000023290128,0.000024859595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010155333,0.000077732686,0.00010563066,0.000051924377,0.00006775657,0.000031109845,0.000060762457,0.00006528555,0.0000028772413],"category_scores_gemma":[0.000030579246,0.00005544504,0.00005130257,0.00031396007,0.00001828215,0.0000506041,0.000007837577,0.000058337948,0.000022610553],"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":[0.000104259896,0.000009564651,0.000043916818,0.00061057543,0.00013147494,0.000003154408,0.0004852594,0.017853146,0.9610577,0.007066919,0.011842069,0.00079191435],"study_design_scores_gemma":[0.00013369053,0.000035822537,0.00034727107,0.000067860274,0.000015286323,0.0000012191499,0.000120661825,0.5265699,0.47169235,0.000028136626,0.0009380961,0.00004970621],"about_ca_topic_score_codex":0.000009592914,"about_ca_topic_score_gemma":0.0000015128687,"teacher_disagreement_score":0.50871676,"about_ca_system_score_codex":0.00004738276,"about_ca_system_score_gemma":0.00001370374,"threshold_uncertainty_score":0.22609833},"labels":[],"label_agreement":null},{"id":"W4390596819","doi":"10.1039/d3lc00904a","title":"Centrifugal microfluidic system for colorimetric sample-to-answer detection of viral pathogens","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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 Ottawa; Health Canada; National Research Council Canada","funders":"National Research Council Canada; Health Canada; Canadian Food Inspection Agency","keywords":"Microfluidics; Microfluidic chip; Lab-on-a-chip; Chip; Sample (material); Multiplexing; Workflow; Chromatography; Nanotechnology; Computer science; Materials science; Chemistry; Database","score_opus":0.009471094077034954,"score_gpt":0.2144966761461708,"score_spread":0.20502558206913585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390596819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.888023,0.002090999,0.10391491,0.00003613909,0.0033359195,0.0005561509,0.00031711254,0.0007116149,0.0010141494],"genre_scores_gemma":[0.9992423,0.000029457087,0.0002954606,0.000025097834,0.00025893282,0.000022726284,0.000005703251,0.00003087171,0.0000894246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935555,0.000013479807,0.00018347464,0.00016430403,0.00010269573,0.00018049548],"domain_scores_gemma":[0.99968123,0.0000994432,0.0000111532445,0.000106538166,0.000031189473,0.000070414186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009555863,0.000110785906,0.00015156178,0.00027033457,0.000031891148,0.000031427437,0.000050193637,0.00009713766,0.0000074075165],"category_scores_gemma":[0.000047144003,0.00009935567,0.00011692184,0.0005447166,0.000008403904,0.0000280252,0.0000074523546,0.000102155864,0.000044654913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061615036,0.000025601232,0.0000249814,0.0008025961,0.000059063976,0.0000032051967,0.000037262715,0.0002333295,0.95673287,0.0032843172,0.0004764086,0.03825878],"study_design_scores_gemma":[0.0002258654,0.00033152214,0.0005158092,0.00018949286,0.00006823938,0.000007691918,0.000033054628,0.028848069,0.92030454,0.00010724442,0.04918853,0.00017992455],"about_ca_topic_score_codex":0.000023489072,"about_ca_topic_score_gemma":0.0000039795136,"teacher_disagreement_score":0.111219324,"about_ca_system_score_codex":0.00011781062,"about_ca_system_score_gemma":0.00001200876,"threshold_uncertainty_score":0.40516067},"labels":[],"label_agreement":null},{"id":"W4390713344","doi":"10.1039/d3lc01068f","title":"Scalable droplet-based radiosynthesis of [<sup>18</sup>F]fluorobenzyltriphenylphosphonium cation ([<sup>18</sup>F]FBnTP) <i>via</i> a “numbering up” approach","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Medical Imaging Techniques and Applications","field":"Medicine","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":"Terry Fox Research Institute; University of British Columbia","funders":"National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; National Institutes of Health","keywords":"Radiosynthesis; Biodistribution; Yield (engineering); Chemistry; Radiochemistry; Positron emission tomography; Nuclear medicine; Materials science","score_opus":0.023113828221876645,"score_gpt":0.27745408400239435,"score_spread":0.2543402557805177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390713344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49627966,0.005951508,0.33928078,0.031389996,0.0014235675,0.010816333,0.00063563016,0.007958548,0.10626396],"genre_scores_gemma":[0.956713,0.00014720148,0.03612255,0.0018886896,0.0008161881,0.00074346515,0.0002950222,0.0001825456,0.003091306],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963115,0.00012071868,0.0008793684,0.0010040149,0.0009677557,0.0007166817],"domain_scores_gemma":[0.9974333,0.00039595185,0.00017548431,0.0013278472,0.00019239854,0.0004750419],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090367685,0.000519688,0.00082806335,0.00035519214,0.0002061471,0.000104933366,0.00044634953,0.00036476649,0.0011203297],"category_scores_gemma":[0.00032469866,0.0004571115,0.00038320868,0.0012583851,0.00028581248,0.00015661935,0.000104012666,0.00089127815,0.00019909663],"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":[0.0012195592,0.005546947,0.0030433433,0.009645611,0.0009627531,0.00015378186,0.004431917,0.0068789995,0.1049743,0.023080416,0.734452,0.10561034],"study_design_scores_gemma":[0.0018848125,0.00035141545,0.0002299211,0.0018493938,0.0005182867,0.00011846238,0.0002541247,0.70571804,0.12363811,0.00080588664,0.16388625,0.000745305],"about_ca_topic_score_codex":0.00055389915,"about_ca_topic_score_gemma":0.000003173583,"teacher_disagreement_score":0.698839,"about_ca_system_score_codex":0.00028598265,"about_ca_system_score_gemma":0.00037300354,"threshold_uncertainty_score":0.99979275},"labels":[],"label_agreement":null},{"id":"W4391252347","doi":"10.1039/d3lc00696d","title":"Twenty years of islet-on-a-chip: microfluidic tools for dissecting islet metabolism and function","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","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":"Toronto General Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Islet; Microfluidic chip; Pancreatic islets; Function (biology); Metabolism; Internal medicine; Endocrinology; Biology; Diabetes mellitus; Microfluidics; Chemistry; Medicine; Cell biology; Materials science; Nanotechnology","score_opus":0.02322875470151981,"score_gpt":0.2717968324413882,"score_spread":0.2485680777398684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391252347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898917,0.0037528824,0.00022320826,0.0005022389,0.001097641,0.00036134364,0.00005039723,0.00010097769,0.004019594],"genre_scores_gemma":[0.9955707,0.00016444638,0.00016827896,0.001342307,0.0005420442,0.00003848206,0.000052198986,0.000029778512,0.0020917335],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915934,0.0000311019,0.00020470111,0.00026550685,0.00016027947,0.00017907105],"domain_scores_gemma":[0.99913484,0.00051150494,0.00004364551,0.00018291596,0.00004526902,0.00008184614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025516606,0.00012865706,0.00028446698,0.00014120746,0.000044396664,0.000046957535,0.000031120042,0.00007594856,0.00013432933],"category_scores_gemma":[0.0006310189,0.000107017826,0.000107615386,0.00017320509,0.000037049955,0.00007276884,0.000013982773,0.00014748813,0.00004837868],"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":[0.0017617532,0.00032199168,0.0018375777,0.001234699,0.00057169487,0.000017857616,0.0011219019,0.0000024804442,0.7114862,0.020142335,0.051786326,0.20971516],"study_design_scores_gemma":[0.0056404197,0.0019917383,0.07391085,0.0014379544,0.0009836864,0.000026817965,0.000690104,0.0005504761,0.36990476,0.0024529325,0.5419694,0.00044087664],"about_ca_topic_score_codex":0.000012899588,"about_ca_topic_score_gemma":3.7316758e-7,"teacher_disagreement_score":0.49018306,"about_ca_system_score_codex":0.000020995549,"about_ca_system_score_gemma":0.00003553469,"threshold_uncertainty_score":0.43640602},"labels":[],"label_agreement":null},{"id":"W4391762771","doi":"10.1039/d3lc00707c","title":"Capturing of extracellular vesicles derived from single cells of <i>Escherichia coli</i>","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","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":"Eidgenössische Technische Hochschule Zürich; McGill University; H2020 European Research Council; Universität Basel","keywords":"Escherichia coli; Extracellular vesicles; Vesicle; Extracellular; Chemistry; Microbiology; Cell biology; Biology; Biophysics; Biochemistry; Membrane; Gene","score_opus":0.011496576923915178,"score_gpt":0.2240410213307912,"score_spread":0.21254444440687603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391762771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854796,0.011926408,0.00088846806,0.000046621677,0.00023013224,0.00014639989,0.00014374916,0.000028149947,0.001110495],"genre_scores_gemma":[0.99688697,0.00008685679,0.0022564596,0.00008701436,0.00015734193,0.0000076023935,0.000080473255,0.00004735441,0.00038990195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887615,0.00007554094,0.00030927247,0.00037170027,0.00017351669,0.00019379213],"domain_scores_gemma":[0.9992678,0.000043061747,0.000097954624,0.00046253778,0.00003897861,0.00008962752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114353126,0.00017696421,0.0001970346,0.00004095464,0.00002308898,0.000020863048,0.00023597354,0.00013817677,0.00005912813],"category_scores_gemma":[0.00004088011,0.00017622851,0.00015787355,0.00010917002,0.00012008428,0.000004567113,0.0000867593,0.00010656804,0.000020742653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010585744,0.00020738972,0.00016944222,0.00012864966,0.000089836256,0.000025239344,0.00016227573,0.000092410985,0.99732053,0.00020094737,0.0003031103,0.0011942822],"study_design_scores_gemma":[0.00029597807,0.00017677163,0.0005049872,0.00013094927,0.000052826166,8.759816e-7,0.00006783269,0.00020960344,0.9930927,0.00030475948,0.0049885074,0.0001741767],"about_ca_topic_score_codex":0.00003949317,"about_ca_topic_score_gemma":0.000009772199,"teacher_disagreement_score":0.011839551,"about_ca_system_score_codex":0.00001245766,"about_ca_system_score_gemma":0.00006588443,"threshold_uncertainty_score":0.718639},"labels":[],"label_agreement":null},{"id":"W4393170255","doi":"10.1039/d4lc00006d","title":"A self-assembly and cellular migration based fabrication of high-density 3D tubular constructs of barrier forming membranes","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Materials science; Tissue engineering; Adherens junction; PDMS stamp; Biomedical engineering; Nanotechnology; Permeability (electromagnetism); Biophysics; Umbilical vein; Membrane; Chemistry; Fabrication; Cell; In vitro; Cadherin; Biology; Pathology","score_opus":0.0080745078778061,"score_gpt":0.2267775178599228,"score_spread":0.21870300998211673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393170255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936414,0.00037638663,0.005099351,0.0000910312,0.00014549596,0.00014767803,0.000010144684,0.00015207923,0.00033647253],"genre_scores_gemma":[0.99471563,0.00004497957,0.0051372102,0.000011402174,0.00003935003,0.0000066103207,0.000010980069,0.00001800606,0.00001582491],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917,0.00003722785,0.00020469181,0.00014965884,0.00029827058,0.00014013945],"domain_scores_gemma":[0.99943256,0.00023627501,0.000025423045,0.00017252837,0.000066833636,0.00006635481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032644335,0.00009256882,0.00015472926,0.00016352873,0.000022925975,0.00002225125,0.00007877682,0.00008659082,0.00002514944],"category_scores_gemma":[0.00017512463,0.00008568692,0.000030236306,0.00026843688,0.000052578416,0.00006219355,0.000023328565,0.00013956425,0.0000069669873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021931486,0.000031953532,0.0011947774,0.0038791862,0.00007816719,0.000013107412,0.00052584143,0.00033194097,0.9729115,0.0029308377,0.000080342375,0.018000418],"study_design_scores_gemma":[0.00017737984,0.00004150137,0.0019387245,0.00018551084,0.000018462559,0.0000018542833,0.000014245957,0.20532772,0.7912264,0.00023590686,0.00075600005,0.000076325596],"about_ca_topic_score_codex":0.00007030924,"about_ca_topic_score_gemma":0.0000111755,"teacher_disagreement_score":0.20499578,"about_ca_system_score_codex":0.000033722517,"about_ca_system_score_gemma":0.00004372125,"threshold_uncertainty_score":0.34942114},"labels":[],"label_agreement":null},{"id":"W4393205740","doi":"10.1039/d3lc00931a","title":"Development of wafer-scale multifunctional nanophotonic neural probes for brain activity mapping","year":2024,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Max-Planck-Gesellschaft","keywords":"Nanophotonics; Wafer; Scale (ratio); Nanotechnology; Wafer-scale integration; Computer science; Materials science; Cartography; Geography","score_opus":0.1292131036063617,"score_gpt":0.34163299849587725,"score_spread":0.21241989488951554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393205740","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":[0.14580326,0.8255598,0.00076401734,0.0006509347,0.013082496,0.01100462,0.00071296137,0.0013169192,0.0011050063],"genre_scores_gemma":[0.013638277,0.96873426,0.0031386514,0.0011192185,0.00058794976,0.0026010494,0.000042696298,0.00044091613,0.0096969735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977549,0.00007407682,0.00048147835,0.0008750917,0.0003873993,0.00042708582],"domain_scores_gemma":[0.99890494,0.0005051358,0.00019667695,0.00028631074,0.000015501715,0.00009141272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023002546,0.00043879994,0.0008097455,0.0003124213,0.00016357226,0.000066349334,0.00042776598,0.00013624337,0.000011339797],"category_scores_gemma":[0.00028302477,0.0003282032,0.00038594357,0.0006609567,0.000070763876,0.00012342191,0.00015156729,0.0004601055,0.000056204564],"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":[0.000023395594,0.00014806986,1.7569918e-7,0.019096088,0.000015392043,0.000017171886,0.00021868842,0.00001843181,0.25454184,0.00045570845,0.00019085822,0.7252742],"study_design_scores_gemma":[0.000147661,0.00009441322,0.0000039887586,0.003988617,0.00005041009,0.000039691564,0.0000035871929,0.0012667901,0.09525141,0.000016991293,0.898754,0.0003824333],"about_ca_topic_score_codex":7.8969265e-7,"about_ca_topic_score_gemma":0.000002317378,"teacher_disagreement_score":0.89856315,"about_ca_system_score_codex":0.00010978653,"about_ca_system_score_gemma":0.00027950632,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W4393216683","doi":"10.1039/d4lc00032c","title":"Brachytherapy on-a-chip: a clinically-relevant approach for radiotherapy testing in 3d biology","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Université de Montréal; Polytechnique Montréal; University Health Network; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre; Montreal Heart Institute","funders":"MEDTEQ+; Fonds de recherche du Québec – Nature et technologies; Canada First Research Excellence Fund; Institut TransMedTech; Natural Sciences and Engineering Research Council of Canada; Institut Du Cancer de Montréal; Mitacs","keywords":"Brachytherapy; Medical physics; Radiation therapy; Preclinical testing; Medicine; Radiology","score_opus":0.05406822779494607,"score_gpt":0.35231587122112634,"score_spread":0.29824764342618026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393216683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83164597,0.0040747295,0.12890862,0.002206462,0.0020199362,0.0023230792,0.000089604655,0.002397733,0.026333848],"genre_scores_gemma":[0.91516757,0.0003589736,0.08200354,0.000844469,0.00082097645,0.00030132217,0.00002988952,0.00015301748,0.00032022074],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982135,0.00010335139,0.00044177,0.00046857362,0.00018785296,0.000584937],"domain_scores_gemma":[0.99644774,0.0030417053,0.000022723323,0.00033499455,0.000023327371,0.00012949399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355508,0.00021865865,0.00030964336,0.0002818281,0.000041907966,0.00007184179,0.00032927826,0.00024021954,0.000059652877],"category_scores_gemma":[0.001044609,0.00017899935,0.00009660024,0.00056140806,0.00009643062,0.00003216142,0.00002820078,0.0008094938,0.000060065748],"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":[0.00033007783,0.00037070815,0.0052327,0.00081647804,0.00021442624,0.000036302346,0.0007106674,0.0063203694,0.03225164,0.010015223,0.0019462405,0.9417552],"study_design_scores_gemma":[0.0014759108,0.0011121733,0.0028376558,0.00039048595,0.0000052788782,0.000009765026,0.000013638661,0.9393653,0.00062241196,0.0027891179,0.050989952,0.00038830578],"about_ca_topic_score_codex":0.000014305423,"about_ca_topic_score_gemma":0.0000029402725,"teacher_disagreement_score":0.94136685,"about_ca_system_score_codex":0.00013067394,"about_ca_system_score_gemma":0.00006237977,"threshold_uncertainty_score":0.72993815},"labels":[],"label_agreement":null},{"id":"W4393377751","doi":"10.1039/d4lc00087k","title":"Investigation of air bubble behaviour after gas embolism events induced in a microfluidic network mimicking microvasculature","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Health Sciences Centre; Memorial University of Newfoundland; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bubble; Air bubble; Microfluidics; Gas bubble; Embolism; Air embolism; Mechanics; Biomedical engineering; Petroleum engineering; Environmental science; Materials science; Engineering; Nanotechnology; Medicine; Physics; Cardiology; Internal medicine","score_opus":0.011970868575261742,"score_gpt":0.22734439372700446,"score_spread":0.2153735251517427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393377751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927711,0.003031277,0.0024836508,0.00013824769,0.0005434632,0.00030716218,0.000017760663,0.00032789042,0.00037946293],"genre_scores_gemma":[0.99856293,0.00006383906,0.0005815862,0.00035246185,0.0001617666,0.00006492734,0.000092375885,0.00006289594,0.000057208465],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988029,0.000034091496,0.0004389387,0.00026004005,0.00017123188,0.00029278453],"domain_scores_gemma":[0.99959004,0.000022276165,0.000041780237,0.00025738115,0.000059108945,0.000029407563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037321707,0.0002262006,0.00023882903,0.00034405457,0.0000238982,0.000018906205,0.00014115397,0.00023140338,0.000024891053],"category_scores_gemma":[0.000011079174,0.00022941513,0.000073487136,0.0013207723,0.000032852244,0.00013383891,0.000039573868,0.0004989412,0.000019465384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027677836,0.000020099029,0.010235946,0.0003178671,0.00006180696,0.00002796824,0.0014178953,0.00004163168,0.9717466,0.0035672728,0.008719483,0.0038157399],"study_design_scores_gemma":[0.00036410414,0.00005058226,0.059732582,0.001505684,0.000028545237,0.000016906853,0.000036767513,0.00028329444,0.93054575,0.0045875027,0.002503899,0.00034436464],"about_ca_topic_score_codex":0.0000295194,"about_ca_topic_score_gemma":0.0000024739984,"teacher_disagreement_score":0.049496636,"about_ca_system_score_codex":0.00017291559,"about_ca_system_score_gemma":0.000045247536,"threshold_uncertainty_score":0.93552774},"labels":[],"label_agreement":null},{"id":"W4394870309","doi":"10.1039/d4lc00193a","title":"Development of a microfluidic device to enrich and detect zearalenone in food using quantum dot-embedded molecularly imprinted polymers","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","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 Alberta; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Canola Producers Commission; Alberta Agriculture and Forestry","keywords":"Molecularly imprinted polymer; Zearalenone; Quantum dot; Microfluidics; Polymer; Nanotechnology; Materials science; Chemistry; Mycotoxin; Food science; Organic chemistry; Composite material","score_opus":0.025914914092059507,"score_gpt":0.24689701325009392,"score_spread":0.2209820991580344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394870309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957242,0.0034221488,0.00004335536,0.00018338482,0.00007941074,0.00025456236,0.000016500566,0.000044312044,0.00023212751],"genre_scores_gemma":[0.9981239,0.000057729896,0.0014710511,0.00024203674,0.00004383526,0.000014311045,0.000008419377,0.0000019928266,0.000036768546],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890393,0.000052867697,0.00026744837,0.00034086968,0.00017364022,0.00026121677],"domain_scores_gemma":[0.9997209,0.000069863556,0.000036626334,0.000052158233,0.000024248546,0.00009624568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017855111,0.00016468609,0.00019730457,0.000050584727,0.00006235376,0.000054855456,0.00015223678,0.00009293528,0.000051531453],"category_scores_gemma":[0.000023567001,0.0000659025,0.00004920043,0.00076155463,0.000019375717,0.000047322403,0.0000828528,0.00014151415,0.0000150548085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003595613,0.000041499647,0.00010696768,0.000030400126,0.0000242702,0.000008765606,0.0007735847,3.799519e-7,0.9697299,0.00020564906,0.00001898402,0.029023657],"study_design_scores_gemma":[0.00023381722,0.00068963977,0.026632974,0.0004039558,0.000017058646,0.000025592946,0.00055672706,0.00008404216,0.960218,0.00013275308,0.010628364,0.0003770757],"about_ca_topic_score_codex":0.00009782017,"about_ca_topic_score_gemma":0.00039908398,"teacher_disagreement_score":0.02864658,"about_ca_system_score_codex":0.00003740213,"about_ca_system_score_gemma":0.000019624333,"threshold_uncertainty_score":0.2687426},"labels":[],"label_agreement":null},{"id":"W4394956094","doi":"10.1039/d3lc00985h","title":"Microflow sensing and control using an in-channel birefringent biomembrane","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Centre hospitalier de l'Université Laval; Institut National d'Optique; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polarizer; Birefringence; Channel (broadcasting); Volumetric flow rate; Calibration; Flow (mathematics); Calibration curve; Microfluidics; Materials science; Flow control (data); Optics; Computer science; Engineering; Nanotechnology; Chemistry; Chromatography; Physics; Mechanics; Electrical engineering; Telecommunications; Detection limit","score_opus":0.018341399253656174,"score_gpt":0.2251850096235536,"score_spread":0.2068436103698974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394956094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879058,0.0063467463,0.0039223265,0.0002033539,0.00041818485,0.00010958581,0.0000139613485,0.0009670303,0.00011302768],"genre_scores_gemma":[0.9987684,0.00038420764,0.00063237536,0.000084144594,0.00007481673,5.841461e-7,0.000002826424,0.000037715457,0.000014962749],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992936,0.00001636887,0.00014643856,0.00022530953,0.00006698573,0.00025129996],"domain_scores_gemma":[0.9997413,0.000031256423,0.0000085929405,0.00016837845,0.000007810535,0.000042651864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120234035,0.00016278477,0.00016863292,0.00028250515,0.000038206614,0.0000833034,0.000057132904,0.00012301144,0.0000034729474],"category_scores_gemma":[0.000010635128,0.00014472487,0.00002660659,0.0002462052,0.000050478517,0.000060724313,0.000023583578,0.00018960927,0.000013384618],"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":[0.000009182139,0.000011556373,0.00002772997,0.000112049245,0.000020102705,0.000113162205,0.00018418457,0.00024167342,0.97588676,0.000103035476,0.00012746736,0.023163104],"study_design_scores_gemma":[0.0005842255,0.00006641671,0.0002692677,0.0005839004,0.000028523928,0.00014372217,0.0002015518,0.522274,0.47024158,0.00060544175,0.004586339,0.00041503852],"about_ca_topic_score_codex":0.000044817345,"about_ca_topic_score_gemma":0.00002005458,"teacher_disagreement_score":0.5220323,"about_ca_system_score_codex":0.00006091203,"about_ca_system_score_gemma":0.0000093360095,"threshold_uncertainty_score":0.59017086},"labels":[],"label_agreement":null},{"id":"W4394966611","doi":"10.1039/d3lc01125a","title":"High-resolution low-cost LCD 3D printing for microfluidics and organ-on-a-chip devices","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":87,"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":"Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Microfluidics; 3D printing; Liquid-crystal display; Fabrication; Photopolymer; Nanotechnology; Chip; Microfluidic chip; Throughput; Organ-on-a-chip; High resolution; Materials science; Computer hardware; Computer science; Optoelectronics; Polymer; Telecommunications","score_opus":0.018556333532608656,"score_gpt":0.27682106674678314,"score_spread":0.2582647332141745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394966611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877216,0.0012618523,0.0062476653,0.00084952475,0.0009024057,0.0005286297,0.000044066448,0.00069848157,0.0017457369],"genre_scores_gemma":[0.9959056,0.00020021235,0.0027977878,0.00019051765,0.00045528426,0.00005898116,0.000025300413,0.000078658355,0.00028765167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863404,0.00003125649,0.0002278121,0.00033865526,0.0003002883,0.00046795773],"domain_scores_gemma":[0.9989606,0.00060978637,0.0000172321,0.00022968078,0.00003534218,0.00014736323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005613209,0.00018820273,0.00016990093,0.00018656207,0.00010618522,0.00018473263,0.00019461551,0.0001473706,0.00006575937],"category_scores_gemma":[0.00041947482,0.00016888256,0.000046708567,0.0003088013,0.00006576257,0.00006749726,0.00008263979,0.00043311442,0.00023307519],"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":[0.00018999269,0.00020824024,0.0032206436,0.0083002215,0.0003997585,0.000096727556,0.0014150923,0.0013992115,0.29348415,0.036714982,0.024359815,0.6302112],"study_design_scores_gemma":[0.0020113657,0.00039228992,0.028045515,0.0037085216,0.00007687208,0.000028059341,0.00009251471,0.18372266,0.3556675,0.0023600657,0.42265478,0.001239841],"about_ca_topic_score_codex":0.00001792713,"about_ca_topic_score_gemma":0.0000078837675,"teacher_disagreement_score":0.62897134,"about_ca_system_score_codex":0.00010146952,"about_ca_system_score_gemma":0.000034854922,"threshold_uncertainty_score":0.6886831},"labels":[],"label_agreement":null},{"id":"W4395016155","doi":"10.1039/d4lc00075g","title":"Automated dynamic inlet microfluidics system: 3D printer adaptation for cost-effective, low volume, on-demand multi-analyte droplet generator","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Analyte; Generator (circuit theory); Volume (thermodynamics); Inlet; On demand; Constant (computer programming); Dispersity; Nanotechnology; Adaptation (eye); Computer hardware; Process engineering; Computer science; Materials science; Chromatography; Engineering; Chemistry; Mechanical engineering; Power (physics); Chemical engineering; Physics; Optics","score_opus":0.013572537378413178,"score_gpt":0.2631874969228992,"score_spread":0.24961495954448604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395016155","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":[0.14799567,0.0005379621,0.8438669,0.00006798554,0.00096419005,0.0024134144,0.0003696637,0.0034371933,0.0003470159],"genre_scores_gemma":[0.9918767,0.00002261538,0.0052197007,0.00027159814,0.00013362081,0.0011035185,0.0005928619,0.00013835578,0.00064103416],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850744,0.000048616846,0.00048337787,0.0004312308,0.00018586394,0.0003434791],"domain_scores_gemma":[0.99931055,0.000076848555,0.00006436063,0.00032951048,0.00017119142,0.000047515085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042721388,0.00035454272,0.00031949655,0.00041323426,0.00009630516,0.00012290872,0.00016963329,0.00021070469,0.000020224737],"category_scores_gemma":[0.000042860553,0.00033275734,0.00010326674,0.00071949663,0.000047775353,0.0001268741,0.000028055854,0.00031593436,0.00017588136],"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":[0.00013099588,0.0001262685,0.00006328198,0.0024546182,0.00052554323,0.000045045297,0.0010092381,0.0019169473,0.85494506,0.010750211,0.062276732,0.06575606],"study_design_scores_gemma":[0.00055019883,0.00014729919,0.00024923927,0.00048693377,0.000045343088,0.000011833657,0.000044415865,0.7303125,0.2336157,0.000022520491,0.034201153,0.00031286245],"about_ca_topic_score_codex":0.0000051829184,"about_ca_topic_score_gemma":0.0000016552034,"teacher_disagreement_score":0.843881,"about_ca_system_score_codex":0.0006906653,"about_ca_system_score_gemma":0.000040214047,"threshold_uncertainty_score":0.99991244},"labels":[],"label_agreement":null},{"id":"W4396556644","doi":"10.1039/d3lc01027a","title":"Bridging barriers: advances and challenges in modeling biological barriers and measuring barrier integrity in organ-on-chip systems","year":2024,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet","keywords":"Bridging (networking); Organ-on-a-chip; Structural integrity; Nanotechnology; Risk analysis (engineering); Biochemical engineering; Computer science; Engineering; Medicine; Materials science; Microfluidics; Computer security","score_opus":0.15391280013351735,"score_gpt":0.33871397307399026,"score_spread":0.1848011729404729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396556644","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":[0.008319135,0.9890983,0.000042759635,0.0000794276,0.0005369206,0.0006524572,0.000037634625,0.0002584097,0.00097496423],"genre_scores_gemma":[0.10501218,0.8944117,0.000059690825,0.000013426126,0.00021746496,0.0001587002,0.000007433861,0.00010741354,0.000012021531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964413,0.00045608048,0.00080663717,0.0009863098,0.0005143015,0.0007953559],"domain_scores_gemma":[0.9982994,0.0006427504,0.000058307225,0.00040107282,0.000026750256,0.0005716795],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024625603,0.0006800362,0.0015895984,0.0009035642,0.000075082426,0.00018911558,0.0004190183,0.00072832854,0.000019601386],"category_scores_gemma":[0.0025645809,0.00051551976,0.0001231935,0.0005869016,0.00015921108,0.000113644564,0.00027191872,0.0032738256,0.000027340868],"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":[0.000020786245,0.000014374278,0.00019556319,0.06871911,0.00012981921,0.00021824239,0.0007319892,0.0011857554,0.000006075468,0.001026846,0.000014333552,0.9277371],"study_design_scores_gemma":[0.0012573397,0.00034990683,0.00006995,0.25164977,0.00020560205,0.00019425107,0.0021292218,0.2894969,0.000018166656,0.00114996,0.45041564,0.0030632936],"about_ca_topic_score_codex":0.000040398278,"about_ca_topic_score_gemma":0.000058920727,"teacher_disagreement_score":0.9246738,"about_ca_system_score_codex":0.00038148146,"about_ca_system_score_gemma":0.00015432594,"threshold_uncertainty_score":0.99972963},"labels":[],"label_agreement":null},{"id":"W4396687661","doi":"10.1039/d3lc01047c","title":"Low yield stress measurements with a microfluidic rheometer","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical 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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Rheometer; Yield (engineering); Microfluidics; Stress (linguistics); Materials science; Composite material; Rheology; Nanotechnology","score_opus":0.02042601088753924,"score_gpt":0.2271783220581074,"score_spread":0.20675231117056816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396687661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236363,0.0076260846,0.03755232,0.0009608987,0.00086436694,0.00026613372,0.00006319227,0.000717201,0.028313505],"genre_scores_gemma":[0.9916954,0.00010279775,0.00023288313,0.00027478414,0.0000908273,0.000027661725,0.000008525525,0.00003141892,0.007535696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921906,0.000011189882,0.00011777551,0.00025307733,0.00015602601,0.00024286353],"domain_scores_gemma":[0.9996372,0.00009914122,0.000011150535,0.0001826884,0.000021802116,0.00004801773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000799197,0.00015849761,0.00015297359,0.00007314101,0.000050073955,0.000025851195,0.0001143932,0.00008140693,0.00012364397],"category_scores_gemma":[0.000045784775,0.00011582323,0.000049178987,0.00016050982,0.000047092206,0.00004322964,0.000037914502,0.00025313537,0.00022573075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032938557,0.00032305627,0.011011506,0.0008450372,0.0013672331,0.00026076808,0.0016471519,0.00052127574,0.9324228,0.036339384,0.010185179,0.0047472045],"study_design_scores_gemma":[0.0022487286,0.0008914639,0.0057819993,0.004912195,0.00030810887,0.00007908011,0.00017447949,0.07930968,0.897678,0.0006689283,0.0061791833,0.0017681546],"about_ca_topic_score_codex":0.000012170129,"about_ca_topic_score_gemma":0.000014483777,"teacher_disagreement_score":0.0787884,"about_ca_system_score_codex":0.000038467304,"about_ca_system_score_gemma":0.000013602169,"threshold_uncertainty_score":0.47231343},"labels":[],"label_agreement":null},{"id":"W4396694438","doi":"10.1039/d3lc01090b","title":"Integrating microfluidics and synthetic biology: advancements and diverse applications across organisms","year":2024,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","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":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Synthetic biology; Microfluidics; Computational biology; Nanotechnology; Biology; Biochemical engineering; Data science; Engineering; Computer science; Materials science","score_opus":0.017034759693627114,"score_gpt":0.32170140585691276,"score_spread":0.30466664616328565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396694438","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":[0.0018189776,0.99686193,0.0003542937,0.000017573102,0.0002455154,0.00035540524,0.00028243772,0.000025643412,0.000038201822],"genre_scores_gemma":[0.00057650986,0.9976815,0.00047173648,0.000037822654,0.00034472675,0.000068942674,0.00033434105,0.000036386165,0.00044801115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990776,0.000032422806,0.00018741899,0.0005071154,0.000030628715,0.00016481643],"domain_scores_gemma":[0.9996115,0.000004737027,0.000066559114,0.0002501848,0.000018720144,0.000048297887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012132844,0.000250971,0.00034504183,0.000040019484,0.000081465834,0.000038139082,0.000093903414,0.00022726192,0.0000025926622],"category_scores_gemma":[0.000037711197,0.00018725813,0.000065254586,0.000105039006,0.00007833064,0.0000014280055,0.00015626714,0.00018822822,0.000020229483],"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":[0.0000027861956,0.000019270738,0.0000021905578,0.0025152008,0.00009529284,6.725583e-7,0.000035146353,6.450276e-8,0.090338275,0.000380372,0.00021373166,0.906397],"study_design_scores_gemma":[0.000063361025,0.000059691345,6.9084706e-7,0.00087968004,0.00018577545,0.00004220659,0.000022860138,4.1409865e-7,0.0033243035,0.0000238792,0.9952053,0.00019183302],"about_ca_topic_score_codex":0.0000041615754,"about_ca_topic_score_gemma":0.0000019610393,"teacher_disagreement_score":0.9949916,"about_ca_system_score_codex":0.000011425812,"about_ca_system_score_gemma":0.000024067775,"threshold_uncertainty_score":0.76361656},"labels":[],"label_agreement":null},{"id":"W4401936595","doi":"10.1039/d4lc00406j","title":"Integration of complementary split-ring resonators into digital microfluidics for manipulation and direct sensing of droplet composition","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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; Queen's University; National Research Council Canada; National Institute for Nanotechnology; University of Alberta","funders":"National Research Council Canada; University of Alberta","keywords":"Microfluidics; Resonator; Nanotechnology; Composition (language); Ring (chemistry); Digital microfluidics; Materials science; Chemistry; Optoelectronics; Organic chemistry; Art","score_opus":0.012364811008316377,"score_gpt":0.23759424894524517,"score_spread":0.2252294379369288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401936595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811174,0.0023596685,0.01566091,0.00008095663,0.00009675152,0.00014845248,0.000044663262,0.0002947962,0.00019638514],"genre_scores_gemma":[0.99650633,0.000117842006,0.0032053532,0.0000080016825,0.000020873325,0.0000024674832,0.00011237821,0.00001975627,0.000007017855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953187,0.0000071570216,0.00019246718,0.00011326226,0.00006023311,0.000095004514],"domain_scores_gemma":[0.9997763,0.00008540042,0.00002424945,0.000082051425,0.000020699441,0.000011292135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008998692,0.00008990908,0.00012535996,0.00013934168,0.00002955492,0.000028004215,0.000034284276,0.000047882808,8.3427943e-7],"category_scores_gemma":[0.000015441032,0.00008874132,0.00003321286,0.00011384439,0.00003016328,0.000078107725,0.000016009524,0.000077823286,4.6366256e-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":[0.000015809075,0.000006587733,0.0000889009,0.00029500268,0.000028436645,7.9741164e-7,0.00041018106,0.000026467906,0.90870583,0.003204,0.0003480371,0.086869955],"study_design_scores_gemma":[0.00015212793,0.000101851365,0.0003169156,0.00041935925,0.000019179563,0.0000050429826,0.00014865458,0.010006219,0.9857852,0.0017793858,0.0011779787,0.00008806999],"about_ca_topic_score_codex":0.000024873947,"about_ca_topic_score_gemma":0.0000044145454,"teacher_disagreement_score":0.08678188,"about_ca_system_score_codex":0.00005196787,"about_ca_system_score_gemma":0.0000050721947,"threshold_uncertainty_score":0.36187658},"labels":[],"label_agreement":null},{"id":"W4402080181","doi":"10.1039/d4lc00413b","title":"Single cell glucose-stimulated insulin secretion assay using nanowell-in-microwell plates","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","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":"Vancouver General Hospital; British Columbia Institute of Technology; BC Children's Hospital; University of British Columbia","funders":"Breakthrough T1D Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canadian Institutes of Health Research; China Scholarship Council; BC Children's Hospital; Michael Smith Health Research BC; Society for Laboratory Automation and Screening; Diabetes Canada; Juvenile Diabetes Research Foundation Canada","keywords":"Islet; Secretion; Insulin; Cell; Cell biology; Biology; Function (biology); Cell culture; Chemistry; Biochemistry; Endocrinology; Genetics","score_opus":0.02201512398033657,"score_gpt":0.25651593183168264,"score_spread":0.23450080785134608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402080181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97130543,0.0020169618,0.00011131568,0.00027753602,0.00055460323,0.00024695983,0.0000105938,0.00024367102,0.025232952],"genre_scores_gemma":[0.9958096,0.000050686227,0.00048275746,0.0007671322,0.00016636227,0.000004686614,0.00007826054,0.000041926814,0.0025985749],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988404,0.00007006196,0.00027309358,0.0003406108,0.00019636865,0.00027947983],"domain_scores_gemma":[0.99935836,0.00023710694,0.000040523842,0.00021049139,0.00003550254,0.00011799472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608838,0.00018996788,0.0002699009,0.0002689944,0.000043868386,0.000055913642,0.000046846635,0.00015923276,0.00063119177],"category_scores_gemma":[0.00014159299,0.00016213435,0.00008643911,0.00048200053,0.00003402051,0.000071286166,0.000019427194,0.0002749895,0.00063088525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029098417,0.00037789944,0.0027415869,0.00029107984,0.00003927805,0.00017600962,0.00042886747,0.0004214046,0.991445,0.00015328103,0.0007870894,0.002847532],"study_design_scores_gemma":[0.0032712687,0.0006621586,0.0036787807,0.0016235533,0.00015606638,0.000043075677,0.00012930438,0.13804114,0.8267869,0.00038452644,0.024847183,0.00037607385],"about_ca_topic_score_codex":0.00005426059,"about_ca_topic_score_gemma":0.0000040271802,"teacher_disagreement_score":0.16465811,"about_ca_system_score_codex":0.00017969318,"about_ca_system_score_gemma":0.0000864824,"threshold_uncertainty_score":0.8108964},"labels":[],"label_agreement":null},{"id":"W4402309270","doi":"10.1039/d4lc00715h","title":"Rapid miRNA detection in skin interstitial fluid using a hydrogel microneedle patch integrated with DNA probes and graphene oxide","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"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":"Graphene; Interstitial fluid; Nanotechnology; Biocompatibility; microRNA; Hyaluronic acid; Chemistry; Biomedical engineering; Materials science; Biochemistry; Pathology; Gene; Medicine","score_opus":0.04938815442349379,"score_gpt":0.352734752469738,"score_spread":0.3033465980462442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402309270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994699,0.0013820337,0.0021654435,0.00012199545,0.0005417011,0.00048060127,0.000049674763,0.00012943614,0.00043009792],"genre_scores_gemma":[0.9980764,0.00034819526,0.0005712722,0.00071218016,0.00007903597,0.000050816336,0.000018584324,0.000042372863,0.00010118924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985939,0.00021879343,0.0002767029,0.000429729,0.00011456498,0.00036627272],"domain_scores_gemma":[0.9995628,0.00014084659,0.000044439304,0.00011906518,0.000029675823,0.00010315057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002915395,0.00026794037,0.00022515934,0.0002931773,0.000113565664,0.000036840174,0.0001167058,0.0001982713,0.00015313337],"category_scores_gemma":[0.000014051052,0.0002297558,0.000049128204,0.00043494583,0.00021048509,0.00017133162,0.000036949208,0.0008179426,0.000023925328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003311843,0.00051508844,0.0018823766,0.000337496,0.00037519162,0.0004465587,0.0032281044,0.0015146559,0.8997086,0.00030810165,0.00010032298,0.088271625],"study_design_scores_gemma":[0.0031504035,0.0005789487,0.00056196813,0.00049313105,0.00018172376,0.00017025719,0.00054111885,0.061672274,0.91513264,0.00046179493,0.016565379,0.0004903549],"about_ca_topic_score_codex":0.00023940101,"about_ca_topic_score_gemma":0.00046362032,"teacher_disagreement_score":0.08778127,"about_ca_system_score_codex":0.00013384955,"about_ca_system_score_gemma":0.000063515836,"threshold_uncertainty_score":0.93691695},"labels":[],"label_agreement":null},{"id":"W4402455034","doi":"10.1039/d4lc00533c","title":"Sample-to-answer centrifugal microfluidic droplet PCR platform for quantitation of viral load","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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 Toronto; Canadian Space Agency; McGill University; National Research Council Canada","funders":"National Research Council Canada; Canadian Space Agency","keywords":"Digital polymerase chain reaction; Microfluidics; Cartridge; Multiplex; Sample preparation; Nanotechnology; Chromatography; Materials science; Computer science; Chemistry; Polymerase chain reaction; Biology; Bioinformatics; Gene","score_opus":0.02072700047669651,"score_gpt":0.2687966768301561,"score_spread":0.2480696763534596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402455034","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":[0.15535887,0.0013264545,0.83734244,0.00015463255,0.0010438154,0.0006438483,0.00039448874,0.00057830865,0.003157177],"genre_scores_gemma":[0.9916641,0.000039338738,0.0070293737,0.0004249797,0.00016962756,0.00008266716,0.00027239398,0.00005971167,0.00025779544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990203,0.0000053524727,0.0003573331,0.00020355772,0.00018092792,0.00023252147],"domain_scores_gemma":[0.99951893,0.00008240257,0.00002824934,0.00018782775,0.00015166443,0.00003094188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002561344,0.00017272556,0.00018248752,0.00026615668,0.00003468281,0.00003646966,0.000132087,0.000105889114,0.00004661795],"category_scores_gemma":[0.00007589808,0.00016720139,0.000071389266,0.0005867608,0.000030657087,0.000120961246,0.000019279123,0.00014969899,0.000043631924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056125795,0.000029549385,0.000029395573,0.00031402995,0.000041577438,0.0000013136043,0.00037154523,0.000008159474,0.60208964,0.3167045,0.05677745,0.023576716],"study_design_scores_gemma":[0.00024161243,0.0001812734,0.00010856265,0.00020079922,0.0000156404,0.0000032049147,0.000045484638,0.0010027776,0.72400147,0.0050546867,0.26895076,0.00019371287],"about_ca_topic_score_codex":0.000020422722,"about_ca_topic_score_gemma":6.7088706e-7,"teacher_disagreement_score":0.83630526,"about_ca_system_score_codex":0.00021059127,"about_ca_system_score_gemma":0.00009431153,"threshold_uncertainty_score":0.6818275},"labels":[],"label_agreement":null},{"id":"W4402609937","doi":"10.1039/d4lc00530a","title":"Reversible bonding in thermoplastic elastomer microfluidic platforms for harvestable 3D microvessel networks","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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; University Health Network; McGill University; Medical Council of Canada","funders":"","keywords":"Microfluidics; Polystyrene; Thermoplastic elastomer; Elastomer; Thermoplastic; Materials science; Microvessel; Thermoforming; Composite material; Nanotechnology; Polymer; Copolymer","score_opus":0.01602588885277305,"score_gpt":0.2595507018263424,"score_spread":0.24352481297356932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402609937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94218665,0.008923279,0.033667408,0.00030177474,0.0023037551,0.0008261862,0.000045254426,0.0009015414,0.010844157],"genre_scores_gemma":[0.9920978,0.00039311932,0.0011280861,0.000109549066,0.00025400965,0.00008381301,0.000025271052,0.0001064373,0.005801931],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986267,0.000010864843,0.00023540315,0.00028435822,0.0002001159,0.0006425501],"domain_scores_gemma":[0.99899805,0.0006532369,0.0000116218625,0.00020255838,0.000015356194,0.000119196964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005196324,0.00018029702,0.00018862338,0.00031877527,0.000053183812,0.0001387735,0.00023726503,0.00015780878,0.00013325563],"category_scores_gemma":[0.00014422249,0.00015908568,0.000065236745,0.0006376372,0.000046822734,0.0001427005,0.00006007707,0.0005352812,0.00020858781],"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":[0.00035622,0.00028032914,0.0030598873,0.0054771057,0.00045476225,0.00028453724,0.0015439786,0.016923266,0.5590812,0.044947654,0.28854436,0.07904671],"study_design_scores_gemma":[0.0014892753,0.00021818434,0.0027313067,0.002554788,0.00003201565,0.000024682651,0.00007810141,0.39945388,0.04331513,0.0021613652,0.54713243,0.0008088562],"about_ca_topic_score_codex":0.000012780338,"about_ca_topic_score_gemma":0.000008703511,"teacher_disagreement_score":0.5157661,"about_ca_system_score_codex":0.00019652666,"about_ca_system_score_gemma":0.000043504842,"threshold_uncertainty_score":0.6487326},"labels":[],"label_agreement":null},{"id":"W4404447321","doi":"10.1039/d4lc00643g","title":"Automated Dynamic Inlet Microfluidics (ADIM) system: cost-effective biaxial nanoliter droplet on demand generation platform and its application in agglutination assays","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inlet; On demand; Aerospace engineering; Computer science; Materials science; Process engineering; Nanotechnology; Environmental science; Engineering; Mechanical engineering; Multimedia","score_opus":0.011226649941656544,"score_gpt":0.2530912868104254,"score_spread":0.24186463686876888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404447321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89256024,0.0010415715,0.10044356,0.00010001051,0.00044056404,0.002202462,0.000101978825,0.001882039,0.001227574],"genre_scores_gemma":[0.9981507,0.00007261982,0.00011450628,0.00013130931,0.000106751875,0.0006612771,0.0006628765,0.000056001576,0.000043950833],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987992,0.000041608502,0.0003886038,0.00035033247,0.00018325595,0.00023700533],"domain_scores_gemma":[0.9996002,0.000057360605,0.000053653304,0.00017211096,0.00008719846,0.000029521945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051833026,0.00025093253,0.00020313157,0.00055734755,0.00007327374,0.00008863666,0.00008415804,0.00023235855,0.0000036085487],"category_scores_gemma":[0.000027171893,0.00024647726,0.000026828233,0.0008763946,0.000026705378,0.00021707283,0.000023005032,0.00031065333,0.000056965608],"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":[0.000028448212,0.000029370436,0.000043314205,0.0004061928,0.00003303574,0.000011151006,0.00046835426,0.00013176091,0.9013724,0.053851232,0.002005976,0.0416188],"study_design_scores_gemma":[0.00040287615,0.0001031832,0.0011324598,0.0003458039,0.000013293349,0.00002260188,0.000023113946,0.53174293,0.4609441,0.00017665127,0.00485196,0.00024106806],"about_ca_topic_score_codex":0.000008459531,"about_ca_topic_score_gemma":0.0000045287293,"teacher_disagreement_score":0.53161114,"about_ca_system_score_codex":0.00081856054,"about_ca_system_score_gemma":0.000023528191,"threshold_uncertainty_score":0.99999875},"labels":[],"label_agreement":null},{"id":"W4404568725","doi":"10.1039/d4lc00816b","title":"A multimodal digital microfluidic testing platform for antibody-producing cell lines","year":2024,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Digital microfluidics; Cell culture; Antibody; Nanotechnology; Chemistry; Computer science; Materials science; Biology; Immunology","score_opus":0.015512034463193727,"score_gpt":0.2399403786315307,"score_spread":0.22442834416833696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404568725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729906,0.015952053,0.0037333965,0.00013400946,0.00050900306,0.00025471274,0.00006366528,0.0042753876,0.0020871784],"genre_scores_gemma":[0.9965733,0.00019630698,0.002250035,0.000036618396,0.0002818682,0.000031474974,0.00004222724,0.00008494846,0.0005031646],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896264,0.000002336901,0.00020270298,0.0003239325,0.00007965535,0.00042871688],"domain_scores_gemma":[0.99944144,0.00023890512,0.000016097443,0.00023990525,0.00002685375,0.000036805915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149629,0.00022039782,0.00016994026,0.00016456557,0.00008400242,0.00019479735,0.00017671195,0.0001210666,0.0000034896163],"category_scores_gemma":[0.00022366444,0.00019941448,0.00007972869,0.00030316753,0.000028510669,0.0001479182,0.000036497124,0.00028420868,0.000078708516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006855616,0.000017851034,0.00013264592,0.00039932982,0.000024865089,0.000013207397,0.0002102195,0.000045783618,0.9141399,0.00014190076,0.0071442514,0.07772316],"study_design_scores_gemma":[0.0002570332,0.00014391445,0.000086673404,0.00034119526,0.000016275922,0.00002535314,0.00006453992,0.0043664337,0.9689515,0.0004862781,0.024966732,0.00029406164],"about_ca_topic_score_codex":0.000008650527,"about_ca_topic_score_gemma":5.527387e-7,"teacher_disagreement_score":0.07742909,"about_ca_system_score_codex":0.00005880462,"about_ca_system_score_gemma":0.000027505428,"threshold_uncertainty_score":0.8131887},"labels":[],"label_agreement":null},{"id":"W4406118384","doi":"10.1039/d4lc00760c","title":"Repackable microfluidic molecularly imprinted solid-phase extraction coupled with mass spectrometry (μMISPE-MS) for rapid analysis of mycotoxin in agri-foods: an example of zearalenone","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Zearalenone; Solid phase extraction; Mycotoxin; Chromatography; Mass spectrometry; Chemistry; Extraction (chemistry); Food science","score_opus":0.020077117185365305,"score_gpt":0.28850516150559713,"score_spread":0.2684280443202318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406118384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962287,0.00044655445,0.0015603576,0.00012645943,0.000045415058,0.0006162208,0.000130682,0.00003843942,0.00080716924],"genre_scores_gemma":[0.9977506,0.00016392821,0.0012857923,0.00011488473,0.000043926124,0.000053436994,0.000303913,0.0000022888341,0.00028124588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829125,0.00013182782,0.00050414354,0.00051292736,0.0002406606,0.0003191941],"domain_scores_gemma":[0.9990219,0.0002631555,0.0002774041,0.00021282592,0.00014660726,0.000078111196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049780466,0.00021951429,0.0006002557,0.00020722041,0.000081185695,0.000033723958,0.00028435604,0.00016504909,0.00029475614],"category_scores_gemma":[0.000065437525,0.000092352646,0.00022488787,0.0028824175,0.000055744556,0.0001123766,0.000026799955,0.00019395405,0.0000018196278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180318,0.0009027915,0.0012343451,0.00003800202,0.00037692816,0.000004355389,0.00008508027,0.000018705045,0.9943158,0.0006131673,0.00008181446,0.0015109618],"study_design_scores_gemma":[0.0015706507,0.0034218677,0.09276838,0.00010574814,0.00042255453,0.000002639792,0.0004458303,0.000980011,0.8986128,0.00028807682,0.00110573,0.00027572372],"about_ca_topic_score_codex":0.0012826417,"about_ca_topic_score_gemma":0.0013458834,"teacher_disagreement_score":0.09570303,"about_ca_system_score_codex":0.00004943281,"about_ca_system_score_gemma":0.000020307432,"threshold_uncertainty_score":0.37660316},"labels":[],"label_agreement":null},{"id":"W4406153966","doi":"10.1039/d4lc00572d","title":"Synergizing microfluidics and plasmonics: advances, applications, and future directions","year":2025,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","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 Victoria; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microfluidics; Nanotechnology; Plasmon; Ranging; Engineering; Materials science; Optoelectronics; Telecommunications","score_opus":0.01353439210579805,"score_gpt":0.2774562077066452,"score_spread":0.26392181560084715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406153966","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":[0.00020833731,0.9977123,0.000014178851,0.00014753528,0.00013372833,0.0005058541,0.00013435165,0.00007640654,0.0010672669],"genre_scores_gemma":[0.000031833773,0.9982029,0.00050342956,0.00008180781,0.00022567899,0.0005899639,0.000022158767,0.000016722535,0.0003254604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989175,0.00006595405,0.00029200737,0.0004524989,0.00008910461,0.00018294182],"domain_scores_gemma":[0.9991987,0.00024785646,0.00012955187,0.00032324254,0.000018550154,0.00008214469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013880341,0.00022860475,0.00053754455,0.000084245825,0.0003260343,0.00011899199,0.00015714954,0.000140675,0.000025487027],"category_scores_gemma":[0.000013362891,0.00017764144,0.000077682314,0.00023897692,0.00006949439,0.000058684556,0.00007495028,0.00014708845,0.000041441814],"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":[0.00000120925,0.00003615242,0.0000015361682,0.0025271464,0.000008131466,3.72106e-7,0.000017962002,4.6451397e-8,0.0007362253,0.013888506,0.00026028347,0.9825224],"study_design_scores_gemma":[0.000055242857,0.000009752337,0.0000028691854,0.0016141966,0.0001603547,0.000008292382,0.000021520842,8.726524e-7,0.00090058544,0.00019410165,0.99685544,0.00017678294],"about_ca_topic_score_codex":0.0000048343495,"about_ca_topic_score_gemma":0.0000045428014,"teacher_disagreement_score":0.99659514,"about_ca_system_score_codex":0.000026947017,"about_ca_system_score_gemma":0.00007575362,"threshold_uncertainty_score":0.7244008},"labels":[],"label_agreement":null},{"id":"W4406773831","doi":"10.1039/d4lc00835a","title":"A pumpless microfluidic co-culture system to model the effects of shear flow on biological barriers","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Ted Rogers Centre for Heart Research; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation","keywords":"Microscale chemistry; Microfluidics; Nanotechnology; Drug delivery; Key (lock); Biochemical engineering; Cell biology; Biology; Engineering; Materials science; Ecology; Psychology","score_opus":0.011982100132677333,"score_gpt":0.273610134417088,"score_spread":0.26162803428441067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406773831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410976,0.000517572,0.0041993763,0.00055021595,0.00036398743,0.0006461264,0.000033920707,0.0002701413,0.009308874],"genre_scores_gemma":[0.9988032,0.00008153139,0.0002830341,0.0004478862,0.00004146313,0.00006869292,0.0000042135653,0.000015241082,0.00025473576],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998947,0.00010478828,0.00016824421,0.00020434894,0.00026981227,0.00030579194],"domain_scores_gemma":[0.9990211,0.0004379969,0.000011586019,0.00035148568,0.000028908127,0.00014891049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036500627,0.00014156208,0.00021099304,0.000099245124,0.0000756012,0.000024683206,0.00040962733,0.00015869486,0.000011981866],"category_scores_gemma":[0.00076483324,0.00008386001,0.00006750242,0.00035249093,0.00007875851,0.000009621188,0.00007245934,0.00037951427,0.0000764073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041328208,0.00014343383,0.0009176847,0.005043004,0.00038880704,0.000056823734,0.003104981,0.028120771,0.7731469,0.042478353,0.12523903,0.020946888],"study_design_scores_gemma":[0.0017611852,0.00082134566,0.004116621,0.0037759242,0.00003141677,0.0000051497036,0.00037351422,0.29909056,0.64992684,0.00048914726,0.03904246,0.00056587206],"about_ca_topic_score_codex":0.0000065132576,"about_ca_topic_score_gemma":4.784672e-7,"teacher_disagreement_score":0.27096978,"about_ca_system_score_codex":0.00011312954,"about_ca_system_score_gemma":0.000034841865,"threshold_uncertainty_score":0.3419712},"labels":[],"label_agreement":null},{"id":"W4407130374","doi":"10.1039/d4lc01023j","title":"Design and simulation of biomimetic microfluidic designs to achieve uniform flow and DNA capture for high-throughput multiplexing","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Analyte; Microfluidics; Throughput; Multiplexing; Nanotechnology; Computer science; Materials science; Chemistry; Chromatography; Telecommunications","score_opus":0.02309176993688566,"score_gpt":0.24465309968930826,"score_spread":0.2215613297524226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407130374","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":[0.40900433,0.0015433759,0.58834624,0.0002631962,0.00009308277,0.0004750194,0.000027221226,0.0002198773,0.000027651457],"genre_scores_gemma":[0.9417032,0.000217963,0.057865962,0.00011590495,0.000012898159,0.000010057377,0.000010860148,0.000019110897,0.00004403662],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936134,0.000018275929,0.000182358,0.00019943024,0.000051678602,0.000186896],"domain_scores_gemma":[0.99947834,0.0002601502,0.000024220199,0.0001747727,0.00003170103,0.00003079216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514318,0.00016314026,0.00021232721,0.00018333038,0.00006681947,0.000024145418,0.00007756061,0.00016018396,0.0000013018291],"category_scores_gemma":[0.00008592326,0.00014492348,0.000022708624,0.00021461923,0.00005658792,0.00003841426,0.0000421283,0.00008322494,0.0000012725255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015846825,0.000019531968,0.000039423343,0.00022209452,0.000049954164,0.0000013379346,0.00040193496,0.01946968,0.95856357,0.0009588874,0.002094686,0.01802044],"study_design_scores_gemma":[0.00086718594,0.00019834389,0.00030109653,0.00022132577,0.00004132032,0.0000019052147,0.00010580725,0.1464483,0.84739155,0.0027455918,0.0014596777,0.00021788037],"about_ca_topic_score_codex":0.000013822481,"about_ca_topic_score_gemma":0.0000023538132,"teacher_disagreement_score":0.53269887,"about_ca_system_score_codex":0.000037713675,"about_ca_system_score_gemma":0.000013202928,"threshold_uncertainty_score":0.5909808},"labels":[],"label_agreement":null},{"id":"W4407238410","doi":"10.1039/d4lc00966e","title":"Smartphones as a platform for molecular analysis: concepts, methods, devices and future potential","year":2025,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":42,"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; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Nanotechnology; Computer science; Data science; Systems engineering; Human–computer interaction; Biochemical engineering; Engineering; Materials science","score_opus":0.014961308988410178,"score_gpt":0.3330954762307247,"score_spread":0.3181341672423145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407238410","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":[0.000021713458,0.98840964,0.009658402,0.000030461691,0.00039666586,0.00037006213,0.00008267532,0.00012592925,0.0009044423],"genre_scores_gemma":[0.00009873964,0.99527895,0.003693412,0.0000897961,0.00034429962,0.00007048913,0.000101613776,0.000034453253,0.00028821392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990134,0.00005251801,0.00031054116,0.00031471762,0.00009949364,0.00020929925],"domain_scores_gemma":[0.99947965,0.00013740195,0.00006594359,0.00021217568,0.00002563283,0.00007920717],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015166948,0.00033557034,0.0011243097,0.0002891389,0.000057592675,0.00007804211,0.00011163562,0.00038609907,0.000033882392],"category_scores_gemma":[0.000026642912,0.00025785476,0.00063780195,0.0006176209,0.000020720383,0.000032030744,0.000023442937,0.00027654823,0.000009257267],"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":[0.000005451688,0.0000073865253,8.395662e-8,0.009707012,0.0014465358,0.0000059423883,0.0000099100625,0.000038721573,0.000006047342,0.0019617903,0.00008835659,0.98672277],"study_design_scores_gemma":[0.00014136506,0.000042555323,0.0000031159962,0.0012314119,0.0062635476,0.0000061456526,0.000020426034,0.0024940697,0.00006365374,0.00034319644,0.98908126,0.00030927837],"about_ca_topic_score_codex":0.0000067757856,"about_ca_topic_score_gemma":0.00001187351,"teacher_disagreement_score":0.98899287,"about_ca_system_score_codex":0.00003100972,"about_ca_system_score_gemma":0.000024992927,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W4407877167","doi":"10.1039/d4lc01002g","title":"A digital microfluidic approach to increasing sample volume and reducing bead numbers in single molecule array assays","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Toronto","funders":"National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; University of Toronto; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs","keywords":"Microfluidics; Bead; Digital microfluidics; Digital polymerase chain reaction; Sample (material); Nanotechnology; Volume (thermodynamics); Materials science; Molecule; Magnetic bead; Chromatography; Chemistry; Optoelectronics; Physics; Composite material; Biochemistry","score_opus":0.006815273285068366,"score_gpt":0.19934895214979384,"score_spread":0.19253367886472547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407877167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95962477,0.0026634855,0.0095436415,0.00022241185,0.00007398303,0.00018719178,0.000016740069,0.00068731373,0.02698045],"genre_scores_gemma":[0.9961279,0.00006513536,0.0033398524,0.00014254038,0.000017916334,0.000023834255,0.000015953448,0.000032283173,0.00023459858],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900687,0.000023226075,0.00019775647,0.00030828398,0.00007737184,0.00038647602],"domain_scores_gemma":[0.9995761,0.00009848879,0.00001682338,0.00024714903,0.000012410362,0.000049054102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734493,0.00018781553,0.00021209382,0.00028702413,0.00006048844,0.000119485885,0.000155832,0.00012126485,0.0000014660524],"category_scores_gemma":[0.00037483542,0.00020479488,0.000032840624,0.00052896974,0.000039239803,0.00008114319,0.000054256725,0.00028010315,0.000008523339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021563223,0.00007692755,0.0033139035,0.00008503801,0.000027469758,0.0000035467424,0.00045445457,0.00006982745,0.9648554,0.00038964907,0.004418757,0.026283516],"study_design_scores_gemma":[0.00060520566,0.00010745877,0.0024093627,0.00047186497,0.000015473006,0.00002669626,0.0005322172,0.00023156937,0.98085374,0.0006047434,0.013677088,0.0004645781],"about_ca_topic_score_codex":0.00021197695,"about_ca_topic_score_gemma":0.000006147845,"teacher_disagreement_score":0.036503103,"about_ca_system_score_codex":0.00016220773,"about_ca_system_score_gemma":0.00002077489,"threshold_uncertainty_score":0.83512926},"labels":[],"label_agreement":null},{"id":"W4410282931","doi":"10.1039/d5lc00103j","title":"A compartmentalization-free microfluidic digital assay for detecting picogram levels of protein analytes","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Ottawa; National Research Council Canada; University of Toronto","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health; Canada Research Chairs","keywords":"Compartmentalization (fire protection); Microfluidics; Analyte; Protein detection; Chromatography; Digital polymerase chain reaction; Sensitivity (control systems); Chemistry; Computer science; Computational biology; Nanotechnology; Biology; Biochemistry; Materials science; Engineering; Enzyme","score_opus":0.011998335574655317,"score_gpt":0.2372207840765321,"score_spread":0.22522244850187678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410282931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564481,0.003934264,0.03572513,0.00017045943,0.00009747627,0.0005868164,0.00013180728,0.0009875441,0.0019184239],"genre_scores_gemma":[0.99854827,0.000020947178,0.0009875341,0.000031083204,0.000013977591,0.000076073375,0.000014901593,0.000020496189,0.00028674066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993219,0.000010639725,0.000224002,0.0001514965,0.00006838743,0.00022357177],"domain_scores_gemma":[0.9995227,0.00010970059,0.000039314866,0.00027682338,0.000034880355,0.000016610338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197682,0.00013615149,0.00018925048,0.00017489605,0.000060366074,0.000043222833,0.00022375937,0.00008089507,0.0000038910616],"category_scores_gemma":[0.00030374798,0.0001332084,0.00007225201,0.00034015608,0.0000391032,0.000050612798,0.000041025574,0.00010295997,0.0000023892408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017944614,0.000058062447,0.0011611099,0.00025613618,0.00013328112,7.2476047e-7,0.000076704026,0.000025335028,0.9318978,0.0035350162,0.0043297084,0.058508154],"study_design_scores_gemma":[0.00052854244,0.00009504116,0.0003507183,0.00019105583,0.000016922702,0.000001001802,0.0000781074,0.0002765951,0.9904055,0.0025026945,0.0054322756,0.0001215469],"about_ca_topic_score_codex":0.0000044995245,"about_ca_topic_score_gemma":0.0000038205267,"teacher_disagreement_score":0.058507673,"about_ca_system_score_codex":0.0000513026,"about_ca_system_score_gemma":0.000018393113,"threshold_uncertainty_score":0.5432081},"labels":[],"label_agreement":null},{"id":"W4410483765","doi":"10.1039/d4lc00772g","title":"Rapid screening of CO<sub>2</sub> capture fluids","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Carbon Dioxide Capture 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":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Chemistry; Environmental science","score_opus":0.009161729569649025,"score_gpt":0.2117019850616492,"score_spread":0.20254025549200017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410483765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95451355,0.0030158232,0.002265681,0.00033790944,0.0003339298,0.0002022237,0.000028584476,0.0017692128,0.03753306],"genre_scores_gemma":[0.99881065,0.00013008658,0.000670488,0.00021177715,0.000031669035,0.000018446959,0.000008671937,0.000029760135,0.00008843055],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921465,0.000014667643,0.0002104187,0.00017833812,0.00014822649,0.00023371301],"domain_scores_gemma":[0.99937916,0.000083069695,0.000026169104,0.0004523354,0.000028635275,0.000030645515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102966,0.00018524335,0.00026511773,0.00025786506,0.000013895955,0.00001560369,0.00024647044,0.00021244779,0.000016068305],"category_scores_gemma":[0.00011361282,0.00018222381,0.00009537621,0.00042326312,0.00006676781,0.00004112471,0.000048748807,0.00034487058,0.000016689555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003245281,0.000022549071,0.0004814458,0.00019758663,0.00013013139,0.000018130555,0.0001733482,0.0027474829,0.9236351,0.012142425,0.021133412,0.03928589],"study_design_scores_gemma":[0.00041551408,0.000029402929,0.002820204,0.0001815673,0.00002203855,0.0000030669728,0.0001315102,0.0018696024,0.9859542,0.0005397885,0.00784042,0.00019264269],"about_ca_topic_score_codex":0.000006212324,"about_ca_topic_score_gemma":0.0000116810725,"teacher_disagreement_score":0.0623191,"about_ca_system_score_codex":0.000046067584,"about_ca_system_score_gemma":0.000014000656,"threshold_uncertainty_score":0.7430871},"labels":[],"label_agreement":null},{"id":"W4410775599","doi":"10.1039/d5lc00308c","title":"A combined digital microfluidic test for assessing infection and immunity status for viral disease in saliva","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Biosensors and Analytical Detection","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 Ottawa; McGill University; Medical Council of Canada; National Research Council Canada; University of Toronto","funders":"National Research Council Canada; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Saliva; Immunity; Immune system; Immunology; Microfluidics; Immune status; Virology; Medicine; Materials science; Internal medicine; Nanotechnology","score_opus":0.008231124967301452,"score_gpt":0.24308499937426112,"score_spread":0.23485387440695968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410775599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946106,0.00013245469,0.004365677,0.00007938611,0.00011110959,0.00023587201,0.000069610054,0.000087596505,0.00030769903],"genre_scores_gemma":[0.9996814,0.000042614185,0.00005161543,0.000046138615,0.000022832199,0.000027780221,0.000030193964,0.000011147626,0.00008627935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996162,0.000006817075,0.00010718219,0.000094750256,0.00002753932,0.00014747678],"domain_scores_gemma":[0.9996911,0.00016939346,0.000009956692,0.00006804213,0.00001594177,0.00004555939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046249454,0.00008003456,0.00009563952,0.000085559186,0.00005530662,0.00011961108,0.000018173936,0.00004308428,9.694176e-7],"category_scores_gemma":[0.00019758688,0.0000781875,0.00003802737,0.00011305283,0.000017532044,0.000116384945,0.000009428528,0.000083689134,8.651077e-7],"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":[0.0014799986,0.001460823,0.5168137,0.003964449,0.00020678696,0.000008916756,0.00030123125,0.0011859387,0.2564334,0.013350425,0.002923572,0.20187077],"study_design_scores_gemma":[0.0032706326,0.00029205607,0.8247456,0.00033440584,0.000054693242,4.0757976e-7,0.000029695915,0.14134546,0.014567565,0.009694899,0.0053432905,0.00032130707],"about_ca_topic_score_codex":0.000028361557,"about_ca_topic_score_gemma":0.000009404005,"teacher_disagreement_score":0.3079319,"about_ca_system_score_codex":0.000052955664,"about_ca_system_score_gemma":0.000011377179,"threshold_uncertainty_score":0.31883937},"labels":[],"label_agreement":null},{"id":"W4410780488","doi":"10.1039/d5lc00075k","title":"Late-stage placental barrier model for transport studies of prescription drugs during pregnancy","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pregnancy and Medication Impact","field":"Medicine","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Stage (stratigraphy); Pregnancy; Medical prescription; Medicine; Obstetrics; Pharmacology; Gynecology; Andrology; Chemistry; Biology","score_opus":0.03535197443087119,"score_gpt":0.32633958495038634,"score_spread":0.29098761051951516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410780488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901968,0.0025851808,0.0011522422,0.0006061733,0.00019546172,0.00093134283,0.0001195782,0.00007205659,0.0041411337],"genre_scores_gemma":[0.95730203,0.0004208054,0.00030033963,0.0002302264,0.000025597235,0.00012155526,0.000031485626,0.000012373256,0.041555557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991871,0.000013834009,0.000263438,0.00019213372,0.00016554621,0.00017791541],"domain_scores_gemma":[0.9995154,0.000042671858,0.00007461518,0.00023014887,0.0000629742,0.00007419436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009023986,0.00011722277,0.0002656438,0.000105702704,0.00006267601,0.0000020517773,0.00006073836,0.0000694895,0.000019491905],"category_scores_gemma":[0.00013333425,0.00009652464,0.00010315621,0.00009945751,0.000058462727,0.00007072428,0.0000106926445,0.000107115884,0.000001729103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026487965,0.0059586605,0.13912332,0.064041436,0.005352538,0.00012823334,0.1778471,0.012033547,0.45903453,0.04860138,0.0072424063,0.054148875],"study_design_scores_gemma":[0.04952772,0.0013414342,0.26548418,0.06530827,0.0017946124,0.0000116572155,0.004819853,0.08743749,0.5156232,0.0036891943,0.0038978762,0.0010645111],"about_ca_topic_score_codex":0.000004805416,"about_ca_topic_score_gemma":0.0000068559048,"teacher_disagreement_score":0.17302726,"about_ca_system_score_codex":0.00006171592,"about_ca_system_score_gemma":0.00011848766,"threshold_uncertainty_score":0.39361605},"labels":[],"label_agreement":null},{"id":"W4411689960","doi":"10.1039/d5lc00311c","title":"Spheroid-based skin-on-a-chip platform for the evaluation of the toxicity of small molecules and nanoparticles","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Animal testing and alternatives","field":"Veterinary","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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; BASF Corporation","keywords":"Skin irritation; Skin sensitization; Toxicity; Human skin; Sensitization; Nanotechnology; Irritation; Nanoparticle; Chip; Spheroid; Chemistry; Materials science; In vitro; Computer science; Dermatology; Medicine; Organic chemistry; Biology; Biochemistry","score_opus":0.17906067573323659,"score_gpt":0.3843064273246267,"score_spread":0.20524575159139014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411689960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968366,0.00013277396,0.00020423166,0.0004175315,0.000058553327,0.0003971029,0.000025818923,0.000016368323,0.0019110101],"genre_scores_gemma":[0.9991136,0.0000019671422,0.00046853785,0.0002803589,0.00002074878,0.000034749857,0.000001141911,0.000007504768,0.000071380964],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993217,0.00009236491,0.00016312867,0.00013847394,0.00018450619,0.00009985603],"domain_scores_gemma":[0.99872106,0.00085035135,0.000120204786,0.00021490495,0.000079935024,0.000013564581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053040835,0.00008922282,0.00011234031,0.00002234656,0.00010457652,0.000012032999,0.00015840531,0.000028157861,0.000011444548],"category_scores_gemma":[0.00054441683,0.000049784514,0.00006251631,0.000097234944,0.00010193464,0.00001652171,0.000037144964,0.000069145055,0.0000010432146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047239,0.0009894199,0.017292714,0.0004937739,0.00028554845,0.000001921019,0.0024929447,0.0055114026,0.7727497,0.079772204,0.00028664956,0.11539981],"study_design_scores_gemma":[0.001781427,0.0014352102,0.20381959,0.00039453528,0.00011897565,0.0000013482878,0.00037402945,0.10492546,0.67509437,0.011840108,0.00010158041,0.00011339652],"about_ca_topic_score_codex":0.00004263189,"about_ca_topic_score_gemma":0.00004570915,"teacher_disagreement_score":0.18652686,"about_ca_system_score_codex":0.000016344733,"about_ca_system_score_gemma":0.000047292568,"threshold_uncertainty_score":0.20301536},"labels":[],"label_agreement":null},{"id":"W4412021061","doi":"10.1039/d5lc00478k","title":"High-throughput single cell motility analysis using nanowell-in-microwells","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Vancouver General Hospital; British Columbia Institute of Technology; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Motility; Cell; Biology; Phenotype; Cell biology; Single-cell analysis; Cell type; Cell migration; Computational biology; Genetics; Gene","score_opus":0.011222714322848501,"score_gpt":0.21381757860058836,"score_spread":0.20259486427773987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412021061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873906,0.00086239044,0.0061558657,0.00011346545,0.000317986,0.00010781685,0.000015110032,0.00059201627,0.004444753],"genre_scores_gemma":[0.9958142,0.00011090307,0.0034943651,0.00012769274,0.000019519835,0.0000013012145,0.000009400293,0.00001673435,0.00040588636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897456,0.000029916375,0.0002715171,0.00030707105,0.00009448194,0.000322424],"domain_scores_gemma":[0.99937505,0.000051506035,0.000030453219,0.0004972274,0.00002019808,0.00002556542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013702191,0.0002045244,0.00033329276,0.0004149348,0.000053744407,0.00004111102,0.00020477912,0.00019549072,0.00004228935],"category_scores_gemma":[0.000024708925,0.00019646142,0.000118095275,0.0013475505,0.000064180036,0.00004416332,0.0000735959,0.00022640228,0.000035659486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018831606,0.00021108607,0.0059879385,0.00014062974,0.00018943321,0.00003243115,0.00015945778,0.010084146,0.97493213,0.00057206914,0.0036650884,0.0040067686],"study_design_scores_gemma":[0.00034832407,0.000024501878,0.0049381624,0.00007529336,0.0001461566,9.191847e-7,0.00008856406,0.008732593,0.9819846,0.00072292617,0.002705781,0.00023215059],"about_ca_topic_score_codex":0.0001619974,"about_ca_topic_score_gemma":0.00006597913,"teacher_disagreement_score":0.0084236,"about_ca_system_score_codex":0.00019040334,"about_ca_system_score_gemma":0.000016432832,"threshold_uncertainty_score":0.80114645},"labels":[],"label_agreement":null},{"id":"W4412153486","doi":"10.1039/d5lc00536a","title":"Autonomous wearable sensing enabled by capillary microfluidics: a review","year":2025,"lang":"en","type":"review","venue":"Lab on a Chip","topic":"Advanced Sensor and Energy Harvesting Materials","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 Calgary","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Wearable computer; Microfluidics; Nanotechnology; Capillary action; Wearable technology; Engineering; Computer science; Human–computer interaction; Materials science; Embedded system","score_opus":0.01758685630312925,"score_gpt":0.2623738431036678,"score_spread":0.24478698680053854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412153486","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":[0.0000036642612,0.9836525,0.0001092564,0.000015432192,0.0008934824,0.0005197802,0.00010739639,0.0007530314,0.013945471],"genre_scores_gemma":[6.0254183e-7,0.9920573,0.0005375696,0.00042611014,0.00018526068,0.00003813106,0.00024648145,0.00015458227,0.006353929],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979228,0.00017584796,0.0007623722,0.00046796925,0.00014871483,0.0005222919],"domain_scores_gemma":[0.9988218,0.00023559114,0.0001427035,0.00065243535,0.000030443267,0.00011700498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024294805,0.00068042614,0.0022418296,0.00014262472,0.00009238057,0.00007074536,0.00026420178,0.00032338564,0.00009222477],"category_scores_gemma":[0.00016516818,0.0006082006,0.0003223288,0.00037208662,0.000025329033,0.000057796,0.00005795109,0.0004369796,0.00027968595],"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":[0.0000016371741,0.000012176149,1.4211193e-8,0.2004165,0.00014638893,0.000054282675,0.000009629983,0.0001071052,0.00038169374,0.000057866473,0.052992277,0.7458204],"study_design_scores_gemma":[0.00007947584,0.000011394999,1.3753378e-8,0.15966217,0.00030494467,0.000040039115,7.4483427e-7,0.0000132614405,0.00041064146,0.00002334544,0.8389889,0.00046504356],"about_ca_topic_score_codex":0.000021293552,"about_ca_topic_score_gemma":0.0000012626559,"teacher_disagreement_score":0.7859966,"about_ca_system_score_codex":0.0002147547,"about_ca_system_score_gemma":0.000113151225,"threshold_uncertainty_score":0.99963695},"labels":[],"label_agreement":null},{"id":"W4412552101","doi":"10.1039/d5lc00415b","title":"Recovery of phenotypically sorted cells using droplet-digital microfluidics","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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; National Research Council Canada; Canada Foundation for Innovation; Concordia University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Microfluidics; Digital microfluidics; Nanotechnology; Computer science; Cell biology; Chemistry; Materials science; Biological system; Biology; Optoelectronics","score_opus":0.010731541822329185,"score_gpt":0.22992136752153838,"score_spread":0.2191898256992092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412552101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54359573,0.00023441613,0.42669025,0.00004019781,0.00045706402,0.00021048792,0.0000789231,0.0003353754,0.028357558],"genre_scores_gemma":[0.99653155,0.00002382955,0.0023608457,0.00036537985,0.00003922803,0.000004762214,0.00005029141,0.000029117697,0.0005950202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991637,0.000008882738,0.00037458798,0.0001562034,0.00011036219,0.00018629202],"domain_scores_gemma":[0.99952817,0.000033480683,0.000052745676,0.00025693735,0.00011211591,0.00001655583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011487209,0.0001576102,0.00020296813,0.00022835091,0.00003367962,0.000027413733,0.0001531952,0.00012059736,0.000032994667],"category_scores_gemma":[0.000028966604,0.00016357216,0.000054061795,0.0007670858,0.00006193809,0.00009675763,0.00003929296,0.00018651722,0.00001552328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030207537,0.000039842198,0.000080214384,0.00008155188,0.000049794242,0.0000018091587,0.000035550333,0.000044286204,0.96452564,0.013886591,0.0069151805,0.014309304],"study_design_scores_gemma":[0.00025216764,0.00004068148,0.00017201301,0.00012631228,0.0000123561085,0.0000015384345,0.00001915095,0.0007908732,0.98163635,0.0023723193,0.0144243445,0.00015189343],"about_ca_topic_score_codex":0.000004152244,"about_ca_topic_score_gemma":7.9988375e-8,"teacher_disagreement_score":0.45293579,"about_ca_system_score_codex":0.00011547939,"about_ca_system_score_gemma":0.000051579664,"threshold_uncertainty_score":0.6670279},"labels":[],"label_agreement":null},{"id":"W4412726034","doi":"10.1039/d5lc00507h","title":"Integrated heating &amp; sensing for PCB EWOD chips on a digital microfluidics cloud platform","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic 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 Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Microheater; Microfluidics; Digital microfluidics; Temperature control; Printed circuit board; Chip; Scalability; Thermal; Electronic engineering; Engineering; Materials science; Embedded system; Computer hardware; Computer science; Nanotechnology; Electrowetting; Mechanical engineering; Electrical engineering; Dielectric","score_opus":0.015211342876696354,"score_gpt":0.23220335473556417,"score_spread":0.21699201185886782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412726034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97617793,0.0012853954,0.012291928,0.00035510343,0.0005489492,0.00031316423,0.00006248451,0.00224306,0.0067219734],"genre_scores_gemma":[0.99600977,0.000118715994,0.0022634098,0.00038703115,0.000103818275,0.000015110934,0.00008931153,0.000059155995,0.00095369417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988698,0.000008011629,0.0002753774,0.0002778779,0.00009081211,0.00047814744],"domain_scores_gemma":[0.9993149,0.0002380182,0.000033290067,0.00034115883,0.000034546276,0.00003808165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014216814,0.00027767982,0.000261995,0.00023191658,0.00015923234,0.00012743687,0.00018159141,0.0002103681,0.000002660914],"category_scores_gemma":[0.00032036193,0.00025703834,0.00010309682,0.00032423597,0.000042343836,0.00006549055,0.000037444028,0.00049061334,0.00003609549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001562651,0.00009128666,0.00012115311,0.00020412858,0.00018187959,0.0000070127576,0.0005014492,0.00012639891,0.5615983,0.0074416692,0.047862172,0.38170826],"study_design_scores_gemma":[0.00076308125,0.00019184069,0.000031949603,0.0006403435,0.000017713419,0.000012808997,0.000287385,0.00087562256,0.829569,0.0035595878,0.16369404,0.00035663732],"about_ca_topic_score_codex":0.000014161069,"about_ca_topic_score_gemma":0.000009674787,"teacher_disagreement_score":0.38135165,"about_ca_system_score_codex":0.00017812286,"about_ca_system_score_gemma":0.000038535134,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W4412908022","doi":"10.1039/d5lc00544b","title":"Microfluidic investigation of CO <sub>2</sub> foam flow in a heterogeneous porous medium","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Enhanced Oil Recovery Techniques","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; Canada Research Chairs; Canada Foundation for Innovation; Canada First Research Excellence Fund; University of Alberta","keywords":"Microfluidics; Porous medium; Porosity; Flow (mathematics); Materials science; Nanotechnology; Chemical engineering; Composite material; Engineering; Mechanics; Physics","score_opus":0.00721701574122362,"score_gpt":0.21955047476397774,"score_spread":0.2123334590227541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412908022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502915,0.0012117375,0.0009088093,0.00006223227,0.00019330088,0.00019285489,0.00001592363,0.00035518283,0.0020307775],"genre_scores_gemma":[0.99804467,0.00086804334,0.0006846545,0.00025150023,0.00002227653,0.000052523705,0.00002081662,0.00002918795,0.000026297945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920344,0.000036265992,0.00028028616,0.00016788526,0.00012008576,0.0001920213],"domain_scores_gemma":[0.99959016,0.00007374567,0.00003384619,0.00024088666,0.000022678809,0.000038657035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013247535,0.00014857245,0.00021209099,0.0002552347,0.00001374358,0.0000106680245,0.00013627364,0.00013069311,0.0000061229275],"category_scores_gemma":[0.000052780637,0.0001640204,0.000044428703,0.00031879614,0.000035350946,0.000055447043,0.000020108839,0.0001824251,0.000015495318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001877623,0.000019235473,0.0016041966,0.00017837489,0.000021718355,0.000011913863,0.00018690912,0.0008094801,0.9829896,0.00008779654,0.0032941904,0.0107777985],"study_design_scores_gemma":[0.00024318404,0.00005264302,0.0033089195,0.0002767335,0.000006072364,0.00000320152,0.0000046026057,0.00092815247,0.9929188,0.0017848773,0.000350009,0.0001227959],"about_ca_topic_score_codex":0.000013689513,"about_ca_topic_score_gemma":0.00006768548,"teacher_disagreement_score":0.010655003,"about_ca_system_score_codex":0.00010343277,"about_ca_system_score_gemma":0.000037158705,"threshold_uncertainty_score":0.6688557},"labels":[],"label_agreement":null},{"id":"W4413052290","doi":"10.1039/d5lc00514k","title":"High-speed cell partitioning through reactive machine learning-guided inkjet printing","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","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":"Canada's Michael Smith Genome Sciences Centre; Spinal Cord Injury BC; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BC Cancer Foundation; Genome British Columbia; Michael Smith Health Research BC; Canada Foundation for Innovation","keywords":"Computer science; Workflow; Classifier (UML); Artificial intelligence; Computational biology; Biology; Database","score_opus":0.016138736856958335,"score_gpt":0.24951418972932485,"score_spread":0.23337545287236652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413052290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97021854,0.0001766556,0.0014537039,0.00033311622,0.00028210843,0.00013944351,0.000009751039,0.000047446403,0.027339252],"genre_scores_gemma":[0.9932878,0.00007391175,0.0010270891,0.0010180471,0.00015072757,0.000008310957,0.00017864356,0.000021893642,0.0042335615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990531,0.00008286125,0.00020029709,0.0003453214,0.00009129853,0.0002270924],"domain_scores_gemma":[0.9995809,0.000024664692,0.00008010705,0.00022455744,0.000053758424,0.000036004225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013117223,0.00016230797,0.00015687381,0.000033785,0.00016024496,0.000039051112,0.00013386465,0.00013831099,0.00002816919],"category_scores_gemma":[0.000098012,0.00015669379,0.00008144942,0.00011832858,0.000042083546,0.000004591636,0.0000578287,0.00024919765,0.000019821866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016344346,0.00016336475,0.0122446455,0.00003935609,0.00005451169,0.000004352311,0.00019899609,0.0007456193,0.98305756,0.0020071387,0.0006470379,0.0006739585],"study_design_scores_gemma":[0.0011470617,0.0002064936,0.0026532132,0.000056102403,0.000024553541,0.000001990143,0.000047057376,0.00035380074,0.9554456,0.0004924174,0.039366454,0.00020524474],"about_ca_topic_score_codex":0.0002374724,"about_ca_topic_score_gemma":0.000052614574,"teacher_disagreement_score":0.038719416,"about_ca_system_score_codex":0.000020512016,"about_ca_system_score_gemma":0.000044377077,"threshold_uncertainty_score":0.6389787},"labels":[],"label_agreement":null},{"id":"W4414016976","doi":"10.1039/d5lc00431d","title":"Rapid pan-cancer detection <i>via</i> label-free impedance profiling of cell-free DNA","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","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":"St Joseph's Health Centre","funders":"Science and Engineering Research Board; Council of Scientific and Industrial Research, India","keywords":"Profiling (computer programming); Cell-free fetal DNA; DNA profiling; DNA; Computational biology; Nanotechnology; Biology; Computer science; Materials science; Genetics","score_opus":0.008007450041311497,"score_gpt":0.23961381402747317,"score_spread":0.23160636398616166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414016976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849328,0.0044705765,0.0016513283,0.00029969183,0.0006402427,0.0002824048,0.00016750956,0.000018085359,0.0075373524],"genre_scores_gemma":[0.9949303,0.0021520355,0.0008919665,0.0010353818,0.00024928086,0.000068972935,0.000028570334,0.000022459717,0.00062099897],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990968,0.00003016726,0.00022421945,0.00033065124,0.00010455082,0.00021361552],"domain_scores_gemma":[0.9989606,0.0000380307,0.000114232564,0.00075939123,0.00008547849,0.000042270116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118971395,0.00015443478,0.00016720097,0.000050051014,0.0000615936,0.000015633324,0.00035146566,0.00013835945,0.000011423954],"category_scores_gemma":[0.00016640873,0.00015622829,0.00008231591,0.00015430675,0.000050889776,0.0000023560974,0.00021315747,0.00010792049,0.0000039499596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021353122,0.00010159102,0.0006558478,0.00009061498,0.000038131166,9.0256003e-7,0.000017608505,0.00003346744,0.97204596,0.00035462755,0.0018396107,0.02460812],"study_design_scores_gemma":[0.0014888642,0.00027377487,0.0008872129,0.000041631858,0.00003263938,8.0308286e-7,0.000016231514,0.00012572901,0.9805232,0.0008451541,0.01560954,0.00015517225],"about_ca_topic_score_codex":0.0000750089,"about_ca_topic_score_gemma":0.000251404,"teacher_disagreement_score":0.024452947,"about_ca_system_score_codex":0.000030824245,"about_ca_system_score_gemma":0.00012211017,"threshold_uncertainty_score":0.6370805},"labels":[],"label_agreement":null},{"id":"W4414338815","doi":"10.1039/d5lc00521c","title":"Open-space microfluidics as a tool to study signaling dynamics","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Centre Hospitalier de l’Université de Montréal; Concordia University; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; California Institute of Technology","keywords":"HES1; Notch signaling pathway; Microfluidics; Downregulation and upregulation; Signal transduction; Dynamics (music); Cell","score_opus":0.017507155980596125,"score_gpt":0.31974143374282815,"score_spread":0.30223427776223205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414338815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685353,0.000079334706,0.0039216895,0.0011564072,0.00030059522,0.0007760732,0.000007337208,0.00023758292,0.024985667],"genre_scores_gemma":[0.99443674,0.000016042512,0.002077791,0.0006517146,0.00004229255,0.000072733084,0.0000042722904,0.000034753728,0.0026636627],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987797,0.000058483405,0.00020353292,0.00027587303,0.00032007528,0.0003623485],"domain_scores_gemma":[0.9991559,0.00022546662,0.0000109495295,0.00043833492,0.000043690347,0.000125682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596129,0.00014790939,0.00018708027,0.0001830938,0.000086821536,0.00020287876,0.00084899034,0.00007713741,0.00011264071],"category_scores_gemma":[0.00056831515,0.00014564878,0.00003144493,0.0007447811,0.000020828737,0.000041435007,0.000553236,0.0003742389,0.00038340868],"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":[0.0005952118,0.002533219,0.02593382,0.0007778921,0.0012161895,0.0005098213,0.005769455,0.007158669,0.275765,0.0963604,0.05422131,0.529159],"study_design_scores_gemma":[0.010551753,0.0029671593,0.06193451,0.002315687,0.00016409214,0.000017975597,0.0041939854,0.09881523,0.46404538,0.012736036,0.33903044,0.003227761],"about_ca_topic_score_codex":0.000083065475,"about_ca_topic_score_gemma":0.000023426088,"teacher_disagreement_score":0.52593124,"about_ca_system_score_codex":0.00019792523,"about_ca_system_score_gemma":0.00006300932,"threshold_uncertainty_score":0.59393847},"labels":[],"label_agreement":null},{"id":"W4415147372","doi":"10.1039/d5lc00575b","title":"Resonating with replicability: factors shaping assay yield and variability in microfluidics-integrated silicon photonic biosensors","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Centre for Blood Research, University of British Columbia; Optica Foundation; University of British Columbia; Mitacs; Schmidt Family Foundation; Killam Trusts; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Biosensor; Microfluidics; Analyte; Microchannel; Resonator; Photonics; Surface modification","score_opus":0.024377956277598745,"score_gpt":0.26860435007643324,"score_spread":0.24422639379883448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415147372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99242693,0.00013231942,0.00042186008,0.00043779967,0.00007753496,0.00034831584,0.000010842197,0.00027063538,0.0058737346],"genre_scores_gemma":[0.9991602,0.000040992825,0.0005179195,0.00010845086,0.000011633156,0.000024871219,0.000006230517,0.000025464471,0.000104258936],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982789,0.000184972,0.0003348391,0.000507055,0.0002612595,0.00043295958],"domain_scores_gemma":[0.99717754,0.002129876,0.000026122572,0.00050445995,0.00005060492,0.0001114079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199002,0.0002134764,0.00028933433,0.0002572448,0.000068455854,0.00006618835,0.00020769406,0.00019079096,0.000070565664],"category_scores_gemma":[0.004724741,0.00017316215,0.000034484743,0.00086048094,0.0002023062,0.00004874254,0.00009187296,0.0008260672,0.0000051421316],"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":[0.00020241128,0.00022936985,0.47610885,0.0010458429,0.0001405639,0.000031003492,0.001181241,0.000174399,0.46425527,0.0030244088,0.00036522778,0.0532414],"study_design_scores_gemma":[0.0011623534,0.00017924537,0.36646172,0.0017820644,0.00002073832,0.000004489928,0.00047932586,0.04733311,0.5755305,0.0018451907,0.0045692157,0.0006319814],"about_ca_topic_score_codex":0.00037353087,"about_ca_topic_score_gemma":0.000114060254,"teacher_disagreement_score":0.11127527,"about_ca_system_score_codex":0.0002831251,"about_ca_system_score_gemma":0.00009147763,"threshold_uncertainty_score":0.70613474},"labels":[],"label_agreement":null},{"id":"W4415294558","doi":"10.1039/d5lc00500k","title":"Microengineered diabetic wound-on-a-chip model for emulating chronic wound dynamics","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Extracellular matrix; Matrigel; Wound healing; Diabetes mellitus; Glycation; Inflammation; Fibroblast; Decellularization; Myofibroblast","score_opus":0.017676335996923587,"score_gpt":0.2830483037205319,"score_spread":0.2653719677236083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415294558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83587295,0.0003525936,0.14890665,0.00091763947,0.00084247155,0.0010038022,0.00009135871,0.00080263685,0.011209908],"genre_scores_gemma":[0.9931557,0.000022977752,0.0036702515,0.00022112932,0.0001575146,0.00013053,0.000047264315,0.00008418259,0.002510456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822146,0.000026220416,0.0003258071,0.00035464167,0.00031881494,0.00075304124],"domain_scores_gemma":[0.998603,0.00067243114,0.00002666966,0.0005012233,0.00005068997,0.00014598813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035752144,0.00027014007,0.00028324363,0.00028359698,0.00012537611,0.00010356568,0.00042122987,0.00020701648,0.000030112491],"category_scores_gemma":[0.00050737394,0.0002735587,0.0001177282,0.0004284553,0.00006614076,0.000045191882,0.00008819488,0.0006294539,0.00007303501],"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":[0.000082237966,0.00015645353,0.0005973993,0.0021196038,0.00026976762,0.0000080583495,0.0002912778,0.88969594,0.014655753,0.038135484,0.0035500322,0.050438017],"study_design_scores_gemma":[0.0008088297,0.00007478455,0.0007098448,0.00030525608,0.000014518783,5.826672e-7,0.000009003209,0.990935,0.0019978762,0.0037271616,0.0011811206,0.00023601491],"about_ca_topic_score_codex":0.000006971706,"about_ca_topic_score_gemma":0.000032533208,"teacher_disagreement_score":0.15728274,"about_ca_system_score_codex":0.00075658795,"about_ca_system_score_gemma":0.00010937482,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W4415408097","doi":"10.1039/d5lc00641d","title":"Manipulation and 3D characterization of particles and cells through integrated light field microscopy and droplet microfluidics system","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Microfluidic and Bio-sensing 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":"Science, Technology and Innovation Commission of Shenzhen Municipality; National Natural Science Foundation of China","keywords":"Characterization (materials science); Microfluidics; Microlens; Temporal resolution; Microscopy; Resolution (logic); Image resolution; Tracking (education); High resolution","score_opus":0.007430177096747865,"score_gpt":0.2045340579842034,"score_spread":0.19710388088745553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415408097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933187,0.0012591033,0.0046106544,0.00023464602,0.00011710532,0.00012237852,0.000013972266,0.00019621359,0.0001272419],"genre_scores_gemma":[0.9974181,0.001540089,0.00089720613,0.000076507655,0.0000097344455,0.0000020765528,0.0000111219115,0.000008537382,0.000036622383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956876,0.000014989855,0.00015956887,0.00012791398,0.000033780332,0.00009499388],"domain_scores_gemma":[0.9998005,0.000029639388,0.000029373432,0.00010881392,0.000018509872,0.000013172495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049826573,0.00010403142,0.00014568616,0.000057549267,0.00004061032,0.000032646847,0.000033358527,0.00011761616,0.0000013541932],"category_scores_gemma":[0.000011484166,0.00008944611,0.000009222986,0.00011783792,0.000039755043,0.000049664395,0.000030116676,0.00007459602,8.8764455e-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":[0.000016328175,0.0000071118134,0.0013906978,0.0002727511,0.000013658808,0.0000012009897,0.000202358,4.9483094e-7,0.99206585,0.0014310192,0.00044982234,0.0041486854],"study_design_scores_gemma":[0.00019767914,0.00004143542,0.0024776228,0.00029487742,0.000018845427,0.0000034522914,0.00014029224,0.0016340065,0.99238014,0.000074168835,0.0026552898,0.00008220701],"about_ca_topic_score_codex":0.000020588603,"about_ca_topic_score_gemma":0.000002296917,"teacher_disagreement_score":0.00409942,"about_ca_system_score_codex":0.000014554243,"about_ca_system_score_gemma":0.000004989798,"threshold_uncertainty_score":0.36475065},"labels":[],"label_agreement":null},{"id":"W4415519051","doi":"10.1039/d5lc00703h","title":"Hydrophilic skin-interfaced microfluidic devices for comprehensive sweat collection and analysis","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Sensor and Energy Harvesting Materials","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":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Health Sciences Centre Foundation; National Science Foundation","keywords":"Microfluidics; Polydimethylsiloxane; SWEAT; Analyte; Microfluidic chip; Wearable computer; Human health","score_opus":0.014962942373592395,"score_gpt":0.2533469411117903,"score_spread":0.2383839987381979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415519051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909371,0.0007507742,0.006267424,0.000045810204,0.0002676875,0.00013255428,0.00001912955,0.0002567288,0.0013227909],"genre_scores_gemma":[0.9982339,0.0001633864,0.0006870555,0.00015052392,0.000033821725,0.000026246407,0.000023354942,0.000015904445,0.00066577975],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947447,0.000019257708,0.00014809697,0.00017197932,0.000039407627,0.00014677383],"domain_scores_gemma":[0.99969566,0.00009892996,0.000020748477,0.00012437245,0.00002929276,0.000030975774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000032014195,0.0001283868,0.00023680292,0.00019572466,0.00008761311,0.000041357514,0.00005038759,0.00005281468,0.000009089],"category_scores_gemma":[0.000019074148,0.00012429692,0.000055660403,0.00036982115,0.000018756042,0.000039117604,0.000013337975,0.000044102046,0.000004194316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016580817,0.00003081679,0.000969291,0.00040305124,0.0010581429,0.000002645484,0.00030879065,0.08247936,0.90819705,0.0009868096,0.0028144715,0.002583784],"study_design_scores_gemma":[0.0016897043,0.00015304143,0.040651046,0.00018039986,0.0006832241,0.0000046823575,0.00013875039,0.05832672,0.8568778,0.00086561864,0.03988847,0.0005405277],"about_ca_topic_score_codex":0.000025700383,"about_ca_topic_score_gemma":0.000044831464,"teacher_disagreement_score":0.05131922,"about_ca_system_score_codex":0.000036872938,"about_ca_system_score_gemma":0.0000040616997,"threshold_uncertainty_score":0.5068681},"labels":[],"label_agreement":null},{"id":"W4416950022","doi":"10.1039/d5lc00678c","title":"Rapid scaffold-free cell sheet formation and their patterning as building blocks of complex 3D tissue constructs","year":2025,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"3D Printing in Biomedical Research","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":"Thrombosis and Atherosclerosis Research Institute; University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Biofabrication; Polydimethylsiloxane; Tissue engineering; Cell; Extracellular matrix; Cell culture; Regenerative medicine; Fibroblast; Cell adhesion; Matrix (chemical analysis)","score_opus":0.016097003343955595,"score_gpt":0.2609203560211293,"score_spread":0.2448233526771737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416950022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607448,0.0002778711,0.0042842925,0.00019098479,0.00013473976,0.00017352453,0.000018432887,0.00012951523,0.034045868],"genre_scores_gemma":[0.9965421,0.00006729249,0.003131121,0.0001037243,0.00003131275,0.000006739689,0.0000084743115,0.000014522239,0.00009473778],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991714,0.000039443683,0.00022528593,0.00013733708,0.0001876875,0.00023885995],"domain_scores_gemma":[0.9993045,0.00028298778,0.000035378187,0.00027249832,0.000034723733,0.000069924965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827431,0.00012346332,0.00017925262,0.00018402694,0.0000561584,0.00003873638,0.0002446502,0.000082074104,0.00019024781],"category_scores_gemma":[0.00017007132,0.00011056819,0.000021735781,0.00022161865,0.00008392478,0.000056883782,0.00016532395,0.0001958149,0.000011148441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003216637,0.00004411257,0.0019127346,0.0015747183,0.00006883438,0.000008016357,0.0011088416,0.00069346564,0.5134971,0.0025291238,0.0039638607,0.474567],"study_design_scores_gemma":[0.0016720835,0.00014686256,0.007897864,0.00083232037,0.000014300454,0.000013619469,0.00022559505,0.09509331,0.8663918,0.0023483017,0.025065087,0.00029889328],"about_ca_topic_score_codex":0.000022549779,"about_ca_topic_score_gemma":0.000003798747,"teacher_disagreement_score":0.4742681,"about_ca_system_score_codex":0.00003523863,"about_ca_system_score_gemma":0.000017554761,"threshold_uncertainty_score":0.45088398},"labels":[],"label_agreement":null}]}