{"meta":{"query_hash":"fa030b696abc","filters":{"venue":"Ultramicroscopy"},"cohort_total":145,"direct_labels_cover":0,"predictions_cover":145,"exported":145,"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/fa030b696abc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ultramicroscopy"},"results":[{"id":"W1526509021","doi":"10.1016/j.ultramic.2016.03.009","title":"Generation and application of bessel beams in electron microscopy","year":2016,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bessel function; Holography; Bessel beam; Optics; Interferometry; Electron microscope; Electron; Physics; Cathode ray; Beam (structure); Materials science; Quantum mechanics","score_opus":0.005318039803968746,"score_gpt":0.2610238276658767,"score_spread":0.25570578786190795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526509021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605102,0.000058938145,0.03871412,0.00010866937,0.00004637405,0.00017822959,0.00003186096,0.000009420685,0.0003422167],"genre_scores_gemma":[0.9966878,0.000015867003,0.0029654757,0.000015722027,0.00008230919,0.000022591115,0.000028882392,0.000013240609,0.0001680912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993665,0.000015377345,0.00019599921,0.00018934734,0.00006432833,0.00016841594],"domain_scores_gemma":[0.9996863,0.000025392217,0.00008054384,0.00014964066,0.000029414457,0.000028715618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075202945,0.000097823475,0.00012205382,0.00004883781,0.000028216764,0.00001567244,0.00007070153,0.000029612136,0.000011648393],"category_scores_gemma":[0.0000029668236,0.0000776647,0.000023965533,0.00009208683,0.000074006224,0.00010462973,0.000017806473,0.000048342677,0.00001027736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067116325,0.00007207722,0.05674185,0.000006949401,0.0000065713903,5.6793134e-8,0.00007691337,0.000003942659,0.9316247,0.005238369,0.000039048195,0.006182797],"study_design_scores_gemma":[0.0004200142,0.00005324786,0.0056962864,0.000017532599,0.0000063917755,3.7237075e-7,0.000024814091,0.00013367766,0.99138355,0.0017304153,0.0004339869,0.00009972435],"about_ca_topic_score_codex":0.00013208664,"about_ca_topic_score_gemma":0.000009217175,"teacher_disagreement_score":0.05975882,"about_ca_system_score_codex":0.000028071465,"about_ca_system_score_gemma":0.000019461486,"threshold_uncertainty_score":0.31670746},"labels":[],"label_agreement":null},{"id":"W1581587993","doi":"10.1016/j.ultramic.2010.06.009","title":"A method for rigid body expansion measurement in the presence of secondary grain boundary dislocations applied to a SrTiO3 grain boundary","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Clarendon Fund; University of Oxford","keywords":"Grain boundary; Boundary (topology); Materials science; Condensed matter physics; Physics; Composite material; Mathematics; Mathematical analysis","score_opus":0.017475960397094994,"score_gpt":0.2917164321343863,"score_spread":0.2742404717372913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581587993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87435085,0.00022972752,0.11875383,0.0014994874,0.001212674,0.0029372023,0.0003335723,0.00007666482,0.00060599705],"genre_scores_gemma":[0.9147587,0.0000057259695,0.083215915,0.0013308213,0.00010083392,0.0004340447,0.000029830935,0.000028966313,0.00009517333],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99773586,0.00018466577,0.0005832305,0.0005421342,0.00046606062,0.00048805063],"domain_scores_gemma":[0.9986392,0.00022159655,0.00015727032,0.00068369636,0.0001937502,0.00010447012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002850305,0.0002508148,0.0003557915,0.00011371878,0.0003644965,0.00020466532,0.0007610933,0.00014201035,0.00015293839],"category_scores_gemma":[0.00045122067,0.00017244341,0.000102456215,0.0002867701,0.00026465495,0.00016466275,0.00008824696,0.00035789883,0.000025464797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022414819,0.00013042659,0.00000936694,0.00011040027,0.000006618883,6.786564e-7,0.0037282878,0.0000074489385,0.9861173,0.0030882356,0.002724265,0.0038528375],"study_design_scores_gemma":[0.000584798,0.00018090504,0.0003775643,0.000054446522,0.000022943717,0.000010188563,0.00069203216,0.000057223617,0.9480767,0.010863008,0.03885924,0.00022091968],"about_ca_topic_score_codex":0.00034058833,"about_ca_topic_score_gemma":0.0010606908,"teacher_disagreement_score":0.040407844,"about_ca_system_score_codex":0.000057171586,"about_ca_system_score_gemma":0.00043968312,"threshold_uncertainty_score":0.7032038},"labels":[],"label_agreement":null},{"id":"W1606550938","doi":"10.1016/j.ultramic.2015.08.003","title":"Vibrational-loss EELS and the avoidance of radiation damage","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electron energy loss spectroscopy; Delocalized electron; Monochromator; Atomic physics; Scattering; Optics; Electron; Resolution (logic); Molecular vibration; Materials science; Molecular physics; Beam (structure); Chemistry; Physics; Raman spectroscopy; Transmission electron microscopy","score_opus":0.006030054361116012,"score_gpt":0.2946755484390509,"score_spread":0.2886454940779349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606550938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83664334,0.0011809437,0.16078901,0.00057205185,0.000028995375,0.00028429014,0.000034793222,0.00001532673,0.00045124054],"genre_scores_gemma":[0.98564,0.0005848355,0.013043329,0.00031940735,0.00006190254,0.00004005706,0.00009547175,0.000011530706,0.00020349183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99950683,0.000031903346,0.00013815695,0.00015847744,0.000058877526,0.000105739],"domain_scores_gemma":[0.9995824,0.00001739863,0.0000868282,0.0002174556,0.000060308525,0.000035608755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016334378,0.0000802489,0.000091077,0.000012692263,0.00006042155,0.000014569391,0.00011373319,0.000056184897,0.0000023512969],"category_scores_gemma":[0.00005223073,0.000060791688,0.00002864659,0.00006638963,0.0002693097,0.000005440318,0.000029878198,0.000056093584,0.000001808379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076115255,0.000016253849,0.00066695706,0.000004220795,0.0000074033287,5.665022e-8,0.000060992315,0.000048262933,0.9922946,0.0048782816,0.0009953401,0.0009514894],"study_design_scores_gemma":[0.00066709827,0.00006789071,0.00039155982,0.0000037726752,0.000006453427,0.0000053760755,0.000029876268,0.000068959285,0.9790443,0.0027912082,0.01685376,0.00006970649],"about_ca_topic_score_codex":0.0000122025795,"about_ca_topic_score_gemma":0.000004067494,"teacher_disagreement_score":0.14899662,"about_ca_system_score_codex":0.000008141845,"about_ca_system_score_gemma":0.00004914835,"threshold_uncertainty_score":0.2479013},"labels":[],"label_agreement":null},{"id":"W1965379283","doi":"10.1016/j.ultramic.2012.01.001","title":"Effects of small specimen tilt and probe convergence angle on ADF-STEM image contrast of Si0.8Ge0.2 epitaxial strained layers on (100) Si","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Tilt (camera); Scanning transmission electron microscopy; Zone axis; Epitaxy; Optics; Transmission electron microscopy; Orientation (vector space); Diffraction; Layer (electronics); Electron diffraction; Geometry; Physics; Nanotechnology; Mathematics","score_opus":0.007841054021582236,"score_gpt":0.20658653111194863,"score_spread":0.19874547709036638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965379283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951577,0.00034018757,0.0011046983,0.000013793945,0.00033916088,0.00035357298,0.000103098835,0.000074468575,0.0025132718],"genre_scores_gemma":[0.9990612,0.00007528844,0.00049553596,0.000045732464,0.00009576961,0.0000109742305,0.000021451833,0.000044632758,0.00014937282],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876326,0.000048096168,0.00037114043,0.00022720866,0.0001655481,0.00042474116],"domain_scores_gemma":[0.99923056,0.00019428383,0.000112512214,0.00024546898,0.00008633593,0.00013085728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015588832,0.0002881253,0.00048603106,0.00013725272,0.00003739453,0.000023090295,0.00016443942,0.00015458449,0.000092033726],"category_scores_gemma":[0.000039609524,0.00025355714,0.000117199874,0.00018653943,0.00013060667,0.0001246431,0.000009564127,0.00023961828,0.000030820913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045353434,0.0001320941,0.00088788196,0.00030295472,0.00018377797,0.000004008275,0.0008716553,0.00008343339,0.995052,0.0016607693,0.00025953073,0.0005165432],"study_design_scores_gemma":[0.00068887306,0.0002666191,0.0022255383,0.0001644281,0.0001125887,0.000003073381,0.00033793793,0.00048697056,0.99516577,0.000026052061,0.00027131417,0.00025085357],"about_ca_topic_score_codex":0.0001132521,"about_ca_topic_score_gemma":0.000014115635,"teacher_disagreement_score":0.0039034947,"about_ca_system_score_codex":0.00007888471,"about_ca_system_score_gemma":0.000019983909,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W1970063884","doi":"10.1016/j.ultramic.2006.11.005","title":"Limits to the spatial, energy and momentum resolution of electron energy-loss spectroscopy","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":198,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electron energy loss spectroscopy; Spectroscopy; Electron; Delocalized electron; Atomic physics; Excited state; Scanning transmission electron microscopy; Inelastic scattering; Cathode ray; Electron scattering; Physics; Resolution (logic); Scattering; Optics; Electron microscope; Chemistry; Transmission electron microscopy; Nuclear physics","score_opus":0.006343311790833135,"score_gpt":0.2621313472395836,"score_spread":0.25578803544875045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970063884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8114538,0.00093577954,0.18393038,0.00096859987,0.00031383382,0.00025762105,0.000025892285,0.00023292664,0.0018811435],"genre_scores_gemma":[0.98842454,0.0006920091,0.009130666,0.00090681354,0.00023024742,0.000031164447,0.000015776443,0.000046151807,0.00052263396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743575,0.000103436054,0.0005225176,0.00057323475,0.0004036541,0.0009613959],"domain_scores_gemma":[0.99881226,0.00012834881,0.0002179281,0.0005583997,0.00010732498,0.00017576898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008719777,0.0003200438,0.00036179594,0.00019638301,0.00026785713,0.00010715169,0.00049554376,0.00015162719,0.000068078894],"category_scores_gemma":[0.00005204139,0.00025143486,0.000076895274,0.00042161188,0.0002623182,0.00015257015,0.0000771238,0.00016058008,0.000012970488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026890653,0.000097516844,0.00022911456,0.000011803442,0.000009803153,0.0000034462294,0.00017709775,0.000006779521,0.9765337,0.019289905,0.0028966877,0.0004752311],"study_design_scores_gemma":[0.00024164416,0.0010203319,0.00059809285,0.000038168593,0.00002112788,0.000019236542,0.00003492795,0.00003367355,0.97257817,0.0018350797,0.023317752,0.00026177257],"about_ca_topic_score_codex":0.001881751,"about_ca_topic_score_gemma":0.0022142197,"teacher_disagreement_score":0.17697072,"about_ca_system_score_codex":0.00019131086,"about_ca_system_score_gemma":0.000089321686,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W1973637482","doi":"10.1016/j.ultramic.2008.07.004","title":"Low-dose performance of parallel-beam nanodiffraction","year":2008,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society","keywords":"Diffraction; Optics; Materials science; Field emission gun; Amorphous solid; Beam (structure); Electron diffraction; Physics; Chemistry; Crystallography","score_opus":0.006646065369573771,"score_gpt":0.28076033957104884,"score_spread":0.27411427420147505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973637482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818483,0.00020085895,0.017215397,0.00002358605,0.00003872564,0.00019353999,0.000015444313,0.000032270484,0.00043190148],"genre_scores_gemma":[0.9824875,0.0022872172,0.013951715,0.00013299058,0.000059778915,0.000038789374,0.00011803525,0.000022223292,0.0009017359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992477,0.0000094953075,0.00020112291,0.00025168614,0.00007119184,0.00021878074],"domain_scores_gemma":[0.99944174,0.000005132376,0.00011208393,0.0003319849,0.00006687572,0.000042183005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043155982,0.00012895891,0.00012354935,0.00002878274,0.00012828512,0.000004272216,0.00015549979,0.00010918746,0.000015940675],"category_scores_gemma":[0.000010099269,0.00013062006,0.00006382294,0.000100476056,0.00015250302,0.000006785987,0.000027467337,0.00009262627,0.00001432378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008446246,0.00010155723,0.0020371208,0.000015247347,0.00000827048,3.053828e-7,0.000016701204,0.00013053231,0.9960147,0.000030097064,0.0010348106,0.00052619027],"study_design_scores_gemma":[0.00025722722,0.00030765307,0.0023092616,0.0000107902615,0.0000045776037,0.00003689356,0.000007154485,0.000023481123,0.97914535,0.000019515635,0.01774059,0.00013748882],"about_ca_topic_score_codex":0.000009149985,"about_ca_topic_score_gemma":0.0000016645326,"teacher_disagreement_score":0.016869338,"about_ca_system_score_codex":0.000015690977,"about_ca_system_score_gemma":0.000057447767,"threshold_uncertainty_score":0.53265315},"labels":[],"label_agreement":null},{"id":"W1974830043","doi":"10.1016/j.ultramic.2012.07.026","title":"Field ion microscope evaluation of tungsten nanotip shape using He and Ne imaging gases","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Field ion microscope; Etching (microfabrication); Tungsten; Neon; Evaporation; Helium; Reactive-ion etching; Materials science; Ion; Chemistry; Argon; Liquid nitrogen; Nanotechnology; Analytical Chemistry (journal); Optics; Physics","score_opus":0.019202432115429584,"score_gpt":0.2936930749338469,"score_spread":0.2744906428184173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974830043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97940016,0.0009558847,0.018591495,0.00001560423,0.00044399305,0.0002644683,0.000026207268,0.00021085897,0.000091333655],"genre_scores_gemma":[0.97963023,0.00015732889,0.019948129,0.00008182035,0.00009444616,0.0000118539065,0.000029164705,0.000040927334,0.000006095787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917966,0.000038803213,0.00027179747,0.00012676127,0.00014188478,0.00024110703],"domain_scores_gemma":[0.9995781,0.00004584358,0.000083460145,0.00015813857,0.00008404138,0.000050392173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029110297,0.00015197568,0.00018219968,0.000085941705,0.00004791801,0.0000366716,0.000070379334,0.000063424275,0.00011672713],"category_scores_gemma":[0.00007034947,0.0001619109,0.000022397076,0.0000944045,0.000040909887,0.00050523505,0.00002616864,0.00006347514,0.0000031729958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000800354,0.000013548427,0.004001912,0.0000724204,0.00000789906,1.3591652e-7,0.00029102448,0.00013242575,0.9913342,0.000009492602,0.000062318344,0.0040665953],"study_design_scores_gemma":[0.00020142474,0.000015641566,0.0023051584,0.000110130706,0.00004454305,0.000011867039,0.00004245016,0.0064145485,0.9902899,0.000052385043,0.00035600853,0.00015589829],"about_ca_topic_score_codex":0.000015361784,"about_ca_topic_score_gemma":6.28883e-7,"teacher_disagreement_score":0.006282123,"about_ca_system_score_codex":0.00006223075,"about_ca_system_score_gemma":0.000012696955,"threshold_uncertainty_score":0.66025347},"labels":[],"label_agreement":null},{"id":"W1977235361","doi":"10.1016/j.ultramic.2013.11.005","title":"Determination of localized visibility in off-axis electron holography","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optics; Visibility; Wavefront; Electron holography; Holography; Coherence (philosophical gambling strategy); Normalization (sociology); Moiré pattern; Interference (communication); Amplitude; Physics; Scattering; Histogram; Computer science; Artificial intelligence; Channel (broadcasting)","score_opus":0.003951852786235263,"score_gpt":0.30422413198030496,"score_spread":0.3002722791940697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977235361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368454,0.00037692196,0.06195078,0.000058746045,0.000014361653,0.00048415217,0.0000147477995,0.0000219566,0.00023292874],"genre_scores_gemma":[0.96809596,0.00044260095,0.030977977,0.00012526089,0.000016636866,0.0001312254,0.00010193811,0.00001727466,0.00009115197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990343,0.000035909077,0.0002790458,0.00032721643,0.000058953723,0.00026456694],"domain_scores_gemma":[0.9994109,0.000011493489,0.00010324763,0.00035490128,0.00008356564,0.000035892983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010276542,0.00013104768,0.00015437577,0.00007271418,0.000032463166,0.000011305287,0.00017452467,0.00014153258,0.000025597203],"category_scores_gemma":[0.000027932623,0.00013246192,0.000073598836,0.00022069177,0.00013194764,0.000008176378,0.000028594883,0.000103192695,0.000006100607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026304178,0.00010486098,0.00563632,0.00001071513,0.0000032504695,8.937964e-8,0.000011568825,0.000004560914,0.98782945,0.00007064366,0.00019030878,0.0061119557],"study_design_scores_gemma":[0.00029815163,0.00027135792,0.005397472,0.000008425952,0.0000036588017,0.0000026909363,0.0000115122475,0.00006044055,0.98848855,0.0014861266,0.00384241,0.00012918038],"about_ca_topic_score_codex":0.00008550032,"about_ca_topic_score_gemma":0.000040335624,"teacher_disagreement_score":0.03125053,"about_ca_system_score_codex":0.000023000906,"about_ca_system_score_gemma":0.000032548716,"threshold_uncertainty_score":0.54016405},"labels":[],"label_agreement":null},{"id":"W1981925473","doi":"10.1016/j.ultramic.2006.04.001","title":"Coherence measurements of zero-loss, plasmon-loss and phonon-loss electrons and their contribution to the Stobbs factor","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Plasmon; Coherence (philosophical gambling strategy); Loss factor; Electron; Condensed matter physics; Phonon; Physics; Surface plasmon; Zero (linguistics); Materials science; Optics; Optoelectronics; Quantum mechanics; Dielectric","score_opus":0.006769549776149817,"score_gpt":0.275415544847379,"score_spread":0.2686459950712292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981925473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94132113,0.0010762357,0.056417286,0.0002631007,0.000024728566,0.00056624704,0.00025791515,0.00002304349,0.00005028891],"genre_scores_gemma":[0.99702126,0.0002304453,0.0021857396,0.00016776385,0.000043596825,0.00008064541,0.00013942804,0.000020908616,0.00011023261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895287,0.00003313213,0.00022613113,0.0003686426,0.00008147623,0.00033773432],"domain_scores_gemma":[0.9993798,0.00002089234,0.0001146776,0.00030257236,0.000121403,0.00006062991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011139346,0.00020548997,0.00017989616,0.000025914747,0.00019066369,0.000033578945,0.00018396841,0.00011840816,0.0000042236156],"category_scores_gemma":[0.000024409464,0.00015688223,0.000041026236,0.000112318194,0.00022191872,0.0000073443384,0.00006029649,0.00011697076,0.0000017471899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006640181,0.000051532214,0.0076684174,0.000007788257,0.000019678602,1.3534334e-7,0.000023232402,0.000014546019,0.9908482,0.00014851049,0.0007000709,0.00045147754],"study_design_scores_gemma":[0.0003461145,0.0002509,0.0034851362,0.000014791622,0.00001067928,0.000015753147,0.00000886743,0.0000041247804,0.9813825,0.0004917607,0.013820534,0.0001688641],"about_ca_topic_score_codex":0.00007568152,"about_ca_topic_score_gemma":0.0000854591,"teacher_disagreement_score":0.055700086,"about_ca_system_score_codex":0.000029728248,"about_ca_system_score_gemma":0.00005011889,"threshold_uncertainty_score":0.63974714},"labels":[],"label_agreement":null},{"id":"W1983207474","doi":"10.1016/j.ultramic.2007.03.008","title":"Imaging of radiation-sensitive samples in transmission electron microscopes equipped with Zernike phase plates","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Optics; Contrast transfer function; Zernike polynomials; Spherical aberration; Chromatic aberration; Phase-contrast imaging; Microscope; Phase (matter); Physics; Materials science; Chromatic scale; Lens (geology); Phase contrast microscopy","score_opus":0.004742092788765318,"score_gpt":0.3200952089841371,"score_spread":0.3153531161953718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983207474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7193508,0.0007401953,0.27936658,0.00005092405,0.000010080127,0.00030774914,0.00003799232,0.000023462573,0.000112192036],"genre_scores_gemma":[0.967419,0.0005386466,0.031398684,0.00013805057,0.000038222865,0.000017075792,0.0003433606,0.00003830748,0.00006860721],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998693,0.000022891358,0.0003397482,0.0004013945,0.00009083367,0.00045211898],"domain_scores_gemma":[0.99943537,0.000034641176,0.00015274342,0.00023985218,0.00007068318,0.00006668569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020198301,0.00021321664,0.00021042269,0.00010546101,0.00008118351,0.000016581731,0.00014926498,0.00010104435,0.000006419338],"category_scores_gemma":[0.000013686284,0.00019793525,0.00005537657,0.00023149436,0.00014806114,0.000011817651,0.000017130193,0.0001479697,0.000001322434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000563243,0.00018844516,0.0033791203,0.0000164216,0.000013689397,0.000002375094,0.00011110659,0.0000373534,0.9848105,0.000079070254,0.00008738853,0.010711296],"study_design_scores_gemma":[0.0013411706,0.00044545459,0.0013310831,0.00005043853,0.000012714211,0.000019555193,0.00008319143,0.000019694711,0.9886314,0.00008025053,0.0077567915,0.0002282425],"about_ca_topic_score_codex":0.0000937418,"about_ca_topic_score_gemma":0.00007551783,"teacher_disagreement_score":0.24806823,"about_ca_system_score_codex":0.00005149816,"about_ca_system_score_gemma":0.000085242915,"threshold_uncertainty_score":0.80715656},"labels":[],"label_agreement":null},{"id":"W1983351775","doi":"10.1016/j.ultramic.2012.04.001","title":"Correcting scanning instabilities from images of periodic structures","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; TU Graz, Internationale Beziehungen und Mobilitätsprogramme","keywords":"Scanning transmission electron microscopy; Fourier transform; Distortion (music); Optics; Scanning electron microscope; Lattice (music); Materials science; Artificial intelligence; Computer science; Computer vision; Algorithm; Mathematics; Physics; Mathematical analysis; Optoelectronics; Acoustics","score_opus":0.006939021856365402,"score_gpt":0.30617813190815174,"score_spread":0.29923911005178633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983351775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677565,0.002166528,0.029337795,0.000015020055,0.00009495671,0.00013170294,0.00010901621,0.000031383224,0.0003571121],"genre_scores_gemma":[0.96086323,0.0000892492,0.038485613,0.00008427438,0.00015976158,0.000019483974,0.00014863879,0.000022882028,0.00012684276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992494,0.000020653437,0.00018884473,0.00019900751,0.000058389247,0.0002836968],"domain_scores_gemma":[0.999501,0.000018474373,0.00010643304,0.00027346984,0.000048655504,0.00005198488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006784785,0.00013325152,0.00013546755,0.000024925625,0.000104384184,0.00001603711,0.00014456439,0.000091843205,0.000040734438],"category_scores_gemma":[0.000045304027,0.00013150604,0.000060050123,0.00006741971,0.00016346441,0.000009141032,0.000047735488,0.0000977202,0.000002152159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018470106,0.00002714014,0.018035863,0.0000087481885,0.000011907809,3.247485e-8,0.00019364826,0.00001846989,0.979126,0.00008287583,0.00036293993,0.0021139204],"study_design_scores_gemma":[0.00010662264,0.000059657334,0.0038061587,0.000011047576,0.000009671759,0.0000066682696,0.00040005593,0.000002111219,0.98836136,0.00021369418,0.006886414,0.00013654506],"about_ca_topic_score_codex":0.00010992416,"about_ca_topic_score_gemma":0.000004262793,"teacher_disagreement_score":0.014229704,"about_ca_system_score_codex":0.000016657672,"about_ca_system_score_gemma":0.000033963428,"threshold_uncertainty_score":0.536266},"labels":[],"label_agreement":null},{"id":"W1985986963","doi":"10.1016/j.ultramic.2010.02.036","title":"Kelvin probe force microscopy in application to biomolecular films: Frequency modulation, amplitude modulation, and lift mode","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Kelvin probe force microscope; Microscopy; Volta potential; Work function; Frequency modulation; Chemistry; Resolution (logic); Scanning probe microscopy; Amplitude; Temporal resolution; Materials science; Image resolution; Optoelectronics; Optics; Nanotechnology; Radio frequency; Physics","score_opus":0.003914253274879107,"score_gpt":0.2794000519013864,"score_spread":0.2754857986265073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985986963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51289225,0.000012769042,0.48504782,0.0002106134,0.000043619486,0.001049634,0.00012660917,0.00009235568,0.0005243354],"genre_scores_gemma":[0.82144296,0.0000036447918,0.17717378,0.00019541827,0.00007913236,0.0005639049,0.00032532774,0.000053840962,0.00016197319],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980407,0.000026347148,0.00054299505,0.00075296836,0.00015356438,0.00048345167],"domain_scores_gemma":[0.9987584,0.000036499485,0.00016130123,0.0007146523,0.00014159501,0.00018755697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017834162,0.00034246908,0.00029138505,0.0002066941,0.000241015,0.0001868246,0.0003421633,0.00015537432,0.00010115936],"category_scores_gemma":[0.000013096396,0.00037278072,0.00007524516,0.0005599426,0.00013342751,0.00023664956,0.00007742503,0.00035697105,0.000056114073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009170831,0.00013643171,0.04062308,0.000015802962,0.000009875897,1.9060771e-7,0.00030658167,0.0003063114,0.9199052,0.036963124,0.00021001484,0.0015142548],"study_design_scores_gemma":[0.00071436894,0.00007854692,0.02245665,0.000060250386,0.000020729163,0.0000038435164,0.000112434805,0.017052526,0.8893735,0.06634271,0.0030118502,0.0007726303],"about_ca_topic_score_codex":0.0017346791,"about_ca_topic_score_gemma":0.00012366471,"teacher_disagreement_score":0.30855072,"about_ca_system_score_codex":0.000040409126,"about_ca_system_score_gemma":0.00007062828,"threshold_uncertainty_score":0.9998724},"labels":[],"label_agreement":null},{"id":"W1989496888","doi":"10.1016/j.ultramic.2015.03.011","title":"Field evaporation of insulators and semiconductors: Theoretical insights for ZnO","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Semiconductor; Evaporation; Materials science; Field (mathematics); Condensed matter physics; Engineering physics; Nanotechnology; Chemical physics; Optoelectronics; Physics; Thermodynamics; Mathematics","score_opus":0.009576404368530146,"score_gpt":0.24957597449218674,"score_spread":0.2399995701236566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989496888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9255044,0.00005139721,0.07365619,0.000012659171,0.00020224678,0.00019946854,0.000020811327,0.00017995933,0.0001729091],"genre_scores_gemma":[0.99057037,0.000037352926,0.009233399,0.000038969996,0.000042605752,0.000017323491,0.000035220626,0.000020323669,0.0000044431004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996063,0.000008457635,0.00017193437,0.00008707661,0.00004613409,0.000080066515],"domain_scores_gemma":[0.9997209,0.000048619277,0.000033437904,0.000096186865,0.00005848356,0.000042391945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051616298,0.00008235569,0.00012503365,0.000042274143,0.00001193691,0.000016309823,0.000045477227,0.00008057579,0.000006679231],"category_scores_gemma":[0.000090944486,0.000078040015,0.000012108975,0.000047458216,0.000056058077,0.00015379729,0.000008479768,0.000034840254,8.3896833e-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":[0.000020530553,0.0000064668898,0.00013915423,0.000052545307,0.0000042991287,9.558639e-8,0.00029470763,0.000039516268,0.977632,0.02159534,0.00009303472,0.00012231061],"study_design_scores_gemma":[0.0001824334,0.00009448098,0.00003944439,0.000020354695,0.0000048623265,0.0000012168688,0.000034908146,0.00072152045,0.9777773,0.020439582,0.0006008667,0.000083057756],"about_ca_topic_score_codex":0.0000011501954,"about_ca_topic_score_gemma":2.6611215e-7,"teacher_disagreement_score":0.065066,"about_ca_system_score_codex":0.00001726536,"about_ca_system_score_gemma":0.000010090028,"threshold_uncertainty_score":0.31823793},"labels":[],"label_agreement":null},{"id":"W1989997449","doi":"10.1016/j.ultramic.2009.10.014","title":"Characterization of Si nanocrystals by different TEM-based techniques","year":2009,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dark field microscopy; Transmission electron microscopy; Materials science; Annealing (glass); Nanocrystal; Characterization (materials science); Scanning transmission electron microscopy; Amorphous solid; Silicon; Analytical Chemistry (journal); Nanotechnology; Microscopy; Optics; Crystallography; Chemistry; Optoelectronics; Physics; Composite material; Chromatography","score_opus":0.004650856919821365,"score_gpt":0.23280691701357215,"score_spread":0.22815606009375078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989997449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982458,0.000038112976,0.00065636466,0.000151619,0.00016457183,0.00029107925,0.0002535471,0.00011903908,0.00007989496],"genre_scores_gemma":[0.9985282,0.00002132756,0.00063620723,0.0005641251,0.000032502194,0.000008293734,0.00011359886,0.000011437131,0.00008429896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897665,0.000042377953,0.00031203014,0.00026076767,0.00017865875,0.00022952422],"domain_scores_gemma":[0.9993737,0.000030606625,0.00019462571,0.0002800612,0.00006386251,0.000057160018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008424397,0.00016762609,0.00024598127,0.000039525898,0.000063318206,0.000058371417,0.0002521514,0.00009736125,0.00031620788],"category_scores_gemma":[0.000025176003,0.00013716742,0.000054249766,0.00012304669,0.00009322674,0.00010261013,0.000010141137,0.000057653637,0.0000066630587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004249387,0.00008237154,0.0006636563,0.000023420855,9.844076e-7,5.738943e-7,0.000039722952,2.2152905e-7,0.9980792,0.000057980276,0.0002168958,0.0007925086],"study_design_scores_gemma":[0.00017806992,0.00018785326,0.0064653265,0.000057320955,0.000006360362,0.00000220431,0.0000036040592,0.00001656027,0.9920383,0.00006121638,0.0008322587,0.00015090163],"about_ca_topic_score_codex":0.000025121117,"about_ca_topic_score_gemma":0.0000012226916,"teacher_disagreement_score":0.0060408465,"about_ca_system_score_codex":0.000025219202,"about_ca_system_score_gemma":0.000028435305,"threshold_uncertainty_score":0.5593525},"labels":[],"label_agreement":null},{"id":"W1991135845","doi":"10.1016/j.ultramic.2006.04.024","title":"Enhancement of resolution in core-loss and low-loss spectroscopy in a monochromated microscope","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Deconvolution; Resolution (logic); Electron energy loss spectroscopy; Spectroscopy; Optics; Detector; Microscope; Point spread function; Energy (signal processing); Physics; Materials science; Computational physics; Transmission electron microscopy; Computer science; Artificial intelligence","score_opus":0.006854371623881097,"score_gpt":0.26918283099419643,"score_spread":0.26232845937031535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991135845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958094,0.0008102995,0.0014162688,0.00011815906,0.00014111034,0.0006862801,0.000042167416,0.00014492411,0.00083139056],"genre_scores_gemma":[0.978284,0.0004171787,0.020891355,0.00008928207,0.000040457115,0.00006547364,0.00003725525,0.000038546863,0.00013646665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99718493,0.00010696337,0.00088208116,0.0006922865,0.00027559625,0.0008581289],"domain_scores_gemma":[0.99911517,0.000069980866,0.00027244678,0.00041205363,0.00006218188,0.00006818607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060745876,0.00035735828,0.0005897707,0.00035075977,0.00007881112,0.000083370745,0.0003316915,0.00020084772,0.00014588807],"category_scores_gemma":[0.00003253411,0.00036514684,0.00005554743,0.0005925295,0.00044572316,0.00025323563,0.000074977834,0.00026994522,0.000027312055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026593823,0.00044059544,0.020739764,0.000098003606,0.0000027657352,0.000024361803,0.0002071064,0.000015843701,0.9764731,0.0014430789,0.00027184794,0.000017572871],"study_design_scores_gemma":[0.001178468,0.00040853675,0.015565832,0.0003061946,0.000007620241,0.000015830672,0.00003532775,0.0001742438,0.97940326,0.0024595472,0.00011608232,0.00032904328],"about_ca_topic_score_codex":0.0033538206,"about_ca_topic_score_gemma":0.0013751853,"teacher_disagreement_score":0.019475088,"about_ca_system_score_codex":0.00038089466,"about_ca_system_score_gemma":0.00012477925,"threshold_uncertainty_score":0.9998801},"labels":[],"label_agreement":null},{"id":"W1991626113","doi":"10.1016/j.ultramic.2004.12.007","title":"The determination of the size and shape of buried InAs/InP quantum dots by transmission electron microscopy","year":2005,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Institute for Microstructural Sciences; Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Quantum dot; Transmission electron microscopy; Perpendicular; Contrast (vision); Materials science; Diffraction; Zone axis; Monolayer; Electron diffraction; Optics; Electron; Strain (injury); Orientation (vector space); Condensed matter physics; Molecular physics; Chemistry; Physics; Geometry; Nanotechnology; Mathematics","score_opus":0.003611332402930042,"score_gpt":0.25618437065511357,"score_spread":0.2525730382521835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991626113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754775,0.0012649797,0.00027407028,0.000341167,0.00010195048,0.0002386605,0.000061022532,0.000009650735,0.00016073076],"genre_scores_gemma":[0.99905735,0.000101119294,0.0005610373,0.000057655103,0.000080817124,0.000006060692,0.000010681565,0.000017867847,0.000107396365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989622,0.000056569213,0.00035587096,0.00021358143,0.00015895943,0.0002528212],"domain_scores_gemma":[0.9991277,0.00023152542,0.00027789018,0.00025911944,0.000059780294,0.00004399008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114847426,0.00017930391,0.00021236813,0.000018093613,0.00022514688,0.00004759042,0.00028329052,0.00006269856,0.00006520867],"category_scores_gemma":[0.000011022519,0.000105319144,0.00010030972,0.0001285103,0.00023140087,0.00010954568,0.00002606983,0.00016639692,0.0000011556057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050832314,0.000039548315,0.0035231975,0.000021494548,0.000016325483,2.3377437e-8,0.00041872862,0.000001327799,0.9827398,0.0012238857,0.00028308667,0.01168176],"study_design_scores_gemma":[0.00047793527,0.00007296129,0.0035424714,0.000051287334,0.00003201547,0.0000012175747,0.00018680377,0.00066193,0.98532456,0.0019524639,0.0075746435,0.00012168552],"about_ca_topic_score_codex":0.00015360699,"about_ca_topic_score_gemma":0.000003541841,"teacher_disagreement_score":0.011560075,"about_ca_system_score_codex":0.000015193331,"about_ca_system_score_gemma":0.000047743688,"threshold_uncertainty_score":0.429479},"labels":[],"label_agreement":null},{"id":"W1995385289","doi":"10.1016/j.ultramic.2007.11.001","title":"Planar diffracted-beam interferometry/holography","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Planar; Optics; Diffraction; Coherence (philosophical gambling strategy); Interferometry; Electron; Holography; Physics; Electron diffraction; Plasmon; Cathode ray; Reflection high-energy electron diffraction; Quantum mechanics","score_opus":0.004883706889634421,"score_gpt":0.3094117128562044,"score_spread":0.30452800596657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995385289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7045871,0.00033418872,0.29295784,0.00004313318,0.00006878468,0.00019131444,0.000032309606,0.000084107516,0.0017012416],"genre_scores_gemma":[0.9753664,0.00039522917,0.022379586,0.00082118134,0.00015398019,0.000022199329,0.00029615956,0.00004074131,0.00052448217],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988049,0.000009953396,0.00024010643,0.00041106643,0.00007610465,0.0004578455],"domain_scores_gemma":[0.9993086,0.000016302458,0.000086346816,0.00043471856,0.000053750864,0.00010031129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015966763,0.00019302923,0.00013551417,0.000104714374,0.000121245925,0.000026329179,0.00027976747,0.00019074154,0.000022264323],"category_scores_gemma":[0.000023234028,0.00019251886,0.00010171421,0.00027083745,0.00014224593,0.000004730578,0.000037026013,0.00018443966,0.000025478332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006411183,0.00008730753,0.002617981,0.0000047417443,0.000018856143,0.0000014812736,0.000010898666,0.0000012062086,0.99277,0.00028170642,0.0022061623,0.001935525],"study_design_scores_gemma":[0.00019151732,0.0002215903,0.0034253949,0.000007988445,0.000007639555,0.000022741204,0.00003214271,5.38704e-7,0.9036115,0.0003547278,0.0919172,0.00020706056],"about_ca_topic_score_codex":0.000008533127,"about_ca_topic_score_gemma":0.0000130272765,"teacher_disagreement_score":0.27077934,"about_ca_system_score_codex":0.00002074068,"about_ca_system_score_gemma":0.000019964893,"threshold_uncertainty_score":0.7850691},"labels":[],"label_agreement":null},{"id":"W1996213643","doi":"10.1016/j.ultramic.2004.05.010","title":"Radiation damage in coronene, rubrene and p-terphenyl, measured for incident electrons of kinetic energy between 100 and 200kev","year":2004,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Radiation Shielding Materials Analysis","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Terphenyl; Rubrene; Coronene; Kinetic energy; Electron; Radiation; Physics; Atomic physics; Materials science; Chemistry; Nuclear physics; Optoelectronics; Molecule","score_opus":0.010441097999249409,"score_gpt":0.25942208201484607,"score_spread":0.24898098401559665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996213643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852324,0.00036982493,0.010592353,0.0001207169,0.000078721685,0.00018644685,0.00008945617,0.000023354654,0.000015864463],"genre_scores_gemma":[0.994551,0.00021323308,0.005012314,0.00005439184,0.000056698333,0.000027171176,0.000048484006,0.000018519417,0.000018212113],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987647,0.00007105124,0.00043293193,0.00031320736,0.00015607566,0.00026203593],"domain_scores_gemma":[0.9993538,0.00011761615,0.00022346813,0.00018122261,0.000055339908,0.00006849863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004427565,0.00014856222,0.00035414196,0.00017328608,0.000066490815,0.00009346619,0.00011889411,0.00009289119,0.000038111557],"category_scores_gemma":[0.00011593404,0.0001510818,0.000031062416,0.000176299,0.000102762555,0.0001755433,0.000022589815,0.00003775078,0.0000020384884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038254675,0.000028449476,0.012157115,0.00003214498,0.000010502115,4.9528296e-7,0.00024101064,0.0004220543,0.98624355,0.00038691488,0.00001973825,0.00041979714],"study_design_scores_gemma":[0.0010372591,0.00012428245,0.116144575,0.000030572184,0.00004742636,0.000001925352,0.000020510648,0.00006221369,0.88115233,0.0011369177,0.000106187705,0.00013578753],"about_ca_topic_score_codex":0.0019757368,"about_ca_topic_score_gemma":0.00041545017,"teacher_disagreement_score":0.10509118,"about_ca_system_score_codex":0.000099176475,"about_ca_system_score_gemma":0.00006640817,"threshold_uncertainty_score":0.6160937},"labels":[],"label_agreement":null},{"id":"W1997810395","doi":"10.1016/s0304-3991(02)00237-1","title":"Reconstruction of composite in-line electron holograms using a small emission cone","year":2002,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Northern British Columbia","keywords":"Holography; Optics; Resolution (logic); Interference (communication); Electron; Point source; Point (geometry); Electron holography; Physics; Cluster (spacecraft); Line (geometry); Image resolution; Materials science; Computer science; Geometry; Mathematics; Artificial intelligence","score_opus":0.015849387549491622,"score_gpt":0.3090408089069849,"score_spread":0.29319142135749326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997810395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615228,0.00076769525,0.037206758,0.000039222392,0.000029890305,0.00022764756,0.000013443286,0.000022485956,0.00017006445],"genre_scores_gemma":[0.9531746,0.0007924472,0.045657106,0.000074340576,0.00003997323,0.000013540117,0.000064499196,0.000021393416,0.00016209348],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991164,0.000025801855,0.0002696345,0.00028952226,0.000042018877,0.00025661627],"domain_scores_gemma":[0.99952865,0.000006431096,0.00013197363,0.00024299632,0.000050280694,0.00003968013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006525905,0.00013509493,0.00016279772,0.000057617202,0.00005431284,0.000008919846,0.00012166168,0.00014963264,0.000013749309],"category_scores_gemma":[0.000011479371,0.00014207944,0.00005530418,0.00017728319,0.00011293954,0.0000042884703,0.00002542869,0.00013280309,0.0000016312068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037973416,0.0001055877,0.0025154012,0.000011072398,0.0000068816603,3.9895156e-7,0.000015016592,0.00009939533,0.99356526,0.000024414125,0.000043816162,0.0035747725],"study_design_scores_gemma":[0.0003622853,0.00024978718,0.00013918882,0.000035745557,0.000008447792,0.000057224148,0.000011376264,0.00056597,0.9967806,0.00013301132,0.0015140375,0.00014234889],"about_ca_topic_score_codex":0.000033357857,"about_ca_topic_score_gemma":0.000012691419,"teacher_disagreement_score":0.008450348,"about_ca_system_score_codex":0.00003230194,"about_ca_system_score_gemma":0.00001559083,"threshold_uncertainty_score":0.57938313},"labels":[],"label_agreement":null},{"id":"W2001156266","doi":"10.1016/j.ultramic.2008.10.010","title":"Electromechanical properties of individual single-walled carbon nanotubes grown on focused-ion-beam patterned substrates","year":2008,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Pennsylvania; National Science Foundation","keywords":"Focused ion beam; Materials science; Carbon nanotube; Transmission electron microscopy; Nanostructure; Nanotechnology; Characterization (materials science); Beam (structure); Ion; Resonance (particle physics); Ion beam; Electron beam-induced deposition; Scanning electron microscope; Optoelectronics; Composite material; Scanning transmission electron microscopy; Optics; Chemistry; Atomic physics","score_opus":0.027061377085094773,"score_gpt":0.2292223292604798,"score_spread":0.20216095217538504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001156266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976957,0.00043244872,0.000027038472,0.000121428624,0.00061046064,0.00045507334,0.000071143215,0.0002551888,0.00033152595],"genre_scores_gemma":[0.9986196,0.00006890722,0.0007427044,0.00019130307,0.000170003,0.00004290348,0.000021572449,0.00006583378,0.00007716733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99689716,0.00015799952,0.00072367646,0.0007112264,0.0007875166,0.000722399],"domain_scores_gemma":[0.99852145,0.0003096726,0.00024565303,0.0006382839,0.00015780069,0.00012716561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003541575,0.00043023794,0.0006423478,0.00019571172,0.0001863852,0.000120725475,0.0008437357,0.00024002211,0.000111598514],"category_scores_gemma":[0.0002041998,0.00036574496,0.00016613082,0.00032065233,0.0004985961,0.00017152284,0.00012942955,0.00027987765,0.00005636523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036233448,0.0005430597,0.0014446666,0.000056438617,0.000026321166,0.000020136915,0.0007023686,0.000023306759,0.99651605,0.00013355614,0.00007171531,0.00010003782],"study_design_scores_gemma":[0.00091758743,0.0011609747,0.0005441769,0.00017992753,0.000038073726,0.00007284159,0.000051225234,0.000041230724,0.99640965,0.00013041918,0.000035941874,0.00041796654],"about_ca_topic_score_codex":0.00019594924,"about_ca_topic_score_gemma":0.000023538138,"teacher_disagreement_score":0.001624242,"about_ca_system_score_codex":0.00013430219,"about_ca_system_score_gemma":0.00016173041,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W2006824822","doi":"10.1016/j.ultramic.2013.02.005","title":"Influence of experimental parameters on the composition of precipitates in metallic alloys","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Composition (language); Materials science; Metal; Metallurgy; Art","score_opus":0.0076228890255198994,"score_gpt":0.23320904627172387,"score_spread":0.22558615724620396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006824822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881476,0.000022623231,0.00062416197,0.000015325999,0.000032769887,0.00034506142,0.000013946851,0.00007799978,0.000053321815],"genre_scores_gemma":[0.99456865,0.00003413408,0.0052478896,0.000037674454,0.000002687936,0.00007894112,0.000011747026,0.00001604367,0.000002258084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99948555,0.000024569523,0.00024892148,0.000077650235,0.00006656078,0.00009674471],"domain_scores_gemma":[0.999679,0.000078612225,0.00006256992,0.00014341829,0.00002339684,0.000012963899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045900637,0.00009180737,0.0001437957,0.00005414578,0.000009519418,0.00001103405,0.00011631227,0.000035392964,0.000030741114],"category_scores_gemma":[0.000011930564,0.000073613235,0.000020423793,0.00008228331,0.00007191154,0.00016736239,0.000010074963,0.000049431404,0.000009084075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006554601,0.000032976,0.00025033084,0.000023502553,0.000006243003,8.365195e-8,0.0002918296,0.009144439,0.9899141,0.00029318643,0.000008884459,0.00002787106],"study_design_scores_gemma":[0.00008117787,0.00005359781,0.007394969,0.00007063238,0.0000016899692,3.9435463e-7,0.000039604613,0.00024282234,0.9917576,0.00028649074,0.0000056872655,0.00006537539],"about_ca_topic_score_codex":0.000033546432,"about_ca_topic_score_gemma":2.7854728e-7,"teacher_disagreement_score":0.0089016175,"about_ca_system_score_codex":0.000027243927,"about_ca_system_score_gemma":0.0000025447932,"threshold_uncertainty_score":0.30018607},"labels":[],"label_agreement":null},{"id":"W2008253619","doi":"10.1016/j.ultramic.2009.03.027","title":"Developing a Confocal Acoustic Holography Microscope for non-invasive 3D temperature and composition measurements","year":2009,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Holography; Microscope; Optics; Materials science; Confocal; Resolution (logic); Image resolution; Microscopy; Speed of sound; Acoustics; Computer science; Physics","score_opus":0.01262041824141936,"score_gpt":0.2432182058046855,"score_spread":0.23059778756326615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008253619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7874912,0.0002955486,0.21085876,0.00010850493,0.0003079417,0.00061034114,0.00007527387,0.00015594694,0.00009649924],"genre_scores_gemma":[0.9439718,0.00015394168,0.055180974,0.0004266487,0.0000776194,0.000025963156,0.00012712734,0.000028711447,0.000007206749],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990308,0.000011623874,0.00023882613,0.00026143464,0.00011507695,0.00034218846],"domain_scores_gemma":[0.999566,0.00007230664,0.00004373624,0.0001227664,0.0001210861,0.000074110765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012375333,0.00023709278,0.00022299116,0.0000994528,0.00018391757,0.00014756469,0.00009771399,0.00015926217,0.000002905051],"category_scores_gemma":[0.000030266976,0.00023933998,0.000051115258,0.00015584698,0.000055010565,0.00012635729,0.000006367819,0.0001661723,0.000004330454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023211285,0.00002237561,0.00018183203,0.000119980585,0.00003355339,0.0000014125941,0.00015894182,0.001450776,0.9967311,0.000031710006,0.0003303589,0.00091476686],"study_design_scores_gemma":[0.0011270428,0.00019141703,0.0037836016,0.00025905162,0.00006864512,0.000023720058,0.000054555276,0.0053824936,0.98824716,0.00034427238,0.00011662924,0.0004014051],"about_ca_topic_score_codex":0.0000021464004,"about_ca_topic_score_gemma":0.0000032900866,"teacher_disagreement_score":0.15648061,"about_ca_system_score_codex":0.00007974153,"about_ca_system_score_gemma":0.000042779095,"threshold_uncertainty_score":0.9760001},"labels":[],"label_agreement":null},{"id":"W2009114464","doi":"10.1016/j.ultramic.2013.02.012","title":"Quantitative dopant distributions in GaAs nanowires using atom probe tomography","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Atom probe; Dopant; Nanowire; Materials science; Doping; Characterization (materials science); Semiconductor; Atom (system on chip); Resolution (logic); Image resolution; Optoelectronics; Nanotechnology; Noise (video); Optics; Computer science; Physics","score_opus":0.012007187155994931,"score_gpt":0.26168109531164596,"score_spread":0.24967390815565102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009114464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.770755,0.000070364535,0.22789334,0.000016755283,0.00016918674,0.0004071856,0.000109931316,0.0004975515,0.00008067491],"genre_scores_gemma":[0.9022375,0.000073418014,0.09739695,0.000020446834,0.000019430503,0.00010587348,0.000097291144,0.000040084615,0.000009019388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991166,0.00002507928,0.00030563003,0.00017947778,0.00007410076,0.00029910207],"domain_scores_gemma":[0.9996378,0.000033729775,0.000048987506,0.00017425767,0.000055949375,0.00004932239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051289444,0.00017812711,0.00019840644,0.00015283846,0.00005644468,0.00008834937,0.0001192855,0.00007929071,0.00009204589],"category_scores_gemma":[0.000018712593,0.00018316592,0.000037512003,0.0003522983,0.00007547905,0.0004564901,0.0000150535125,0.00010514754,0.000041287614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036231322,0.000024371293,0.0014602544,0.000044799337,0.0000071390514,0.0000014663162,0.00014766846,0.0002788475,0.9964766,0.0013875582,0.000058279875,0.00010940111],"study_design_scores_gemma":[0.00013257262,0.00002496705,0.0060961936,0.000098731216,0.000004410033,0.0000041214903,0.000055898177,0.0015649115,0.98930836,0.0019461077,0.0005361321,0.00022759027],"about_ca_topic_score_codex":0.000096492055,"about_ca_topic_score_gemma":0.000008555176,"teacher_disagreement_score":0.13148247,"about_ca_system_score_codex":0.000094539784,"about_ca_system_score_gemma":0.000013222141,"threshold_uncertainty_score":0.74692893},"labels":[],"label_agreement":null},{"id":"W2009158116","doi":"10.1016/j.ultramic.2012.10.007","title":"Field evaporation of oxides: A theoretical study","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research","keywords":"Desorption; Evaporation; Oxide; Electron; Metal; Chemical physics; Oxygen; Molecule; Dipole; Atomic physics; Field (mathematics); Ion; Chemistry; Atom (system on chip); Vacuum evaporation; Density functional theory; Field desorption; Materials science; Nanotechnology; Physical chemistry; Physics; Adsorption; Computational chemistry; Thin film; Thermodynamics","score_opus":0.0047246558773768235,"score_gpt":0.2561452312775058,"score_spread":0.251420575400129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009158116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9145933,0.000020007194,0.084116526,0.0000065897293,0.00022480718,0.0002268929,0.0000078538915,0.0002980848,0.00050596107],"genre_scores_gemma":[0.9940505,0.000015354739,0.005788612,0.000029077053,0.000056813475,0.000021170654,0.000010613049,0.000020751224,0.0000071048935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951863,0.000018994719,0.0001975656,0.000060470586,0.00006790915,0.00013642221],"domain_scores_gemma":[0.99972063,0.000043870332,0.00003109547,0.00014914683,0.000023289147,0.000031940504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010951433,0.00008311814,0.00012170764,0.000038456143,0.0000143059615,0.000010934481,0.000066950735,0.00004921247,0.0001780405],"category_scores_gemma":[0.00004477015,0.00007985087,0.000016258187,0.000070895585,0.00003144015,0.0001894599,0.0000098970195,0.00004968117,0.000013870222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011453186,0.00007590442,0.0029791084,0.000026768434,0.0000068467834,1.5555005e-7,0.0005941649,0.000016765223,0.9925889,0.0033169915,0.00005839449,0.00032456336],"study_design_scores_gemma":[0.00009382375,0.00009131987,0.0015223119,0.000011029832,0.0000071911495,0.0000011063081,0.00010371927,0.00006867933,0.9973772,0.0005060039,0.00013729461,0.00008031552],"about_ca_topic_score_codex":0.0000015817069,"about_ca_topic_score_gemma":2.0548646e-7,"teacher_disagreement_score":0.07945722,"about_ca_system_score_codex":0.000016314692,"about_ca_system_score_gemma":0.0000030428187,"threshold_uncertainty_score":0.3256224},"labels":[],"label_agreement":null},{"id":"W2011431300","doi":"10.1016/j.ultramic.2009.03.046","title":"Effect of SP-C on surface potential distribution in pulmonary surfactant: Atomic force microscopy and Kelvin probe force microscopy study","year":2009,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Pulmonary surfactant; Kelvin probe force microscope; Monolayer; Surface tension; Chemistry; Atomic force microscopy; Microscopy; Work function; Nanotechnology; Chemical engineering; Analytical Chemistry (journal); Biophysics; Chemical physics; Materials science; Layer (electronics); Chromatography; Biochemistry; Organic chemistry; Thermodynamics; Optics; Physics; Biology","score_opus":0.010035003998588289,"score_gpt":0.34995078507483135,"score_spread":0.33991578107624304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011431300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921152,0.0017938679,0.00022138658,0.00026425076,0.00018836363,0.0049729533,0.00025506938,0.00009161739,0.00009727258],"genre_scores_gemma":[0.99830633,0.00035180006,0.00041147188,0.00024009278,0.0000604241,0.00003365274,0.0001809497,0.00007273675,0.00034256242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953417,0.0005807352,0.0010179667,0.0010795187,0.0008051359,0.00117493],"domain_scores_gemma":[0.9977886,0.0005003665,0.00028219007,0.00081168726,0.00017122875,0.00044592738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018484521,0.0006111646,0.001159386,0.0002682038,0.00021963826,0.00007280412,0.00032926272,0.00034813336,0.00003215983],"category_scores_gemma":[0.0003892632,0.00054465915,0.00016253187,0.0007416607,0.00032394528,0.00022601352,0.00008855041,0.0010213796,0.0000436502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011454055,0.00126865,0.07572198,0.0009852302,0.000032816708,0.00027229034,0.00024837683,0.00002895115,0.90355146,0.000016418757,0.000046550438,0.006373252],"study_design_scores_gemma":[0.0068279174,0.013613091,0.13646704,0.00064496323,0.0000763483,0.000103775455,0.000100917954,0.00043967157,0.8411001,0.000067628534,0.00018363919,0.00037494584],"about_ca_topic_score_codex":0.00030354835,"about_ca_topic_score_gemma":0.000022813882,"teacher_disagreement_score":0.062451363,"about_ca_system_score_codex":0.0005715275,"about_ca_system_score_gemma":0.0003728628,"threshold_uncertainty_score":0.9997005},"labels":[],"label_agreement":null},{"id":"W2018076868","doi":"10.1016/j.ultramic.2012.04.010","title":"Contact detection for nanomanipulation in a scanning electron microscope","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Magnification; Scanning electron microscope; Robot end effector; Microscope; Focus (optics); Position (finance); Resolution (logic); Nanotechnology; Materials science; Computer vision; Computer science; Artificial intelligence; Optics; Physics","score_opus":0.010383591133391852,"score_gpt":0.30031421437563544,"score_spread":0.28993062324224356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018076868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.836758,0.00008967603,0.161033,0.000031648,0.00012299884,0.0007684224,0.000036825102,0.0000740376,0.0010853523],"genre_scores_gemma":[0.9903294,0.000002848171,0.008646004,0.000055533055,0.00022310893,0.0003725866,0.0001254795,0.000037574067,0.00020748118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888515,0.000018772627,0.00027460666,0.00022888863,0.000056679517,0.0005358967],"domain_scores_gemma":[0.99955076,0.000043113276,0.00011342876,0.00018799391,0.000038090257,0.00006660875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019084131,0.0001761779,0.00017666929,0.00009798313,0.0001724972,0.000060155082,0.00011485338,0.00006815587,0.00005327806],"category_scores_gemma":[0.0000042595234,0.00018881788,0.00008932187,0.00021490312,0.000025363724,0.00026316795,0.000014995106,0.00014506614,0.000024058354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026545435,0.00011091203,0.04421152,0.000010329489,0.000008167032,1.8147329e-8,0.0001936043,0.000010933972,0.9466763,0.0065330137,0.00016488413,0.0020537467],"study_design_scores_gemma":[0.00047557958,0.00007266047,0.009064779,0.0000297289,0.000014082558,0.000001028509,0.00010290029,0.0002560049,0.9773311,0.0008205739,0.011613529,0.00021800687],"about_ca_topic_score_codex":0.00042178918,"about_ca_topic_score_gemma":0.000018526327,"teacher_disagreement_score":0.15357135,"about_ca_system_score_codex":0.00011157516,"about_ca_system_score_gemma":0.000028199102,"threshold_uncertainty_score":0.769977},"labels":[],"label_agreement":null},{"id":"W2019541463","doi":"10.1016/j.ultramic.2010.04.001","title":"Nanometer-resolution electron microscopy through micrometers-thick water layers","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Basic Energy Sciences; National Institute of General Medical Sciences; National Institutes of Health; Vanderbilt University Medical Center; U.S. Department of Energy","keywords":"Resolution (logic); Colloidal gold; Scanning transmission electron microscopy; Materials science; Nanoparticle; Nanoscopic scale; Transmission electron microscopy; Scanning electron microscope; Scattering; Electron microscope; Electron; Optics; Electron scattering; Microscopy; Monte Carlo method; Nanotechnology; Physics; Composite material","score_opus":0.005686332640599552,"score_gpt":0.3135886109881507,"score_spread":0.3079022783475512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019541463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94366133,0.00024046254,0.053999115,0.0004011673,0.0002984071,0.0005066582,0.00007914114,0.00013395985,0.000679741],"genre_scores_gemma":[0.89377207,0.00033830004,0.10163452,0.0012008555,0.00029483062,0.00014300681,0.00090196833,0.000105029,0.0016094403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99771947,0.000040012565,0.00037022884,0.00080641,0.0001330725,0.00093080924],"domain_scores_gemma":[0.99881977,0.000012229393,0.00010886165,0.0008345171,0.00010928459,0.000115325434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018199094,0.00039289452,0.00025960302,0.00007447527,0.0003475059,0.000096758995,0.00049992866,0.00041586757,0.00009344095],"category_scores_gemma":[0.000024696965,0.00034586774,0.00018266519,0.00017613158,0.0003045088,0.000023434779,0.000111585396,0.0005411581,0.00012509423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008342044,0.0001157456,0.00019882951,0.000013303592,0.00003120281,7.971397e-7,0.00006744625,0.000007656311,0.995065,0.000275168,0.003918533,0.0002228948],"study_design_scores_gemma":[0.000317912,0.00027903204,0.000048994207,0.000006051726,0.000017401944,0.00004151517,0.000012933059,0.0000044683798,0.74102867,0.00048016963,0.25741473,0.0003481475],"about_ca_topic_score_codex":0.000055914854,"about_ca_topic_score_gemma":0.000059633832,"teacher_disagreement_score":0.25403637,"about_ca_system_score_codex":0.000044530578,"about_ca_system_score_gemma":0.00007123685,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W2023089489","doi":"10.1016/j.ultramic.2010.03.001","title":"New fine structures resolved at the ELNES Ti-L2,3 edge spectra of anatase and rutile: Comparison between experiment and calculation","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Center for Advanced Study, University of Illinois at Urbana-Champaign; McMaster University","keywords":"Monochromator; Anatase; Rutile; Spectral line; Electron energy loss spectroscopy; Spectroscopy; Chemistry; Band gap; Atomic physics; Molecular physics; Materials science; Transmission electron microscopy; Analytical Chemistry (journal); Optics; Physics; Wavelength; Nanotechnology; Optoelectronics","score_opus":0.01291745941349399,"score_gpt":0.2938792101743983,"score_spread":0.2809617507609043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023089489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978828,0.0005345578,0.0003759535,0.00027307466,0.000048175487,0.00013763121,0.00010055521,0.000025846484,0.0006214262],"genre_scores_gemma":[0.9960088,0.000015948477,0.0031009372,0.000021745262,0.00016438843,0.0000074201243,0.00022004366,0.000012721514,0.00044798056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930483,0.000015305919,0.00022321328,0.00021883906,0.000090629685,0.00014719623],"domain_scores_gemma":[0.9993854,0.000107561376,0.00009541958,0.00031041895,0.000019317196,0.00008189395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060945316,0.00013393303,0.00016975675,0.0000145137865,0.00016545919,0.00003448899,0.00011227513,0.000101278754,0.0002495022],"category_scores_gemma":[0.000021552267,0.00010250976,0.000025651938,0.00007938,0.00019156342,0.000038908187,0.000046140074,0.00016142374,0.0000034501184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018305147,0.000014205432,0.006306476,0.000015525835,0.000011827223,2.1835426e-7,0.0003452207,0.000016052072,0.981983,0.0028366602,0.0023101137,0.006142408],"study_design_scores_gemma":[0.00034364258,0.00001691941,0.03586012,0.000006293768,0.000025711955,0.000003912438,0.0000751708,0.000052507057,0.93728244,0.0004993946,0.025728099,0.000105787054],"about_ca_topic_score_codex":0.0005717724,"about_ca_topic_score_gemma":0.00030055208,"teacher_disagreement_score":0.044700544,"about_ca_system_score_codex":0.000015878852,"about_ca_system_score_gemma":0.000018310457,"threshold_uncertainty_score":0.41802266},"labels":[],"label_agreement":null},{"id":"W2024234513","doi":"10.1016/j.ultramic.2005.12.013","title":"Transmission properties of hydrogen and helium ion implantation induced waveguide grating structures and potential application","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Cladding (metalworking); Grating; Materials science; Ion implantation; Optics; Optoelectronics; Wavelength; Waveguide; Diffraction grating; Transmission (telecommunications); Ion; Chemistry; Physics; Telecommunications","score_opus":0.004986766182303568,"score_gpt":0.20386220391500814,"score_spread":0.19887543773270458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024234513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933326,0.00066622265,0.0055638147,0.000013289606,0.000030753057,0.00015708267,0.000015008886,0.000057702822,0.00016347835],"genre_scores_gemma":[0.99844664,0.000106500556,0.0013652245,0.000008283123,0.00002981583,0.0000062563354,0.000021379163,0.000011873094,0.000004041205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952924,0.000008667812,0.00017413027,0.00011311605,0.00006786346,0.00010698769],"domain_scores_gemma":[0.9998663,0.000008281597,0.000028149834,0.000053116237,0.000016744674,0.000027390568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039755418,0.00009179944,0.000104960316,0.000032876458,0.00004882022,0.000019305871,0.000032519165,0.00006848508,0.0000015140018],"category_scores_gemma":[0.0000022338993,0.00007618485,0.000013564859,0.000044839093,0.00003460843,0.0000907363,0.0000052391447,0.000059915576,3.7564843e-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":[0.000011430822,0.000004914909,0.000117569776,0.00014908677,0.000005382431,2.5621998e-7,0.00013991618,0.000552945,0.9950243,0.00021052823,0.0000018978214,0.003781732],"study_design_scores_gemma":[0.00019703446,0.000019948013,0.004450561,0.000037503007,0.000015303447,0.00001291409,0.000048325885,0.02989432,0.9647459,0.0004508329,0.00004023111,0.00008712001],"about_ca_topic_score_codex":0.00016962273,"about_ca_topic_score_gemma":0.000011289917,"teacher_disagreement_score":0.030278433,"about_ca_system_score_codex":0.000009527017,"about_ca_system_score_gemma":0.0000067794294,"threshold_uncertainty_score":0.3106728},"labels":[],"label_agreement":null},{"id":"W2024476103","doi":"10.1016/j.ultramic.2010.10.002","title":"Atomic imaging using secondary electrons in a scanning transmission electron microscope: Experimental observations and possible mechanisms","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scanning transmission electron microscopy; Secondary electrons; High-resolution transmission electron microscopy; Electron; Atomic units; Electron tomography; Energy filtered transmission electron microscopy; Dark field microscopy; Resolution (logic); Characterization (materials science); Optics; Tilt (camera); Crystal (programming language); Electron microscope; Conventional transmission electron microscope; Transmission electron microscopy; Scanning confocal electron microscopy; Image resolution; Materials science; Microscopy; Physics","score_opus":0.009446638592984759,"score_gpt":0.2894966177844154,"score_spread":0.2800499791914306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024476103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845234,0.0010293861,0.012972668,0.00018401568,0.00020976092,0.0005021947,0.000025473777,0.00031198826,0.00024111908],"genre_scores_gemma":[0.8799009,0.000057348596,0.11946516,0.00033762766,0.00004511843,0.00004210534,0.000019908646,0.00006814739,0.00006371815],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974402,0.000084110165,0.000466466,0.00073082704,0.0002597873,0.0010185647],"domain_scores_gemma":[0.9992531,0.000048181464,0.00014200713,0.0003316936,0.00006126329,0.00016378127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058774115,0.00038227634,0.00037146278,0.00027778174,0.00044698562,0.0003348945,0.00034991605,0.00016835576,0.0002829939],"category_scores_gemma":[0.000020859068,0.00039830423,0.00007104935,0.00036555223,0.00020431937,0.00067919906,0.00005857365,0.00079563225,0.0000076341585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006572614,0.00012445777,0.0012514427,0.000019903815,0.0000035721907,0.0000068610716,0.0005196952,0.0000026380833,0.9952101,0.0025437472,0.000073229676,0.00017859171],"study_design_scores_gemma":[0.0006878448,0.00016340632,0.00093387184,0.0000850953,0.00001433898,0.00010786077,0.00013777417,0.0010897462,0.9934994,0.0024727923,0.00038088486,0.00042696245],"about_ca_topic_score_codex":0.0005480833,"about_ca_topic_score_gemma":0.00016295054,"teacher_disagreement_score":0.10649249,"about_ca_system_score_codex":0.00030927715,"about_ca_system_score_gemma":0.00047305736,"threshold_uncertainty_score":0.9998469},"labels":[],"label_agreement":null},{"id":"W2025937706","doi":"10.1016/j.ultramic.2013.02.021","title":"Characterization of detector modulation-transfer function with noise, edge, and holographic methods","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute for Nanotechnology","keywords":"Optics; Detector; Optical transfer function; Holography; Electron holography; Field emission gun; Physics; Detective quantum efficiency; Noise (video); Normalization (sociology); Materials science; Image quality; Diffraction; Computer science; Artificial intelligence","score_opus":0.0069561732898864425,"score_gpt":0.2632060943399934,"score_spread":0.25624992105010697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025937706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68995774,0.000030802752,0.30934456,0.000035576482,0.00007049938,0.00033029233,0.0000085137435,0.0001282832,0.00009371678],"genre_scores_gemma":[0.95675725,0.000070220514,0.042845268,0.00011856104,0.000029721474,0.00006743904,0.000024637215,0.000023701246,0.000063194595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989925,0.00010071012,0.00023919785,0.00030415214,0.00011966464,0.0002437458],"domain_scores_gemma":[0.9994681,0.00004954407,0.00007836471,0.00021792437,0.00012853525,0.000057566634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002173668,0.00016413273,0.00021932356,0.00013019193,0.000089640234,0.00008035115,0.00010302275,0.0001034444,0.00028628687],"category_scores_gemma":[0.000014443045,0.00013082466,0.000030770967,0.00025495322,0.00019044123,0.00037407552,0.000010563806,0.00010053789,0.000012558674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056133904,0.00004025019,0.0037376524,0.000029921894,0.000007508842,1.1856346e-7,0.00008464478,0.0000012400799,0.9940421,0.0004534991,0.000008555784,0.0015383895],"study_design_scores_gemma":[0.00021072675,0.0004484551,0.08800182,0.000023892497,0.000020860334,0.000004364211,0.00001039473,0.00009700215,0.9103792,0.0005519362,0.000111071146,0.00014030797],"about_ca_topic_score_codex":0.00007938172,"about_ca_topic_score_gemma":0.000012250344,"teacher_disagreement_score":0.2667995,"about_ca_system_score_codex":0.000016517017,"about_ca_system_score_gemma":0.000022852546,"threshold_uncertainty_score":0.53348744},"labels":[],"label_agreement":null},{"id":"W2027704721","doi":"10.1016/s0304-3991(00)00094-2","title":"Concentration limits for the measurement of boron by electron energy-loss spectroscopy and electron-spectroscopic imaging","year":2001,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Spectroscopy; Electron energy loss spectroscopy; Electron; Boron; Scanning transmission electron microscopy; Photodiode; Diode; Atomic physics; Analytical Chemistry (journal); Materials science; Chemistry; Electron microscope; Transmission electron microscopy; Optics; Physics; Optoelectronics","score_opus":0.009068827754194908,"score_gpt":0.2736131458080112,"score_spread":0.2645443180538163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027704721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87379897,0.013779555,0.10674473,0.0022693095,0.0003668997,0.0013993098,0.000059045342,0.00040571595,0.0011764409],"genre_scores_gemma":[0.98943186,0.005308637,0.0040751714,0.00052833714,0.00017655588,0.00021262481,0.00003788875,0.00007244412,0.00015648785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99666035,0.000106451684,0.0006331843,0.0007661719,0.0005977225,0.0012361123],"domain_scores_gemma":[0.9985043,0.00019336502,0.00037232682,0.0005399687,0.00025849597,0.00013156467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075617665,0.00047364752,0.00050633954,0.00007666948,0.00046185052,0.00023365724,0.00053158,0.0001293212,0.00007492213],"category_scores_gemma":[0.0000666288,0.00038228443,0.00013021896,0.00028489757,0.00039984618,0.00034361205,0.000033588716,0.00025898457,0.0000059138006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004188527,0.00013969665,0.0013173814,0.0000324953,0.000028622355,0.0000013974443,0.0001239654,0.0000024261333,0.98604196,0.007767581,0.003756806,0.0003688214],"study_design_scores_gemma":[0.00094097864,0.00093825115,0.00027258287,0.000050159328,0.000083341525,0.000026677459,0.00004149824,0.00029992478,0.98213565,0.0022796253,0.012559722,0.0003715593],"about_ca_topic_score_codex":0.00029118938,"about_ca_topic_score_gemma":0.00012329873,"teacher_disagreement_score":0.115632854,"about_ca_system_score_codex":0.00044604676,"about_ca_system_score_gemma":0.00021321622,"threshold_uncertainty_score":0.9998629},"labels":[],"label_agreement":null},{"id":"W2028439890","doi":"10.1016/j.ultramic.2009.05.011","title":"Fourier-ratio deconvolution techniques for electron energy-loss spectroscopy (EELS)","year":2009,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"National Institutes of Natural Sciences","keywords":"Deconvolution; Electron energy loss spectroscopy; Spectroscopy; Energy (signal processing); Analytical Chemistry (journal); Fourier transform; Fourier transform spectroscopy; Materials science; Fourier transform infrared spectroscopy; Chemistry; Physics; Optics; Transmission electron microscopy; Nanotechnology; Environmental chemistry","score_opus":0.006903883693441417,"score_gpt":0.28349148279749603,"score_spread":0.2765875991040546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028439890","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":[0.36878622,0.0008077729,0.6193536,0.001893705,0.0004538497,0.0013925746,0.00009707377,0.002880479,0.004334719],"genre_scores_gemma":[0.77809864,0.0004493575,0.2167503,0.002423495,0.0006428957,0.00028320638,0.00012561739,0.00008643219,0.0011400752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965504,0.000099380144,0.0006472973,0.00093688705,0.00037450754,0.001391533],"domain_scores_gemma":[0.99848384,0.00010206715,0.00029670328,0.00072418887,0.00019918119,0.00019399892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006126873,0.00054601947,0.00056584016,0.00024375909,0.00049270014,0.00033516684,0.000680085,0.00033604202,0.00018999235],"category_scores_gemma":[0.00007979629,0.0005388053,0.0002377303,0.00035651634,0.00020236599,0.00056298386,0.000028669549,0.0002889589,0.000050445276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024100006,0.00019770226,0.000062977975,0.000015201643,0.000008820401,0.0000030103172,0.00007093542,0.0000013797059,0.9397612,0.05008843,0.008213604,0.0013357198],"study_design_scores_gemma":[0.00041831328,0.0022160364,0.00010455051,0.00004432462,0.000036488073,0.000030056699,0.000010216088,0.00013510125,0.9358793,0.03511968,0.025431577,0.00057434884],"about_ca_topic_score_codex":0.000100547535,"about_ca_topic_score_gemma":0.00007403582,"teacher_disagreement_score":0.4093124,"about_ca_system_score_codex":0.00048752382,"about_ca_system_score_gemma":0.00023800763,"threshold_uncertainty_score":0.9997063},"labels":[],"label_agreement":null},{"id":"W2028636490","doi":"10.1016/j.ultramic.2012.07.006","title":"Control of radiation damage in the TEM","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":350,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Radiation damage; Optics; Materials science; Transmission electron microscopy; Dark field microscopy; Cathode ray; Electron microscope; Radiolysis; Radiation; Beam (structure); Scanning transmission electron microscopy; Electron; Scattering; Resolution (logic); Irradiation; Microscopy; Physics; Nuclear physics; Computer science","score_opus":0.004869144032761067,"score_gpt":0.3045750732322106,"score_spread":0.29970592919944955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028636490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9188015,0.00072656677,0.07944748,0.00012696731,0.0000258205,0.00029283503,0.000027099497,0.000008488266,0.0005432754],"genre_scores_gemma":[0.99713373,0.00013134882,0.0021050188,0.0003908533,0.000073248666,0.000044448567,0.00006131724,0.000008955683,0.000051057737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995013,0.000034990448,0.00013396084,0.00009751207,0.000044838554,0.00018740904],"domain_scores_gemma":[0.9996579,0.000014842953,0.00006148212,0.00023166613,0.000015126392,0.000018929852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018122199,0.000069613336,0.00007094471,0.000019409117,0.000033040098,0.0000057886627,0.00014939587,0.00006174191,0.000006427625],"category_scores_gemma":[0.000018255998,0.000054386754,0.000033463122,0.000090398345,0.000052661322,0.000004545622,0.000008549208,0.00006720418,0.000003118285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001406717,0.000067475274,0.01349187,0.0000037241537,0.0000032980106,3.3954922e-8,0.000053903794,0.000010730455,0.98378307,0.0010257898,0.0006396852,0.000906378],"study_design_scores_gemma":[0.00023768796,0.00006131877,0.009100353,0.0000028910288,0.00000488529,0.0000028101103,0.000040529692,0.00000704028,0.9441318,0.000069038666,0.046280846,0.000060796356],"about_ca_topic_score_codex":0.00001275388,"about_ca_topic_score_gemma":0.00000505737,"teacher_disagreement_score":0.07833228,"about_ca_system_score_codex":0.000008873271,"about_ca_system_score_gemma":0.00001484091,"threshold_uncertainty_score":0.22178274},"labels":[],"label_agreement":null},{"id":"W2030080777","doi":"10.1016/s0304-3991(03)00114-1","title":"Materials science applications of HREELS in near edge structure analysis and low-energy loss spectroscopy","year":2003,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"ZnO doping and properties","field":"Materials Science","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Electron energy loss spectroscopy; Spectroscopy; Resolution (logic); Transmission electron microscopy; Materials science; Spectrometer; Brookite; Enhanced Data Rates for GSM Evolution; Electron diffraction; High resolution electron energy loss spectroscopy; Diffraction; Atomic physics; Optics; Chemistry; Physics; Nanotechnology","score_opus":0.005441251838088644,"score_gpt":0.2449794330032143,"score_spread":0.23953818116512565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030080777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960136,0.00023204178,0.0031060013,0.000025228268,0.0001399679,0.00013939633,0.00011864243,0.00002867517,0.00019645518],"genre_scores_gemma":[0.9892568,0.000059947157,0.010516899,0.000057410696,0.000021422704,0.000016822394,0.0000087852295,0.000011582061,0.000050345858],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984902,0.000087377746,0.00035696002,0.00044784902,0.00021398785,0.00040361038],"domain_scores_gemma":[0.9992426,0.000043362114,0.00013880004,0.00041279578,0.000086643005,0.00007578728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051187654,0.00015993217,0.000352929,0.0002573484,0.00022867373,0.00024430093,0.00031728527,0.00007370347,0.0003392781],"category_scores_gemma":[0.00006330734,0.00013536033,0.000033346318,0.001282113,0.0010477073,0.00020721542,0.00004498085,0.00006312226,0.000010412582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016878108,0.000030194165,0.005672371,0.00003988274,0.000008988205,7.136533e-7,0.00030333627,0.00034571334,0.99012625,0.0034094325,0.0000051495517,0.00004111169],"study_design_scores_gemma":[0.00017915123,0.000033775283,0.0033628526,0.000024159575,0.00003604838,0.0000052235305,0.00006659228,0.00006660468,0.99426126,0.0015441907,0.00026896832,0.0001511841],"about_ca_topic_score_codex":0.00075727724,"about_ca_topic_score_gemma":0.00012116206,"teacher_disagreement_score":0.0074108974,"about_ca_system_score_codex":0.00006466697,"about_ca_system_score_gemma":0.00017357386,"threshold_uncertainty_score":0.55198336},"labels":[],"label_agreement":null},{"id":"W2030254169","doi":"10.1016/j.ultramic.2007.01.005","title":"An alternative approach to carbon nanotube sample preparation for TEM investigation","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Carbon nanotube; Materials science; Nanotechnology; Nanostructure; High-resolution transmission electron microscopy; Transmission electron microscopy; Replica; Substrate (aquarium); Nanotube; Carbon fibers; Composite number; Composite material","score_opus":0.019919580580973876,"score_gpt":0.31132573772090105,"score_spread":0.2914061571399272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030254169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8182793,0.000017080067,0.17906135,0.000033991408,0.00063899165,0.0009803312,0.00009091518,0.00016099673,0.00073704164],"genre_scores_gemma":[0.7893195,9.288355e-7,0.20983969,0.0002924515,0.00027845596,0.00008881127,0.00011100173,0.000030045145,0.000039105224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99823385,0.00006371828,0.00039020757,0.00060200226,0.00027557678,0.000434647],"domain_scores_gemma":[0.99866444,0.00038655338,0.00013174319,0.00045498594,0.00017910532,0.00018317997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009440654,0.0002061855,0.00021274049,0.00014340322,0.00015243179,0.00018610283,0.00037575988,0.00010771809,0.000009021164],"category_scores_gemma":[0.00024506525,0.00020849648,0.0000504022,0.00025872502,0.00010537783,0.00026844407,0.00003535992,0.00007252366,0.000015081142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020925015,0.00008955612,0.0012165356,0.000023587905,0.0000047319036,2.7509523e-7,0.0024676237,0.0011725766,0.9931851,0.0013602263,0.00009622413,0.00017430428],"study_design_scores_gemma":[0.00036105132,0.00036450723,0.0005374331,0.00001871883,0.000014683513,0.0000047530266,0.00013640021,0.0057770885,0.99058497,0.001499545,0.00044452693,0.00025633484],"about_ca_topic_score_codex":0.00065982505,"about_ca_topic_score_gemma":0.00009602377,"teacher_disagreement_score":0.030778326,"about_ca_system_score_codex":0.00021103983,"about_ca_system_score_gemma":0.00006589008,"threshold_uncertainty_score":0.85022396},"labels":[],"label_agreement":null},{"id":"W2030271978","doi":"10.1016/j.ultramic.2013.03.013","title":"Tip apex shaping of gas field ion sources","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Full width at half maximum; Atomic physics; Field electron emission; Ion; Common emitter; Field ion microscope; Helium; Acceleration voltage; Atom probe; Voltage; Atom (system on chip); Cathode; Ion source; Chemistry; Optics; Materials science; Electron; Cathode ray; Physics; Optoelectronics; Transmission electron microscopy; Nuclear physics","score_opus":0.0070061186632739,"score_gpt":0.21966822116175527,"score_spread":0.2126621024984814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030271978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88894045,0.000042126925,0.10951302,0.000037289818,0.00020118832,0.000171753,0.000009506354,0.0005005828,0.00058406853],"genre_scores_gemma":[0.98834246,0.00009628587,0.011271266,0.000118078446,0.000059871418,0.000023376862,0.000013051719,0.000030690153,0.000044932236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994714,0.000008613577,0.00021232283,0.00009700525,0.00005973501,0.00015092286],"domain_scores_gemma":[0.99969906,0.000041366347,0.000046416066,0.00015001245,0.000033986456,0.000029178176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033825287,0.00010566003,0.00014323083,0.000053913624,0.000021934733,0.000031429583,0.00011051357,0.0000741418,0.00042671946],"category_scores_gemma":[0.000023768062,0.00010797416,0.000025276142,0.0000695969,0.000023849314,0.00020581555,0.000011167066,0.00006178722,0.00006323189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020793448,0.000005896987,0.0004132595,0.00007833091,0.0000051888055,1.7784603e-7,0.000103309445,0.00019704747,0.99744135,0.000046631863,0.00034519448,0.0013615369],"study_design_scores_gemma":[0.000078623,0.000025559646,0.0007557535,0.00005422024,0.000002947556,0.0000015632136,0.000016873288,0.00051002245,0.99708337,0.00047625735,0.0008859178,0.00010887247],"about_ca_topic_score_codex":0.000021960725,"about_ca_topic_score_gemma":4.0695707e-7,"teacher_disagreement_score":0.09940199,"about_ca_system_score_codex":0.000015770129,"about_ca_system_score_gemma":0.0000034810473,"threshold_uncertainty_score":0.46722788},"labels":[],"label_agreement":null},{"id":"W2030857728","doi":"10.1016/s0304-3991(99)00173-4","title":"Preparation of damage-free glass TEM specimens","year":2000,"lang":"pt","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bayer Canada","keywords":"Polishing; Materials science; Transmission electron microscopy; Composite material; Electron microscope; Jet (fluid); Optical glass; Optics; Nanotechnology; Engineering","score_opus":0.009783412437903323,"score_gpt":0.30599191263503245,"score_spread":0.29620850019712913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030857728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97626203,0.0005033888,0.0010069569,0.00047549893,0.00049051753,0.0009038556,0.00039755757,0.00038954674,0.019570649],"genre_scores_gemma":[0.94547975,0.0010473676,0.015286088,0.0003522977,0.00029867643,0.00003559942,0.00006243575,0.00009375845,0.03734404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99639004,0.000243215,0.0009710175,0.000878967,0.00056260475,0.00095413474],"domain_scores_gemma":[0.99754214,0.00010888366,0.0003903305,0.0016299939,0.00014982905,0.00017883022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064251426,0.0005284251,0.000715105,0.00016144947,0.00024131287,0.00024743352,0.0012131474,0.0003551189,0.013053458],"category_scores_gemma":[0.000075851596,0.00053658057,0.00020663973,0.00050175417,0.00047021714,0.00048529982,0.00009198195,0.0003656802,0.00090401975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044817477,0.0004254071,0.00053225446,0.0001384436,0.00002883284,0.0000074976515,0.0009853566,0.00002296877,0.98113084,0.0031200072,0.0128249945,0.00033525025],"study_design_scores_gemma":[0.000762299,0.0013979574,0.0020486894,0.00020397473,0.000067618734,0.000014664474,0.00008375354,0.00017694011,0.9788418,0.0014732967,0.014439329,0.00048970024],"about_ca_topic_score_codex":0.0003744821,"about_ca_topic_score_gemma":0.00016032558,"teacher_disagreement_score":0.030782294,"about_ca_system_score_codex":0.0002358058,"about_ca_system_score_gemma":0.00023771606,"threshold_uncertainty_score":0.9998739},"labels":[],"label_agreement":null},{"id":"W2031577857","doi":"10.1016/j.ultramic.2012.01.016","title":"Limitations on accurate shape determination using amplitude modulation atomic force microscopy","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Cantilever; Amplitude; SIGNAL (programming language); Non-contact atomic force microscopy; Oscillation (cell signaling); Modulation (music); Amplitude modulation; Enhanced Data Rates for GSM Evolution; Atomic force microscopy; Optics; Frequency modulation; Limit (mathematics); Atomic force acoustic microscopy; Magnetic force microscope; Feedback loop; Physics; Microscopy; Acoustics; Materials science; Chemistry; Computer science; Nanotechnology; Kelvin probe force microscope; Mathematics; Mathematical analysis; Computer vision; Radio frequency","score_opus":0.04866794502626876,"score_gpt":0.33819976516930894,"score_spread":0.2895318201430402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031577857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77323407,0.000023787748,0.22396988,0.000053978973,0.00017578411,0.0005200375,0.000116625444,0.00013403526,0.0017717881],"genre_scores_gemma":[0.9500629,0.000007061931,0.048654232,0.00018060996,0.0002945957,0.00010846877,0.00029944803,0.000062363775,0.00033036162],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984353,0.00004431095,0.00040617381,0.00036298443,0.00015410948,0.0005971167],"domain_scores_gemma":[0.99895436,0.00011721977,0.00025011715,0.00043362746,0.00009642089,0.00014823336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017282068,0.00031047495,0.00022650138,0.00014041146,0.00046776992,0.0001647355,0.00023567207,0.00010230158,0.00020922515],"category_scores_gemma":[0.000010420645,0.00032489767,0.00014462075,0.00030397405,0.000095471376,0.00051644293,0.000041175746,0.00022773034,0.00019013086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017092882,0.00023796299,0.009225903,0.000009793088,0.000019331655,8.0570075e-8,0.00041082624,0.00024260438,0.96479535,0.017932594,0.00021386628,0.0068945787],"study_design_scores_gemma":[0.00058206165,0.00008337127,0.009546267,0.00008479687,0.00007312188,0.0000041586013,0.00019413997,0.035416916,0.9437728,0.005099854,0.004473069,0.0006694575],"about_ca_topic_score_codex":0.00009438444,"about_ca_topic_score_gemma":0.0000014590667,"teacher_disagreement_score":0.17682877,"about_ca_system_score_codex":0.00014379703,"about_ca_system_score_gemma":0.00005073073,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2032830791","doi":"10.1016/s0304-3991(01)00155-3","title":"Improved background-fitting algorithms for ionization edges in electron energy-loss spectra","year":2002,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ionization; Calculator; Enhanced Data Rates for GSM Evolution; Algorithm; Spectral line; Energy (signal processing); Electron; Computational physics; Computer science; Ionization energy; Spectrum (functional analysis); Physics; Atomic physics; Ion; Artificial intelligence; Nuclear physics; Quantum mechanics","score_opus":0.01707332223917223,"score_gpt":0.2812545451449875,"score_spread":0.26418122290581525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032830791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7627129,0.0013752047,0.23137097,0.0006378389,0.00057124137,0.00090125296,0.000045993518,0.00082816713,0.0015564462],"genre_scores_gemma":[0.92334735,0.00077015505,0.07325832,0.0004899362,0.00041894795,0.00021482604,0.00007913166,0.000097369775,0.0013239521],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975605,0.000074668606,0.000502758,0.00067658094,0.00019219039,0.0009933078],"domain_scores_gemma":[0.9991219,0.00014395753,0.00018850272,0.00035748485,0.0000972693,0.00009085461],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040574375,0.00032930623,0.00036291557,0.00018971991,0.00023224595,0.0002583854,0.0003973179,0.00019884182,0.00036979638],"category_scores_gemma":[0.0000634938,0.00033266653,0.000100385216,0.00041362998,0.00009515612,0.0003845284,0.000029969937,0.00021303314,0.00004370724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043065236,0.00016920675,0.00021234846,0.000025869276,0.0000050633303,0.0000023398268,0.00016629657,0.000009086753,0.9920663,0.0052826,0.00083346356,0.0011843225],"study_design_scores_gemma":[0.00060546317,0.00049915386,0.00005335072,0.000040316798,0.000010431189,0.000014395506,0.000046342713,0.0052374895,0.9880027,0.0022465829,0.0028639655,0.00037977513],"about_ca_topic_score_codex":0.00031115205,"about_ca_topic_score_gemma":0.0001350704,"teacher_disagreement_score":0.16063447,"about_ca_system_score_codex":0.00034864285,"about_ca_system_score_gemma":0.000050341634,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W2033015755","doi":"10.1016/j.ultramic.2005.05.002","title":"Energy-filtered electron-diffracted beam holography","year":2005,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Electron holography; Holography; Electron diffraction; Electron; Optics; Diffraction; Cathode ray; Physics; Energy (signal processing); Beam (structure); Reflection high-energy electron diffraction; Materials science; Nuclear physics","score_opus":0.006155599646546905,"score_gpt":0.26024968485768185,"score_spread":0.25409408521113497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033015755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824755,0.00061148254,0.00912323,0.00054298074,0.0002298959,0.00022591437,0.00003675114,0.0013506933,0.0054035108],"genre_scores_gemma":[0.9716025,0.00029118787,0.024328263,0.0022423835,0.0003339238,0.000066388384,0.0000593059,0.00006599451,0.0010100474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974198,0.00008736962,0.000435237,0.0006807106,0.00029682976,0.001080098],"domain_scores_gemma":[0.99887466,0.000066439425,0.00017594387,0.00062424055,0.00008588073,0.0001728336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026907175,0.00038232488,0.0003828834,0.00023201517,0.00024373019,0.00020417574,0.00063454354,0.00021820182,0.0008937706],"category_scores_gemma":[0.000023470435,0.0003579513,0.00016911146,0.00043945725,0.00023538388,0.00037685086,0.000051151474,0.0003148822,0.0002944445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007263038,0.00021006475,0.0003245049,0.0000058830306,0.000011715791,0.0000036053452,0.00006740704,0.0000025182271,0.9894678,0.002678545,0.0063812267,0.0007740721],"study_design_scores_gemma":[0.00037384735,0.00036962176,0.0004737252,0.00001699254,0.000018988036,0.000025784146,0.000010235032,0.00002364745,0.95118994,0.0012102714,0.045889467,0.00039749648],"about_ca_topic_score_codex":0.00009880355,"about_ca_topic_score_gemma":0.00007154277,"teacher_disagreement_score":0.03950824,"about_ca_system_score_codex":0.00014876598,"about_ca_system_score_gemma":0.000088730296,"threshold_uncertainty_score":0.9998872},"labels":[],"label_agreement":null},{"id":"W2033237319","doi":"10.1016/s0304-3991(03)00086-x","title":"Rattling modes and the intrinsic vibrational spectrum of beetle-type scanning tunneling microscopes","year":2003,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scanning tunneling microscope; Materials science; Coupling (piping); Range (aeronautics); Molecular vibration; Vibration; Molecular physics; Physics; Condensed matter physics; Chemistry; Nanotechnology; Optics; Acoustics; Composite material; Raman spectroscopy","score_opus":0.006787910454844878,"score_gpt":0.2519786689522045,"score_spread":0.2451907584973596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033237319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8903277,0.00049051095,0.10352681,0.0002630235,0.00007847852,0.0004652964,0.000045257748,0.00005262115,0.004750322],"genre_scores_gemma":[0.96704316,0.00003791292,0.032559216,0.00008456988,0.00007284338,0.000026385651,0.000026935044,0.000024906089,0.0001240473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999013,0.000050020604,0.00033128358,0.00025987622,0.00009352959,0.00025227384],"domain_scores_gemma":[0.999348,0.00013376592,0.0001579265,0.0002473571,0.00006655186,0.000046435838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025964712,0.00017967119,0.0002474519,0.0000524921,0.00032331623,0.00010869086,0.00016792638,0.000043068874,0.0001316389],"category_scores_gemma":[0.00001566409,0.00013989686,0.00007723815,0.00023806773,0.00039170356,0.000107806496,0.000036916892,0.00018942883,0.000008143981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034113877,0.000042232245,0.004850257,0.000013530906,0.00003257126,8.834561e-8,0.00026747125,0.00028556367,0.7017369,0.29227266,0.00015447417,0.00031009736],"study_design_scores_gemma":[0.00073153357,0.000030507184,0.00020810401,0.000055401724,0.000031972468,0.000003042247,0.00063454284,0.00059682113,0.9804751,0.01566854,0.0013885023,0.00017588842],"about_ca_topic_score_codex":0.00021655383,"about_ca_topic_score_gemma":0.0000026241846,"teacher_disagreement_score":0.2787382,"about_ca_system_score_codex":0.000014874979,"about_ca_system_score_gemma":0.000077840494,"threshold_uncertainty_score":0.57048285},"labels":[],"label_agreement":null},{"id":"W2033469127","doi":"10.1016/j.ultramic.2007.02.036","title":"Adhesive interaction measured between AFM probe and lung epithelial type II cells","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Adhesion; Adhesive; Atomic force microscopy; Nanoparticle; Biophysics; Cell adhesion; Nanotechnology; Chemistry; Lung; Cell; Alveolar Wall; Contact angle; Materials science; Composite material; Layer (electronics)","score_opus":0.01001729798931246,"score_gpt":0.2951130780051242,"score_spread":0.28509578001581176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033469127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91555166,0.00004723792,0.07962409,0.000088780675,0.00017847108,0.00055429596,0.00012506169,0.00011527593,0.0037151237],"genre_scores_gemma":[0.98747754,0.00000726065,0.011338718,0.00004880983,0.00031575185,0.000018124834,0.00009237121,0.00002999216,0.0006714352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990211,0.000015282665,0.00026083415,0.00029799994,0.000092712406,0.00031203544],"domain_scores_gemma":[0.9994145,0.000051916824,0.00012441783,0.00021885984,0.000092781884,0.00009750958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019333989,0.0001843231,0.00018652974,0.00006225016,0.00028472967,0.000065925524,0.00013211023,0.00007498106,0.0001621539],"category_scores_gemma":[0.000003377134,0.00018018369,0.00005969831,0.00017135523,0.00008570032,0.00012326962,0.000051432362,0.00021616807,0.000039192284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002415896,0.000058011614,0.0089934,0.000010432641,0.000032382457,2.5706657e-7,0.0003241295,0.0000012412464,0.98403275,0.0012791863,0.0011332978,0.0041107577],"study_design_scores_gemma":[0.00022533504,0.000090346235,0.0016833295,0.00003428665,0.000043055792,8.8081697e-7,0.00017401857,0.00001759905,0.9792029,0.0007530414,0.017575981,0.00019919321],"about_ca_topic_score_codex":0.00018310352,"about_ca_topic_score_gemma":0.0000042362767,"teacher_disagreement_score":0.07192587,"about_ca_system_score_codex":0.000043785923,"about_ca_system_score_gemma":0.000032554402,"threshold_uncertainty_score":0.7347678},"labels":[],"label_agreement":null},{"id":"W2033625290","doi":"10.1016/j.ultramic.2006.05.001","title":"Bright-field TEM imaging of single molecules: Dream or near future?","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Brightness; Electron; Optics; Molecule; Scanning transmission electron microscopy; Radiation; Transmission electron microscopy; Radiation damage; Chemistry; Materials science; Physics","score_opus":0.0035489597573394424,"score_gpt":0.2739647868160387,"score_spread":0.27041582705869927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033625290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8044698,0.0011186178,0.19111171,0.00034320395,0.00009183892,0.00035674748,0.00006199901,0.00008564481,0.0023603828],"genre_scores_gemma":[0.9262746,0.00016407778,0.071508564,0.00047925432,0.00027843943,0.000031838925,0.00019042357,0.00004753405,0.0010252636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897337,0.000015862157,0.00027202512,0.00035056603,0.00007941975,0.00030877898],"domain_scores_gemma":[0.9993324,0.0000127075855,0.0001262954,0.00041007396,0.00007723411,0.000041289833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049886465,0.00018124214,0.00016043766,0.00002938469,0.00011417465,0.000035637324,0.00023043204,0.00011497749,0.00003130415],"category_scores_gemma":[0.000012594807,0.00016189515,0.00009002852,0.00014348011,0.00012129528,0.000006036107,0.00004299179,0.00009518645,0.000006134396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006485923,0.0001339264,0.0008431073,0.000014548088,0.0000078628245,0.0000013359142,0.000009462141,0.000022270435,0.9901103,0.00037632225,0.0066483775,0.0017676618],"study_design_scores_gemma":[0.00021759047,0.00016328559,0.00022196317,0.000014296607,0.0000106044345,0.000022281622,0.000028207227,0.000017427412,0.89203763,0.0002692614,0.1068202,0.00017724029],"about_ca_topic_score_codex":0.000092746064,"about_ca_topic_score_gemma":0.000029564664,"teacher_disagreement_score":0.12180476,"about_ca_system_score_codex":0.000020275862,"about_ca_system_score_gemma":0.00006772574,"threshold_uncertainty_score":0.6601893},"labels":[],"label_agreement":null},{"id":"W2034000689","doi":"10.1016/j.ultramic.2011.11.008","title":"TEM-EELS: A personal perspective","year":2011,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anecdote; Perspective (graphical); Instrumentation (computer programming); Electron energy loss spectroscopy; Transmission electron microscopy; Nanotechnology; Materials science; Computer science; Art; Literature; Artificial intelligence","score_opus":0.01898384929990333,"score_gpt":0.284168309645254,"score_spread":0.2651844603453507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034000689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230732,0.00043995498,0.004145434,0.00018705678,0.0003409725,0.00035072872,0.00003899673,0.00088615244,0.07053755],"genre_scores_gemma":[0.9657003,0.00005677636,0.032113582,0.00057265325,0.00012174705,0.00004326061,0.0000040261384,0.0000416793,0.0013459591],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983231,0.000067499255,0.00022673473,0.00053300994,0.00023050826,0.00061915745],"domain_scores_gemma":[0.9993113,0.00003174097,0.00009634323,0.0003073019,0.00012728562,0.0001259887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002685674,0.00025134237,0.0002519887,0.00009916579,0.00019427897,0.00008735911,0.00039834267,0.00012062666,0.003683417],"category_scores_gemma":[0.000047591933,0.00022522309,0.000108486696,0.00018865333,0.00028197098,0.0002569075,0.000043977663,0.00024013045,0.0007761886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079590456,0.00015114191,0.00060812687,0.0000075014123,0.000008378375,0.0000103965185,0.004619027,2.7901262e-8,0.975577,0.01723877,0.0016321115,0.000067925124],"study_design_scores_gemma":[0.00022406981,0.00039938098,0.0008086578,0.000022348748,0.000015855807,0.000032482567,0.0010613065,0.000009543949,0.9899584,0.0056454474,0.0015374197,0.0002850761],"about_ca_topic_score_codex":0.00068443554,"about_ca_topic_score_gemma":0.000050477593,"teacher_disagreement_score":0.0691916,"about_ca_system_score_codex":0.00022231469,"about_ca_system_score_gemma":0.000116896634,"threshold_uncertainty_score":0.9976593},"labels":[],"label_agreement":null},{"id":"W2034172429","doi":"10.1016/j.ultramic.2012.01.014","title":"Optimization of Q-factor of AFM cantilevers using genetic algorithms","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Science and Technology Council","keywords":"Cantilever; Q factor; Resolution (logic); Finite element method; Work (physics); Optimal design; Genetic algorithm; Materials science; Stress (linguistics); Structural engineering; Acoustics; Computer science; Physics; Mechanical engineering; Optoelectronics; Engineering; Mathematics; Composite material; Mathematical optimization; Resonator","score_opus":0.014671875457732676,"score_gpt":0.2923741695445198,"score_spread":0.2777022940867871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034172429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55670154,0.000041999167,0.4424622,0.000003334024,0.000057096026,0.00015236351,0.00017965339,0.000014401705,0.00038737536],"genre_scores_gemma":[0.74580914,0.0000047786752,0.2540385,0.000005825042,0.00005352344,0.000005966444,0.000027858547,0.000015818752,0.000038576676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931437,0.00001261171,0.00026579775,0.00011288842,0.00007835128,0.00021599929],"domain_scores_gemma":[0.9994539,0.000016963691,0.0001978253,0.00021120573,0.00006643506,0.000053663516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004110307,0.00011178983,0.00017335979,0.000050580926,0.000048996448,0.00000864621,0.000120821336,0.00004156099,0.00039167987],"category_scores_gemma":[0.0000015807918,0.000112578404,0.000075500284,0.00016367456,0.00009331654,0.00009208666,0.000021853279,0.000057610494,0.000002879914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041429566,0.00014536452,0.050913855,0.000021402659,0.000025433888,1.840139e-8,0.00025525186,0.003614997,0.9429836,0.0009949467,0.000069593545,0.0009713653],"study_design_scores_gemma":[0.00015017837,0.000022103655,0.0019771156,0.000028064544,0.000029660976,6.1584916e-7,0.000113032045,0.0040036933,0.99317837,0.000061377585,0.00031289074,0.00012290153],"about_ca_topic_score_codex":0.0006579053,"about_ca_topic_score_gemma":2.6600642e-7,"teacher_disagreement_score":0.18910755,"about_ca_system_score_codex":0.000019327312,"about_ca_system_score_gemma":0.000040155253,"threshold_uncertainty_score":0.4590814},"labels":[],"label_agreement":null},{"id":"W2034841625","doi":"10.1016/j.ultramic.2013.02.014","title":"Spatial decomposition of molecular ions within 3D atom probe reconstructions","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Australian Research Council; Australian Centre for Microscopy and Microanalysis, University of Sydney","keywords":"Ion; Atom probe; Gaussian; Delaunay triangulation; Atom (system on chip); Decomposition; Atomic physics; Chemistry; Materials science; Molecular physics; Physics; Algorithm; Computational chemistry; Computer science; Crystallography","score_opus":0.003643507754721458,"score_gpt":0.22653863514506103,"score_spread":0.22289512739033956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034841625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5489572,0.000009713533,0.44995955,0.000013538806,0.00023316969,0.00024889834,0.000035340105,0.0003543919,0.0001881705],"genre_scores_gemma":[0.76346374,0.000023241579,0.2362731,0.000026983163,0.000024145196,0.00007285359,0.000072426774,0.000032625085,0.00001086827],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993393,0.000017072945,0.00031298675,0.00012538364,0.00006503824,0.00014021175],"domain_scores_gemma":[0.99960923,0.000012767503,0.00007714207,0.00018638597,0.00007228905,0.000042186184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029879826,0.00012562577,0.00015604502,0.00008246016,0.0000382069,0.000034258686,0.00008772569,0.00008160828,0.00023484667],"category_scores_gemma":[0.000008568934,0.00013798011,0.000030711515,0.00010589719,0.0000620936,0.00024023245,0.000011998821,0.000079663274,0.000041808376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002120918,0.0000143233665,0.00014836302,0.000043335785,0.0000105886675,3.6756856e-7,0.00007777848,0.00068035355,0.99764067,0.00034033813,0.00004636954,0.000995371],"study_design_scores_gemma":[0.00010569566,0.000023092716,0.00064254185,0.00004882534,0.000008208431,0.000012776804,0.000012529372,0.0009891464,0.99645466,0.0014076135,0.00016025532,0.00013467394],"about_ca_topic_score_codex":0.0000446597,"about_ca_topic_score_gemma":0.0000028685536,"teacher_disagreement_score":0.21450652,"about_ca_system_score_codex":0.00004002945,"about_ca_system_score_gemma":0.000011988069,"threshold_uncertainty_score":0.5626666},"labels":[],"label_agreement":null},{"id":"W2037117868","doi":"10.1016/j.ultramic.2013.06.006","title":"Nature of the interfaces between the constituent phases in the high entropy alloy CoCrCuFeNiAl","year":2013,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Egg Farmers of Canada; Ohio State University","keywords":"Scanning transmission electron microscopy; Alloy; Materials science; Transmission electron microscopy; Phase (matter); Crystallography; Microstructure; Electron energy loss spectroscopy; Direct imaging; Lattice (music); Dark field microscopy; Phase transition; Condensed matter physics; Chemical physics; Microscopy; Chemistry; Optics; Nanotechnology","score_opus":0.004653137308672568,"score_gpt":0.2190455955182513,"score_spread":0.21439245820957875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037117868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525356,0.00078714616,0.00010161558,0.0018405687,0.0007499889,0.00068107445,0.000067833025,0.000068337846,0.00044985604],"genre_scores_gemma":[0.99911684,0.00015234336,0.00019076913,0.00025961245,0.00015294328,0.000058068385,0.0000066127664,0.00002110114,0.000041725165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880445,0.00010145785,0.00032951654,0.00016258238,0.0002583292,0.00034365276],"domain_scores_gemma":[0.99894804,0.00047293832,0.00006902861,0.00043857744,0.000047441834,0.000023980072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542894,0.00022549328,0.00026002713,0.000037378137,0.00014140744,0.00007647932,0.0008356072,0.00011895431,0.00009972181],"category_scores_gemma":[0.00009368517,0.00010479171,0.00008558411,0.00024453766,0.00046769407,0.00009749852,0.00007270093,0.0006274898,0.000044342116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018698514,0.00010584944,0.061181184,0.00008533949,0.00031811988,0.0000033413496,0.004791534,0.0026221618,0.89583457,0.0038798335,0.030802807,0.00035659186],"study_design_scores_gemma":[0.0011261669,0.00008109454,0.09643087,0.00016799878,0.000109440574,0.000010418925,0.0014583543,0.00027119592,0.8816606,0.00075722474,0.017562704,0.00036392594],"about_ca_topic_score_codex":0.00029583712,"about_ca_topic_score_gemma":0.0000937831,"teacher_disagreement_score":0.035249684,"about_ca_system_score_codex":0.000055730983,"about_ca_system_score_gemma":0.000019419987,"threshold_uncertainty_score":0.4273282},"labels":[],"label_agreement":null},{"id":"W2041707111","doi":"10.1016/j.ultramic.2006.02.007","title":"Effect of cholesterol on the physical properties of pulmonary surfactant films: Atomic force measurements study","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Pulmonary surfactant; Rigidity (electromagnetism); Surface tension; Atomic force microscopy; Chemistry; Cholesterol; Materials science; Composite material; Nanotechnology; Thermodynamics; Physics; Biochemistry","score_opus":0.020759833386467755,"score_gpt":0.2749960605351313,"score_spread":0.25423622714866356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041707111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978077,0.000068450936,0.0000032580278,0.000040688996,0.00007777927,0.0011730784,0.0000083456425,0.000023875771,0.0007968524],"genre_scores_gemma":[0.9995212,0.000001680868,0.000005160901,0.00009621999,0.000047028978,0.000019982768,0.0000044925496,0.000020256493,0.00028398618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875414,0.00021179869,0.0002992908,0.00018099004,0.00039707797,0.00015670221],"domain_scores_gemma":[0.9993325,0.00008896723,0.00014087495,0.0003102612,0.000099524514,0.000027869604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003926777,0.00016409975,0.00034949157,0.000057282214,0.00006327748,0.000008375371,0.00010481693,0.000046017045,0.000015506339],"category_scores_gemma":[0.00004373483,0.00008602824,0.00011919278,0.00011396335,0.00014420632,0.000038675407,0.000015647069,0.0001481523,0.000021576401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007716171,0.0009895324,0.053853747,0.00016755579,0.00005381232,0.000003128817,0.000355233,0.00005801765,0.94341946,0.0000040321856,0.00007411433,0.0002497514],"study_design_scores_gemma":[0.001331667,0.0012770506,0.021527527,0.00023541143,0.000095753894,0.000004069558,0.00013467409,0.00035264494,0.97495306,0.0000014939225,0.000013104591,0.00007355306],"about_ca_topic_score_codex":0.000059361853,"about_ca_topic_score_gemma":0.0000016177082,"teacher_disagreement_score":0.03232622,"about_ca_system_score_codex":0.000032739616,"about_ca_system_score_gemma":0.00004116436,"threshold_uncertainty_score":0.35081297},"labels":[],"label_agreement":null},{"id":"W2042287263","doi":"10.1016/j.ultramic.2009.11.003","title":"Basic questions related to electron-induced sputtering in the TEM","year":2009,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":271,"is_retracted":false,"has_abstract":false,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sputtering; Sublimation (psychology); Atomic physics; Electron; Materials science; Scattering; Optics; Physics; Thin film; Nuclear physics; Nanotechnology","score_opus":0.008829046068721298,"score_gpt":0.29776794191318956,"score_spread":0.28893889584446825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042287263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99105465,0.00007366351,0.000714848,0.0038510314,0.00013404877,0.00055009057,0.000004571404,0.00040980557,0.0032072614],"genre_scores_gemma":[0.9920186,0.00002506151,0.004687388,0.002984587,0.000047627425,0.000043394844,0.0000061106593,0.000020392028,0.00016688765],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981096,0.00014968586,0.00035877738,0.00043690653,0.00022895605,0.00071606925],"domain_scores_gemma":[0.99925554,0.00006561883,0.00006889244,0.0004983189,0.000033800257,0.00007783223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067158585,0.00022813634,0.00022950466,0.00016674303,0.00018615113,0.00019650294,0.0006080944,0.00011578511,0.00009109887],"category_scores_gemma":[0.00006595978,0.0001787365,0.000058780617,0.00062942796,0.00003850968,0.00018528177,0.000019374414,0.0003914756,0.00025232084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023255561,0.000095231444,0.00017501645,0.0000028094491,0.0000014016819,0.000008752867,0.0006459153,0.0000083843925,0.99230444,0.005734443,0.0006200255,0.0003803379],"study_design_scores_gemma":[0.00017759044,0.0006312012,0.00557,0.00005143962,0.0000063502575,0.00003204897,0.000053387383,0.000012743577,0.9881665,0.0037318177,0.0013452161,0.00022166791],"about_ca_topic_score_codex":0.0001303571,"about_ca_topic_score_gemma":0.0000893485,"teacher_disagreement_score":0.0053949836,"about_ca_system_score_codex":0.00018161838,"about_ca_system_score_gemma":0.000071445764,"threshold_uncertainty_score":0.7288663},"labels":[],"label_agreement":null},{"id":"W2044461179","doi":"10.1016/j.ultramic.2010.03.008","title":"Elemental mapping at the atomic scale using low accelerating voltages","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Acceleration voltage; Atomic units; Field emission gun; Elemental analysis; Materials science; Scanning transmission electron microscopy; Spectrometer; Atomic number; Energy (signal processing); Solid angle; Optics; Atomic physics; Scanning electron microscope; Electron; Physics; Cathode ray; Chemistry; Nuclear physics; Detector","score_opus":0.008497895501562406,"score_gpt":0.31101449584177676,"score_spread":0.3025166003402144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044461179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787794,0.00017669065,0.020181296,0.0001051336,0.00009863225,0.00031193584,0.00004261201,0.000041068506,0.00026324624],"genre_scores_gemma":[0.96375346,0.0000849676,0.034526017,0.00044361225,0.00025944872,0.0000282775,0.00014463508,0.000039077095,0.00072050426],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990033,0.000015902733,0.00019927367,0.00035549793,0.000072810115,0.00035322292],"domain_scores_gemma":[0.99936247,0.000011068367,0.000102911064,0.0004332588,0.000040072766,0.000050206658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200369,0.00017041211,0.00010140684,0.000020742522,0.0005257068,0.00006185722,0.0002765007,0.00012065054,0.00007412469],"category_scores_gemma":[0.00001307459,0.00014171039,0.00009698934,0.00009669397,0.00017935138,0.0000066831294,0.00010785366,0.0002331506,0.000016092212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000880287,0.000018089402,0.003946244,0.000005432298,0.000010308476,1.9235188e-7,0.000029713894,0.000024342537,0.9944445,0.000047066787,0.0006790491,0.00078628614],"study_design_scores_gemma":[0.00014883588,0.000024645067,0.0002945713,0.000007625496,0.000007727793,0.000032561245,0.000062487365,0.00017133783,0.96527284,0.00006641221,0.033737797,0.00017314374],"about_ca_topic_score_codex":0.000028354754,"about_ca_topic_score_gemma":0.00011998883,"teacher_disagreement_score":0.033058748,"about_ca_system_score_codex":0.00003549786,"about_ca_system_score_gemma":0.000045808723,"threshold_uncertainty_score":0.57787824},"labels":[],"label_agreement":null},{"id":"W2044798455","doi":"10.1016/j.ultramic.2013.10.019","title":"Choice of operating voltage for a transmission electron microscope","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":145,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acceleration voltage; Optics; Materials science; Scanning transmission electron microscopy; Dark field microscopy; Voltage; Transmission electron microscopy; Cathode ray; Optoelectronics; Microscopy; Electron; Physics","score_opus":0.006350209522622164,"score_gpt":0.32820583651299107,"score_spread":0.3218556269903689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044798455","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":[0.38658148,0.00028729657,0.6124044,0.000054075226,0.0000207832,0.00040117517,0.000030144694,0.000026355778,0.00019425729],"genre_scores_gemma":[0.88307774,0.00018735902,0.11499012,0.0003495125,0.0001462697,0.00014133801,0.0002784314,0.000055049477,0.0007741743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892086,0.000020471089,0.0002765385,0.00038183611,0.00005926607,0.00034101107],"domain_scores_gemma":[0.9993662,0.000033196182,0.00011505938,0.00032682935,0.00009934011,0.000059363487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015135968,0.00017779,0.00019048898,0.000032158678,0.0001420836,0.00001976037,0.00023355993,0.00014119029,0.0000071072423],"category_scores_gemma":[0.000059562626,0.00017495757,0.00010777548,0.00009516008,0.00007902304,0.000005452013,0.00002168654,0.000093081464,0.0000017232993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000406067,0.00006110389,0.00020606318,0.000042933705,0.000010450338,1.4613538e-8,0.000018381019,0.000039461705,0.9944279,0.00036761074,0.0009809046,0.0038045782],"study_design_scores_gemma":[0.00040299137,0.00052927854,0.000062824554,0.000020689415,0.000011626337,0.000001912475,0.0000061989676,0.0001200866,0.80894524,0.00018225201,0.18956095,0.00015594182],"about_ca_topic_score_codex":0.000016870192,"about_ca_topic_score_gemma":0.0000064682595,"teacher_disagreement_score":0.4974143,"about_ca_system_score_codex":0.000015199712,"about_ca_system_score_gemma":0.0000499542,"threshold_uncertainty_score":0.7134563},"labels":[],"label_agreement":null},{"id":"W2054738494","doi":"10.1016/j.ultramic.2014.03.001","title":"Phase measurement error in summation of electron holography series","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"National Institutes of Natural Sciences","keywords":"Holography; Phase (matter); Electron holography; Optics; Series (stratigraphy); Wavefront; Physics; Mean squared error; Mathematics","score_opus":0.00941812440542826,"score_gpt":0.3281293448481898,"score_spread":0.3187112204427615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054738494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918774,0.00026318835,0.080263555,0.00009503543,0.000019892805,0.0002448137,0.000013070496,0.00002178289,0.0003046477],"genre_scores_gemma":[0.9889509,0.00019285316,0.010525244,0.00008186862,0.000028956048,0.0000567337,0.000103051876,0.00001603328,0.00004437285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920344,0.000035544683,0.00022193661,0.0002364711,0.00008544375,0.00021717715],"domain_scores_gemma":[0.99953187,0.0000036646722,0.00009635355,0.0002612868,0.0000796768,0.00002715417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021144492,0.00011570344,0.0001330723,0.00006205249,0.000037435,0.0000074478517,0.00013019613,0.0000899838,0.0000030186925],"category_scores_gemma":[0.000029717397,0.00011921243,0.000052689804,0.00015424383,0.00008603542,0.000005794875,0.000015864667,0.000076479955,0.000001561679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008626622,0.00020742211,0.00046632552,0.000013241363,0.0000065114605,5.0006946e-8,0.000015091978,0.000028062726,0.9971619,0.00064124336,0.0002682786,0.0011056027],"study_design_scores_gemma":[0.00063292193,0.0008358004,0.00028514,0.000013123101,0.0000053041326,0.0000025146603,0.000011833121,0.000013822531,0.9746413,0.0006448907,0.022798363,0.0001149744],"about_ca_topic_score_codex":0.000012424253,"about_ca_topic_score_gemma":0.000055879427,"teacher_disagreement_score":0.07017687,"about_ca_system_score_codex":0.000020521162,"about_ca_system_score_gemma":0.00002956604,"threshold_uncertainty_score":0.48613417},"labels":[],"label_agreement":null},{"id":"W2055829018","doi":"10.1016/j.ultramic.2012.02.004","title":"Convenient contrast enhancement by a hole-free phase plate","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology","funders":"","keywords":"Zernike polynomials; Optics; Phase (matter); Materials science; Cathode ray; Irradiation; SIGNAL (programming language); Zone plate; Electron; Beam (structure); Physics; Computer science","score_opus":0.006041191049583776,"score_gpt":0.32073440204188663,"score_spread":0.31469321099230285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055829018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6553394,0.0029000666,0.33957523,0.00018887084,0.000095608426,0.0005067424,0.00042698445,0.000059768096,0.0009073321],"genre_scores_gemma":[0.9815753,0.0008610754,0.013849234,0.00096059724,0.00017262202,0.00018197305,0.0008806837,0.000041665488,0.0014768204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987923,0.000019741803,0.00022531701,0.00031171282,0.00008973216,0.0005611823],"domain_scores_gemma":[0.99915576,0.000009435777,0.00009884037,0.00052853394,0.00005377397,0.0001536833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010558129,0.0002062824,0.00014823183,0.000020216045,0.00012730494,0.000025250842,0.0002788233,0.000119958204,0.00006424508],"category_scores_gemma":[0.00002716682,0.00020718129,0.00006035721,0.0000894812,0.00011830627,0.0000086889995,0.000070190115,0.00011349094,0.000038656675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000678645,0.00041573762,0.00013940108,0.0000090832955,0.000021939279,1.550765e-7,0.000028487513,0.0000010335498,0.95716953,0.00020571798,0.04108549,0.0008555603],"study_design_scores_gemma":[0.0008432197,0.00022793868,0.0000062384115,0.000005979746,0.000010333503,0.000005115404,0.000017171613,0.0000027687963,0.6762736,0.000035343735,0.32240507,0.00016726567],"about_ca_topic_score_codex":0.000010463305,"about_ca_topic_score_gemma":0.0000027477154,"teacher_disagreement_score":0.32623592,"about_ca_system_score_codex":0.00003624962,"about_ca_system_score_gemma":0.00004125397,"threshold_uncertainty_score":0.8448608},"labels":[],"label_agreement":null},{"id":"W2056222593","doi":"10.1016/j.ultramic.2014.09.005","title":"Dark-field imaging based on post-processed electron backscatter diffraction patterns of bulk crystalline materials in a scanning electron microscope","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"École de technologie supérieure; McGill University","keywords":"Electron backscatter diffraction; Diffraction; Optics; Materials science; Scanning electron microscope; Pixel; Electron diffraction; Electron; Field emission gun; Reflection high-energy electron diffraction; Physics","score_opus":0.003282893552031893,"score_gpt":0.26253114579085685,"score_spread":0.25924825223882497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056222593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8477101,0.00001534733,0.15079881,0.00046616836,0.000092326285,0.00035760237,0.000060545794,0.000108472996,0.00039064794],"genre_scores_gemma":[0.9919766,0.0000032935402,0.0064970627,0.000924828,0.0001525088,0.00005781328,0.00025479583,0.000081685896,0.00005141791],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979501,0.00010526289,0.00054921414,0.0005479644,0.00020113455,0.0006463333],"domain_scores_gemma":[0.9987798,0.00019366587,0.00036323274,0.00046738965,0.00013319975,0.0000627327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030757065,0.00037596643,0.00045341902,0.00025923605,0.00008985851,0.00012460399,0.0003171281,0.00006732814,0.00016071305],"category_scores_gemma":[0.000044032564,0.0003874917,0.00008762951,0.00019955474,0.00004976939,0.00035184663,0.000035138837,0.00038358915,0.000011145177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022097006,0.00021450754,0.03887877,0.00007542487,0.000010299983,7.9964684e-7,0.0000904957,0.00023823263,0.9589365,0.00008259585,0.00010283539,0.0011485381],"study_design_scores_gemma":[0.00090828206,0.00027670356,0.0048551974,0.0004229898,0.000019155435,9.977108e-7,0.000052818534,0.0006717904,0.99132985,0.00086738623,0.0002378649,0.00035694527],"about_ca_topic_score_codex":0.0007610327,"about_ca_topic_score_gemma":0.000010811528,"teacher_disagreement_score":0.14430174,"about_ca_system_score_codex":0.00010807446,"about_ca_system_score_gemma":0.00007661693,"threshold_uncertainty_score":0.9998577},"labels":[],"label_agreement":null},{"id":"W2062697107","doi":"10.1016/j.ultramic.2012.08.014","title":"Full tip imaging in atom probe tomography","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Atom probe; Substrate (aquarium); Materials science; Atom (system on chip); Epitaxy; Tomography; Field (mathematics); Shell (structure); Field ion microscope; Field desorption; Optics; Molecular physics; Ion; Chemistry; Physics; Nanotechnology; Ionization; Geology; Composite material","score_opus":0.004548757113060488,"score_gpt":0.22677490770208691,"score_spread":0.22222615058902642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062697107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8542215,0.0003073725,0.14266424,0.000018965935,0.00054726243,0.0002615483,0.000023571489,0.0011616305,0.00079389603],"genre_scores_gemma":[0.96245575,0.000075608914,0.037139554,0.00008009195,0.0000972794,0.000046980505,0.000035081976,0.000054457443,0.000015182795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992239,0.0000137284815,0.00021571876,0.00011356681,0.000063923486,0.00036919262],"domain_scores_gemma":[0.9997131,0.000014539459,0.000028832115,0.00017052045,0.000014349715,0.000058632726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095664676,0.00014850983,0.00013855135,0.00015076775,0.000022029173,0.000035829755,0.0001047146,0.000051740295,0.0000687333],"category_scores_gemma":[0.0000067675037,0.00016215198,0.000027186488,0.00020580982,0.00003057078,0.00046686234,0.000015997774,0.00009434929,0.000047215934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006095511,0.000020569063,0.02076905,0.000041898616,0.0000020654613,9.573223e-7,0.00022404357,0.000023904515,0.9777388,0.0002452457,0.00009994285,0.00082741305],"study_design_scores_gemma":[0.00013393935,0.000007191209,0.010691727,0.000043469416,0.0000025770019,0.000008416008,0.000019912415,0.000085576576,0.97902167,0.0002663055,0.009511394,0.00020784246],"about_ca_topic_score_codex":0.0000043317723,"about_ca_topic_score_gemma":0.0000012032613,"teacher_disagreement_score":0.10823425,"about_ca_system_score_codex":0.00005326645,"about_ca_system_score_gemma":0.000003905609,"threshold_uncertainty_score":0.6612366},"labels":[],"label_agreement":null},{"id":"W2063043873","doi":"10.1016/s0304-3991(02)00084-0","title":"Developments for inverted atomic force microscopy","year":2002,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","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":"University of Alberta","funders":"","keywords":"Cantilever; Atomic force microscopy; Mica; Nanotechnology; Highly oriented pyrolytic graphite; Materials science; Conductive atomic force microscopy; Pyrolytic carbon; Chemical force microscopy; Kelvin probe force microscope; Fabrication; Graphite; Non-contact atomic force microscopy; Chemistry; Scanning tunneling microscope; Composite material","score_opus":0.014151406701856842,"score_gpt":0.2772624853019155,"score_spread":0.26311107860005867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063043873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67414236,0.00015766417,0.3010879,0.00035907116,0.00034153817,0.0022174004,0.0006715991,0.00047670308,0.020545807],"genre_scores_gemma":[0.9080321,0.000016594415,0.08111898,0.00047541002,0.00013552308,0.0004955554,0.00025286025,0.000074337615,0.009398609],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849164,0.000013489639,0.00037493557,0.00046003846,0.00009797945,0.0005619035],"domain_scores_gemma":[0.99919635,0.000055750294,0.00013919601,0.00039761316,0.00008839131,0.00012267151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000083928906,0.0002925435,0.0002651457,0.000079936675,0.0003749707,0.00012057929,0.0003774188,0.00008763657,0.00074142584],"category_scores_gemma":[0.0000045814054,0.00030030578,0.00016393293,0.0002406257,0.00011301354,0.00014073357,0.000045431076,0.00015595672,0.0003320568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016111704,0.00021911146,0.007016221,0.000025322732,0.000062572886,1.9338661e-7,0.00035989503,0.0000032019248,0.92472446,0.020236727,0.04035246,0.0069837333],"study_design_scores_gemma":[0.0009523341,0.000057844358,0.0002474543,0.00003846339,0.000030329382,0.0000017851216,0.000060093684,0.001127543,0.84649503,0.0059472374,0.14458396,0.0004579333],"about_ca_topic_score_codex":0.00007218131,"about_ca_topic_score_gemma":0.0000017679239,"teacher_disagreement_score":0.23388979,"about_ca_system_score_codex":0.000063798,"about_ca_system_score_gemma":0.00003387271,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W2063418135","doi":"10.1016/j.ultramic.2006.07.002","title":"An algorithm for 3-D refractive index measurement in holographic confocal microscopy","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Refractive index; Holography; Confocal microscopy; Optics; Digital holographic microscopy; Confocal; Distribution (mathematics); Microscopy; Phase (matter); Materials science; Physics; Mathematics; Mathematical analysis","score_opus":0.0077591161108042156,"score_gpt":0.2709163221244393,"score_spread":0.26315720601363507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063418135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70553577,0.00018592457,0.2855092,0.00004447926,0.0004893762,0.0012413649,0.0006141828,0.00012497738,0.0062547633],"genre_scores_gemma":[0.9836815,0.0000034324678,0.015198959,0.00013299577,0.0002461308,0.00021698515,0.00037249515,0.000055923418,0.000091578244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976782,0.00006622965,0.00052135374,0.00071150943,0.00022976066,0.00079293957],"domain_scores_gemma":[0.99901116,0.000063290914,0.00018386035,0.00042066144,0.00020061104,0.000120402576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003955993,0.00040382962,0.00042728105,0.0003084067,0.00017681404,0.00021284129,0.00036126975,0.00015895315,0.000050465085],"category_scores_gemma":[0.000004275491,0.00041290213,0.0002451766,0.00047461627,0.0003075208,0.0004713084,0.000023280694,0.00030760217,0.000018818457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023277284,0.002442884,0.17621759,0.000020246616,0.00009262006,0.0000069105745,0.00016316875,0.000067505964,0.76875645,0.00545626,0.0013015072,0.045242075],"study_design_scores_gemma":[0.0063013537,0.0009751185,0.06817981,0.00012801155,0.00006916247,0.0000059934328,0.00086534757,0.0006741869,0.8758147,0.03200764,0.013658822,0.0013199083],"about_ca_topic_score_codex":0.0013226607,"about_ca_topic_score_gemma":0.00010596075,"teacher_disagreement_score":0.27814576,"about_ca_system_score_codex":0.000073864416,"about_ca_system_score_gemma":0.000113250186,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W2064214305","doi":"10.1016/j.ultramic.2014.04.005","title":"Nano-dot markers for electron tomography formed by electron beam-induced deposition: Nanoparticle agglomerates application","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Electron beam-induced deposition; Materials science; Cathode ray; Nano-; Nanoparticle; Electron; Deposition (geology); Electron tomography; Scanning electron microscope; Optics; Agglomerate; Beam (structure); Nanotechnology; Analytical Chemistry (journal); Chemistry; Physics; Composite material; Scanning transmission electron microscopy; Geology","score_opus":0.0030856338059158457,"score_gpt":0.2756298322059496,"score_spread":0.27254419840003374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064214305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77327394,0.00044950098,0.2247088,0.00023638667,0.000033119682,0.0009999044,0.0000528077,0.00010608088,0.00013947452],"genre_scores_gemma":[0.98497224,0.00020286768,0.011339331,0.000694808,0.00013142143,0.0010939636,0.0012829461,0.00006722105,0.00021523017],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982565,0.000032962747,0.0003097733,0.00063048885,0.00010229549,0.00066795526],"domain_scores_gemma":[0.99911773,0.000028346241,0.00016082323,0.00046479353,0.00011704703,0.00011124877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017287799,0.00028107766,0.00020170261,0.000051595653,0.0003258957,0.00006082242,0.00026723385,0.00020265736,0.0000038104115],"category_scores_gemma":[0.00002456792,0.00029915496,0.00014068098,0.00024592705,0.00007813647,0.000016042753,0.000024640753,0.00012092649,0.000007459603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019436535,0.00011596728,0.00017044437,0.000019083169,0.000029562701,2.2280519e-8,0.000007621168,0.0000062585555,0.9927005,0.00046399413,0.004073788,0.002218391],"study_design_scores_gemma":[0.0005786784,0.0011729886,0.000049391787,0.000008483932,0.000028655239,0.00000730388,0.000008539264,0.00007540258,0.94139946,0.0008695934,0.055466134,0.0003353467],"about_ca_topic_score_codex":0.000019815066,"about_ca_topic_score_gemma":0.000023063882,"teacher_disagreement_score":0.21336946,"about_ca_system_score_codex":0.000055091354,"about_ca_system_score_gemma":0.000047723086,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W2066306951","doi":"10.1016/j.ultramic.2013.03.010","title":"Reconstructing atom probe data: A review","year":2013,"lang":"en","type":"review","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Atom probe; Projection (relational algebra); Computer science; Tomographic reconstruction; Tomography; Resolution (logic); Atom (system on chip); Detector; Fidelity; Raw data; Image resolution; Physics; Optics; Algorithm; Computer vision; Artificial intelligence; Telecommunications","score_opus":0.06851779723968861,"score_gpt":0.3547497534433436,"score_spread":0.286231956203655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066306951","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":[6.9252144e-7,0.9797888,0.014406772,0.0000040059385,0.00085111486,0.0022105284,0.00069673586,0.0017229111,0.000318432],"genre_scores_gemma":[2.4662247e-8,0.9141521,0.08208291,0.0000572222,0.00021241792,0.0003789026,0.0027825742,0.00022975942,0.00010411329],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977645,0.00007363432,0.0010886011,0.0005641329,0.00012008757,0.00038901798],"domain_scores_gemma":[0.9979383,0.000079296464,0.0003669947,0.0014818074,0.000049127713,0.000084513245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021557372,0.0006197858,0.0019783282,0.00011377628,0.000051659063,0.00013356375,0.00097651425,0.00031977534,0.0003756891],"category_scores_gemma":[0.00007416947,0.0005550508,0.0001358027,0.00028941233,0.000058058635,0.0005554199,0.0001735753,0.0004228483,0.00055977807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.1913831e-7,0.0000049141436,1.9393212e-7,0.1744719,0.00005031872,0.000002271135,0.000004031407,1.1139977e-7,0.0014565714,0.000029636334,0.004580458,0.8193995],"study_design_scores_gemma":[0.000025059177,0.000004602011,1.7640406e-8,0.090740286,0.00021322418,0.000096710864,7.865115e-7,0.0000068487893,0.001009728,0.000029417415,0.9073888,0.00048451888],"about_ca_topic_score_codex":0.0000025181062,"about_ca_topic_score_gemma":1.9043492e-7,"teacher_disagreement_score":0.90280837,"about_ca_system_score_codex":0.00012941183,"about_ca_system_score_gemma":0.000074801115,"threshold_uncertainty_score":0.9996901},"labels":[],"label_agreement":null},{"id":"W2068979253","doi":"10.1016/j.ultramic.2006.04.005","title":"Interpretation of the postpeak in iron fluorides and oxides","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Scattering; Fluorine; Enhanced Data Rates for GSM Evolution; Materials science; Electron; Plasmon; Chemistry; Optics; Physics; Metallurgy; Computer science","score_opus":0.0032624609824174803,"score_gpt":0.23963500791030912,"score_spread":0.23637254692789164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068979253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977511,0.00027202445,0.00053922425,0.00015452494,0.00008569033,0.00017337668,0.000007969326,0.000054510816,0.00096157956],"genre_scores_gemma":[0.99565625,0.00002601135,0.0040955767,0.000084372594,0.000018090046,0.000007931637,0.000002403071,0.000009771043,0.000099615085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992614,0.00005189573,0.00022685943,0.00017957257,0.000101226695,0.00017908827],"domain_scores_gemma":[0.999656,0.0000479595,0.00009059801,0.00016920111,0.000022799106,0.000013431039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019614208,0.00009772948,0.00013516561,0.00005302917,0.00004448325,0.000041713498,0.00016570147,0.000050329374,0.000022877688],"category_scores_gemma":[0.00002833291,0.00007071364,0.000028248736,0.00012580938,0.00017329764,0.000119726865,0.000029958564,0.000086039,0.000004153059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030096111,0.000034019027,0.010779905,0.000019728583,4.8668295e-7,3.2651374e-7,0.0001324528,0.000009736674,0.9859707,0.0027956027,0.000091681904,0.00013531424],"study_design_scores_gemma":[0.00012411516,0.0000727772,0.028020086,0.00005918283,0.000003962684,0.0000036593055,0.000035322115,0.00007137439,0.9680616,0.0034192768,0.000055482964,0.0000731095],"about_ca_topic_score_codex":0.0008209178,"about_ca_topic_score_gemma":0.00039021138,"teacher_disagreement_score":0.017908998,"about_ca_system_score_codex":0.00004387781,"about_ca_system_score_gemma":0.000023931942,"threshold_uncertainty_score":0.28836188},"labels":[],"label_agreement":null},{"id":"W2070476434","doi":"10.1016/j.ultramic.2007.05.010","title":"A study in the computation time required for the inclusion of strain field effects in Bloch-wave simulations of TEM diffraction contrast images","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Diffraction; Computation; Bloch wave; Scaling; Excitation; Amplitude; Optics; Physics; Statistical physics; Materials science; Computer science; Algorithm; Mathematics; Condensed matter physics; Geometry; Quantum mechanics","score_opus":0.00879908655040366,"score_gpt":0.3464550673113556,"score_spread":0.33765598076095193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070476434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74978936,0.000082976425,0.2486906,0.000101779224,0.000011670481,0.0012633089,0.000036230053,0.000004513818,0.0000195846],"genre_scores_gemma":[0.9958383,0.00001796461,0.003873113,0.00009050239,0.00002259742,0.00005185345,0.000082286686,0.0000092031205,0.000014176173],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928427,0.00005026724,0.00028986007,0.00015870249,0.00007299295,0.00014392477],"domain_scores_gemma":[0.9991027,0.0005027543,0.00014510658,0.00018165431,0.000058022397,0.000009752393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004273868,0.000088796805,0.00012195494,0.000047578487,0.000101127654,0.0000068465797,0.00012406771,0.00007368059,0.0000010255426],"category_scores_gemma":[0.00010056096,0.00006388527,0.000040705847,0.00016666813,0.000057346562,0.00000567944,0.00003994629,0.000086883054,1.2132945e-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":[0.00013108157,0.00030139525,0.000993644,0.0000146638085,0.000008681162,3.261999e-7,0.0004477814,0.0007518126,0.99475807,0.000040937295,0.000041884687,0.0025097062],"study_design_scores_gemma":[0.00079499686,0.00065143104,0.0142860385,0.000022218972,0.000016118109,0.0000018329827,0.0004104104,0.00085292634,0.9823101,0.00048677117,0.00009781734,0.0000693277],"about_ca_topic_score_codex":0.00005333857,"about_ca_topic_score_gemma":0.00017522466,"teacher_disagreement_score":0.24604897,"about_ca_system_score_codex":0.000017904069,"about_ca_system_score_gemma":0.000022365186,"threshold_uncertainty_score":0.26051658},"labels":[],"label_agreement":null},{"id":"W2076103089","doi":"10.1016/j.ultramic.2012.02.005","title":"A low error reconstruction method for confocal holography to determine 3-dimensional properties","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Microscope; Optics; Collimated light; Holography; Microscopy; Confocal; Laser scanning; Optical microscope; Materials science; Laser; Scanning electron microscope; Physics","score_opus":0.021228934691684364,"score_gpt":0.2923843361986234,"score_spread":0.27115540150693906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076103089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90293986,0.000073054514,0.09344943,0.0000830447,0.00092291256,0.0007407096,0.00029085876,0.00007804953,0.0014220972],"genre_scores_gemma":[0.888297,4.6964124e-7,0.11041389,0.00039661443,0.00030576007,0.00018422407,0.000068004105,0.000031244323,0.0003027848],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986263,0.000038875634,0.00029058394,0.000333051,0.00008886924,0.0006223131],"domain_scores_gemma":[0.99929446,0.00007836683,0.00009201447,0.0002220335,0.00009552924,0.00021757421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021626163,0.00025570297,0.0002836372,0.00015756997,0.0001775776,0.0000782277,0.00015276992,0.000079148915,0.000102150814],"category_scores_gemma":[0.000011770305,0.00022041224,0.0002557083,0.00023520325,0.00014905368,0.0003514263,0.00003499914,0.00012581774,0.000060653576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024203763,0.0003804752,0.01807996,0.00003266527,0.00009502989,2.5443754e-7,0.00033424783,0.000020292933,0.91589874,0.0018056921,0.0015456819,0.061564926],"study_design_scores_gemma":[0.0007899724,0.00027076263,0.0016120813,0.00007335756,0.00004746364,0.000020607928,0.00027542812,0.00006804508,0.98727196,0.0008251146,0.008346177,0.00039902763],"about_ca_topic_score_codex":0.000040659514,"about_ca_topic_score_gemma":0.0000016278417,"teacher_disagreement_score":0.071373224,"about_ca_system_score_codex":0.000013938943,"about_ca_system_score_gemma":0.00003585927,"threshold_uncertainty_score":0.8988151},"labels":[],"label_agreement":null},{"id":"W2077071458","doi":"10.1016/j.ultramic.2015.03.008","title":"Rotation axes analysis of deformed magnesium based on rotation contour contrast in a scanning electron microscope","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University; Society for Analytical Chemists of Pittsburgh","keywords":"Micrograph; Rotation (mathematics); Electron backscatter diffraction; Scanning electron microscope; Electron microscope; Materials science; Orientation (vector space); Contrast (vision); Optics; Diffraction; Zone axis; Microscope; Crystal (programming language); Geometry; Physics; Electron diffraction; Mathematics","score_opus":0.015282095379955863,"score_gpt":0.27250921728262595,"score_spread":0.2572271219026701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077071458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940703,0.000073433046,0.003936652,0.00028819733,0.00010169965,0.0005672248,0.000070922164,0.00005644537,0.00083510426],"genre_scores_gemma":[0.99539006,0.0000037362495,0.0038843397,0.0002688197,0.000028519647,0.00014126426,0.00012762178,0.000021175225,0.00013448745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982312,0.00011931155,0.00054862525,0.00040376195,0.0003059461,0.0003911795],"domain_scores_gemma":[0.9989461,0.00010210192,0.00028101983,0.00032649472,0.00023847213,0.00010584872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059128884,0.00020579662,0.00040943935,0.00039481092,0.00008741306,0.00010380949,0.0002488652,0.00009399745,0.0001461647],"category_scores_gemma":[0.00014603886,0.0001830672,0.000090162444,0.000977035,0.0001143058,0.00020422801,0.000015335523,0.00010402733,0.000043688357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030302856,0.00017395602,0.012469964,0.00003729837,0.00001115712,9.406818e-7,0.0005663165,0.011913679,0.974078,0.00020194,0.00006780548,0.00017592423],"study_design_scores_gemma":[0.0013930221,0.00034456822,0.025460795,0.000033162505,0.00017666812,8.6814873e-7,0.00054839347,0.025002018,0.9466439,0.000063244675,0.0000949278,0.00023842],"about_ca_topic_score_codex":0.0021141723,"about_ca_topic_score_gemma":0.0010320989,"teacher_disagreement_score":0.027434077,"about_ca_system_score_codex":0.0001877058,"about_ca_system_score_gemma":0.00021243005,"threshold_uncertainty_score":0.74652636},"labels":[],"label_agreement":null},{"id":"W2077115876","doi":"10.1016/j.ultramic.2012.06.008","title":"Image simulation for atomic resolution secondary electron image","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Basic Energy Sciences","keywords":"Scanning transmission electron microscopy; Secondary electrons; Electron; Resolution (logic); Optics; Image resolution; Scattering; Electron microscope; Physics; Chemistry; Atomic physics; Materials science; Computer science","score_opus":0.009416160146980527,"score_gpt":0.31062580607405027,"score_spread":0.3012096459270697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077115876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7867481,0.00045361082,0.20908138,0.00013991549,0.00038670033,0.00091553904,0.000082959006,0.00061952113,0.0015722312],"genre_scores_gemma":[0.84849674,0.0000386028,0.15021051,0.00030472165,0.00036869445,0.00011239743,0.00010333103,0.000060291517,0.00030469042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99797845,0.00008201672,0.00036067242,0.00038036192,0.00017923165,0.0010192504],"domain_scores_gemma":[0.99908906,0.00014946215,0.00017182191,0.0003560467,0.00010630116,0.00012729326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007066599,0.0002581038,0.00025892744,0.00010835328,0.00027924232,0.00015509798,0.00025050296,0.00015627626,0.00040564412],"category_scores_gemma":[0.00009321524,0.00025570643,0.00012092945,0.00014561848,0.00013839696,0.0009663738,0.00003000415,0.0002170642,0.0002715195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022606624,0.00009783294,0.0000917361,0.000040875206,0.000005085967,2.6665384e-7,0.00015336949,0.000005360004,0.99366045,0.0022996261,0.003291666,0.00012767423],"study_design_scores_gemma":[0.00069871545,0.0002580176,0.0003532481,0.000016110951,0.000024983914,0.0000064118412,0.000019610077,0.0012640655,0.9868952,0.0016991235,0.008468812,0.00029569145],"about_ca_topic_score_codex":0.00003631697,"about_ca_topic_score_gemma":0.000008616341,"teacher_disagreement_score":0.061748624,"about_ca_system_score_codex":0.00029503304,"about_ca_system_score_gemma":0.0000955786,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W2081104513","doi":"10.1016/j.ultramic.2014.03.013","title":"Magnetic domain structure and crystallographic orientation of electrical steels revealed by a forescatter detector and electron backscatter diffraction","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"General Motors of Canada; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Electron backscatter diffraction; Crystallography; Electron diffraction; Materials science; Orientation (vector space); Magnetic domain; Domain (mathematical analysis); Diffraction; Detector; Condensed matter physics; Nuclear magnetic resonance; Chemistry; Optics; Physics; Magnetic field; Microstructure; Geometry; Magnetization; Mathematics","score_opus":0.0023992771533897614,"score_gpt":0.21130637451848638,"score_spread":0.20890709736509663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081104513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957846,0.0003074651,0.003175632,0.00026062998,0.000046601035,0.00032236957,0.000039113336,0.000024601115,0.00003900851],"genre_scores_gemma":[0.99570704,0.000058275768,0.0037933022,0.00024277289,0.000030664334,0.000030074281,0.000019175917,0.000014679826,0.00010400168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989902,0.000076125376,0.0002392664,0.00032368946,0.0001259916,0.00024477678],"domain_scores_gemma":[0.9995245,0.00006773946,0.000111033696,0.00019020669,0.000040463387,0.00006606972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012395947,0.00013871788,0.00017653631,0.000056437773,0.00010631553,0.00007203437,0.00009254018,0.000085138505,0.00015247698],"category_scores_gemma":[0.000020596495,0.000113547016,0.000020552292,0.00013219364,0.00015499239,0.000092948045,0.00002214633,0.00009657079,0.0000030911601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004792755,0.000024381248,0.0053535434,0.00004163795,0.0000022678782,5.2085184e-8,0.00009938786,5.0598754e-7,0.9925357,0.000116770796,0.00030010138,0.0014777065],"study_design_scores_gemma":[0.0008009587,0.00068364,0.05309944,0.000019931598,0.000036770947,0.000020389038,0.000036200516,0.00013928236,0.9402556,0.0023738623,0.002316446,0.00021750032],"about_ca_topic_score_codex":0.00006493024,"about_ca_topic_score_gemma":0.000014549675,"teacher_disagreement_score":0.05228014,"about_ca_system_score_codex":0.000015063943,"about_ca_system_score_gemma":0.00001012032,"threshold_uncertainty_score":0.4630313},"labels":[],"label_agreement":null},{"id":"W2081382154","doi":"10.1016/s0304-3991(00)00096-6","title":"Surface damage formation during ion-beam thinning of samples for transmission electron microscopy","year":2001,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":225,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fibics (Canada); Institute for Microstructural Sciences","funders":"","keywords":"Transmission electron microscopy; Focused ion beam; Materials science; Ion milling machine; Sample preparation; Silicon; Ion beam; Ion; Surface layer; Layer (electronics); Electron microscope; Analytical Chemistry (journal); Nanotechnology; Optics; Optoelectronics; Chemistry; Chromatography","score_opus":0.008053919987159546,"score_gpt":0.2614005385605369,"score_spread":0.25334661857337737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081382154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89932024,0.00030650178,0.09951439,0.000044363776,0.00015627281,0.00021640984,0.000039326864,0.00018512164,0.00021738996],"genre_scores_gemma":[0.9871778,0.0006563968,0.011725361,0.0000120690165,0.00005026029,0.000010042717,0.000088565124,0.000048857615,0.00023067209],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888307,0.000015353087,0.000424616,0.00018728964,0.00012183946,0.00036783068],"domain_scores_gemma":[0.9994728,0.00009343045,0.000087983935,0.00020145616,0.00008722846,0.00005707983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001331851,0.00020752859,0.0002705863,0.00012867278,0.00018841562,0.00006483335,0.00014951502,0.00010505096,0.000063056585],"category_scores_gemma":[0.000014096941,0.00020899727,0.00016778058,0.00030016212,0.000028489194,0.00043068282,0.000007095911,0.00016931181,0.000010297356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005151644,0.000032720254,0.0007531958,0.00017841028,0.000040446554,7.9003354e-7,0.00045477785,0.065331884,0.93259645,0.000012985062,0.00018316248,0.0003636647],"study_design_scores_gemma":[0.00043335918,0.0000481979,0.0006426684,0.00014409948,0.00004264325,0.000012936435,0.00021419156,0.02617836,0.9685273,0.000047457088,0.0034979605,0.00021081188],"about_ca_topic_score_codex":0.00006162436,"about_ca_topic_score_gemma":0.000012834968,"teacher_disagreement_score":0.08785755,"about_ca_system_score_codex":0.00011213714,"about_ca_system_score_gemma":0.000014972713,"threshold_uncertainty_score":0.85226613},"labels":[],"label_agreement":null},{"id":"W2082848247","doi":"10.1016/j.ultramic.2007.08.001","title":"In-line holographic electron microscopy in the presence of external magnetic fields","year":2007,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Holography; Electron holography; Magnetic field; Digital holographic microscopy; Optics; Electron; Physics; Interference (communication); Distortion (music); Constant (computer programming); Phase (matter); Field (mathematics); Electron microscope; Line (geometry); Computational physics; Computer science; Mathematics; Optoelectronics; Quantum mechanics; Geometry; Telecommunications","score_opus":0.005255380728272157,"score_gpt":0.3331326228657156,"score_spread":0.32787724213744346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082848247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945584,0.0018268868,0.051784653,0.0001539202,0.000037461326,0.00037279894,0.000008384123,0.000008597455,0.00022329326],"genre_scores_gemma":[0.9885733,0.0009085162,0.009639196,0.0006045831,0.000056380457,0.00003831739,0.000021745755,0.000015770343,0.00014218653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987635,0.000042599033,0.00035018864,0.00031777093,0.00009391765,0.000432045],"domain_scores_gemma":[0.99938416,0.00004389908,0.000093115275,0.0004147361,0.000035371464,0.000028727181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323261,0.00015326357,0.000152568,0.000105398794,0.000039204802,0.0000125464485,0.00043831754,0.0001667335,0.000009624934],"category_scores_gemma":[0.00003133556,0.00013042621,0.00006216214,0.0003812655,0.00017814318,0.0000066914586,0.00003559952,0.0002703171,0.0000017362554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001012772,0.00014426999,0.006528453,0.000010562591,0.0000016367294,0.000003447743,0.00007225611,0.000027338494,0.99219406,0.00030289774,0.00021597387,0.00039785448],"study_design_scores_gemma":[0.00033720443,0.0005435965,0.006334969,0.000021899983,0.000004040334,0.000025738982,0.00004300375,0.000006497169,0.988264,0.001062276,0.0032258006,0.00013093493],"about_ca_topic_score_codex":0.000095982265,"about_ca_topic_score_gemma":0.00031857382,"teacher_disagreement_score":0.0429893,"about_ca_system_score_codex":0.000014740311,"about_ca_system_score_gemma":0.000036162608,"threshold_uncertainty_score":0.5318626},"labels":[],"label_agreement":null},{"id":"W2090718186","doi":"10.1016/j.ultramic.2015.03.013","title":"Disintegration and field evaporation of thiolate polymers in high electric fields","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research; National Science Council","keywords":"Polarizability; Electrostriction; Electric field; Chemistry; Dielectric; Alkane; Polymer; Chemical physics; Density functional theory; Band gap; Permittivity; Computational chemistry; Materials science; Condensed matter physics; Molecule; Organic chemistry; Physics; Optoelectronics; Hydrocarbon","score_opus":0.004379393018397884,"score_gpt":0.20991735535621836,"score_spread":0.20553796233782048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090718186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876859,0.0004584056,0.010880418,0.00004897047,0.00018957934,0.00006891894,0.000002032569,0.000027193686,0.00063854206],"genre_scores_gemma":[0.9993266,0.00007937703,0.0004953965,0.000035371464,0.000014559257,0.0000022691806,0.000010142781,0.000006599964,0.000029717801],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999677,0.000011089727,0.000116385876,0.000068409674,0.00004922426,0.00007787416],"domain_scores_gemma":[0.99985194,0.000017085176,0.000016716409,0.00007252355,0.000016998989,0.000024715506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046145855,0.000060987022,0.00007875758,0.00008909199,0.000010342361,0.000013109271,0.000029020599,0.00007482129,0.000016751872],"category_scores_gemma":[0.000026351294,0.00005596245,0.00001203477,0.00015769323,0.0000072881294,0.00006192002,0.0000030747485,0.00008652445,9.960216e-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":[0.000036851812,0.000012941148,0.0039442754,0.000029291603,0.000012528299,0.0000017541449,0.00048475838,0.0027778125,0.9766504,0.00090103096,0.0006196493,0.014528713],"study_design_scores_gemma":[0.00044071284,0.00014879994,0.006266701,0.000020138961,0.000009510695,0.0000051724446,0.00007424863,0.008258789,0.9829968,0.0013648713,0.00029463298,0.00011959959],"about_ca_topic_score_codex":0.00024941267,"about_ca_topic_score_gemma":0.000093703464,"teacher_disagreement_score":0.014409114,"about_ca_system_score_codex":0.000016375407,"about_ca_system_score_gemma":0.000012336549,"threshold_uncertainty_score":0.22820826},"labels":[],"label_agreement":null},{"id":"W2091275959","doi":"10.1016/j.ultramic.2012.07.007","title":"Three-dimensional structure of laser-modified Ti6Al4V and bone interface revealed with STEM tomography","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; VINNOVA","keywords":"Materials science; Electron tomography; Titanium alloy; Nanoscopic scale; Implant; Titanium; Transmission electron microscopy; Biomedical engineering; Surface modification; Nanotechnology; Composite material; Chemistry; Scanning transmission electron microscopy; Alloy; Metallurgy; Surgery","score_opus":0.005906758164213886,"score_gpt":0.20418399100058035,"score_spread":0.19827723283636647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091275959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99387836,0.0014073894,0.00374157,0.000008026754,0.00038213312,0.00020443594,0.00011316797,0.0002236249,0.000041284053],"genre_scores_gemma":[0.99016374,0.000009284368,0.0096459575,0.000007593651,0.0000623745,0.000004415471,0.00001179876,0.000062179766,0.00003267806],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999134,0.000011950165,0.0002440324,0.00015032993,0.00013158565,0.00032812415],"domain_scores_gemma":[0.99952805,0.000042267093,0.000049310554,0.0002453858,0.000027925593,0.000107040534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082291,0.00023386141,0.0003299161,0.00009579705,0.000025794903,0.000022459502,0.00008636416,0.00010957385,0.000046745405],"category_scores_gemma":[0.0000042705597,0.0002035872,0.000028095392,0.00015316535,0.00007072187,0.00014993537,0.000022971783,0.00014333928,0.0000061473374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046923167,0.000017134518,0.0025951697,0.0002494176,0.00006531704,0.0000016212744,0.00024883298,0.008608883,0.98763597,0.000046163026,0.000283414,0.00020116523],"study_design_scores_gemma":[0.000542543,0.000067738685,0.009873261,0.00014521899,0.00003538337,0.00005411552,0.000018643512,0.0006162087,0.9881111,0.000028105162,0.00023033273,0.00027737033],"about_ca_topic_score_codex":0.000017236278,"about_ca_topic_score_gemma":0.000015123786,"teacher_disagreement_score":0.007992675,"about_ca_system_score_codex":0.000021486941,"about_ca_system_score_gemma":0.0000063521425,"threshold_uncertainty_score":0.8302045},"labels":[],"label_agreement":null},{"id":"W2091823079","doi":"10.1016/j.ultramic.2012.12.012","title":"Electrostatic simulations of a local electrode atom probe: The dependence of tomographic reconstruction parameters on specimen and microscope geometry","year":2012,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Australian Research Council","keywords":"Atom probe; Electrode; Aperture (computer memory); Microscope; Current (fluid); Geometry; Materials science; Optics; Atom (system on chip); Atomic physics; Molecular physics; Physics; Mathematics; Computer science; Thermodynamics","score_opus":0.006038481939726895,"score_gpt":0.2292229873853794,"score_spread":0.22318450544565252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091823079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80409396,0.00014957107,0.19518372,0.000008398931,0.000105521875,0.00029715133,0.000049916427,0.00009400901,0.00001774574],"genre_scores_gemma":[0.97296816,0.00022018282,0.026700415,0.000023809107,0.000018096267,0.000016293725,0.00001901763,0.000030100966,0.000003950285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999122,0.00003793553,0.0003389422,0.00013031297,0.000106018495,0.00026479372],"domain_scores_gemma":[0.99943864,0.00013129033,0.0001322515,0.00021174019,0.000044326658,0.00004177371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012406596,0.00015410536,0.00021394,0.00015589679,0.000047770798,0.0000180276,0.00010252544,0.00007571752,0.00001929907],"category_scores_gemma":[0.00002009279,0.0001317607,0.000031419553,0.0003318995,0.00020111962,0.00022727191,0.000012244732,0.0001326068,0.0000015505419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021205036,0.000028216777,0.0024653482,0.000075229305,0.000023135384,7.013579e-8,0.00014734219,0.00066537765,0.993907,0.00034687936,0.0000059251006,0.0023143103],"study_design_scores_gemma":[0.00013970853,0.000094145,0.004002394,0.00006692385,0.000020127105,0.000014808338,0.000043220192,0.0006433567,0.9943702,0.0004452031,0.000039955405,0.00011990956],"about_ca_topic_score_codex":0.00000926898,"about_ca_topic_score_gemma":0.0000024761994,"teacher_disagreement_score":0.16887416,"about_ca_system_score_codex":0.000044306653,"about_ca_system_score_gemma":0.000012176851,"threshold_uncertainty_score":0.5373045},"labels":[],"label_agreement":null},{"id":"W2093009324","doi":"10.1016/j.ultramic.2006.04.023","title":"Electron inelastic scattering and anisotropy: The two-dimensional point of view","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University","funders":"","keywords":"Inelastic scattering; Anisotropy; Scattering; Electron energy loss spectroscopy; Electron scattering; Inelastic neutron scattering; X-ray Raman scattering; Electron; Quasielastic scattering; Spectroscopy; Atomic physics; Graphite; Condensed matter physics; Transmission electron microscopy; Materials science; Molecular physics; Chemistry; Physics; Optics; Nuclear physics","score_opus":0.005138602664200288,"score_gpt":0.25569886132220354,"score_spread":0.25056025865800324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093009324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561393,0.00093274616,0.0020636786,0.00047251064,0.00009370435,0.00023932426,0.000012091287,0.0001361366,0.00043585],"genre_scores_gemma":[0.9897558,0.00004293688,0.009656921,0.00030603685,0.00008397172,0.000016759257,0.000007708102,0.00002406794,0.00010579056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986895,0.0000708272,0.00032040654,0.00030640754,0.00019484833,0.00041804367],"domain_scores_gemma":[0.9994046,0.000098632685,0.00013603734,0.00026864477,0.000053381835,0.000038691636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144612,0.00019157148,0.00024958167,0.00005581056,0.00016167664,0.000075489384,0.00022537269,0.000049989845,0.00013622994],"category_scores_gemma":[0.000017411481,0.0001352352,0.000049242677,0.00014629832,0.0003100739,0.00012245317,0.000058193993,0.00015464197,0.000025436875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003629931,0.000050069793,0.00042695823,0.00002441353,0.0000035766247,0.0000013871584,0.000031872485,0.000036655027,0.9928584,0.006000674,0.00046437417,0.000065293614],"study_design_scores_gemma":[0.00027858987,0.00022756352,0.0015307972,0.000051850406,0.00001878985,0.00004126991,0.000006604027,0.00007050056,0.9925746,0.0046651955,0.0003882345,0.00014603668],"about_ca_topic_score_codex":0.00042697685,"about_ca_topic_score_gemma":0.00006215754,"teacher_disagreement_score":0.0075932425,"about_ca_system_score_codex":0.00005470543,"about_ca_system_score_gemma":0.00005583351,"threshold_uncertainty_score":0.55147314},"labels":[],"label_agreement":null},{"id":"W2094396500","doi":"10.1016/j.ultramic.2006.11.001","title":"A complete analysis of the laser beam deflection systems used in cantilever-based systems","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Deflection (physics); Detector; Optics; Laser beams; Laser; Beam (structure); Physics; Acoustics; Structural engineering; Engineering","score_opus":0.008683536002070167,"score_gpt":0.2544529655375104,"score_spread":0.24576942953544023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094396500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95375055,0.000039253806,0.043697108,0.000026437796,0.00012652739,0.0006234294,0.00067241385,0.00004377498,0.0010204806],"genre_scores_gemma":[0.9989772,5.0354646e-7,0.00028542755,0.000013356942,0.00004575046,0.00012836211,0.00022471404,0.000018336015,0.00030635617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887633,0.000053705968,0.00043906717,0.00024840242,0.00014023444,0.00024223249],"domain_scores_gemma":[0.99917,0.00005612451,0.00024819048,0.00043343788,0.00006720675,0.000025016407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012892185,0.00016028792,0.0003477384,0.00019292867,0.00011824837,0.00007618125,0.00023039871,0.00005684347,0.000028454018],"category_scores_gemma":[0.0000011841706,0.00012907592,0.00020177527,0.0013047482,0.000089719106,0.000043251406,0.00001783608,0.00013331082,0.000005072201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007238957,0.00017325098,0.3245442,0.00002865458,0.00009071824,1.1802818e-7,0.000031499192,0.080992565,0.59004295,0.0035835474,0.00049429917,0.000010949156],"study_design_scores_gemma":[0.0010472507,0.000058111935,0.07496663,0.00022893035,0.0007145652,7.6192435e-7,0.00037254035,0.07445118,0.83740723,0.00021093228,0.010007937,0.0005339449],"about_ca_topic_score_codex":0.049450103,"about_ca_topic_score_gemma":0.000496633,"teacher_disagreement_score":0.24957757,"about_ca_system_score_codex":0.00007642204,"about_ca_system_score_gemma":0.00006176349,"threshold_uncertainty_score":0.9568797},"labels":[],"label_agreement":null},{"id":"W2095555881","doi":"10.1016/j.ultramic.2011.03.023","title":"Study of the crystallographic architecture of corals at the nanoscale by scanning transmission X-ray microscopy and transmission electron microscopy","year":2011,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada)","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; U.S. Department of Energy; Office of Science; Agence Nationale de la Recherche; University of Saskatchewan; National Science Foundation","keywords":"Aragonite; Synchrotron; Transmission electron microscopy; Materials science; Microscopy; Porites; Nanoscopic scale; High-resolution transmission electron microscopy; Scanning transmission electron microscopy; Optics; Crystallography; Chemistry; Nanotechnology; Coral; Calcium carbonate; Geology; Physics","score_opus":0.011239038549825981,"score_gpt":0.25073366455384427,"score_spread":0.2394946260040183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095555881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940918,0.0011811652,0.0030251953,0.000118098804,0.00015910326,0.001062954,0.000099520796,0.00004632676,0.00021582676],"genre_scores_gemma":[0.9983245,0.00016838897,0.0009822411,0.000146352,0.0000130427425,0.00002361408,0.000022425036,0.000042896805,0.00027654736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99761736,0.00034517716,0.00068131415,0.00052094104,0.00041929222,0.00041588265],"domain_scores_gemma":[0.99879634,0.00007826763,0.00040498524,0.00049538765,0.00011730657,0.00010770159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004732891,0.00032755564,0.00041455711,0.00010299845,0.0004441885,0.00005005461,0.00045510885,0.00017120223,0.00027706544],"category_scores_gemma":[0.000017444332,0.00019705576,0.00015233942,0.0004814647,0.0007490857,0.00012539986,0.000078606725,0.00024331365,0.0000014034218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003973761,0.00044201818,0.0019463247,0.00009809932,0.000014518397,7.1376724e-7,0.008810283,0.000034816025,0.9876069,0.000016764188,0.0004261381,0.00020608731],"study_design_scores_gemma":[0.001209715,0.0006679523,0.0025500385,0.00019681171,0.000077209,0.000014032102,0.0007118963,0.000018288518,0.9921586,0.00012139179,0.002055696,0.00021838694],"about_ca_topic_score_codex":0.0002947262,"about_ca_topic_score_gemma":0.000045928027,"teacher_disagreement_score":0.008098386,"about_ca_system_score_codex":0.00004493878,"about_ca_system_score_gemma":0.00006293499,"threshold_uncertainty_score":0.8035701},"labels":[],"label_agreement":null},{"id":"W2105316861","doi":"10.1016/j.ultramic.2006.04.022","title":"Single atomic layer detection of Ca and defect characterization of Bi-2212 with EELS in HA-ADF STEM","year":2006,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"","keywords":"Scanning transmission electron microscopy; Electron energy loss spectroscopy; Atomic units; Characterization (materials science); High-resolution transmission electron microscopy; Transmission electron microscopy; Atomic number; Planar; Resolution (logic); Chemistry; Analytical Chemistry (journal); Nanometre; Dark field microscopy; Electron microscope; Spectroscopy; Materials science; Optics; Microscopy; Atomic physics; Nanotechnology; Physics","score_opus":0.006886431930473006,"score_gpt":0.1964656648348698,"score_spread":0.1895792329043968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105316861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991357,0.00014630913,0.0004079302,0.000011802119,0.0000489688,0.00015743659,0.000016695712,0.000017920509,0.000057239053],"genre_scores_gemma":[0.9995676,0.000013091481,0.00030441547,0.00000959843,0.000013700683,0.0000034914249,0.0000072137127,0.000010809268,0.000070072485],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926835,0.000039806648,0.0002439139,0.00017448256,0.000095416086,0.00017805057],"domain_scores_gemma":[0.99966013,0.000021792172,0.00015112816,0.00010746939,0.00004359679,0.000015866044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010626783,0.00010190592,0.00019369632,0.000061392086,0.000037476246,0.000025390511,0.00006953065,0.00004746064,0.000016920616],"category_scores_gemma":[0.000005544331,0.00007641317,0.000022014568,0.0001085369,0.00012777469,0.00019019896,0.000011650314,0.00005224783,0.000002539946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000140649,0.000023725472,0.00640373,0.000067434856,0.000002915238,5.7194376e-7,0.00008746119,0.000020128165,0.9927354,0.000038166185,6.631305e-7,0.00047918054],"study_design_scores_gemma":[0.00034458892,0.00025835301,0.03331011,0.00006496943,0.000009607021,0.000010598275,0.000027405596,0.00006203718,0.96573925,0.000061932165,0.000022853348,0.000088278175],"about_ca_topic_score_codex":0.0007082912,"about_ca_topic_score_gemma":0.0002732011,"teacher_disagreement_score":0.02699611,"about_ca_system_score_codex":0.000050416882,"about_ca_system_score_gemma":0.000028508803,"threshold_uncertainty_score":0.31160387},"labels":[],"label_agreement":null},{"id":"W2112257126","doi":"10.1016/s0304-3991(00)00113-3","title":"Optimization of scanning transmission X-ray microscopy for the identification and quantitation of reinforcing particles in polyurethanes","year":2001,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microscopy; Particle size; Materials science; Particle (ecology); Analytical Chemistry (journal); Resolution (logic); Spectral line; Polymer; Transmission electron microscopy; Microscope; Chemistry; Nanotechnology; Optics; Chromatography; Composite material; Physics; Physical chemistry","score_opus":0.013882832635175658,"score_gpt":0.30414589575300355,"score_spread":0.2902630631178279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112257126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6318205,0.00057188264,0.36703303,0.00015976414,0.000041437746,0.00033151728,0.000005348692,0.0000260549,0.000010475884],"genre_scores_gemma":[0.9243663,0.0006123243,0.0749129,0.000022072878,0.000011794119,0.000020712354,0.000010406178,0.000013407709,0.000030065803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989219,0.000048482183,0.000508453,0.00019642431,0.00012311127,0.00020168691],"domain_scores_gemma":[0.99924046,0.00019836692,0.00028075298,0.00016302861,0.00009446634,0.000022926406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071216864,0.00010553887,0.00018484639,0.0001078333,0.00010050663,0.000048114023,0.0001403644,0.000068186695,0.000017013172],"category_scores_gemma":[0.00008529817,0.00008381678,0.0000364634,0.00024221606,0.00015681055,0.00023958988,0.000008456902,0.000056847977,4.3664855e-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":[0.00019151006,0.000033198983,0.0015736592,0.000075139054,0.0000029653213,1.1424218e-7,0.0010860368,0.007117281,0.9882214,0.00066867843,0.00001281394,0.0010171732],"study_design_scores_gemma":[0.00034831878,0.00017843845,0.0016127576,0.00013239855,0.000019091014,0.0000020194673,0.00031819585,0.023024222,0.97391057,0.00032085588,0.000050236988,0.0000829037],"about_ca_topic_score_codex":0.0002033141,"about_ca_topic_score_gemma":0.000022852739,"teacher_disagreement_score":0.29254583,"about_ca_system_score_codex":0.000025759344,"about_ca_system_score_gemma":0.000037228565,"threshold_uncertainty_score":0.34179494},"labels":[],"label_agreement":null},{"id":"W2115266882","doi":"10.1016/j.ultramic.2004.05.009","title":"Nanosurgery: observation of peptidoglycan strands in Lactobacillus helveticus cell walls","year":2004,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peptidoglycan; Cell wall; Lactobacillus helveticus; Glycan; Atomic force microscopy; Chemistry; Biophysics; Bacterial cell structure; In situ; Bacteria; Crystallography; Lactobacillus; Materials science; Nanotechnology; Biology; Biochemistry","score_opus":0.012974348721953603,"score_gpt":0.20798312726700335,"score_spread":0.19500877854504975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115266882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845886,0.00007522887,0.000010219903,0.0004305259,0.000111542875,0.00016398521,0.00007781809,0.000023907434,0.0006478813],"genre_scores_gemma":[0.9991708,0.00009048313,0.00040177055,0.00012934566,0.000031314863,0.0000033248043,0.00008427524,0.0000011726233,0.000087534165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910164,0.00002188773,0.0002802729,0.00020712678,0.00012796195,0.00026108336],"domain_scores_gemma":[0.9997085,0.0000448785,0.000095827905,0.000055369917,0.000040651972,0.000054812088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389339,0.00012282935,0.00018292897,0.000017994766,0.000047864665,0.000028209472,0.00016164518,0.0001123054,0.00006384484],"category_scores_gemma":[0.000013439125,0.000054553024,0.000073017945,0.00033954222,0.000057035304,0.00007858765,0.000017970218,0.00010661704,0.0000119239685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003248014,0.00021335791,0.01572863,0.000011960202,0.000003034154,0.000002370016,0.00013661048,0.000048847305,0.9816399,0.00016460406,0.000013071564,0.0020051342],"study_design_scores_gemma":[0.0005334855,0.00036330562,0.19750524,0.000060954277,0.0000056840554,0.0000017707068,0.0001685385,0.000008071744,0.79967886,0.00063116575,0.0008720538,0.0001708821],"about_ca_topic_score_codex":0.0006007608,"about_ca_topic_score_gemma":0.00053967873,"teacher_disagreement_score":0.18196106,"about_ca_system_score_codex":0.000050061353,"about_ca_system_score_gemma":0.000018636669,"threshold_uncertainty_score":0.22246078},"labels":[],"label_agreement":null},{"id":"W2122908638","doi":"10.1016/j.ultramic.2013.03.016","title":"Comments on the paper “A comprehensive modeling and vibration analysis of AFM microcantilevers subjected to nonlinear tip-sample interaction forces” by Sohrab Eslami and Nader Jalili","year":2013,"lang":"en","type":"letter","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vibration; Nonlinear system; Sample (material); Atomic force microscopy; Materials science; Nanotechnology; Physics; Mechanics; Computer science; Acoustics; Thermodynamics","score_opus":0.013032111015450435,"score_gpt":0.27237550928594456,"score_spread":0.25934339827049413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122908638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88720065,0.000047037873,0.06641194,0.041119803,0.0000906823,0.0015136854,0.0033879976,0.000057361187,0.00017082722],"genre_scores_gemma":[0.7584234,0.00013356475,0.014916405,0.2098875,0.00046086032,0.00048428605,0.014871622,0.00018413512,0.0006382228],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984208,0.000067603556,0.0004660561,0.00055083446,0.00017082588,0.00032393183],"domain_scores_gemma":[0.99871886,0.00031055495,0.0002928445,0.00045499564,0.00016506082,0.000057692436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005982872,0.00040294405,0.0005279401,0.00022310992,0.00026100947,0.00020633053,0.00022982352,0.00020502672,0.00024796624],"category_scores_gemma":[0.0000056438907,0.00033059757,0.00015606055,0.00037311207,0.00012374595,0.00014529393,0.00007726997,0.0006511016,0.00000766951],"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":[0.000031778436,0.000087889384,0.00059107423,0.000058774276,0.0009640628,2.906724e-7,0.00062016933,0.00039544867,0.6827567,0.00017352252,0.3137506,0.0005696685],"study_design_scores_gemma":[0.0009945293,0.00035986767,0.00025587907,0.00047026313,0.0021380922,0.0000022996294,0.0024240715,0.08816556,0.3902655,0.00069287757,0.51259196,0.001639092],"about_ca_topic_score_codex":0.004367758,"about_ca_topic_score_gemma":0.000025586995,"teacher_disagreement_score":0.29249123,"about_ca_system_score_codex":0.00004640459,"about_ca_system_score_gemma":0.000024476607,"threshold_uncertainty_score":0.9999146},"labels":[],"label_agreement":null},{"id":"W2148576258","doi":"10.1016/j.ultramic.2010.04.007","title":"Scanning transmission X-ray microscopy with a fast framing pixel detector","year":2010,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Detector; Raster scan; Optics; Microscopy; Framing (construction); Physics; Pixel; Phase-contrast imaging; X-ray; Photon counting; Image resolution; X-ray detector; Phase retrieval; Dark field microscopy; Field of view; Materials science; Phase contrast microscopy; Fourier transform","score_opus":0.0036873183969160683,"score_gpt":0.25893900347863064,"score_spread":0.2552516850817146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148576258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51086086,0.000023964438,0.48731205,0.00006571987,0.00013570074,0.00026568386,0.00002823478,0.00029419037,0.0010135829],"genre_scores_gemma":[0.6521325,0.0000016535245,0.34723586,0.00007334329,0.00017422259,0.0000400998,0.000024828825,0.0000762024,0.00024127639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982056,0.000028657789,0.0003104417,0.000587621,0.00021690455,0.00065079523],"domain_scores_gemma":[0.9989038,0.000077978686,0.00016700568,0.000551042,0.000104504354,0.00019563375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013971163,0.00041378755,0.00033404335,0.0001214265,0.00035430078,0.00018280561,0.00041936804,0.000100897974,0.00030138646],"category_scores_gemma":[0.000008034817,0.00035709384,0.000108511274,0.00027283942,0.00026709994,0.0003616407,0.000038492948,0.00089786085,0.000042487918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004690767,0.00009239236,0.017860003,0.00001805248,0.000025473111,0.0000024757296,0.0004944182,0.00002789936,0.9592499,0.00025708263,0.00009757956,0.021827808],"study_design_scores_gemma":[0.0006913674,0.00011283029,0.0010575698,0.00016290376,0.00003398949,0.000006818392,0.00021983261,0.00032328413,0.9732099,0.00087490096,0.022774387,0.0005322231],"about_ca_topic_score_codex":0.00014324854,"about_ca_topic_score_gemma":0.000005859073,"teacher_disagreement_score":0.14127164,"about_ca_system_score_codex":0.000029680994,"about_ca_system_score_gemma":0.000110810965,"threshold_uncertainty_score":0.9998881},"labels":[],"label_agreement":null},{"id":"W2153312211","doi":"10.1016/j.ultramic.2013.12.002","title":"Generation of a spin-polarized electron beam by multipole magnetic fields","year":2014,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Physics; Electron; Spin (aerodynamics); Multipole expansion; Angular momentum; Transverse plane; Condensed matter physics; Atomic physics; Quantum mechanics","score_opus":0.006760842543025984,"score_gpt":0.23659078143318285,"score_spread":0.22982993889015688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153312211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299718,0.00015407575,0.06782555,0.000074991694,0.00008172964,0.0001750789,0.000038402202,0.000026898462,0.001651437],"genre_scores_gemma":[0.9981298,0.000007421914,0.0006679207,0.00009603711,0.00015487082,0.000017137998,0.00024056017,0.000020795987,0.0006654625],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903214,0.000032725977,0.00026687622,0.0002295442,0.00010569995,0.00033299983],"domain_scores_gemma":[0.99957246,0.000020066054,0.000092052316,0.00021879256,0.000034558216,0.00006207413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011064315,0.00016056038,0.00022010821,0.000037196583,0.00007823939,0.000027017797,0.00013686776,0.00006004722,0.00034447035],"category_scores_gemma":[0.0000027779736,0.00015836296,0.00008524622,0.00009884959,0.00005002804,0.000072183655,0.000005645032,0.00016890609,0.000024161225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016831065,0.00013361605,0.0038897393,0.000011400629,0.000017854014,4.4148514e-8,0.000106070154,0.000019085652,0.99072903,0.0022421125,0.0009996333,0.0018346055],"study_design_scores_gemma":[0.00089868257,0.00039053656,0.00055203214,0.000008251315,0.000029570636,2.288931e-7,0.00002124838,0.0011470035,0.9915802,0.00091086345,0.0042714467,0.00018993272],"about_ca_topic_score_codex":0.00035070398,"about_ca_topic_score_gemma":0.0000099556255,"teacher_disagreement_score":0.068157956,"about_ca_system_score_codex":0.000012506084,"about_ca_system_score_gemma":0.000032053984,"threshold_uncertainty_score":0.6457854},"labels":[],"label_agreement":null},{"id":"W2342852047","doi":"10.1016/j.ultramic.2016.04.007","title":"A universal equation for computing the beam broadening of incident electrons in thin films","year":2016,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hurst exponent; Exponent; Electron; Physics; Beam (structure); Monte Carlo method; Mean free path; Diffusion equation; Diffusion; Condensed matter physics; Computational physics; Quantum mechanics; Optics; Mathematics","score_opus":0.012376152241828944,"score_gpt":0.281320179123587,"score_spread":0.26894402688175806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342852047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82197183,0.00008647581,0.17681372,0.00037186744,0.00008744191,0.0004139834,0.000015337024,0.000093127324,0.00014622745],"genre_scores_gemma":[0.98104465,0.000028260296,0.018644849,0.0000873541,0.0000356564,0.000016813712,0.000003993832,0.000017501368,0.00012089305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877465,0.00007151176,0.0003145771,0.00025752297,0.00016191741,0.00041983082],"domain_scores_gemma":[0.9990967,0.00039353324,0.000197819,0.00022116692,0.00006229809,0.000028487315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069296604,0.00013210511,0.0001940942,0.000089746085,0.00011878612,0.000040689712,0.00035113323,0.0000733171,0.000059547358],"category_scores_gemma":[0.00013941563,0.00008372677,0.000060771377,0.00017109592,0.00013762832,0.00016317875,0.00003152963,0.00010410579,0.00000836619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999893,0.000036771184,0.0009406186,0.000010576829,0.0000033331773,3.3467634e-7,0.00056653155,0.000033258108,0.99289644,0.0048824474,0.0002482359,0.0003114534],"study_design_scores_gemma":[0.00044569737,0.0002785725,0.00077292183,0.00009989329,0.000008403315,0.0000030363985,0.00013825732,0.00029998293,0.9960226,0.0015772962,0.00023845174,0.00011488405],"about_ca_topic_score_codex":0.0002275392,"about_ca_topic_score_gemma":0.00008430052,"teacher_disagreement_score":0.15907286,"about_ca_system_score_codex":0.00015474264,"about_ca_system_score_gemma":0.00010859511,"threshold_uncertainty_score":0.3414279},"labels":[],"label_agreement":null},{"id":"W2385172002","doi":"10.1016/j.ultramic.2016.09.009","title":"Magnetic properties of single nanomagnets: Electron energy-loss magnetic chiral dichroism on FePt nanoparticles","year":2016,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Vetenskapsrådet; Austrian Science Fund; Swedish Foundation for International Cooperation in Research and Higher Education","keywords":"Nanomagnet; Magnetic circular dichroism; Materials science; Magnetic moment; Nanoparticle; Nanometre; Magnetic nanoparticles; Condensed matter physics; Spin (aerodynamics); Electron; Dichroism; Nanotechnology; Molecular physics; Magnetization; Magnetic field; Optics; Chemistry; Physics; Spectral line","score_opus":0.0074876661448594175,"score_gpt":0.19483879315320238,"score_spread":0.18735112700834297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385172002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883622,0.0017803243,0.00012268985,0.0006718963,0.00032654364,0.00031886032,0.00006070762,0.00010676627,0.0082500195],"genre_scores_gemma":[0.9852712,0.00003038556,0.0005872611,0.00018038381,0.00019485735,0.00007345785,0.0000082742745,0.000076156895,0.013578015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974421,0.0001194044,0.0006154299,0.00059296354,0.00038080447,0.00084924616],"domain_scores_gemma":[0.99871486,0.00006669781,0.0002099386,0.0007340115,0.000107562584,0.00016692314],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013193616,0.00045599707,0.00045848035,0.00012127866,0.00014999675,0.00008744397,0.000610249,0.00009752072,0.0016020664],"category_scores_gemma":[0.000032428718,0.00030529138,0.0001835255,0.00018857875,0.0005978061,0.00020000782,0.000116254836,0.00013791138,0.00018604525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021358166,0.0005362256,0.0016693268,0.000035148318,0.000025993513,0.0000020128089,0.00018146091,0.000003832097,0.9598884,0.0043170443,0.0007558905,0.03237106],"study_design_scores_gemma":[0.0013876793,0.002888638,0.00060827425,0.00027543455,0.000047619204,0.000004300781,0.00006019409,0.00002395877,0.98652303,0.0021804054,0.005538122,0.000462321],"about_ca_topic_score_codex":0.00035777775,"about_ca_topic_score_gemma":0.00001057169,"teacher_disagreement_score":0.03190874,"about_ca_system_score_codex":0.00006922075,"about_ca_system_score_gemma":0.000099449164,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W2468826418","doi":"10.1016/j.ultramic.2017.01.018","title":"Real-space mapping of electronic orbitals","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Austrian Science Fund","keywords":"Atomic orbital; Electronic structure; Electron; Chemical bond; Condensed matter physics; Space (punctuation); Atomic physics; Chemical physics; Materials science; Chemistry; Physics; Molecular physics; Quantum mechanics; Computer science","score_opus":0.013475416224306687,"score_gpt":0.26706958947042975,"score_spread":0.25359417324612304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468826418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919077,0.00033902458,0.00014877794,0.00031564938,0.0001968142,0.00013134892,0.0000094179595,0.000058843445,0.0068924082],"genre_scores_gemma":[0.9963791,0.00021017564,0.00203876,0.000028882667,0.00005606839,0.0000043146783,0.0000023574144,0.000016615466,0.0012637541],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874693,0.000028499617,0.00023901019,0.00026763152,0.00016178231,0.0005561669],"domain_scores_gemma":[0.99891657,0.000033604858,0.0002745709,0.00065864535,0.00006630067,0.000050333234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026112772,0.0001474664,0.00025487036,0.000031684755,0.00042007177,0.00015974206,0.0007196705,0.00007262181,0.00022756096],"category_scores_gemma":[0.00012061058,0.00011702322,0.00006813095,0.00003084846,0.00034679746,0.00032688075,0.000079920894,0.00013160138,0.00008840856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030433233,0.000009485691,0.00095824385,0.000030183419,0.000007855558,0.0000013649244,0.00015785982,0.000005772774,0.99290854,0.00532493,0.00020495066,0.00036037862],"study_design_scores_gemma":[0.00022818189,0.00011302414,0.0060115205,0.000042525582,0.0000073224874,0.000007968054,0.00007725271,0.00002473605,0.989961,0.0024179926,0.00095622987,0.00015220005],"about_ca_topic_score_codex":0.0008417203,"about_ca_topic_score_gemma":0.000040273648,"teacher_disagreement_score":0.0056286543,"about_ca_system_score_codex":0.00007901524,"about_ca_system_score_gemma":0.00013216464,"threshold_uncertainty_score":0.47720683},"labels":[],"label_agreement":null},{"id":"W2514517669","doi":"10.1016/j.ultramic.2016.08.005","title":"Cross-sectional measurement of grain boundary segregation using WDS","year":2016,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Grain boundary; Materials science; Chemistry; Crystallography; Microstructure","score_opus":0.0319418122351757,"score_gpt":0.2897888831959898,"score_spread":0.25784707096081405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514517669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85487664,0.000059486494,0.14316909,0.000006342089,0.0003381086,0.00013119138,0.000034029938,0.00049895677,0.0008861574],"genre_scores_gemma":[0.7616385,0.0000055212395,0.23826057,0.000005225444,0.00004053867,0.00000617602,0.0000025751322,0.000032123266,0.000008765584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990154,0.000023788354,0.00029070888,0.00017570425,0.00028321857,0.00021118131],"domain_scores_gemma":[0.99943304,0.000048822585,0.0000687175,0.00020801324,0.00020168845,0.000039715283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003786787,0.00014715547,0.00013617758,0.000101221034,0.00007091354,0.00004046488,0.00013396578,0.00009087805,0.000054413264],"category_scores_gemma":[0.000134839,0.00012565128,0.000055601504,0.00013726857,0.00018159757,0.00020227801,0.00001674977,0.00008790817,0.000008468317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074990994,0.000010359108,0.14138219,0.000038534734,0.00001718277,5.134763e-7,0.000021677723,0.00003424976,0.85720706,0.00079505384,0.00004029113,0.0004453798],"study_design_scores_gemma":[0.0002773784,0.00003694248,0.13704406,0.00014038102,0.0000065342156,0.000019682708,0.0000022431202,0.00016626113,0.83404213,0.027998058,0.00009049174,0.0001758399],"about_ca_topic_score_codex":0.000039627983,"about_ca_topic_score_gemma":0.000005140607,"teacher_disagreement_score":0.095091484,"about_ca_system_score_codex":0.00043926906,"about_ca_system_score_gemma":0.000058543148,"threshold_uncertainty_score":0.51239103},"labels":[],"label_agreement":null},{"id":"W2528540159","doi":"10.1016/j.ultramic.2016.10.002","title":"Magnetic phase shift reconstruction for uniformly magnetized nanowires","year":2016,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation","keywords":"Nanowire; Phase (matter); Materials science; Condensed matter physics; Physics; Nanotechnology; Quantum mechanics","score_opus":0.008515764253286129,"score_gpt":0.2527052138890814,"score_spread":0.24418944963579528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528540159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95572317,0.00021831003,0.02795852,0.0013496958,0.0012972191,0.0010724011,0.0005227492,0.00016642922,0.0116914855],"genre_scores_gemma":[0.9701657,0.0000120153145,0.018453252,0.00009025162,0.0003493693,0.00015561798,0.000035370475,0.00004766373,0.010690748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986325,0.00003401741,0.0003575146,0.00038456413,0.000121589765,0.0004698096],"domain_scores_gemma":[0.9991682,0.00011758027,0.00012455565,0.00039724447,0.00007402968,0.00011838961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014741073,0.00024550414,0.0002490884,0.00006974356,0.0001639672,0.00008880048,0.00030567305,0.000067926914,0.0037584088],"category_scores_gemma":[0.000023642096,0.00017100609,0.00015256934,0.000080786434,0.0002145028,0.00021575374,0.000038867525,0.00007867163,0.00021843608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002600748,0.00013986969,0.00130758,0.000023196477,0.000023071296,3.3745712e-7,0.00010064714,4.048839e-7,0.5946624,0.0042325733,0.0031033051,0.3961465],"study_design_scores_gemma":[0.014604676,0.0017990596,0.00061733945,0.00020187128,0.00010841006,0.000009157762,0.00022704156,0.00018671007,0.84883004,0.031630594,0.100925036,0.0008600563],"about_ca_topic_score_codex":0.00013780918,"about_ca_topic_score_gemma":0.0000049589826,"teacher_disagreement_score":0.39528647,"about_ca_system_score_codex":0.000031406224,"about_ca_system_score_gemma":0.000075014446,"threshold_uncertainty_score":0.99715227},"labels":[],"label_agreement":null},{"id":"W2602194773","doi":"10.1016/j.ultramic.2017.02.007","title":"Scattering delocalization and radiation damage in STEM-EELS","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Delocalized electron; Scattering; Inelastic scattering; Materials science; Radiation damage; Radiation; Molecular physics; Elastic scattering; Atomic physics; Optics; Physics","score_opus":0.010931315353829466,"score_gpt":0.2913818310184247,"score_spread":0.2804505156645952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602194773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042135,0.00012795188,0.007867274,0.00026461796,0.00014515036,0.0002053358,0.0000072157195,0.000115639945,0.00084547343],"genre_scores_gemma":[0.9964641,0.00021027535,0.0029080259,0.0001610089,0.000042191597,0.000016326376,0.0000062969184,0.00001691163,0.00017486831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991252,0.000039010316,0.00018808739,0.00027951674,0.00009874644,0.00026948436],"domain_scores_gemma":[0.9994291,0.000019707943,0.00013028871,0.00035505395,0.00002037926,0.000045476827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029861953,0.00011936103,0.00014915034,0.000074879164,0.00027633755,0.00042302025,0.00024707607,0.000074196774,0.000058028556],"category_scores_gemma":[0.000031472948,0.000120040284,0.00001558716,0.000043392858,0.00013813196,0.0004899259,0.000047912563,0.000088753,0.00002420492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013149721,0.000017959015,0.025671598,0.000017562988,8.733481e-7,0.000002282043,0.00016208748,0.000006829952,0.97164065,0.0008686787,0.00011156261,0.0014867838],"study_design_scores_gemma":[0.0002506406,0.000058881174,0.039913088,0.000047413603,0.0000033518347,0.0000033309898,0.000020991612,0.0004667011,0.9580088,0.00052362063,0.00056980416,0.00013334413],"about_ca_topic_score_codex":0.00025391177,"about_ca_topic_score_gemma":0.0001670631,"teacher_disagreement_score":0.014241492,"about_ca_system_score_codex":0.000071997194,"about_ca_system_score_gemma":0.000025809552,"threshold_uncertainty_score":0.4895101},"labels":[],"label_agreement":null},{"id":"W2605700708","doi":"10.1016/j.ultramic.2017.04.001","title":"On the role of the second-order derivative term in the calculation of convergent beam diffraction patterns","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University; University of British Columbia; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Diffraction; Electron diffraction; Second derivative; Derivative (finance); Computation; Amplitude; Physics; Numerical integration; Computational physics; Optics; Mathematical analysis; Mathematics; Algorithm","score_opus":0.009238611996831054,"score_gpt":0.2797572394534888,"score_spread":0.2705186274566577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605700708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975208,0.00002172368,0.00033170084,0.00049811316,0.00015095451,0.00046181484,0.000032675336,0.000015080345,0.00096713915],"genre_scores_gemma":[0.9994251,0.000019574532,0.0000971128,0.00029867358,0.000023156077,0.000032867792,0.000003326816,0.00000978141,0.000090414505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903804,0.00013339883,0.00024353089,0.00017418848,0.00022188091,0.00018897849],"domain_scores_gemma":[0.99867684,0.00015422131,0.00039627968,0.00070246105,0.000057977304,0.000012195696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040487017,0.000120027624,0.00014828489,0.000027746624,0.00026181425,0.00006967031,0.0006792847,0.0000627779,0.00028850028],"category_scores_gemma":[0.00010574122,0.00005913566,0.000060465052,0.000067879104,0.00023310239,0.00012344262,0.000045097193,0.00018656548,0.0000060098673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031003205,0.00008668043,0.025540017,0.000010878764,0.0000043201353,1.3236833e-7,0.0011047988,0.000003806372,0.96986437,0.0031935181,0.0000753402,0.00008513532],"study_design_scores_gemma":[0.000114002774,0.00008634489,0.18997578,0.00004965228,0.0000055768996,8.86732e-7,0.00017695827,0.000029510073,0.8075248,0.0018243683,0.00015810272,0.00005400824],"about_ca_topic_score_codex":0.00041920826,"about_ca_topic_score_gemma":0.00035854537,"teacher_disagreement_score":0.16443577,"about_ca_system_score_codex":0.000048419923,"about_ca_system_score_gemma":0.000038713857,"threshold_uncertainty_score":0.31588757},"labels":[],"label_agreement":null},{"id":"W2613029660","doi":"10.1016/j.ultramic.2017.05.004","title":"A novel electron mirror pulse compressor","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Office of Science; U.S. Department of Energy","keywords":"Ultrashort pulse; Chromatic aberration; Optics; Ultrafast electron diffraction; Electron optics; Physics; Electron; Temporal resolution; Electron spectrometer; Electron diffraction; Microscope; Diffraction; Cathode ray; Chromatic scale; Laser","score_opus":0.012085403169972293,"score_gpt":0.3511792521984778,"score_spread":0.3390938490285055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613029660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89299,0.00044668379,0.10216639,0.0005609011,0.00010332405,0.00051271846,0.0001187162,0.000087417815,0.0030138763],"genre_scores_gemma":[0.9485951,0.00031815676,0.047889955,0.000404776,0.00010234129,0.00009587995,0.0001632576,0.00004519629,0.0023853474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989267,0.000008391837,0.00016346668,0.0004252713,0.00007174344,0.00040442726],"domain_scores_gemma":[0.998686,0.000004798235,0.00015551872,0.0010133863,0.000062621286,0.000077666075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006984913,0.00018693566,0.00014141735,0.000021290016,0.00055039773,0.00011892399,0.0005991713,0.0001392893,0.000019957377],"category_scores_gemma":[0.00003992041,0.00019039215,0.000085131374,0.000027912143,0.00018851894,0.000008833516,0.00010291892,0.00014426216,0.000024828698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004693072,0.000091017806,0.00051129324,0.000007578904,0.000014916083,3.64755e-7,0.0000063529083,0.0000017872337,0.9970746,0.00037989338,0.0012772818,0.0005879727],"study_design_scores_gemma":[0.0003626467,0.00014318248,0.0017709952,0.000008067566,0.000008930034,0.000017659755,0.000003451289,0.000010630609,0.8593062,0.00017493794,0.1379943,0.00019895719],"about_ca_topic_score_codex":0.00011260716,"about_ca_topic_score_gemma":0.00007350517,"teacher_disagreement_score":0.13776837,"about_ca_system_score_codex":0.000020741087,"about_ca_system_score_gemma":0.000049258782,"threshold_uncertainty_score":0.7763967},"labels":[],"label_agreement":null},{"id":"W2753232349","doi":"10.1016/j.ultramic.2017.08.014","title":"Analytical modeling of electron energy loss spectroscopy of graphene: Ab initio study versus extended hydrodynamic model","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Ministry of Education","keywords":"Graphene; Spectroscopy; Optical conductivity; Electron energy loss spectroscopy; Ab initio; Molecular physics; Electron; Materials science; Chemistry; Atomic physics; Computational physics; Physics; Condensed matter physics; Nanotechnology; Quantum mechanics","score_opus":0.015847058488638245,"score_gpt":0.2925301945201891,"score_spread":0.2766831360315508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753232349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480674,0.000047695456,0.046274077,0.000023424196,0.00011642672,0.00019917509,0.0000908281,0.000028372515,0.005152586],"genre_scores_gemma":[0.9989989,0.000032772383,0.00066639355,0.000007604333,0.00007681513,0.000019576762,0.00007070638,0.000050734798,0.00007651621],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978225,0.00004166201,0.0006541725,0.0005120447,0.00032172294,0.0006479033],"domain_scores_gemma":[0.9983662,0.000038440026,0.00039129087,0.0009595643,0.00012212672,0.00012240023],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001972815,0.00035656683,0.00065854273,0.00014583292,0.00027911313,0.00005896959,0.00066789833,0.000080381484,0.000056410572],"category_scores_gemma":[0.000005984609,0.00035939997,0.00026955083,0.00013883652,0.00025957118,0.00025263682,0.000040710263,0.0002960347,0.0000029473058],"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":[0.004567707,0.007454368,0.063616306,0.00013970809,0.0020453108,0.000014622899,0.0014141728,0.123161584,0.5898805,0.20685801,0.00006728496,0.00078037946],"study_design_scores_gemma":[0.0054417877,0.0015027296,0.0014233427,0.000051797866,0.00043327553,7.1012687e-7,0.00051324285,0.6808718,0.27539328,0.033713963,0.000006947205,0.0006471445],"about_ca_topic_score_codex":0.00091433,"about_ca_topic_score_gemma":0.00006767113,"teacher_disagreement_score":0.5577102,"about_ca_system_score_codex":0.000045878198,"about_ca_system_score_gemma":0.00018502225,"threshold_uncertainty_score":0.9998858},"labels":[],"label_agreement":null},{"id":"W2760175225","doi":"10.1016/j.ultramic.2017.09.009","title":"Charging of carbon thin films in scanning and phase-plate transmission electron microscopy","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Japan Society for the Promotion of Science; Deutsche Forschungsgemeinschaft","keywords":"Thin film; Electron beam-induced deposition; Transmission electron microscopy; Materials science; X-ray photoelectron spectroscopy; Carbon film; Amorphous carbon; Scanning transmission electron microscopy; Electron energy loss spectroscopy; High-resolution transmission electron microscopy; Scanning electron microscope; Amorphous solid; Analytical Chemistry (journal); Phase (matter); Graphene; Chemistry; Nanotechnology; Physics; Nuclear magnetic resonance; Composite material; Crystallography","score_opus":0.007082345158587173,"score_gpt":0.3433639554364345,"score_spread":0.3362816102778473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760175225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892428,0.0011381526,0.008795612,0.00009185964,0.000023260092,0.00028472723,0.00002176359,0.000019725092,0.00038210722],"genre_scores_gemma":[0.98185825,0.0014039228,0.016362501,0.00005715251,0.00002851163,0.00002737708,0.00007080886,0.000032686556,0.00015876492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890876,0.000019829838,0.0002597378,0.00040166892,0.00006461426,0.00034540333],"domain_scores_gemma":[0.99923736,0.0000073529204,0.00019817126,0.00046565803,0.000032944,0.000058486774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015170003,0.00018677046,0.00021573398,0.000056828805,0.00020365509,0.000045046054,0.0002786632,0.00015463517,0.0000046001787],"category_scores_gemma":[0.00002010553,0.00019259925,0.000046571833,0.000050342824,0.0001819115,0.000011158046,0.000048682672,0.00017717601,4.0977312e-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":[0.00011334135,0.00007281199,0.0025612244,0.000028257768,0.000008311154,8.23016e-7,0.0000783849,0.000016260936,0.99491286,0.00005855337,0.00005521141,0.002093967],"study_design_scores_gemma":[0.00093820266,0.00028760833,0.00072710036,0.00007642258,0.000009189115,0.000007956865,0.000021719925,0.00026709004,0.99416465,0.00026813423,0.0030377721,0.00019414106],"about_ca_topic_score_codex":0.00013894375,"about_ca_topic_score_gemma":0.00001889393,"teacher_disagreement_score":0.00756689,"about_ca_system_score_codex":0.000016941076,"about_ca_system_score_gemma":0.000049467668,"threshold_uncertainty_score":0.78539693},"labels":[],"label_agreement":null},{"id":"W2773894996","doi":"10.1016/j.ultramic.2017.12.008","title":"Selective production of hydrogen ion species at atomically designed nanotips","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Consiglio Nazionale delle Ricerche","keywords":"Ion; Hydrogen; Random hexamer; Trimer; Electric field; Voltage; Chemistry; Ion current; Field ion microscope; Ion beam; Atomic physics; Analytical Chemistry (journal); Materials science; Crystallography; Physics","score_opus":0.009906414334630824,"score_gpt":0.23614909528712555,"score_spread":0.22624268095249472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773894996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866004,0.000017386894,0.01158745,0.000027404198,0.00052430097,0.00029997175,0.000025366524,0.0004208594,0.0004968892],"genre_scores_gemma":[0.9910793,0.00012004914,0.008144981,0.000006965975,0.00010366078,0.000021768861,0.000028389426,0.000043056825,0.0004518455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993009,0.00001641971,0.00023479029,0.0001862568,0.00008944219,0.00017221541],"domain_scores_gemma":[0.99933034,0.000013547496,0.00015247404,0.00039902458,0.00007362297,0.000030992807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080808786,0.00014368452,0.0002036675,0.00005144813,0.0001664889,0.00004086485,0.00020077254,0.00008737778,0.00003861501],"category_scores_gemma":[0.000103043356,0.00015078948,0.00003457187,0.000042921547,0.00011703859,0.00029947105,0.000036616973,0.000056587724,0.00002132921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037166006,0.000014023525,0.0008275728,0.00006067534,0.000014615628,4.4673672e-7,0.00014806942,0.0001652542,0.9983071,0.000080743404,0.00019515753,0.00014918111],"study_design_scores_gemma":[0.00011665999,0.000029023344,0.0056376103,0.000043077256,0.0000074310497,0.0000040989125,0.000004878249,0.000068575944,0.9930185,0.000219394,0.0007053079,0.0001454593],"about_ca_topic_score_codex":0.0000049164946,"about_ca_topic_score_gemma":0.000004678376,"teacher_disagreement_score":0.0052886107,"about_ca_system_score_codex":0.00013725692,"about_ca_system_score_gemma":0.000010827487,"threshold_uncertainty_score":0.61490166},"labels":[],"label_agreement":null},{"id":"W2780907440","doi":"10.1016/j.ultramic.2017.12.016","title":"2D strain mapping using scanning transmission electron microscopy Moiré interferometry and geometrical phase analysis","year":2017,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McMaster University","funders":"Austrian Science Fund","keywords":"Moiré pattern; Interferometry; Optics; Materials science; Transmission electron microscopy; Phase (matter); Scanning transmission electron microscopy; Strain (injury); Scanning confocal electron microscopy; Microscopy; Scanning electron microscope; Physics; Biology","score_opus":0.024397339580459504,"score_gpt":0.34106254222124494,"score_spread":0.31666520264078546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780907440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.947769,0.00019450199,0.051138844,0.00005222787,0.0001867991,0.00021166766,0.00026671618,0.000036869787,0.00014340336],"genre_scores_gemma":[0.9921759,0.000015538366,0.0072368793,0.00005530953,0.00018451335,0.0000062010804,0.00019549763,0.00003856183,0.000091592556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813545,0.000061236795,0.00045183685,0.000583827,0.00016590294,0.0006017494],"domain_scores_gemma":[0.9987747,0.00006117003,0.0003684006,0.0005175068,0.00006209304,0.00021610373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032773404,0.00034320308,0.0006046298,0.0005248572,0.0007554545,0.00083231,0.0003942949,0.00010774483,0.00042166648],"category_scores_gemma":[0.000015574153,0.00032824447,0.00022023018,0.00044651123,0.00016072555,0.0003710087,0.00006648513,0.00025730982,0.000008405111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004317717,0.00012928969,0.032273915,0.000037396305,0.00035065121,0.0000026221442,0.00031143476,0.000029370742,0.9623814,0.000054919008,0.000027399674,0.0043584285],"study_design_scores_gemma":[0.0019465359,0.00014821545,0.0067158593,0.00012836163,0.00058122637,0.0000033736937,0.00047588354,0.0021617692,0.98593545,0.00022532737,0.0011449665,0.0005330229],"about_ca_topic_score_codex":0.000873902,"about_ca_topic_score_gemma":0.000003654334,"teacher_disagreement_score":0.04440694,"about_ca_system_score_codex":0.00005708724,"about_ca_system_score_gemma":0.000062580046,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W2791888208","doi":"10.1016/j.ultramic.2018.02.003","title":"Thermal expansion coefficient measurement from electron diffraction of amorphous films in a TEM","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Thermal Expansion and Ionic Conductivity","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"","keywords":"Thermal expansion; Amorphous solid; Electron diffraction; Materials science; Diffraction; Electron; Thermal; Condensed matter physics; Analytical Chemistry (journal); Chemistry; Composite material; Crystallography; Optics; Physics; Thermodynamics; Nuclear physics","score_opus":0.018444949527664758,"score_gpt":0.2614385625915612,"score_spread":0.2429936130638964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791888208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778914,0.00009390364,0.000803596,0.0000669854,0.00068164634,0.00023188759,0.000025986203,0.00006002949,0.00024684545],"genre_scores_gemma":[0.9991785,0.000007726452,0.00057510287,0.0000929189,0.0000661879,0.000010623585,0.0000064436026,0.00001667817,0.00004576578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984345,0.00013855092,0.0003319749,0.00037023847,0.00040482607,0.00031990363],"domain_scores_gemma":[0.9992681,0.000044860877,0.0001619473,0.00033982843,0.0001291447,0.00005610822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004993586,0.00015569167,0.00023755869,0.0000724206,0.00009228132,0.00003122073,0.00019342579,0.00009001048,0.0014511184],"category_scores_gemma":[0.00007514398,0.00013225942,0.000044418986,0.00018615862,0.00017181283,0.00015418133,0.000039194067,0.00013214289,0.00020182818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025925535,0.0002946609,0.0002885014,0.0000073480237,0.000003265649,0.0000014837412,0.0006959096,0.000082338076,0.99712974,0.000023975717,0.00012248337,0.0010910472],"study_design_scores_gemma":[0.00063456624,0.0002781307,0.023960058,0.000060104318,0.000009278658,0.0000014920993,0.00018898548,0.00038406468,0.97396415,0.000026138268,0.0003538155,0.00013918451],"about_ca_topic_score_codex":0.0016935744,"about_ca_topic_score_gemma":0.00029867113,"teacher_disagreement_score":0.023671556,"about_ca_system_score_codex":0.00014660417,"about_ca_system_score_gemma":0.00011054255,"threshold_uncertainty_score":0.9994617},"labels":[],"label_agreement":null},{"id":"W2811284609","doi":"10.1016/j.ultramic.2018.06.013","title":"Characterization of single-atom catalysts by EELS and EDX spectroscopy","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Science Foundation of Sri Lanka; Natural Sciences and Engineering Research Council of Canada","keywords":"Atom (system on chip); Spectroscopy; Atomic physics; Electron energy loss spectroscopy; Chemistry; Electron; Scattering; Optics; Physics","score_opus":0.006906264461156012,"score_gpt":0.254773142756854,"score_spread":0.24786687829569795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811284609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867013,0.00012694566,0.011155856,0.00016145063,0.00024152332,0.00029910545,0.00013930995,0.00024879302,0.0009257332],"genre_scores_gemma":[0.9877584,0.00011590969,0.011213955,0.00028937947,0.00014957426,0.000014441781,0.00009931639,0.000040954423,0.0003180623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983459,0.00006145355,0.00039555837,0.0004859838,0.00022717706,0.00048391183],"domain_scores_gemma":[0.99910885,0.000033839817,0.00024839357,0.00038206778,0.000121198296,0.000105647465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024909896,0.00025001183,0.0003494462,0.000103323044,0.0001505098,0.00012460096,0.00028176908,0.00013498867,0.00025330295],"category_scores_gemma":[0.000024904382,0.00023841027,0.000044298708,0.00023811859,0.0005607866,0.00031983427,0.000052769334,0.000111104564,0.000070281065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006453395,0.00012694021,0.0008052929,0.000028172864,0.0000065001964,7.1540967e-7,0.00029388443,7.1772086e-9,0.9968663,0.0005780356,0.0011051606,0.00012447],"study_design_scores_gemma":[0.00025722967,0.000748976,0.0005874314,0.00005027527,0.000018379957,0.000011392133,0.000017015416,0.000005645782,0.9933265,0.00030463596,0.004435707,0.00023683123],"about_ca_topic_score_codex":0.000101618716,"about_ca_topic_score_gemma":0.000022419943,"teacher_disagreement_score":0.0035398062,"about_ca_system_score_codex":0.00007536121,"about_ca_system_score_gemma":0.00005305811,"threshold_uncertainty_score":0.97220886},"labels":[],"label_agreement":null},{"id":"W2811400602","doi":"10.1016/j.ultramic.2018.06.016","title":"Thermal nanometrology using piezoresistive SThM probes with metallic tips","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Seventh Framework Programme; FP7 Ideas: European Research Council; Canadian Meteorological and Oceanographic Society","keywords":"Scanning thermal microscopy; Piezoresistive effect; Materials science; Nanometrology; Resistive touchscreen; Microelectromechanical systems; Silicon; Focused ion beam; Thermoelectric effect; Nanotechnology; Optoelectronics; Scanning probe microscopy; Thermal; Deflection (physics); Nanoscopic scale; Atomic force microscopy; Optics; Electrical engineering; Engineering; Chemistry; Physics","score_opus":0.01015335673973838,"score_gpt":0.27562895563646683,"score_spread":0.26547559889672845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811400602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044972,0.000029537654,0.08969504,0.000058875386,0.00004232579,0.00037937897,0.000077051176,0.00009570174,0.005124876],"genre_scores_gemma":[0.945299,8.932244e-7,0.053649165,0.00011855368,0.00024116648,0.00006473592,0.000043966073,0.000040858344,0.0005416145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989095,0.000028068824,0.00019809691,0.00037155632,0.0000911698,0.00040160847],"domain_scores_gemma":[0.99931455,0.000026240732,0.00012735819,0.0003431712,0.000116095274,0.000072567265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008335918,0.00022414731,0.000228488,0.00007880569,0.0003220058,0.00007516054,0.00023834963,0.000047663547,0.0005922372],"category_scores_gemma":[0.0000016509221,0.0001774862,0.000070055896,0.00030226575,0.00048463885,0.000109970104,0.000043636424,0.00015087564,0.00009643331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005242262,0.00014256084,0.011635802,0.000007369617,0.00009018215,5.7448597e-7,0.00019503596,0.000008619262,0.9731546,0.013312523,0.0002726683,0.0011276515],"study_design_scores_gemma":[0.00042319638,0.00036942086,0.0014352119,0.000029750181,0.00007622598,0.000005004467,0.00016314205,0.0003763524,0.97882396,0.0012458568,0.016705621,0.00034627554],"about_ca_topic_score_codex":0.00041824664,"about_ca_topic_score_gemma":0.0000059708022,"teacher_disagreement_score":0.04080183,"about_ca_system_score_codex":0.000032254145,"about_ca_system_score_gemma":0.00007304467,"threshold_uncertainty_score":0.72376776},"labels":[],"label_agreement":null},{"id":"W2883774657","doi":"10.1016/j.ultramic.2018.07.004","title":"Wavelet transform-based electron tomography measurement of buried interface roughness","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; National Institute for Nanotechnology","funders":"University of Alberta","keywords":"Wavelet; Root mean square; Interface (matter); Surface finish; Wavelet transform; Computer science; Optics; Noise (video); Materials science; Algorithm; Artificial intelligence; Physics; Image (mathematics)","score_opus":0.01115604967429634,"score_gpt":0.2812134657446196,"score_spread":0.27005741607032324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883774657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8854914,0.00034425477,0.10927609,0.00044309525,0.00032365992,0.0006374259,0.00003602764,0.00047054226,0.002977555],"genre_scores_gemma":[0.9833999,0.000022343387,0.016057078,0.00024019579,0.000121774756,0.000044680397,0.000008701706,0.00004576935,0.00005954522],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974834,0.000107593834,0.0005274202,0.0005238918,0.00059001736,0.0007676805],"domain_scores_gemma":[0.9987622,0.0000353033,0.00019368027,0.00053141697,0.0003704797,0.0001069289],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008025743,0.0003325764,0.00044194405,0.00019258597,0.000158901,0.000080193444,0.0005722379,0.00015104043,0.00042615068],"category_scores_gemma":[0.000035510544,0.00029984748,0.00016257472,0.00046495677,0.0004940821,0.0001869563,0.000019121904,0.00020497314,0.000057223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003439507,0.00021740554,0.00017376615,0.000059696606,0.000016655351,7.726854e-7,0.00023210724,0.0000022624363,0.99717927,0.00046291092,0.0009959553,0.00031522446],"study_design_scores_gemma":[0.0006040103,0.0017182261,0.00025514438,0.00011288662,0.000033103275,0.0000032565315,0.000022521044,0.00005201942,0.9921926,0.00075218605,0.0039347047,0.00031932155],"about_ca_topic_score_codex":0.00016430438,"about_ca_topic_score_gemma":0.00011616251,"teacher_disagreement_score":0.097908564,"about_ca_system_score_codex":0.00017410694,"about_ca_system_score_gemma":0.00020797235,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W2899347143","doi":"10.1016/j.ultramic.2018.10.010","title":"Charging of electron beam irradiated amorphous carbon thin films at liquid nitrogen temperature","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","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":"National Institute for Nanotechnology; University of Alberta","funders":"Carl-Zeiss-Stiftung","keywords":"Thin film; Liquid nitrogen; Amorphous carbon; Carbon film; Work function; Desorption; Electron beam processing; Materials science; Irradiation; Amorphous solid; Analytical Chemistry (journal); Scanning electron microscope; Carbon fibers; Electrical resistivity and conductivity; Quantum tunnelling; Thermal desorption spectroscopy; Conductivity; Chemistry; Nanotechnology; Composite material; Optoelectronics; Adsorption; Crystallography; Physical chemistry; Organic chemistry; Layer (electronics)","score_opus":0.006314335864082712,"score_gpt":0.25139140156944545,"score_spread":0.24507706570536275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899347143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693406,0.00040059618,0.0000015825965,0.000041042596,0.00061737775,0.00044448898,0.00015787229,0.00017324307,0.0012297601],"genre_scores_gemma":[0.998585,0.000066019,0.00029223002,0.00018441035,0.00028800778,0.000041362448,0.00008897315,0.00006299712,0.00039103604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997476,0.00015934982,0.0004726943,0.0005519813,0.000474593,0.0008653888],"domain_scores_gemma":[0.9987949,0.00008185623,0.00019961582,0.0005366617,0.00021091381,0.00017604497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006587816,0.00031173485,0.0005282763,0.0001492169,0.00021694627,0.00014229894,0.0005325828,0.0002274896,0.0010597463],"category_scores_gemma":[0.00011324657,0.00026536954,0.000113173795,0.00031973334,0.0004218196,0.00012256256,0.00011572671,0.00018930694,0.00024011548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012638664,0.000097912685,0.00033761992,0.00006660412,0.000017934955,0.00000901391,0.00034202205,0.000018853862,0.99697554,0.000027603452,0.00083808124,0.0000049560003],"study_design_scores_gemma":[0.0009832783,0.0008452949,0.00012372935,0.00006513576,0.000023761722,0.000012609801,0.000051089537,0.00006053584,0.9972259,0.00006373955,0.0002662642,0.0002786513],"about_ca_topic_score_codex":0.00061056565,"about_ca_topic_score_gemma":0.000044206216,"teacher_disagreement_score":0.0016509277,"about_ca_system_score_codex":0.00013439784,"about_ca_system_score_gemma":0.00020771455,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W2901357579","doi":"10.1016/j.ultramic.2018.11.006","title":"Complementary cathodoluminescence lifetime imaging configurations in a scanning electron microscope","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":false,"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; National Science Foundation","keywords":"Cathodoluminescence; Resolution (logic); Electron; Optics; Image resolution; Materials science; Cathode ray; Physics; Luminescence","score_opus":0.012068461274841439,"score_gpt":0.3139348208988194,"score_spread":0.30186635962397795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901357579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98697245,0.0003322117,0.007327985,0.0008884388,0.00033435394,0.00055884686,0.000044997,0.00044108363,0.0030996506],"genre_scores_gemma":[0.9608466,0.0000440524,0.036973335,0.0015277436,0.00023927499,0.000056042318,0.00005775104,0.00005105827,0.00020416518],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997295,0.00015884126,0.0005529848,0.0006992324,0.00024698893,0.0010469106],"domain_scores_gemma":[0.99906594,0.00008596036,0.00012167671,0.00046990722,0.00013564562,0.00012086927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064884534,0.00032762167,0.00035433716,0.00023420544,0.0003770165,0.00026398373,0.0005699671,0.00007434042,0.0009803859],"category_scores_gemma":[0.00006276294,0.00034507108,0.00006204017,0.0004909808,0.00051476865,0.00042018323,0.00007283308,0.0002943594,0.0003398212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006372942,0.00009666057,0.008514205,0.000013096472,0.0000030004014,0.0000060204884,0.0006882202,9.3693916e-7,0.9864648,0.00067666476,0.0033590216,0.0001136608],"study_design_scores_gemma":[0.00045385232,0.00026042134,0.0024735257,0.00011442123,0.000011270494,0.000033836266,0.00013219686,0.0001434175,0.9913405,0.00033134283,0.004333159,0.0003720126],"about_ca_topic_score_codex":0.0012456028,"about_ca_topic_score_gemma":0.0006134654,"teacher_disagreement_score":0.029645352,"about_ca_system_score_codex":0.00029334505,"about_ca_system_score_gemma":0.00020318237,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W2905859824","doi":"10.1016/j.ultramic.2018.12.015","title":"Electron energy-loss spectroscopy (EELS) with a cold-field emission scanning electron microscope at low accelerating voltage in transmission mode","year":2018,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Scanning transmission electron microscopy; Electron energy loss spectroscopy; Field emission gun; Spectrometer; Materials science; Plasmon; Acceleration voltage; Scanning electron microscope; Spectroscopy; Electron; Field electron emission; Optoelectronics; Energy-dispersive X-ray spectroscopy; Optics; Transmission electron microscopy; Cathode ray; Nanotechnology; Physics","score_opus":0.00445097146072164,"score_gpt":0.2945901725582714,"score_spread":0.29013920109754976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905859824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82380503,0.0005946902,0.1742557,0.00013386186,0.000036627298,0.00047752357,0.000019378997,0.00010639836,0.0005708067],"genre_scores_gemma":[0.96795624,0.0009680321,0.027858552,0.00087483675,0.00028755525,0.00017638024,0.00025095433,0.00014230057,0.0014851557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99677896,0.00006280529,0.00051989395,0.0011603278,0.00023305991,0.0012449286],"domain_scores_gemma":[0.99871683,0.00002946253,0.00023279019,0.00067219435,0.00013916288,0.00020957176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017129237,0.0005667874,0.000408278,0.00014520796,0.0005454357,0.00010199726,0.000493778,0.0004034699,0.000048669208],"category_scores_gemma":[0.000020952173,0.0005342193,0.00011448677,0.0005036806,0.00022386517,0.00003408779,0.00010188351,0.00042800384,0.000009583488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093866576,0.00017905844,0.0018400922,0.00002952965,0.00002192841,0.000005412819,0.00011040097,0.00004801415,0.99458677,0.00017035793,0.0015867647,0.00048298933],"study_design_scores_gemma":[0.0010145014,0.0019586633,0.000082201135,0.0001864679,0.000019302293,0.000047103007,0.000017822273,0.00022097622,0.97203887,0.00013120526,0.0236523,0.00063057325],"about_ca_topic_score_codex":0.0002639891,"about_ca_topic_score_gemma":0.0004244943,"teacher_disagreement_score":0.14639714,"about_ca_system_score_codex":0.00029354612,"about_ca_system_score_gemma":0.00026157842,"threshold_uncertainty_score":0.9997109},"labels":[],"label_agreement":null},{"id":"W2948953269","doi":"10.1016/j.ultramic.2019.112861","title":"Design of electrostatic phase elements for sorting the orbital angular momentum of electrons","year":2019,"lang":"en","type":"preprint","venue":"Ultramicroscopy","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Horizon 2020; Horizon 2020 Framework Programme; Canada Research Chairs; European Commission","keywords":"Angular momentum; Physics; Electron; Optics; Ideal (ethics); Phase (matter); Sorting; Electrostatic lens; Orbital angular momentum of light; Total angular momentum quantum number; Classical mechanics; Computer science; Quantum mechanics","score_opus":0.015277807647696207,"score_gpt":0.3049096717526256,"score_spread":0.2896318641049294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948953269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67820364,0.00018302807,0.317628,0.000053134478,0.00033862822,0.0025587133,0.0008031855,0.000018912126,0.00021276929],"genre_scores_gemma":[0.981194,0.000010390488,0.017295156,0.000017505681,0.00012904232,0.00020987507,0.0006298763,0.000082453196,0.00043166094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99747354,0.000093547154,0.001023162,0.00046008173,0.00031183797,0.0006378506],"domain_scores_gemma":[0.99749565,0.00025839568,0.0012599863,0.00071778486,0.00021496695,0.000053244537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050136424,0.00042252633,0.000692899,0.000100458186,0.00009775902,0.00006318912,0.0006307954,0.00010072343,0.00008189605],"category_scores_gemma":[0.000029995736,0.000353238,0.0003579526,0.00014369393,0.00015260684,0.00006469914,0.00021056503,0.00046060118,0.0000075492458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017399061,0.00091463706,0.0016702194,0.00049329444,0.00079247815,4.832957e-7,0.000775623,0.0030857713,0.9877209,0.0031100377,0.00060402637,0.00065851666],"study_design_scores_gemma":[0.0017587476,0.00087064464,0.000028738466,0.00017833497,0.00036287835,7.48532e-7,0.0003565532,0.009834786,0.96982634,0.016268738,0.0001187491,0.0003947426],"about_ca_topic_score_codex":0.000067253124,"about_ca_topic_score_gemma":3.9102875e-7,"teacher_disagreement_score":0.3029904,"about_ca_system_score_codex":0.00008070398,"about_ca_system_score_gemma":0.0003473593,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W2955994182","doi":"10.1016/j.ultramic.2019.06.008","title":"Modeling and simulation of contact parameters of elliptical and cubic nanoparticles to be used in nanomanipulation based on atomic force microscope","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Indentation; Nanoparticle; Materials science; Contact area; Contact mechanics; Surface roughness; Polystyrene; Surface finish; Hertz; Nanoindentation; Contact angle; Composite material; Finite element method; Mechanics; Nanotechnology; Geometry; Physics; Mathematics; Thermodynamics","score_opus":0.016155443174207466,"score_gpt":0.25822162925456155,"score_spread":0.24206618608035407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955994182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985768,0.000032649692,0.013704428,0.00001733697,0.00010957661,0.00029867227,0.000011670942,0.00003064807,0.000027016737],"genre_scores_gemma":[0.99709135,0.00001356701,0.0028287517,0.000023232666,0.0000035999833,0.0000038399203,0.000007831629,0.000020031925,0.000007793374],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992706,0.000023970155,0.0003127569,0.00016357518,0.000088518536,0.00014056989],"domain_scores_gemma":[0.9995249,0.00023418426,0.000033414653,0.00012822209,0.000032366406,0.000046939072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009718829,0.00011690464,0.00020847996,0.0001473737,0.000024697196,0.000017682394,0.000036524623,0.00007031654,0.000008346926],"category_scores_gemma":[0.000028972547,0.00012228424,0.000027850672,0.00012564902,0.000018385415,0.0001371526,0.0000056537406,0.00007466303,0.0000034876764],"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":[0.000047269765,0.000015050477,0.014478784,0.000035158202,0.0000035693947,7.705247e-8,0.0003365958,0.49662438,0.4884014,0.000018529356,5.4570984e-7,0.000038628317],"study_design_scores_gemma":[0.0003755878,0.00009621376,0.006132206,0.0000844964,0.0000074007794,3.5466215e-7,0.000116299074,0.6903743,0.30270576,0.000025579242,0.0000034773348,0.00007831856],"about_ca_topic_score_codex":0.00009968418,"about_ca_topic_score_gemma":0.000043563436,"teacher_disagreement_score":0.1937499,"about_ca_system_score_codex":0.000051907904,"about_ca_system_score_gemma":0.000011247723,"threshold_uncertainty_score":0.49866065},"labels":[],"label_agreement":null},{"id":"W2959169097","doi":"10.1016/j.ultramic.2020.112979","title":"A hydrodynamic approach to electron beam imaging using a Bloch wave representation","year":2020,"lang":"en","type":"preprint","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bloch wave; Diffraction; Wave function; Physics; Electron; Computational physics; Electron diffraction; Scattering; Optics; Monte Carlo method; Pupil function; Quantum mechanics; Mathematics","score_opus":0.018652981057150166,"score_gpt":0.3472814586979441,"score_spread":0.3286284776407939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959169097","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":[0.46517828,0.0004067434,0.53211546,0.00019487253,0.00007632168,0.0011818538,0.00012410422,0.00012372526,0.00059864635],"genre_scores_gemma":[0.78694695,0.00024687825,0.20818067,0.0009756021,0.00039943587,0.0003432478,0.0024873654,0.00015530003,0.0002645654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972057,0.00005012012,0.00044299586,0.00150378,0.00017560365,0.00062185066],"domain_scores_gemma":[0.99845886,0.000007976208,0.00025440965,0.00097360316,0.00012151347,0.00018360597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010858329,0.00050120533,0.00039833554,0.00010878753,0.0001783199,0.00013015728,0.00048199366,0.00032579125,0.000003823382],"category_scores_gemma":[0.000045293502,0.00058706524,0.00021891975,0.00027885116,0.000090877984,0.0000062535455,0.00055549666,0.00062410353,0.000008751302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006834316,0.00009758753,0.00007851014,0.000058828147,0.000047007812,0.0000012826058,0.0000818663,0.0050482615,0.99297065,0.0000630419,0.0011682172,0.0003164076],"study_design_scores_gemma":[0.00021101613,0.00009771506,0.00003615064,0.000046529312,0.00006813346,0.000044733824,0.000039335195,0.009048078,0.98440486,0.0008921525,0.0044986242,0.00061268226],"about_ca_topic_score_codex":0.00010746139,"about_ca_topic_score_gemma":0.000005210912,"teacher_disagreement_score":0.32393476,"about_ca_system_score_codex":0.00015600456,"about_ca_system_score_gemma":0.00024095135,"threshold_uncertainty_score":0.99965805},"labels":[],"label_agreement":null},{"id":"W2980149919","doi":"10.1016/j.ultramic.2019.112855","title":"Low-dose (S)TEM elemental analysis of water and oxygen uptake in beam sensitive materials","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Agence de l'Environnement et de la Maîtrise de l'Energie","keywords":"Oxygen; Acceptor; Chemistry; Electron acceptor; Analytical Chemistry (journal); Interphase; Chemical physics; Materials science; Nanotechnology; Photochemistry; Environmental chemistry; Physics","score_opus":0.002978217418283065,"score_gpt":0.19985076403467725,"score_spread":0.1968725466163942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980149919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99932456,0.000053501102,0.000019525001,0.0000064831966,0.00011951645,0.00017940054,0.00014498859,0.000029362627,0.00012267045],"genre_scores_gemma":[0.9995239,0.00010423456,0.0000914186,0.000030262521,0.000012318113,0.0000024582507,0.00015366921,0.00002512342,0.000056632143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991953,0.000012802383,0.00027081658,0.00016473809,0.000076411656,0.0002799561],"domain_scores_gemma":[0.9997483,0.00001931021,0.000024418283,0.00015857938,0.000016985874,0.000032404787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014994538,0.0001345396,0.0003210462,0.000156779,0.000012948222,0.000025536307,0.00006201357,0.00007348829,0.00021281268],"category_scores_gemma":[0.0000021231588,0.00011833822,0.000042150434,0.00021444641,0.000019356137,0.000056385066,0.000020721409,0.000085129366,0.00002174194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016751812,0.000020277834,0.0017247217,0.000052053183,0.00023264291,0.0000020090877,0.00065123604,0.0005954501,0.9966323,0.000023522247,0.000013673314,0.00003536357],"study_design_scores_gemma":[0.00034267473,0.000044407912,0.009677862,0.0000160232,0.00008523419,0.0000016350815,0.000104905295,0.00082807825,0.98861265,0.000017035032,0.00013212707,0.00013737165],"about_ca_topic_score_codex":0.0000862629,"about_ca_topic_score_gemma":0.000081272796,"teacher_disagreement_score":0.008019652,"about_ca_system_score_codex":0.0000598557,"about_ca_system_score_gemma":0.000009028881,"threshold_uncertainty_score":0.48256925},"labels":[],"label_agreement":null},{"id":"W2984513443","doi":"10.1016/j.ultramic.2019.112886","title":"Improvement of the energy resolution of energy dispersive spectrometers (EDS) using Richardson–Lucy deconvolution","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; McGill University","funders":"","keywords":"Full width at half maximum; Deconvolution; Detector; Spectrometer; Resolution (logic); Energy (signal processing); Spectral line; Optics; Range (aeronautics); Computational physics; Physics; Chemistry; Materials science; Analytical Chemistry (journal); Computer science","score_opus":0.004067587387606512,"score_gpt":0.21803302458067322,"score_spread":0.2139654371930667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984513443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691905,0.0001525988,0.029369917,0.000031801337,0.0002708208,0.00011932291,0.00007307431,0.0000084634985,0.00078355137],"genre_scores_gemma":[0.9986074,0.000036536017,0.0008678675,0.000039678605,0.00009633826,0.0000052750047,0.00003444924,0.00001760052,0.00029483903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866486,0.00004917284,0.00040085573,0.0003107436,0.00024303346,0.0003313362],"domain_scores_gemma":[0.9989242,0.000035382265,0.00041962016,0.0004758628,0.00009872216,0.00004622701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010454314,0.00019417304,0.00033690967,0.000114956056,0.000100078316,0.00001947653,0.0003005981,0.000056961973,0.000299012],"category_scores_gemma":[0.000004188261,0.00015532524,0.00033204007,0.00044310722,0.00014538801,0.0001508373,0.00006361255,0.00010284033,0.0000050125304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039630402,0.00012701411,0.032885045,0.000012734329,0.00016052458,9.48963e-8,0.00011390499,0.000626669,0.9522263,0.013128331,0.000046246565,0.00063355186],"study_design_scores_gemma":[0.0004256296,0.00014880914,0.0028403567,0.00006070142,0.00013338958,3.8210953e-7,0.0003320894,0.00472308,0.98983383,0.0011131212,0.00022026207,0.00016836791],"about_ca_topic_score_codex":0.0038729114,"about_ca_topic_score_gemma":0.000028602784,"teacher_disagreement_score":0.037607558,"about_ca_system_score_codex":0.000102274644,"about_ca_system_score_gemma":0.00009410261,"threshold_uncertainty_score":0.63339794},"labels":[],"label_agreement":null},{"id":"W2987439359","doi":"10.1016/j.ultramic.2019.112875","title":"Toward the quantitative the interpretation of hole-free phase plate images in a transmission electron microscope.","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"RIKEN","keywords":"Interpretation (philosophy); Transmission electron microscopy; Electron microscope; Optics; Scanning transmission electron microscopy; Microscope; Phase (matter); Conventional transmission electron microscope; Transmission (telecommunications); Materials science; Physics; Computer science; Telecommunications; Quantum mechanics","score_opus":0.007177585573017992,"score_gpt":0.33560078275592486,"score_spread":0.32842319718290686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987439359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85341436,0.0017804919,0.14269972,0.0008615224,0.000029590477,0.0008371132,0.00008552553,0.00001762954,0.0002740548],"genre_scores_gemma":[0.9895374,0.001026819,0.00871344,0.0002697636,0.000015998628,0.00007283101,0.00011493019,0.000026817832,0.0002219849],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998941,0.00007396982,0.00029582786,0.00031983686,0.00009035252,0.0002789927],"domain_scores_gemma":[0.99915326,0.00006175907,0.00015053348,0.0005340234,0.00007577213,0.000024675985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021193536,0.00017399961,0.00016836825,0.000039133534,0.000069081514,0.000026635314,0.000529026,0.000097459946,0.000012502546],"category_scores_gemma":[0.000041898835,0.000112237816,0.00008112519,0.0002332754,0.00018206685,0.000011183567,0.00005211573,0.00021795568,0.000007273752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039716787,0.00010261802,0.000104605606,0.000029457342,0.00001420871,2.005698e-7,0.00047815425,0.00022615914,0.99668396,0.00026442893,0.0005238755,0.001175181],"study_design_scores_gemma":[0.00090184144,0.00065578107,0.00008869856,0.000050229268,0.00001238069,0.0000048121374,0.00028100063,0.00023347443,0.9903834,0.00052425603,0.006729778,0.0001343673],"about_ca_topic_score_codex":0.00004191605,"about_ca_topic_score_gemma":0.000021958524,"teacher_disagreement_score":0.13612306,"about_ca_system_score_codex":0.000025080875,"about_ca_system_score_gemma":0.00008998411,"threshold_uncertainty_score":0.45769253},"labels":[],"label_agreement":null},{"id":"W2989729353","doi":"10.1016/j.ultramic.2019.112912","title":"Spatial and spectral dynamics in STEM hyperspectral imaging using random scan patterns","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Horizon 2020 Framework Programme; Agence Nationale de la Recherche; European Commission","keywords":"Raster scan; Hyperspectral imaging; Spectral imaging; Raster graphics; Computer science; Scanning transmission electron microscopy; Artificial intelligence; Optics; Computer vision; Physics; Scanning electron microscope","score_opus":0.004078249101496778,"score_gpt":0.27598351871978105,"score_spread":0.27190526961828426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989729353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92360723,0.0002758712,0.07535372,0.00006612011,0.000054629654,0.00037122515,0.000049654995,0.000024796931,0.00019676934],"genre_scores_gemma":[0.9916808,0.00020652344,0.007643825,0.00012302934,0.00006655989,0.000012200419,0.00008919022,0.000035328976,0.00014255256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989285,0.00002340916,0.00019468089,0.00042446662,0.00006015543,0.00036877985],"domain_scores_gemma":[0.99959016,0.0000081134085,0.00006584106,0.0002599114,0.000022305441,0.000053656764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008140643,0.00017942484,0.00017603562,0.000054981985,0.000057928726,0.000042939177,0.0001329007,0.0000821141,0.0000126535115],"category_scores_gemma":[0.000003279066,0.00019200661,0.000050895185,0.000078283265,0.00006463162,0.000008912344,0.000047268786,0.00015226402,0.0000029683774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006384526,0.000026599315,0.1557966,0.000011051254,0.000005596053,0.0000011538137,0.000019729487,0.000049899074,0.84287274,0.00016035138,0.0000073392735,0.0009850814],"study_design_scores_gemma":[0.0013754396,0.00010579774,0.004358122,0.000035102443,0.000010530999,0.000057858648,0.00024402804,0.007290983,0.9856457,0.00014432734,0.00041168803,0.00032039176],"about_ca_topic_score_codex":0.00031710954,"about_ca_topic_score_gemma":0.00030923128,"teacher_disagreement_score":0.15143847,"about_ca_system_score_codex":0.00013044059,"about_ca_system_score_gemma":0.000047003457,"threshold_uncertainty_score":0.78298026},"labels":[],"label_agreement":null},{"id":"W2997728149","doi":"10.1016/j.ultramic.2019.112858","title":"Sampling optimization of Moiré geometrical phase analysis for strain characterization in scanning transmission electron microscopy","year":2019,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Scanning transmission electron microscopy; Moiré pattern; Optics; Holography; Materials science; Pixel; Scanning electron microscope; Physics","score_opus":0.009138114306693016,"score_gpt":0.35529837188093555,"score_spread":0.3461602575742425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997728149","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":[0.46663335,0.000082653874,0.53255093,0.0000187276,0.000011863235,0.000432944,0.00024885352,0.00001232907,0.000008323537],"genre_scores_gemma":[0.8045359,0.00035760307,0.18714024,0.00007425175,0.00003267705,0.000084522144,0.0076112193,0.000039063885,0.00012447075],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986741,0.000025446225,0.0004167501,0.00045906266,0.00008559359,0.0003390546],"domain_scores_gemma":[0.9993601,0.000020237794,0.00019999658,0.00026985127,0.00009985596,0.0000499907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018270427,0.00018035792,0.000294754,0.00032610897,0.00005871572,0.000023286942,0.00017094916,0.0001823858,0.000027577938],"category_scores_gemma":[0.000022610599,0.00019693226,0.00014935683,0.0009673048,0.000038527818,0.000013987657,0.00001564807,0.00010427893,7.5538145e-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":[0.00022256964,0.00018945948,0.0035202834,0.0000341372,0.000047515736,4.3135476e-8,0.00003117076,0.027499005,0.96696454,0.00005725547,0.000005628016,0.0014283892],"study_design_scores_gemma":[0.0010906686,0.00051583897,0.0009332181,0.000022721151,0.000059749957,9.480682e-7,0.000015740748,0.009389335,0.9852326,0.000027307433,0.002509568,0.00020231253],"about_ca_topic_score_codex":0.000006815948,"about_ca_topic_score_gemma":0.0000026075295,"teacher_disagreement_score":0.3454107,"about_ca_system_score_codex":0.000049894603,"about_ca_system_score_gemma":0.00006610004,"threshold_uncertainty_score":0.80306643},"labels":[],"label_agreement":null},{"id":"W3000933418","doi":"10.1016/j.ultramic.2020.112942","title":"The performance evaluation of direct detection electron energy-loss spectroscopy at 200 kV and 80 kV accelerating voltages","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electron energy loss spectroscopy; Monochromator; Spectroscopy; Optics; Detector; Spectrometer; Transmission electron microscopy; Materials science; Electron; Acceleration voltage; Resolution (logic); Cathode ray; Optoelectronics; Physics; Wavelength; Computer science; Nuclear physics","score_opus":0.010164212494053105,"score_gpt":0.2973857771768922,"score_spread":0.2872215646828391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000933418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98675686,0.0024754317,0.009719853,0.00023113897,0.000033895394,0.00032515285,0.000017974095,0.000040002342,0.00039968672],"genre_scores_gemma":[0.9937057,0.003583555,0.0020148193,0.00019050864,0.0001381218,0.00010492794,0.00006953052,0.000031576765,0.00016125316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874693,0.00006546353,0.00026687616,0.0004134223,0.00018117373,0.00032614588],"domain_scores_gemma":[0.9993081,0.000021379396,0.0001831815,0.00027242463,0.00014955658,0.00006534312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026579286,0.00019355182,0.00015482427,0.000019511868,0.00043480875,0.000042771797,0.00018317554,0.00011332553,0.000008044595],"category_scores_gemma":[0.000058994083,0.00016508006,0.000055011988,0.00015782674,0.00015294326,0.000012969087,0.00007071789,0.0001250224,0.000001939575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103530154,0.000016529659,0.0008870088,0.000011223531,0.00001987825,5.4814258e-8,0.000033656375,0.00010887656,0.99344194,0.000048570295,0.00035880855,0.0049699247],"study_design_scores_gemma":[0.00030182383,0.0005030444,0.00051890814,0.00000927162,0.000034293236,0.0000066537496,0.000019496694,0.0018790286,0.9805818,0.00004977531,0.015926566,0.00016932098],"about_ca_topic_score_codex":0.00001748944,"about_ca_topic_score_gemma":0.00005984468,"teacher_disagreement_score":0.015567758,"about_ca_system_score_codex":0.000066757166,"about_ca_system_score_gemma":0.000066970475,"threshold_uncertainty_score":0.6731769},"labels":[],"label_agreement":null},{"id":"W3019731806","doi":"10.1016/j.ultramic.2020.112989","title":"Coupled Broad Ion Beam–Scanning Electron Microscopy (BIB–SEM) for polishing and three dimensional (3D) serial section tomography (SST)","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","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":"Polytechnique Montréal","funders":"Engineering and Physical Sciences Research Council; European Research Council; University of Manchester; Henry Royce Institute; Higher Education Funding Council for England","keywords":"Polishing; Scanning electron microscope; Optics; Materials science; Focused ion beam; Electron tomography; Section (typography); Tomography; Electron microscope; Microscopy; Ion; Chemistry; Physics; Scanning transmission electron microscopy; Composite material","score_opus":0.0072710237223967125,"score_gpt":0.29260587665204035,"score_spread":0.28533485292964367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019731806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8618889,0.0010450064,0.1351995,0.00060095504,0.00015733452,0.00082977756,0.00013164777,0.000118186035,0.000028715865],"genre_scores_gemma":[0.9458358,0.0003118319,0.048558354,0.0023499534,0.0013453794,0.00024236944,0.0011543331,0.00011742022,0.00008453104],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819756,0.00002056455,0.00032579523,0.00076834613,0.00011585197,0.0005718644],"domain_scores_gemma":[0.99925834,0.000021384818,0.00016707391,0.00025986283,0.00012118198,0.00017213744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121157565,0.0003292781,0.00026712034,0.00006164883,0.0004076117,0.00011763222,0.00020808807,0.00027990964,0.000008191601],"category_scores_gemma":[0.000047069592,0.00035736864,0.0001338322,0.00023600068,0.00013561212,0.000025467767,0.000081863924,0.0002498765,0.0000018637559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048498655,0.000044958615,0.0007011035,0.00003716641,0.00003317882,3.8653894e-7,0.00004370286,0.00015192995,0.9951082,0.00007360044,0.0029558085,0.0003649959],"study_design_scores_gemma":[0.0009450943,0.0009066706,0.0003105513,0.000024019304,0.000040669554,0.000016248465,0.000017732573,0.0005935079,0.96601385,0.00023238093,0.030514967,0.00038430621],"about_ca_topic_score_codex":0.000076499455,"about_ca_topic_score_gemma":0.000057042398,"teacher_disagreement_score":0.08664115,"about_ca_system_score_codex":0.000039596503,"about_ca_system_score_gemma":0.00009020645,"threshold_uncertainty_score":0.9998878},"labels":[],"label_agreement":null},{"id":"W3023580497","doi":"10.1016/j.ultramic.2020.113012","title":"Conductivity models for electron energy loss spectroscopy of graphene in a scanning transmission electron microscope with high energy resolution","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graphene; Electron energy loss spectroscopy; Materials science; Plasmon; Spectroscopy; Scanning transmission electron microscopy; Ab initio; Terahertz radiation; Molecular physics; Optoelectronics; Optics; Transmission electron microscopy; Chemistry; Nanotechnology; Physics","score_opus":0.0058456523560013705,"score_gpt":0.20439823155476158,"score_spread":0.1985525791987602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023580497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5057908,0.0012257822,0.49246773,0.00007809446,0.00006321506,0.00016724285,0.000033974495,0.00010161206,0.000071509785],"genre_scores_gemma":[0.9814133,0.00054776925,0.01760288,0.00011021689,0.00006269702,0.000052072068,0.00010849824,0.00008788361,0.000014707121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835753,0.00005010285,0.000374801,0.0004508055,0.0001776764,0.00058905064],"domain_scores_gemma":[0.9994707,0.000036008605,0.00008586144,0.00021966048,0.00006521944,0.00012252327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007803825,0.0003421473,0.00045021623,0.00019658392,0.0000887956,0.000033422264,0.00018312351,0.00018021504,0.000010327835],"category_scores_gemma":[0.0000068551562,0.0003254969,0.000109348286,0.0006353889,0.00009280271,0.00020999048,0.000010155403,0.00022185463,2.6120986e-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":[0.0006544234,0.000042879692,0.000052764943,0.00010474155,0.00005098609,0.0000034086122,0.00016049237,0.0645061,0.9294988,0.0043544206,0.00023401022,0.0003369537],"study_design_scores_gemma":[0.0013802224,0.00070622173,0.00007801397,0.000080424354,0.000039664068,0.000009918147,0.000016464755,0.023044268,0.970485,0.0027611977,0.0010656712,0.0003329718],"about_ca_topic_score_codex":0.0005491125,"about_ca_topic_score_gemma":0.00015203397,"teacher_disagreement_score":0.47562242,"about_ca_system_score_codex":0.0001227471,"about_ca_system_score_gemma":0.00008530371,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W3039266595","doi":"10.1016/j.ultramic.2020.113068","title":"Automated Detection of Helium Bubbles in Irradiated X-750","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; Queen's University","funders":"Mitacs","keywords":"Inconel; Materials science; Convolutional neural network; Automation; Transmission electron microscopy; Magnification; Irradiation; Optics; Helium; Neutron; Reproducibility; Electron micrographs; Nuclear engineering; Electron microscope; Computer science; Nanotechnology; Artificial intelligence; Nuclear physics; Physics; Chemistry; Composite material; Mechanical engineering; Engineering; Atomic physics","score_opus":0.007646094929124636,"score_gpt":0.2432212132028609,"score_spread":0.23557511827373626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039266595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960571,0.000011793418,0.001448017,0.00020294508,0.000033344633,0.0001553725,0.000066085675,0.000104590545,0.0019207365],"genre_scores_gemma":[0.99939895,0.0000016476444,0.00039052352,0.0000654092,0.00006829633,0.000011199132,0.00003456667,0.000015873284,0.000013552568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946916,0.000014415663,0.00017828136,0.0001540381,0.000053542884,0.00013058684],"domain_scores_gemma":[0.99972737,0.000016377413,0.000072438546,0.00010744048,0.000027331529,0.00004904571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025255029,0.00008466048,0.00013200864,0.000026309299,0.000034677203,0.000017989136,0.00009716644,0.000024047495,0.00006014536],"category_scores_gemma":[0.0000021595495,0.000089179084,0.000044845143,0.0003146598,0.000033093467,0.000055868637,0.000014455493,0.00009231864,0.000077860466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000922376,0.00007759134,0.0032279745,0.000009425285,0.000011085051,1.0948047e-7,0.00023781083,0.00014163632,0.99146694,0.002061749,0.00018493041,0.0025715015],"study_design_scores_gemma":[0.00060437305,0.000059163584,0.021528086,0.000018556786,0.0000120645245,1.2589628e-7,0.00027640708,0.015286214,0.9580815,0.0013135887,0.0026460509,0.00017385968],"about_ca_topic_score_codex":0.0003190827,"about_ca_topic_score_gemma":0.0000035109208,"teacher_disagreement_score":0.033385452,"about_ca_system_score_codex":0.000009145869,"about_ca_system_score_gemma":0.000017535947,"threshold_uncertainty_score":0.36366174},"labels":[],"label_agreement":null},{"id":"W3047378372","doi":"10.1016/j.ultramic.2020.113092","title":"Analysis of nanoscale fluid inclusions in geomaterials by atom probe tomography: Experiments and numerical simulations","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; College of Engineering, University of Wisconsin-Madison; Mitacs","keywords":"Atom probe; Channelling; Materials science; Transmission electron microscopy; Nanoscopic scale; Electron backscatter diffraction; Electron tomography; Brittleness; Scanning transmission electron microscopy; Nanostructure; Mineralogy; Nanotechnology; Chemical physics; Chemistry; Composite material; Microstructure","score_opus":0.008339990776502118,"score_gpt":0.2603725922157346,"score_spread":0.2520326014392325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047378372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9080605,0.000092377304,0.09073551,0.00003928915,0.000047235735,0.0002397763,0.0005265459,0.00024549942,0.000013291923],"genre_scores_gemma":[0.98970187,0.00006328343,0.009772908,0.000092876886,0.000011625566,0.000025388646,0.00030151277,0.000028314616,0.0000022152876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991141,0.000028903178,0.00040617498,0.00020009292,0.00008890638,0.00016180344],"domain_scores_gemma":[0.9996743,0.00003377816,0.00006109476,0.00013367808,0.000023222325,0.00007391453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003440457,0.00014892343,0.00037678878,0.00017498374,0.000036728252,0.000027521333,0.000099123456,0.00008020298,0.00011865508],"category_scores_gemma":[0.000018579029,0.00016043682,0.000040913415,0.0007224301,0.000046733785,0.00016044239,0.000051477396,0.000043915352,0.0000013983253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013293782,0.000032482636,0.006814745,0.0000363057,0.000060244634,5.5005637e-7,0.00061515486,0.002105368,0.9902187,0.000021061805,0.000036597332,0.000045469715],"study_design_scores_gemma":[0.00017926424,0.000028255226,0.003683467,0.00001625497,0.000048588226,2.0133709e-7,0.000022789529,0.007542744,0.9877831,0.000029672461,0.00051919423,0.00014648847],"about_ca_topic_score_codex":0.000020253614,"about_ca_topic_score_gemma":0.0000012532315,"teacher_disagreement_score":0.081641406,"about_ca_system_score_codex":0.000023526312,"about_ca_system_score_gemma":0.0000056350623,"threshold_uncertainty_score":0.65424234},"labels":[],"label_agreement":null},{"id":"W3088862352","doi":"10.1016/j.ultramic.2020.113126","title":"Core hole screened electron energy loss calculations of beam damaged lithium fluoride","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lithium fluoride; Core electron; Electron; Core (optical fiber); Lithium (medication); Atomic physics; Valence (chemistry); Electromagnetic shielding; Valence electron; Range (aeronautics); Computational physics; Molecular physics; Materials science; Chemistry; Physics; Optics; Nuclear physics; Inorganic chemistry","score_opus":0.020545102357665754,"score_gpt":0.2879020325238877,"score_spread":0.2673569301662219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088862352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727789,0.00025975652,0.023516249,0.0011337847,0.00011492716,0.0002481628,0.00010811255,0.000510575,0.0013295037],"genre_scores_gemma":[0.9844689,0.0001454317,0.013537032,0.0012013095,0.000159931,0.000026027106,0.00009682498,0.00005198651,0.00031259042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979715,0.00007265346,0.00048406713,0.00053242163,0.00032356227,0.0006158361],"domain_scores_gemma":[0.99898154,0.00007701975,0.00016322565,0.00044134684,0.0001404182,0.00019644664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020798642,0.00028548713,0.00042898164,0.000086552915,0.00018067121,0.00007294526,0.0005244024,0.00015991864,0.0003011713],"category_scores_gemma":[0.00007635521,0.0002802392,0.00013010962,0.00047048522,0.00026692625,0.00022054116,0.00006606061,0.0002470396,0.000050079037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001351775,0.00008705487,0.0008923134,0.000028274388,0.000012291735,0.000005092372,0.00021031869,0.00005440966,0.9878273,0.0076057934,0.0031020287,0.00003992879],"study_design_scores_gemma":[0.0003889268,0.00060264283,0.0005407486,0.000029263594,0.000029525096,0.0000046171845,0.000028755563,0.0001661207,0.9911665,0.0005291708,0.0062366254,0.00027715904],"about_ca_topic_score_codex":0.00041566766,"about_ca_topic_score_gemma":0.000060332022,"teacher_disagreement_score":0.01168994,"about_ca_system_score_codex":0.000083281135,"about_ca_system_score_gemma":0.00017024223,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W3089171367","doi":"10.1016/j.ultramic.2020.113117","title":"Inverse modeling for quantitative X-ray microanalysis applied to 2D heterogeneous materials","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Monte Carlo method; Inverse; Imaging phantom; Range (aeronautics); Beam (structure); Microanalysis; Voxel; Homogeneous; Algorithm; Inverse problem; Computational physics; Materials science; Statistical physics; Optics; Physics; Computer science; Mathematics; Chemistry; Geometry; Statistics; Mathematical analysis","score_opus":0.028152344186409967,"score_gpt":0.3026632684290287,"score_spread":0.2745109242426187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089171367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6897792,0.000048273996,0.30783448,0.000648156,0.0001217468,0.0008631649,0.00021332347,0.00038350536,0.00010811175],"genre_scores_gemma":[0.7707884,0.000024210793,0.22473471,0.00397176,0.000114542134,0.00019963624,0.000057454356,0.00006552525,0.000043783602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976139,0.0000660682,0.00054917036,0.0008338438,0.00022160968,0.000715374],"domain_scores_gemma":[0.999023,0.00007448707,0.00014872887,0.00035630108,0.0001259169,0.0002715207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035029976,0.00036322465,0.0006123157,0.00011957708,0.00022512027,0.00027538138,0.00054302276,0.00013239434,0.00035598854],"category_scores_gemma":[0.0001045066,0.000351498,0.00014346093,0.00032623322,0.00007541732,0.00013194536,0.00007945193,0.000111082074,0.00040861158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004912789,0.000047220612,0.0000049747327,0.000056143163,0.000032762928,0.0000024632611,0.0012031023,0.0056362995,0.99037707,0.0010007803,0.0011101433,0.000037767037],"study_design_scores_gemma":[0.000367838,0.0005055758,7.646925e-7,0.000018920064,0.00007121946,0.0000017410458,0.00019346846,0.004111077,0.992726,0.00045586674,0.0011410244,0.00040645202],"about_ca_topic_score_codex":0.0000902834,"about_ca_topic_score_gemma":0.000033476867,"teacher_disagreement_score":0.08309978,"about_ca_system_score_codex":0.000108833265,"about_ca_system_score_gemma":0.000076412405,"threshold_uncertainty_score":0.9998937},"labels":[],"label_agreement":null},{"id":"W3098311332","doi":"10.1016/j.ultramic.2020.113166","title":"Extraction of 3D quantitative maps using EDS-STEM tomography and HAADF-EDS bimodal tomography","year":2020,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; University of Leeds","keywords":"Materials science; Tomography; Characterization (materials science); Tomographic reconstruction; Electron tomography; Monte Carlo method; Imaging phantom; Resolution (logic); Reconstruction algorithm; Iterative reconstruction; Biological system; Computer science; Optics; Physics; Artificial intelligence; Scanning transmission electron microscopy; Nanotechnology; Mathematics; Statistics","score_opus":0.02056437110084216,"score_gpt":0.3030469402081543,"score_spread":0.2824825691073122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098311332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97969437,0.001785625,0.016960222,0.0001972257,0.0002043627,0.00038354954,0.00012431583,0.00031148817,0.00033884883],"genre_scores_gemma":[0.89844066,0.00037651474,0.10073525,0.0003016982,0.00006692068,0.0000128495385,0.000013216726,0.000039239512,0.000013629988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813545,0.00012395212,0.0004505094,0.0005517798,0.00028032545,0.0004579659],"domain_scores_gemma":[0.99910265,0.00010175278,0.00028420938,0.0002422934,0.00011344725,0.00015562834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027641456,0.00029120393,0.00043054266,0.00023935676,0.00017365503,0.00012862615,0.00024581613,0.00015197381,0.000086858156],"category_scores_gemma":[0.000026553855,0.0002820689,0.00012415192,0.0007057388,0.00038004064,0.0004187298,0.000047546957,0.0002427147,0.000011023585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001842591,0.000079085534,0.0032850716,0.00010201245,0.000022007347,0.000004397474,0.0005720833,0.000007832962,0.99354434,0.0015989062,0.00020412308,0.00039587804],"study_design_scores_gemma":[0.00032158385,0.0007967225,0.00065004325,0.000075062184,0.000046852296,0.000015466225,0.0002204638,0.00026913607,0.9957822,0.00046060447,0.0010713208,0.00029053178],"about_ca_topic_score_codex":0.00016627848,"about_ca_topic_score_gemma":0.000011845059,"teacher_disagreement_score":0.08377503,"about_ca_system_score_codex":0.000029851675,"about_ca_system_score_gemma":0.00006378197,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W3115025840","doi":"10.1016/j.ultramic.2021.113304","title":"Electrostatic electron mirror in SEM for simultaneous imaging of top and bottom surfaces of a sample","year":2021,"lang":"en","type":"preprint","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Natural Sciences and Engineering Research Council of Canada; Technische Universiteit Delft; Gordon and Betty Moore Foundation","keywords":"Scanning electron microscope; Optics; Sample (material); Cathode ray; Electron; Electron microscope; Materials science; Electron tomography; Spherical aberration; Physics; Scanning transmission electron microscopy","score_opus":0.008442017518492759,"score_gpt":0.29992727566078237,"score_spread":0.2914852581422896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115025840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890991,0.0031618904,0.0057967203,0.00014003691,0.00014186153,0.0011401424,0.0003849447,0.000107757296,0.000027552289],"genre_scores_gemma":[0.8476166,0.00071900885,0.15127528,0.00007070148,0.000014401457,0.00008337558,0.00013221892,0.000055965684,0.000032439813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971225,0.00014439356,0.0008622967,0.0008340604,0.00026266504,0.0007740811],"domain_scores_gemma":[0.99780583,0.00079647533,0.000563873,0.00052322884,0.00023831065,0.000072252806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006282403,0.00043732135,0.0010531821,0.0002298382,0.00005961234,0.00013178465,0.00043509156,0.00024784467,0.000048036436],"category_scores_gemma":[0.0004684542,0.00045755695,0.00015050922,0.00022519329,0.00024606116,0.0001102935,0.00016105748,0.0005200711,5.277908e-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":[0.00021343959,0.0001707393,0.00436757,0.0010047688,0.000015763084,0.0000054596653,0.00088419206,0.000046598725,0.99290353,0.00022194843,0.000029559935,0.00013644158],"study_design_scores_gemma":[0.00046895156,0.00040546773,0.00033728077,0.00046564962,0.000054317497,0.000009697958,0.00017163063,0.0014002348,0.9927643,0.003478485,0.00006428538,0.00037969468],"about_ca_topic_score_codex":0.003050337,"about_ca_topic_score_gemma":0.00086459174,"teacher_disagreement_score":0.14547856,"about_ca_system_score_codex":0.0001843951,"about_ca_system_score_gemma":0.0005116247,"threshold_uncertainty_score":0.9997876},"labels":[],"label_agreement":null},{"id":"W3125895060","doi":"10.1016/j.ultramic.2021.113216","title":"Field Assisted Reactive Gas Etching of Multiple Tips Observed using FIM","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Kyushu University; Japan Society for the Promotion of Science; Alberta Innovates - Technology Futures","keywords":"Etching (microfabrication); Reactive-ion etching; Tungsten; Fabrication; Materials science; Nanotechnology; Characterization (materials science); Nitrogen gas; Trimer; Atom (system on chip); Field electron emission; Analytical Chemistry (journal); Chemistry; Metallurgy; Electron","score_opus":0.030506267748798378,"score_gpt":0.26592671570626447,"score_spread":0.23542044795746608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125895060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8523829,0.000048177233,0.14655432,0.0000151783515,0.00030476612,0.00010354103,0.00006280984,0.00034851173,0.00017979846],"genre_scores_gemma":[0.90965784,0.000043982276,0.09004342,0.00005683464,0.000042215284,0.0000064458186,0.00008576088,0.000044219014,0.000019266992],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922067,0.000032720814,0.00030318537,0.00017154556,0.000086072585,0.00018578365],"domain_scores_gemma":[0.99939805,0.00013284637,0.000086027154,0.00025205576,0.00009370303,0.000037334692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005765425,0.00014771556,0.00024404262,0.00004745532,0.000041315765,0.000033669327,0.00009644105,0.00011372567,0.00007891751],"category_scores_gemma":[0.00019127766,0.00017082259,0.000050128,0.00016128423,0.000021219079,0.0002175861,0.000028805453,0.00012828856,0.0000036655515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016140186,0.000023210723,0.001129984,0.00010996645,0.000018382088,0.000007433755,0.00016217698,0.00040269128,0.9971846,0.000017436592,0.000033702043,0.0008943053],"study_design_scores_gemma":[0.00018766572,0.000017472206,0.0012373105,0.00011310049,0.0000121419835,0.000017664472,0.00006775592,0.0029902768,0.9947595,0.00012566845,0.00030985565,0.00016156946],"about_ca_topic_score_codex":0.00004308352,"about_ca_topic_score_gemma":0.000012005321,"teacher_disagreement_score":0.057274967,"about_ca_system_score_codex":0.000065534594,"about_ca_system_score_gemma":0.000024943174,"threshold_uncertainty_score":0.6965943},"labels":[],"label_agreement":null},{"id":"W3126208837","doi":"10.1016/j.ultramic.2021.113225","title":"Assessment of the strain depth sensitivity of Moiré sampling Scanning Transmission Electron Microscopy Geometrical Phase Analysis through a comparison with Dark-Field Electron Holography","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electron holography; Lamella (surface anatomy); Materials science; Optics; Dark field microscopy; Deformation (meteorology); Transmission electron microscopy; Field (mathematics); Scanning transmission electron microscopy; Electron; Microscopy; Physics; Composite material","score_opus":0.01754871675235863,"score_gpt":0.37198369515712587,"score_spread":0.35443497840476723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126208837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6332404,0.00037919576,0.36552024,0.0001282999,0.000040471932,0.0002842004,0.00006523127,0.00008210904,0.00025983446],"genre_scores_gemma":[0.88662153,0.00014143101,0.11291373,0.00016404873,0.000021973829,0.000016179953,0.00006996872,0.0000353676,0.000015785254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99615926,0.0005905069,0.0008367366,0.0008294067,0.00069533975,0.00088876585],"domain_scores_gemma":[0.99771106,0.0004816936,0.00062741374,0.00077712676,0.0002949462,0.00010776214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010452841,0.00042807023,0.0011143952,0.000370913,0.00028974994,0.00010929586,0.0004268676,0.00022990193,0.00008306808],"category_scores_gemma":[0.00009053473,0.00032125413,0.00045952442,0.003909775,0.00034948252,0.00021239271,0.00006341205,0.0006919078,5.5675434e-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":[0.00024682924,0.00097100623,0.035086814,0.000075198914,0.0002279322,0.0000064700826,0.00026874855,0.0004142135,0.96181226,0.0004604066,0.000057183854,0.00037291975],"study_design_scores_gemma":[0.00089927873,0.0015540711,0.015950447,0.00013452358,0.00060034136,0.000019959387,0.00012742185,0.00051336753,0.97954214,0.00021377848,0.00011363696,0.00033103485],"about_ca_topic_score_codex":0.00041208984,"about_ca_topic_score_gemma":0.00034755122,"teacher_disagreement_score":0.2533811,"about_ca_system_score_codex":0.00016910971,"about_ca_system_score_gemma":0.0005014264,"threshold_uncertainty_score":0.99992394},"labels":[],"label_agreement":null},{"id":"W3156728374","doi":"10.1016/j.ultramic.2021.113287","title":"A sorter for electrons based on magnetic elements","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Horizon 2020; Deutsche Forschungsgemeinschaft; Horizon 2020 Framework Programme; FP7 Coherent Development of Research Policies","keywords":"Electron; Phase (matter); Angular momentum; Physics; Optics; Fourier transform; Electrostatic lens; Electron optics; Computational physics; Classical mechanics; Quantum mechanics","score_opus":0.005282471424511643,"score_gpt":0.2504056743528977,"score_spread":0.24512320292838605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156728374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.910385,0.0000751548,0.06252497,0.00094646,0.00077081914,0.00084111834,0.0005691296,0.0000798283,0.02380753],"genre_scores_gemma":[0.9764116,8.1236396e-7,0.0162538,0.0005894844,0.00017280378,0.00008329658,0.00029972516,0.00003452536,0.00615396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910545,0.00001694314,0.00016693155,0.00025377434,0.000108125474,0.00034879684],"domain_scores_gemma":[0.9995586,0.000057397625,0.000042214433,0.00023344695,0.00005128517,0.000057024525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000492857,0.00014189746,0.00012661818,0.000028987644,0.00008870458,0.00007325203,0.00009813574,0.000023060185,0.00086000323],"category_scores_gemma":[0.0000066218313,0.00014460162,0.0001181145,0.00009417191,0.000026602745,0.00003311521,0.0000141336795,0.00009526848,0.00009729895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010185242,0.0017141763,0.035716843,0.00006761629,0.00011653154,0.000008113552,0.00014197778,0.00018870349,0.91292685,0.020790901,0.013451573,0.014774846],"study_design_scores_gemma":[0.0021773572,0.00064420153,0.001464949,0.000042426887,0.00007468552,9.2266595e-7,0.00013060827,0.004919352,0.9342172,0.005711158,0.050181378,0.00043572005],"about_ca_topic_score_codex":0.0000064054384,"about_ca_topic_score_gemma":0.0000017365279,"teacher_disagreement_score":0.0660266,"about_ca_system_score_codex":0.000030093557,"about_ca_system_score_gemma":0.00007475242,"threshold_uncertainty_score":0.94164324},"labels":[],"label_agreement":null},{"id":"W3185880500","doi":"10.1016/j.ultramic.2021.113363","title":"Dose measurement in the TEM and STEM","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stopping power; Fluence; Electron; Cathode ray; Atomic physics; Dosimetry; Radiation; Collision; Physics; Computational physics; Optics; Irradiation; Materials science; Nuclear physics; Nuclear medicine; Computer science","score_opus":0.021891992318370683,"score_gpt":0.2774697433066956,"score_spread":0.2555777509883249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185880500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99451107,0.0013484061,0.00055090955,0.0009939348,0.00010944386,0.00021476345,0.0000057815078,0.00009816995,0.0021675404],"genre_scores_gemma":[0.9954021,0.00019015066,0.0031989743,0.0009869689,0.000035103396,0.000030095369,0.0000019486665,0.000011696296,0.00014298352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987467,0.00015600541,0.0001903726,0.00029695235,0.00029368748,0.00031628326],"domain_scores_gemma":[0.99951196,0.000046008172,0.00004220166,0.0003043744,0.000059946506,0.000035521087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083125074,0.00012544561,0.00015119853,0.000033009168,0.00009904623,0.00018520736,0.0002107401,0.000054703443,0.00008162582],"category_scores_gemma":[0.000028641161,0.00008942631,0.000027465547,0.00017821058,0.0000808913,0.00009356191,0.00003100205,0.00015564713,0.00003091373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012470304,0.00006753453,0.0009768123,0.000015315292,0.0000017520085,0.000017715587,0.00047418303,3.2791445e-7,0.9952351,0.0021404894,0.00066037057,0.000397927],"study_design_scores_gemma":[0.00022249468,0.00007885375,0.002538268,0.00003746328,0.0000058219975,0.000033935525,0.0003387915,0.0000047613285,0.9913828,0.0006710557,0.004574959,0.00011082487],"about_ca_topic_score_codex":0.000055639037,"about_ca_topic_score_gemma":0.0001954105,"teacher_disagreement_score":0.0039145886,"about_ca_system_score_codex":0.00008156488,"about_ca_system_score_gemma":0.00009311763,"threshold_uncertainty_score":0.3646699},"labels":[],"label_agreement":null},{"id":"W3195671096","doi":"10.1016/j.ultramic.2021.113374","title":"Direct measurement of the PSF for Coulomb delocalization – a reconsideration","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coulomb; Physics; Delocalized electron; Nuclear physics; Quantum mechanics","score_opus":0.012277799020709067,"score_gpt":0.30656711941771037,"score_spread":0.2942893203970013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195671096","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":[0.11415681,0.0008910253,0.88324124,0.00039546957,0.00010524836,0.000594439,0.0000790566,0.000021230522,0.00051551056],"genre_scores_gemma":[0.9769274,0.00024831845,0.021747775,0.00037900705,0.000051047184,0.000115543946,0.00013799102,0.0000190135,0.00037387907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994128,0.000025946134,0.00016517549,0.00020267013,0.000074971256,0.00011845747],"domain_scores_gemma":[0.9992794,0.0000066575108,0.00008635025,0.0002815287,0.00032919625,0.000016886752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011393862,0.00007713409,0.00008294353,0.000008262914,0.00010789188,0.000013104872,0.00008050228,0.000069210975,0.000005614614],"category_scores_gemma":[0.00011448407,0.000065796696,0.000074079166,0.000087590786,0.000046194033,0.0000024045562,0.000020362368,0.000031778392,4.6359597e-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":[0.000011658194,0.00003969271,0.00016769109,0.000014560634,0.0000125553015,2.2740378e-8,0.000009203482,0.00013011727,0.995986,0.00041803982,0.0026240642,0.0005864166],"study_design_scores_gemma":[0.00017125375,0.000052352058,0.0001216482,0.000016456383,0.000014021926,0.0000036774043,0.0000122322135,0.00006067013,0.9525426,0.00039450717,0.046538904,0.00007168205],"about_ca_topic_score_codex":0.0000039501892,"about_ca_topic_score_gemma":0.000054578057,"teacher_disagreement_score":0.8627706,"about_ca_system_score_codex":0.000025230038,"about_ca_system_score_gemma":0.00014897546,"threshold_uncertainty_score":0.2683111},"labels":[],"label_agreement":null},{"id":"W3215705480","doi":"10.1016/j.ultramic.2021.113426","title":"Crystal lattice image reconstruction from Moiré sampling scanning transmission electron microscopy","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; McMaster University","keywords":"Holography; Optics; Moiré pattern; Scanning transmission electron microscopy; Sampling (signal processing); Materials science; Aliasing; Spatial frequency; Raster graphics; Diffraction; Computer science; Physics; Scanning electron microscope; Artificial intelligence; Detector; Computer vision; Filter (signal processing)","score_opus":0.007373713077404122,"score_gpt":0.32114073657788966,"score_spread":0.3137670235004855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215705480","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5997957,0.001198258,0.3980791,0.00014944893,0.000079693826,0.00016547852,0.00008789633,0.000078723315,0.00036570427],"genre_scores_gemma":[0.29995155,0.0019184279,0.69430614,0.0005652873,0.00037314193,0.000063468506,0.0018525234,0.000108638196,0.0008608342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981692,0.000056156507,0.00035081274,0.00078381086,0.00011374991,0.00052626815],"domain_scores_gemma":[0.999056,0.00002588323,0.00013242963,0.00049932895,0.00016334797,0.00012305124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000094668234,0.00028994953,0.00023639866,0.000041898587,0.00032180204,0.00011267636,0.00021269242,0.00025303097,0.000112947775],"category_scores_gemma":[0.0000354674,0.00032882195,0.00014397266,0.00021600057,0.00013022652,0.00002195124,0.000052925283,0.0002997875,0.000016537078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075011005,0.00006806453,0.0002613454,0.0000131338475,0.000031055006,0.0000020880489,0.000036673806,0.0000250303,0.99409735,0.000056466677,0.0005732918,0.0047605094],"study_design_scores_gemma":[0.00039994987,0.0001058442,0.0001682783,0.00005721599,0.000032885193,0.000075857424,0.00007380562,0.00005178738,0.9446106,0.00092136645,0.05315705,0.0003453615],"about_ca_topic_score_codex":0.000047740938,"about_ca_topic_score_gemma":0.00002002526,"teacher_disagreement_score":0.29984415,"about_ca_system_score_codex":0.000070813614,"about_ca_system_score_gemma":0.00019126768,"threshold_uncertainty_score":0.9999164},"labels":[],"label_agreement":null},{"id":"W3216414345","doi":"10.1016/j.ultramic.2021.113435","title":"Thermal characterization of morphologically diverse copper phthalocyanine thin layers by scanning thermal microscopy","year":2021,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Thermal properties of materials","field":"Materials Science","cited_by":7,"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":"Silesian University of Technology; Institut National de la Recherche Agronomique; Providence Health Care","keywords":"Scanning thermal microscopy; Materials science; Thin film; Copper; Analytical Chemistry (journal); Surface roughness; Microscopy; Optical microscope; Surface finish; Scanning electron microscope; Nanotechnology; Optics; Composite material; Chemistry; Thermal conductivity; Metallurgy","score_opus":0.01394501287903134,"score_gpt":0.24620741055730141,"score_spread":0.23226239767827006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216414345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968043,0.00018798622,0.00013740464,0.00019549273,0.0008895981,0.0002875289,0.00067938794,0.00016395231,0.0006543262],"genre_scores_gemma":[0.99493587,0.000037198388,0.002893929,0.0008318297,0.00011716639,0.000017062139,0.00026013207,0.000062970714,0.00084383116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743694,0.00033420473,0.00065122824,0.0006130302,0.00036470758,0.00059988705],"domain_scores_gemma":[0.9986584,0.00006359045,0.0003875899,0.0005321742,0.00023349207,0.0001247151],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000520675,0.000357968,0.00054429664,0.000043174827,0.00021221398,0.00021322783,0.0005854338,0.00022337952,0.00806931],"category_scores_gemma":[0.00011164987,0.000304437,0.00011852963,0.00013676737,0.00040034522,0.00047896936,0.00023547852,0.00017224357,0.00059951935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040044525,0.00020718554,0.0008492043,0.000059524307,0.000023533627,0.000036625814,0.00059081725,0.0001517146,0.99701303,0.000016823225,0.00048860756,0.00016245889],"study_design_scores_gemma":[0.000785658,0.00018568843,0.004771583,0.000089882444,0.000030379153,0.000021756287,0.00017935663,0.000016529859,0.9928398,0.000003070448,0.0007290205,0.00034727575],"about_ca_topic_score_codex":0.00011452855,"about_ca_topic_score_gemma":0.0000012149981,"teacher_disagreement_score":0.007469791,"about_ca_system_score_codex":0.00007193007,"about_ca_system_score_gemma":0.000117010444,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W4224289831","doi":"10.1016/j.ultramic.2022.113534","title":"Phase differentiation based on x-ray energy spectrum correlation with an energy dispersive spectrometer (EDS)","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","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":"Hyperspectral imaging; Spectrometer; Pixel; Spectral line; Phase (matter); Imaging spectrometer; Optics; Resolution (logic); Energy (signal processing); Noise (video); Physics; Computational physics; Materials science; Analytical Chemistry (journal); Image (mathematics); Chemistry; Computer science; Artificial intelligence","score_opus":0.005594234607567315,"score_gpt":0.2436432818706476,"score_spread":0.2380490472630803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224289831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76933026,0.00005540506,0.2277742,0.00035124578,0.00040716626,0.0002534151,0.00014088376,0.00051393535,0.0011735052],"genre_scores_gemma":[0.99185336,0.000025653502,0.005344808,0.001261629,0.00014007885,0.00016108307,0.0005823938,0.00007808266,0.0005529403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99722064,0.00031502865,0.00033525203,0.0008084356,0.0006455134,0.0006751528],"domain_scores_gemma":[0.9988162,0.00008728662,0.0002671741,0.0006284992,0.00004573741,0.00015513759],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022790997,0.00039008085,0.00034109462,0.00033475738,0.0006296285,0.00019673671,0.00045259832,0.00008460175,0.0028924006],"category_scores_gemma":[0.000011018671,0.0003499835,0.00009863881,0.0004531187,0.00012551142,0.00032858105,0.000045412115,0.0002950439,0.000018387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012451103,0.0015061141,0.00012802947,0.000005417615,0.000012477345,0.00001571623,0.00013045208,0.0010730806,0.98527116,0.009741187,0.00041522257,0.000456058],"study_design_scores_gemma":[0.002046341,0.010592059,0.00013682617,0.000016916116,0.00004380821,0.000012526552,0.000065141605,0.018390017,0.9638026,0.0011475533,0.0032643452,0.00048190137],"about_ca_topic_score_codex":0.0003649817,"about_ca_topic_score_gemma":0.00015021718,"teacher_disagreement_score":0.22252308,"about_ca_system_score_codex":0.00047505272,"about_ca_system_score_gemma":0.00012988508,"threshold_uncertainty_score":0.9998952},"labels":[],"label_agreement":null},{"id":"W4281387599","doi":"10.1016/j.ultramic.2022.113559","title":"Electron ptychography dose reduction using Moiré sampling on periodic structures","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; McMaster University","keywords":"Ptychography; Moiré pattern; Optics; High-resolution transmission electron microscopy; Resolution (logic); Materials science; Electron; Electron microscope; Sampling (signal processing); Transmission electron microscopy; Scanning electron microscope; Physics; Computer science; Diffraction; Artificial intelligence","score_opus":0.01755083287747398,"score_gpt":0.32378009084839227,"score_spread":0.30622925797091827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281387599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520773,0.00007497191,0.04630116,0.00005467924,0.00035925175,0.0003015477,0.00007563055,0.00024705933,0.000508367],"genre_scores_gemma":[0.9562333,0.0000029245705,0.04321177,0.00007506354,0.00023105173,0.000047336413,0.000102760576,0.00004998524,0.000045788605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987121,0.000061845865,0.00020751695,0.000414799,0.00020385192,0.00039986792],"domain_scores_gemma":[0.99940455,0.000023749973,0.00014370553,0.0003450384,0.000031070416,0.0000518692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000099644654,0.00022509026,0.00018214513,0.00018762486,0.00073495123,0.00008816153,0.00023294888,0.00002419282,0.0003018335],"category_scores_gemma":[0.000003307198,0.00024941904,0.00012456374,0.00034332232,0.000087414686,0.00013849995,0.00005696944,0.0005248041,0.0000034490035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007161274,0.00010412493,0.0035987983,0.000005762778,0.000034622968,7.079999e-7,0.00034795172,0.006696315,0.97911793,0.0056787306,0.00026417963,0.004079247],"study_design_scores_gemma":[0.0007332019,0.00036286845,0.0013559306,0.00003182747,0.000056317378,0.000022308157,0.0010732523,0.0004943534,0.9100739,0.06990971,0.015145708,0.00074065157],"about_ca_topic_score_codex":0.00015102021,"about_ca_topic_score_gemma":2.686311e-7,"teacher_disagreement_score":0.06904407,"about_ca_system_score_codex":0.00014140976,"about_ca_system_score_gemma":0.000056251003,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4283385962","doi":"10.1016/j.ultramic.2022.113579","title":"The effect of secondary electrons on radiolysis as observed by in liquid TEM: The role of window material and electrical bias","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","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":"University of Toronto","funders":"Deutsche Forschungsgemeinschaft; Max-Planck-Gesellschaft; Joachim Herz Stiftung","keywords":"Electron; Materials science; Secondary electrons; Cathode ray; Chemical physics; Molecular physics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Physics","score_opus":0.003011710066036273,"score_gpt":0.25302996856847787,"score_spread":0.2500182585024416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283385962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681604,0.0022742432,0.00009890334,0.00010829675,0.00002183226,0.00044944676,0.000103916616,0.000009142355,0.00011815658],"genre_scores_gemma":[0.99868655,0.0006304418,0.00012425207,0.00008818538,0.000019025736,0.00020375485,0.00013100584,0.00002077274,0.00009603503],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99893427,0.00019881249,0.00024671067,0.0002544891,0.000098715245,0.00026702145],"domain_scores_gemma":[0.9993793,0.00011098584,0.00013833484,0.00032944244,0.000016291557,0.00002565669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031384412,0.00014345853,0.00018958584,0.000028406097,0.00022781067,0.000013874316,0.00030235798,0.00006704329,0.000014578135],"category_scores_gemma":[0.00003956826,0.0000973014,0.00007187406,0.00018948871,0.000159526,0.000002699855,0.0000786214,0.0002395974,3.6302896e-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":[0.0010261524,0.000043618595,0.00083230773,0.000005017557,0.000025098157,1.4852492e-7,0.000018047645,0.000012017209,0.9955443,0.0002126265,0.00041036925,0.0018702715],"study_design_scores_gemma":[0.00033963888,0.0037136127,0.00015584129,0.000003349105,0.00001550176,0.000010683019,0.000029981418,0.000009425871,0.9675831,0.00016902544,0.027878614,0.000091226066],"about_ca_topic_score_codex":0.00007946981,"about_ca_topic_score_gemma":0.000011506901,"teacher_disagreement_score":0.027961224,"about_ca_system_score_codex":0.00003197099,"about_ca_system_score_gemma":0.0000610315,"threshold_uncertainty_score":0.3967836},"labels":[],"label_agreement":null},{"id":"W4288046003","doi":"10.1016/j.ultramic.2022.113592","title":"Field dependent study on the impact of co-evaporated multihits and ion pile-up for the apparent stoichiometric quantification of GaN and AlN","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Ion; Atom probe; Evaporation; Pile; Stoichiometry; Materials science; Electrode; Field (mathematics); Nitride; Analytical Chemistry (journal); Chemistry; Chemical physics; Composite material; Physics; Physical chemistry; Geology; Microstructure; Thermodynamics","score_opus":0.028492732852628305,"score_gpt":0.3242451755929321,"score_spread":0.29575244274030377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288046003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97447985,0.00006719273,0.023892252,0.000020965392,0.00012120395,0.0011083941,0.0002491753,0.000055069468,0.0000058902483],"genre_scores_gemma":[0.9995703,0.00008266698,0.0001168444,0.0000097533575,0.000009082383,0.00013963692,0.00004553703,0.000018565319,0.0000076203505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994016,0.000048894868,0.00023312995,0.000120826495,0.000106073756,0.00008942619],"domain_scores_gemma":[0.9992435,0.0003726327,0.0001293995,0.00019770552,0.000041611565,0.000015146349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026399447,0.00010102317,0.0001456227,0.00011753365,0.000109481276,0.000022354994,0.0001118226,0.000023661441,0.000021105123],"category_scores_gemma":[0.000080024445,0.0000662681,0.000021781936,0.00022879486,0.00002857434,0.000044022752,0.00001931067,0.00007737127,1.8440316e-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":[0.00010701744,0.00008266987,0.0019542167,0.000031796666,0.000033728113,7.74828e-8,0.00095621124,0.0025233435,0.99349195,0.000030360408,0.00007377322,0.00071487617],"study_design_scores_gemma":[0.00032897943,0.00069296797,0.021963816,0.000008893218,0.000015958063,0.0000012245745,0.00096993183,0.0027102714,0.9731721,0.000033858098,0.00002958902,0.00007238678],"about_ca_topic_score_codex":0.00003193323,"about_ca_topic_score_gemma":0.0000016050835,"teacher_disagreement_score":0.025090437,"about_ca_system_score_codex":0.000032817476,"about_ca_system_score_gemma":0.000008572887,"threshold_uncertainty_score":0.27023348},"labels":[],"label_agreement":null},{"id":"W4296142922","doi":"10.1016/j.ultramic.2022.113623","title":"Line-rotated remapping for high-resolution electron backscatter diffraction","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":13,"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":"Science and Technology Innovation Plan Of Shanghai Science and Technology Commission; Ministry of Science and Technology of the People's Republic of China; Chinese Academy of Sciences","keywords":"Electron backscatter diffraction; Optics; Orientation (vector space); Rotation (mathematics); Diffraction; Line (geometry); Nanoindentation; Normalization (sociology); Materials science; Physics; Resolution (logic); Kikuchi line; Lattice (music); Computer science; Electron diffraction; Geometry; Mathematics; Artificial intelligence; Acoustics","score_opus":0.010385449937004104,"score_gpt":0.25010793964119044,"score_spread":0.23972248970418633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296142922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8584865,0.00007246788,0.13760887,0.00012211532,0.0005364327,0.0006390164,0.0000590776,0.0019473422,0.0005282224],"genre_scores_gemma":[0.81166005,0.000010335684,0.18754351,0.00008498582,0.00011074234,0.0003102319,0.00016142173,0.00007637738,0.00004234636],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894834,0.000038972983,0.00023824246,0.00025557762,0.00013227621,0.0003865708],"domain_scores_gemma":[0.9995074,0.00010983683,0.00006461532,0.00023198556,0.000049334714,0.000036813104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020149341,0.00018339262,0.00016619405,0.00013382545,0.00026294697,0.000039057613,0.00017095085,0.000061269115,0.000056491343],"category_scores_gemma":[0.00004902687,0.00022340128,0.000056220757,0.00025280906,0.000029589792,0.00013784406,0.000031564137,0.0003521096,0.000011186833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003430355,0.000024208475,0.00031328163,0.00004602795,0.000021338336,9.409419e-7,0.00006350964,0.0014089008,0.9940301,0.001089703,0.0027157655,0.00025188204],"study_design_scores_gemma":[0.00086293375,0.00048750918,0.004826141,0.000051006537,0.00004501451,0.00005778347,0.00005440569,0.010285149,0.9331982,0.045749202,0.0037253865,0.00065723044],"about_ca_topic_score_codex":0.000060490933,"about_ca_topic_score_gemma":0.000005054828,"teacher_disagreement_score":0.0608319,"about_ca_system_score_codex":0.0005420105,"about_ca_system_score_gemma":0.000019825073,"threshold_uncertainty_score":0.91100395},"labels":[],"label_agreement":null},{"id":"W4386280138","doi":"10.1016/j.ultramic.2023.113842","title":"Relation between sampling, sensitivity and precision in strain mapping using the Geometric Phase Analysis method in Scanning Transmission Electron Microscopy","year":2023,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); McMaster University","funders":"Basic Energy Sciences; McMaster University; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canada Foundation for Innovation; U.S. Department of Energy","keywords":"Sensitivity (control systems); Scanning transmission electron microscopy; Characterization (materials science); Optics; Fourier transform; Sampling (signal processing); Phase (matter); Noise (video); Materials science; Physics; Biological system; Mathematics; Computer science; Transmission electron microscopy; Mathematical analysis; Artificial intelligence; Image (mathematics); Engineering; Electronic engineering","score_opus":0.0815387961287503,"score_gpt":0.407344989326119,"score_spread":0.3258061931973687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386280138","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":[0.4875182,0.000048381633,0.5120247,0.000105343475,0.00002077398,0.00018345632,0.0000030666622,0.00007829838,0.000017786566],"genre_scores_gemma":[0.8158109,0.000052536045,0.18406008,0.000025700394,0.000014425398,0.000005468833,0.00001684205,0.000008743053,0.0000052920886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978658,0.00041135793,0.00045689577,0.00053500285,0.00027767482,0.00045328098],"domain_scores_gemma":[0.9988189,0.00066798896,0.00011586499,0.00028444253,0.00004998845,0.00006282315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00363821,0.00018809657,0.00034277327,0.0016672307,0.00015484642,0.00023624019,0.0002809277,0.00013243406,0.000002327911],"category_scores_gemma":[0.00016858797,0.0001542627,0.00007795044,0.006540702,0.000047683458,0.00046291942,0.000076165976,0.0004074921,0.00000192795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012851673,0.00003537989,0.043928478,0.000012222609,0.000021012405,0.0000029551159,0.0009286839,0.00066074665,0.9186633,0.00007985975,0.0000030418917,0.035651423],"study_design_scores_gemma":[0.00062275876,0.00016854593,0.21702337,0.00026044203,0.000055816574,0.0000027740884,0.00011512558,0.32618293,0.45404428,0.0011800111,0.000051066134,0.0002928743],"about_ca_topic_score_codex":0.00021702323,"about_ca_topic_score_gemma":0.00003585228,"teacher_disagreement_score":0.46461907,"about_ca_system_score_codex":0.00015923998,"about_ca_system_score_gemma":0.000043946824,"threshold_uncertainty_score":0.62906504},"labels":[],"label_agreement":null},{"id":"W4388599359","doi":"10.1016/j.ultramic.2023.113884","title":"Prediction of primary knock-on damage during electron microscopy characterization of lithium-containing materials","year":2023,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Characterization (materials science); Materials science; Lithium (medication); Monte Carlo method; Ion; Electron; Electron microscope; Molecular physics; Atomic physics; Nanotechnology; Chemistry; Physics; Optics; Nuclear physics","score_opus":0.011612036511832362,"score_gpt":0.26522072977683575,"score_spread":0.2536086932650034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388599359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683785,0.000021753367,0.00045541453,0.00004635929,0.00042203636,0.00055492175,0.00049320195,0.00062968873,0.00053878594],"genre_scores_gemma":[0.99742776,0.00024651716,0.0010850237,0.00006945865,0.00012516454,0.000053289525,0.00048572946,0.00006824228,0.0004387994],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975244,0.00015073837,0.00081248936,0.0005198652,0.0003602196,0.0006323264],"domain_scores_gemma":[0.9987211,0.00006890414,0.0005196001,0.0004958033,0.00012736068,0.0000672228],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067136734,0.00030444856,0.0005886971,0.00037174253,0.00015529325,0.00007526134,0.00036739965,0.00019837527,0.0001903258],"category_scores_gemma":[0.000055407745,0.0003061069,0.000088364475,0.0005627051,0.0001664176,0.00033744663,0.00006945563,0.0001847017,0.00007524691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055508775,0.000112218426,0.0016310039,0.00029752566,0.000014066051,0.0000029518396,0.00041434905,0.000004532468,0.99645805,0.0004000664,0.000071673996,0.00003845229],"study_design_scores_gemma":[0.0005068044,0.0009219616,0.040703695,0.0002727719,0.00002257422,0.000005064526,0.000022239325,0.0000071153067,0.9570588,0.00014331745,0.00013808766,0.00019757064],"about_ca_topic_score_codex":0.000053407082,"about_ca_topic_score_gemma":0.0000020558577,"teacher_disagreement_score":0.039399274,"about_ca_system_score_codex":0.00018442559,"about_ca_system_score_gemma":0.00010979884,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W4389410115","doi":"10.1016/j.ultramic.2023.113902","title":"Multi-exposure diffraction pattern fusion applied to enable wider-angle transmission Kikuchi diffraction with direct electron detectors","year":2023,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electron backscatter diffraction; Diffraction; Optics; Materials science; Selected area diffraction; Detector; Transmission electron microscopy; Electron diffraction; Scanning electron microscope; Reflection high-energy electron diffraction; Kikuchi line; Physics","score_opus":0.0061322320520195645,"score_gpt":0.2823681477637412,"score_spread":0.2762359157117216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389410115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7547543,0.00007794192,0.24366997,0.00016448445,0.000053297095,0.00077290717,0.000033718028,0.00029060445,0.00018277246],"genre_scores_gemma":[0.98567575,0.00051158795,0.010871095,0.00036691985,0.00013090471,0.00034307424,0.0006686133,0.00010038658,0.0013316388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99817705,0.00003494001,0.00026126896,0.00074686774,0.00017117416,0.00060867093],"domain_scores_gemma":[0.99917054,0.000019816745,0.000122034566,0.000465525,0.00006682429,0.00015523785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011832766,0.0003303689,0.00022935939,0.00012635192,0.0003437448,0.000056536795,0.00020301236,0.00022955166,0.000021618258],"category_scores_gemma":[0.000012724956,0.00029483615,0.0000840529,0.00049551006,0.000046318088,0.000015320036,0.000040937175,0.00024322321,0.000050554845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022363354,0.0001405994,0.0006695998,0.00002173244,0.00002190949,0.0000013751297,0.00006013585,0.0005160814,0.983014,0.0000028818806,0.0010667283,0.014261321],"study_design_scores_gemma":[0.0005648357,0.00070545735,0.0033892305,0.000028406526,0.000024050903,0.000010505796,0.000048342732,0.00010596254,0.9209228,0.00001965862,0.07381878,0.00036193916],"about_ca_topic_score_codex":0.00007961891,"about_ca_topic_score_gemma":0.00009197819,"teacher_disagreement_score":0.23279887,"about_ca_system_score_codex":0.000083206854,"about_ca_system_score_gemma":0.000053876916,"threshold_uncertainty_score":0.99995035},"labels":[],"label_agreement":null},{"id":"W4394687987","doi":"10.1016/j.ultramic.2024.113967","title":"Secondary-electron imaging of bulk crystalline specimens in an aberration corrected STEM","year":2024,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Division of Materials Sciences and Engineering; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Brookhaven National Laboratory; Office of Science; U.S. Department of Energy","keywords":"Spherical aberration; Contrast transfer function; Materials science; Scanning transmission electron microscopy; Electron microscope; Optics; Physics","score_opus":0.005526652866283884,"score_gpt":0.3085740563730091,"score_spread":0.3030474035067252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394687987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95214415,0.0016323279,0.04515162,0.00008447299,0.000067923174,0.00028878424,0.00006684398,0.00007469966,0.00048919517],"genre_scores_gemma":[0.9928626,0.00027705135,0.0053659235,0.000085839965,0.00008452972,0.00003336141,0.00050387497,0.000037670605,0.0007491708],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989939,0.000026613296,0.00027088737,0.00039031,0.00006122088,0.00025708138],"domain_scores_gemma":[0.99956524,0.000009612488,0.000055604207,0.00027331588,0.000055970926,0.000040261046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100736666,0.00015010865,0.00013509186,0.000077161225,0.000040817187,0.000039269744,0.0001416859,0.00008622273,0.00003334057],"category_scores_gemma":[0.0000046518817,0.00015870701,0.000048080914,0.00019478296,0.000069294045,0.000012237004,0.000022962706,0.0001794099,0.000003983302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034743563,0.0000635558,0.00035101874,0.000026979946,0.0000074823715,0.0000014275327,0.00006314848,0.00009336319,0.99575454,0.00029509267,0.0007104531,0.002598196],"study_design_scores_gemma":[0.00016574343,0.0002092245,0.00031432702,0.000035928173,0.000007506137,0.000013903885,0.000041683925,0.0007094257,0.98158604,0.0003035543,0.016452618,0.00016003006],"about_ca_topic_score_codex":0.000022545306,"about_ca_topic_score_gemma":0.00009272341,"teacher_disagreement_score":0.040718447,"about_ca_system_score_codex":0.000047402234,"about_ca_system_score_gemma":0.00010426127,"threshold_uncertainty_score":0.6471884},"labels":[],"label_agreement":null},{"id":"W4395052306","doi":"10.1016/j.ultramic.2024.113977","title":"Elemental quantification using electron energy-loss spectroscopy with a low voltage scanning transmission electron microscope (STEM-EELS)","year":2024,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","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","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Scanning transmission electron microscopy; Low-voltage electron microscope; Conventional transmission electron microscope; Electron energy loss spectroscopy; Scanning electron microscope; Energy filtered transmission electron microscopy; Materials science; Electron beam-induced deposition; Spectroscopy; Energy-dispersive X-ray spectroscopy; Transmission electron microscopy; Electron microscope; Analytical Chemistry (journal); Electron; Electron tomography; Optics; Chemistry; Nanotechnology; Physics","score_opus":0.008747844371117268,"score_gpt":0.2859015673853847,"score_spread":0.27715372301426744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395052306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7518438,0.0034857087,0.2416218,0.00019622741,0.00035464347,0.0006459172,0.000057779933,0.001387934,0.00040619005],"genre_scores_gemma":[0.9693439,0.0007672388,0.027694842,0.0003072219,0.0003181045,0.000114407325,0.00015882979,0.0002721084,0.001023325],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99436307,0.00019333023,0.00089415384,0.001761573,0.00078269304,0.002005173],"domain_scores_gemma":[0.9984196,0.00009773245,0.00027514415,0.00077368383,0.00013396308,0.0002998741],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00075036625,0.00091371307,0.00072561693,0.0005001459,0.0006872971,0.0012022627,0.0007744413,0.00032767092,0.0003831053],"category_scores_gemma":[0.0000079054325,0.000798368,0.00023332392,0.0011515394,0.00038559834,0.0010044171,0.000055201483,0.00074754324,0.000117882984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004938473,0.00022996315,0.00022741628,0.00022928337,0.000052131545,0.000056839897,0.0003566097,0.000051621864,0.9930826,0.0038433983,0.0008334095,0.00054291997],"study_design_scores_gemma":[0.0005590495,0.0013167489,0.000036731915,0.0008127827,0.00012817037,0.0002048332,0.00006937486,0.0018944739,0.9852501,0.00049119274,0.008277156,0.0009593755],"about_ca_topic_score_codex":0.00055758335,"about_ca_topic_score_gemma":0.00009759955,"teacher_disagreement_score":0.21750012,"about_ca_system_score_codex":0.0011466525,"about_ca_system_score_gemma":0.000706327,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W4401741377","doi":"10.1016/j.ultramic.2024.114034","title":"The impact of electric field strength on the accuracy of boron dopant quantification in silicon using atom probe tomography","year":2024,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization 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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; McMaster University","keywords":"Atom probe; Boron; Silicon; Dopant; Electric field; Materials science; Atom (system on chip); Tomography; Field (mathematics); Molecular physics; Atomic physics; Doping; Chemistry; Optoelectronics; Physics; Nanotechnology; Optics; Nuclear physics; Computer science; Mathematics","score_opus":0.012308434758750653,"score_gpt":0.2999513784627446,"score_spread":0.28764294370399396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401741377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891555,0.0003071626,0.009815058,0.00003022709,0.00011891975,0.00036186338,0.000027561113,0.00014112519,0.00004263041],"genre_scores_gemma":[0.9989743,0.0005005089,0.00044552234,0.000005678739,0.000018185785,0.000019750605,0.00000968226,0.000024524314,0.0000017986405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992805,0.000037071022,0.00032756312,0.00011872072,0.00008078005,0.00015537653],"domain_scores_gemma":[0.99915516,0.00046788534,0.00008274061,0.00025237695,0.000029343071,0.000012495612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017095012,0.000121047655,0.00013716111,0.00013333389,0.00003319867,0.00005303067,0.00015637396,0.000058003854,0.000009843564],"category_scores_gemma":[0.00008014538,0.00007350859,0.00006453495,0.00047039194,0.00002513236,0.00012469655,0.000007021344,0.00013144365,0.0000010984226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022677723,0.000019607804,0.00034692758,0.00007867947,0.000016382042,2.838108e-7,0.00016781184,0.0009049938,0.9950129,0.0010581245,0.000028666498,0.0023429617],"study_design_scores_gemma":[0.00003988557,0.000075738586,0.0027944536,0.00017461494,0.000005438671,0.0000010546311,0.000020325466,0.0074947993,0.98884565,0.00041231856,0.000063678635,0.00007207329],"about_ca_topic_score_codex":0.00008759114,"about_ca_topic_score_gemma":0.000003202192,"teacher_disagreement_score":0.009818896,"about_ca_system_score_codex":0.000059576752,"about_ca_system_score_gemma":0.000028955907,"threshold_uncertainty_score":0.29975933},"labels":[],"label_agreement":null},{"id":"W4401742466","doi":"10.1016/j.ultramic.2024.114035","title":"Differential phase contrast STEM image calculation software – Magnifier","year":2024,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Russian Science Foundation","keywords":"Phase contrast microscopy; Contrast (vision); Software; Scanning transmission electron microscopy; Computer science; Differential (mechanical device); Phase (matter); Image contrast; Optics; Transmission (telecommunications); Transmission electron microscopy; Materials science; Artificial intelligence; Physics; Operating system; Telecommunications","score_opus":0.009030975257971929,"score_gpt":0.3010576735306663,"score_spread":0.2920266982726944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401742466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77819437,0.00043964386,0.21777292,0.00016823884,0.0008585446,0.00037577,0.00016944765,0.0014992682,0.0005218039],"genre_scores_gemma":[0.9851478,0.000068188056,0.012533308,0.00014472385,0.00026243075,0.000047692592,0.000082615246,0.00006184714,0.0016514192],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982372,0.00006695127,0.00033310798,0.00055335445,0.00026272328,0.0005466954],"domain_scores_gemma":[0.99937844,0.00007950257,0.00005674194,0.0003107703,0.00006320999,0.00011133001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016256401,0.00027247219,0.00026487553,0.00011508249,0.00015833676,0.0006443355,0.00025113957,0.0001375676,0.0018700124],"category_scores_gemma":[0.000019129227,0.0002373596,0.00011903466,0.00019051337,0.00013096232,0.00039465056,0.000033584067,0.0002484608,0.00060346274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006898243,0.00011892575,0.000049662318,0.0000781333,0.0000102774075,0.000027336206,0.00014889293,4.492288e-7,0.99068373,0.0022801259,0.0041958964,0.002337564],"study_design_scores_gemma":[0.00048541673,0.0002590681,0.00007233443,0.00010270205,0.00003863377,0.000021194153,0.000015338408,0.0003598184,0.9922562,0.0005006914,0.005612115,0.00027645155],"about_ca_topic_score_codex":0.000044437904,"about_ca_topic_score_gemma":0.000009778919,"teacher_disagreement_score":0.2069534,"about_ca_system_score_codex":0.00013551663,"about_ca_system_score_gemma":0.000091878304,"threshold_uncertainty_score":0.9990424},"labels":[],"label_agreement":null},{"id":"W4405149949","doi":"10.1016/j.ultramic.2024.114093","title":"Workflow automation of SEM acquisitions and feature tracking","year":2024,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Medicago (Canada); McGill University","funders":"Faculty of Engineering, McGill University","keywords":"Magnification; Workflow; Computer science; Artificial intelligence; Image stitching; Computer vision; Feature (linguistics); Automation; Segmentation; Microscope; Sample (material); Pattern recognition (psychology); Optics; Engineering; Physics","score_opus":0.004642816319899606,"score_gpt":0.30958177088502564,"score_spread":0.30493895456512604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405149949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72198635,0.005546413,0.2708677,0.0005072821,0.00008265328,0.00027337443,0.00010662976,0.00012152191,0.0005080591],"genre_scores_gemma":[0.95195556,0.00071059767,0.04628361,0.0001019402,0.000074961594,0.000024754509,0.000169659,0.000019472685,0.00065946666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994891,0.000009539025,0.00010623062,0.00022475976,0.000040505034,0.0001298424],"domain_scores_gemma":[0.9997421,0.000010047439,0.000029011959,0.00015788621,0.000032679967,0.000028262433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050298164,0.00009346314,0.00007716224,0.000036600057,0.00006251219,0.0000392602,0.00006598351,0.00010521025,0.000011053666],"category_scores_gemma":[0.0000076064193,0.0000915512,0.000041497227,0.00012407424,0.00007106373,0.000006932416,0.000019806856,0.000083870735,0.0000034336601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005950654,0.000014027633,0.00007667514,0.00003490133,0.000012122891,3.356353e-7,0.000037019527,0.0000133609565,0.9873152,0.00081741705,0.0024845405,0.009188461],"study_design_scores_gemma":[0.000056151173,0.00007024407,0.00029150114,0.000056015575,0.00001292967,0.00001944009,0.000016799182,0.0001435578,0.9610544,0.0008477394,0.03733707,0.00009415855],"about_ca_topic_score_codex":0.0000022956958,"about_ca_topic_score_gemma":0.000002931062,"teacher_disagreement_score":0.22996919,"about_ca_system_score_codex":0.000009963259,"about_ca_system_score_gemma":0.000023291022,"threshold_uncertainty_score":0.37333494},"labels":[],"label_agreement":null},{"id":"W4407289236","doi":"10.1016/j.ultramic.2025.114115","title":"Erratum to \"The impact of electric field strength on the accuracy of boron dopant quantification in silicon using atom probe tomography\"","year":2025,"lang":"en","type":"erratum","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","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":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Atom probe; Dopant; Boron; Silicon; Electric field; Materials science; Atom (system on chip); Field (mathematics); Field strength; Tomography; Molecular physics; Atomic physics; Analytical Chemistry (journal); Optoelectronics; Nanotechnology; Doping; Chemistry; Optics; Physics; Computer science; Nuclear physics; Mathematics; Chromatography","score_opus":0.012731580491562849,"score_gpt":0.29825799501283234,"score_spread":0.2855264145212695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407289236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601298,0.0008392661,0.025926745,0.00022620702,0.0064731035,0.0037124883,0.0007119099,0.00043159246,0.0015489013],"genre_scores_gemma":[0.99688244,0.0009563885,0.0010398466,0.000070640745,0.000163548,0.00011788971,0.0002924588,0.00008835332,0.00038841396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834055,0.00009373332,0.0007462441,0.00030812706,0.0001894625,0.00032187527],"domain_scores_gemma":[0.99836636,0.00033036954,0.0003896112,0.00076470146,0.00011740223,0.00003154755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023302855,0.00037952556,0.00053383043,0.0005051283,0.000051175597,0.000056608904,0.0005450031,0.0003457475,0.000022436221],"category_scores_gemma":[0.00029133874,0.00026294004,0.00016004508,0.0010740834,0.000028982273,0.000111366324,0.0000300379,0.0006077692,0.0000016226725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054476666,0.000060290724,0.00009161619,0.0003256245,0.000044257355,4.1092665e-7,0.00020123988,0.001573203,0.9665157,0.00013048785,0.0302948,0.00070787076],"study_design_scores_gemma":[0.00008305201,0.000161317,0.001818918,0.0010108007,0.000024205405,9.1377547e-7,0.000022530565,0.0012639526,0.9933099,0.00014406706,0.0019265518,0.00023377071],"about_ca_topic_score_codex":0.00034752424,"about_ca_topic_score_gemma":0.00002435664,"teacher_disagreement_score":0.036752675,"about_ca_system_score_codex":0.00018767743,"about_ca_system_score_gemma":0.00017098538,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W4411330807","doi":"10.1016/j.ultramic.2025.114197","title":"Can low energy (1–20 eV) electron microscopy produce damage-free images of biological samples?","year":2025,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Electron microscope; Microscopy; Low-energy electron microscopy; Energy (signal processing); Energy filtered transmission electron microscopy; Biological specimen; Materials science; Optics; Chemistry; Physics; Scanning transmission electron microscopy","score_opus":0.008820258746262136,"score_gpt":0.2875886443145029,"score_spread":0.27876838556824074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411330807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858825,0.0011285249,0.0069090114,0.001887192,0.00056613586,0.00052206864,0.0002944665,0.0006559929,0.0021541074],"genre_scores_gemma":[0.96556646,0.0006329859,0.030168619,0.0012051307,0.00015436321,0.00010472046,0.00012242606,0.000056963614,0.0019883623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99653447,0.00023741875,0.0007388086,0.001055444,0.00029929623,0.0011345928],"domain_scores_gemma":[0.9977944,0.00018869109,0.00030758796,0.0013648252,0.00021895992,0.00012554874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005546614,0.0005143916,0.0007513436,0.00029011222,0.0002513064,0.00016715017,0.0015045721,0.0003013317,0.00021698796],"category_scores_gemma":[0.00030939074,0.00045035323,0.00018242984,0.00071043335,0.0007110671,0.00017943484,0.00018797156,0.00035717824,0.000018184839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020193441,0.0002982615,0.0020597025,0.000084463165,0.000023682516,0.000004358213,0.00006649692,0.0000024182318,0.97422284,0.0075004273,0.01534589,0.00018951244],"study_design_scores_gemma":[0.0005879412,0.0006043244,0.0011330366,0.00013835273,0.000031211122,0.000007036292,0.00002742665,0.0000048017523,0.98217404,0.008792408,0.0060910876,0.00040832456],"about_ca_topic_score_codex":0.00093712594,"about_ca_topic_score_gemma":0.00023157777,"teacher_disagreement_score":0.023259608,"about_ca_system_score_codex":0.00023871566,"about_ca_system_score_gemma":0.00042918624,"threshold_uncertainty_score":0.99979484},"labels":[],"label_agreement":null},{"id":"W4412053359","doi":"10.1016/j.ultramic.2025.114202","title":"High-energy resolution monochromated STEM-EELS mapping across large areas","year":2025,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Office of Naval Research Global; Canada Foundation for Innovation; Ontario Research Foundation; McMaster University; University of Iowa","keywords":"High resolution; Resolution (logic); Materials science; Remote sensing; Geology; Computer science","score_opus":0.005906323851123985,"score_gpt":0.30594313909581844,"score_spread":0.30003681524469444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412053359","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":[0.39795497,0.00089767645,0.59997547,0.00017400442,0.000101774705,0.00020203173,0.00015240429,0.00013039605,0.00041126413],"genre_scores_gemma":[0.9782113,0.00065885996,0.013836438,0.0009417071,0.00008913523,0.0001370937,0.0006795617,0.000036968035,0.00540896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984051,0.000038194372,0.00030322062,0.0005398595,0.00007395589,0.0006396717],"domain_scores_gemma":[0.9991621,0.000010960654,0.00010840354,0.0005563966,0.00010201206,0.000060126113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014401428,0.00023208698,0.00019818198,0.00005337396,0.00039374677,0.0000607004,0.00029179588,0.0002449738,0.000010949123],"category_scores_gemma":[0.000014524502,0.00024852724,0.00009112175,0.0003201207,0.0000977187,0.0000082875395,0.00014175379,0.00012819137,0.000010036049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042207386,0.00008548659,0.00031515706,0.000016499385,0.000034516805,7.1613124e-7,0.000019200157,0.00004104575,0.9826408,0.009013382,0.006522127,0.0012688515],"study_design_scores_gemma":[0.0004146397,0.00006497371,0.0004182378,0.00003773818,0.000008714538,0.0000050502185,0.00007368452,0.0000642331,0.85065424,0.0012011355,0.1468485,0.00020885542],"about_ca_topic_score_codex":0.00007827688,"about_ca_topic_score_gemma":0.000051823055,"teacher_disagreement_score":0.586139,"about_ca_system_score_codex":0.000069147914,"about_ca_system_score_gemma":0.00007603932,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4412441975","doi":"10.1016/j.ultramic.2025.114209","title":"Preface to the Proceedings of the Thirteenth International Workshop on Low Energy Electron Microscopy and Photoemission Electron Microscopy (LEEM/PEEM 13)","year":2025,"lang":"en","type":"editorial","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Photoemission electron microscopy; Low-energy electron microscopy; Electron microscope; Microscopy; Materials science; Physics; Condensed matter physics; Nanotechnology; Optics","score_opus":0.003706233619429234,"score_gpt":0.28278447794203615,"score_spread":0.2790782443226069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412441975","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":[0.479984,0.0035293754,0.0011396814,0.0058404715,0.49271908,0.005325323,0.0016215853,0.0010901218,0.008750356],"genre_scores_gemma":[0.22307818,0.031071778,0.019645436,0.01331282,0.5167683,0.0035188193,0.0018115627,0.0019121297,0.18888098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9935778,0.00016825408,0.0011485736,0.0019338817,0.001621936,0.0015495509],"domain_scores_gemma":[0.99629414,0.00067481125,0.0009978221,0.0010850958,0.0007191765,0.00022896811],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010818901,0.0012397021,0.0011332995,0.0003989311,0.00071153336,0.0008582523,0.0035430728,0.0013147739,0.00013607419],"category_scores_gemma":[0.0007621867,0.0008340402,0.00036142967,0.0009196474,0.00050743,0.00027439397,0.00063524186,0.0021652551,0.00003330286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006448326,0.00015182921,0.000020039975,0.00010691488,0.000044521537,5.415003e-7,0.00019326748,0.0000033477033,0.53894544,0.00029337857,0.45951173,0.000084168285],"study_design_scores_gemma":[0.00040588478,0.0004722407,0.000017679718,0.0012642371,0.000079054706,0.0000034283937,0.00003723892,0.000009070071,0.6181932,0.00021513554,0.37883267,0.00047017934],"about_ca_topic_score_codex":0.00042958025,"about_ca_topic_score_gemma":0.00017472083,"teacher_disagreement_score":0.25690582,"about_ca_system_score_codex":0.0009359319,"about_ca_system_score_gemma":0.0010100934,"threshold_uncertainty_score":0.9999817},"labels":[],"label_agreement":null},{"id":"W4413884144","doi":"10.1016/j.ultramic.2025.114229","title":"Substrate matters: Coupled phonon modes of a spherical particle on a substrate probed with EELS","year":2025,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Defense; U.S. Department of Energy; Canada Research Chairs; Office of Science; Materials Sciences and Engineering Division","keywords":"Substrate (aquarium); Phonon; Particle (ecology); Materials science; Condensed matter physics; Molecular physics; Nanotechnology; Chemical physics; Chemistry; Crystallography; Physics; Geology","score_opus":0.006511054083566195,"score_gpt":0.22098724523807717,"score_spread":0.21447619115451097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413884144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894259,0.00008386961,0.008950861,0.00021704123,0.000054515498,0.00018648569,0.000009179563,0.0006042682,0.00046788724],"genre_scores_gemma":[0.9967764,0.00003218885,0.0029042969,0.00014907176,0.0000056549447,0.00002985357,0.000003439293,0.000019906298,0.00007918197],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933094,0.000010506559,0.00019753093,0.00015104377,0.000081087615,0.00022888277],"domain_scores_gemma":[0.9996342,0.00004205386,0.000035556215,0.00023217368,0.000027073545,0.000028910146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049214595,0.00014756789,0.00018705324,0.000043869124,0.000030298259,0.0000387867,0.0001577841,0.000077134246,0.000030172032],"category_scores_gemma":[0.000009294151,0.00012579867,0.00003384084,0.0002856746,0.0000917301,0.000063617445,0.000007307673,0.00013818305,0.000022900362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020254435,0.00008063314,0.0022614638,0.00009647993,0.00006178644,0.000004194609,0.00015420941,0.08193147,0.9130016,0.0014793453,0.00018804676,0.000538234],"study_design_scores_gemma":[0.0006215923,0.000096149786,0.0052674254,0.00010129218,0.000015268672,0.0000012251716,0.00013590754,0.06344075,0.92982763,0.00029049366,0.00006779217,0.00013450239],"about_ca_topic_score_codex":0.000020245117,"about_ca_topic_score_gemma":0.000013704462,"teacher_disagreement_score":0.018490724,"about_ca_system_score_codex":0.00004061447,"about_ca_system_score_gemma":0.000027063328,"threshold_uncertainty_score":0.5129921},"labels":[],"label_agreement":null},{"id":"W4414243591","doi":"10.1016/j.ultramic.2025.114238","title":"High-Resolution EELS in an aberration-corrected LEEM: Design of electrostatic transfer lenses for hemispherical filters","year":2025,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de recherche du Québec; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Electron optics; Cardinal point; Electron; Image plane; Electron energy loss spectroscopy; Diffraction; Cathode ray; Image resolution; Spectroscopy; Resolution (logic)","score_opus":0.013181692781023114,"score_gpt":0.2905629670570689,"score_spread":0.2773812742760458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414243591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5503048,0.00007571959,0.44857663,0.00011058885,0.00012655887,0.00062202156,0.00002701794,0.00012737037,0.000029310184],"genre_scores_gemma":[0.8987307,0.0000510112,0.10041264,0.00031081837,0.0000212902,0.00019581459,0.000060399107,0.000024599729,0.00019271049],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99821645,0.00016740257,0.00050693046,0.00044018246,0.0001502797,0.00051875476],"domain_scores_gemma":[0.99922925,0.00025242232,0.000070416856,0.00027853943,0.000119778255,0.000049598453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037467235,0.00022541519,0.00039318876,0.0001395319,0.00010368906,0.00007261227,0.00027964154,0.00014713989,0.00010648562],"category_scores_gemma":[0.000095212614,0.0002228673,0.00006445146,0.000421332,0.00014840317,0.00025756823,0.0000088404095,0.00015128474,0.0000037312998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006078177,0.00023152177,0.00020666301,0.00006562172,0.0000074421764,6.6068014e-7,0.00027581703,0.00037023562,0.99500555,0.0020929223,0.000888628,0.0002471041],"study_design_scores_gemma":[0.00073363364,0.0010049423,0.00047431426,0.00008378998,0.000025741781,0.0000013655077,0.000050837447,0.001481487,0.99362004,0.0022592838,0.00006580499,0.00019874427],"about_ca_topic_score_codex":0.0002793455,"about_ca_topic_score_gemma":0.00017772244,"teacher_disagreement_score":0.34842595,"about_ca_system_score_codex":0.00017698294,"about_ca_system_score_gemma":0.00023350427,"threshold_uncertainty_score":0.9088265},"labels":[],"label_agreement":null},{"id":"W4417530603","doi":"10.1016/j.ultramic.2025.114304","title":"Angular resolution enhancement of electron backscatter diffraction patterns","year":2025,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Angular resolution (graph drawing); Fourier transform; Resolution (logic); Diffraction; Electron backscatter diffraction; Projection (relational algebra); Electron diffraction; Detector; Measure (data warehouse)","score_opus":0.005465346134492839,"score_gpt":0.28416265290244425,"score_spread":0.2786973067679514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417530603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92056406,0.0002958859,0.07628642,0.00034492428,0.00029274845,0.00030867083,0.0000149599,0.00015396446,0.0017383911],"genre_scores_gemma":[0.9928912,0.0002469918,0.005005038,0.00047648972,0.000046124696,0.000044577842,0.00003105808,0.000015830712,0.0012427261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998549,0.00007859459,0.00036598794,0.0003724665,0.00019671464,0.0004372736],"domain_scores_gemma":[0.9993029,0.000037308397,0.00015623565,0.00038929415,0.00007911029,0.000035118857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027924008,0.00018244468,0.00024658177,0.00014725333,0.00010644731,0.000051904884,0.00024735692,0.00011141488,0.0004025852],"category_scores_gemma":[0.000020929303,0.0001750254,0.000078218785,0.0002126236,0.00008550923,0.00016774512,0.000035825436,0.00016747475,0.000053069365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083021834,0.00015485099,0.0014235113,0.00005989251,0.000009977244,5.29855e-7,0.00006255693,0.00000237187,0.9945566,0.001399729,0.0020167537,0.00023019026],"study_design_scores_gemma":[0.00023931985,0.00026417573,0.00271412,0.0001220631,0.000023778253,0.0000013950004,0.000022146847,0.000026288528,0.9925762,0.00080357137,0.003063179,0.00014377518],"about_ca_topic_score_codex":0.00022275464,"about_ca_topic_score_gemma":0.000043575914,"teacher_disagreement_score":0.07232713,"about_ca_system_score_codex":0.00021792974,"about_ca_system_score_gemma":0.000073543,"threshold_uncertainty_score":0.7137329},"labels":[],"label_agreement":null},{"id":"W574246725","doi":"10.1016/j.ultramic.2015.06.008","title":"New fabrication technique for highly sensitive qPlus sensor with well-defined spring constant","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Tuning fork; Fabrication; Tungsten; Materials science; Spring (device); Silicon; Non-contact atomic force microscopy; Optoelectronics; Evaporation; Beam (structure); Focused ion beam; Analytical Chemistry (journal); Ion; Atomic force microscopy; Conductive atomic force microscopy; Nanotechnology; Chemistry; Optics","score_opus":0.010731006715546127,"score_gpt":0.2643908467918229,"score_spread":0.2536598400762768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W574246725","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":[0.03114106,0.00001371162,0.9590153,0.00036614374,0.000059767008,0.0016515205,0.00017193418,0.00021306431,0.007367518],"genre_scores_gemma":[0.6153187,0.000001917606,0.38263068,0.0000896765,0.00017247205,0.00027317935,0.00012587501,0.000048107464,0.0013393556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988204,0.00001915721,0.00026745838,0.00041071762,0.00011890802,0.00036331883],"domain_scores_gemma":[0.9988993,0.00006596717,0.00017838286,0.00037913217,0.00028587505,0.00019138223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013973907,0.00025689325,0.00025599636,0.00006869651,0.00015621046,0.0000953955,0.0001625296,0.00007400573,0.00002210725],"category_scores_gemma":[0.000007556283,0.00022915537,0.000081707396,0.00023347544,0.000096597745,0.000113087524,0.00002845128,0.00015664505,0.000051231647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012292906,0.00008171831,0.002227758,0.000013266676,0.000045517256,7.8664124e-7,0.00020657404,0.000059255788,0.9360264,0.052068867,0.008177074,0.00096984184],"study_design_scores_gemma":[0.00087697635,0.00018659745,0.00008008906,0.000057224515,0.00004573997,0.0000054960938,0.00039235692,0.00014786173,0.95454305,0.0025896628,0.040739395,0.00033552494],"about_ca_topic_score_codex":0.0011399995,"about_ca_topic_score_gemma":0.000008635529,"teacher_disagreement_score":0.5841777,"about_ca_system_score_codex":0.00009519746,"about_ca_system_score_gemma":0.00025716767,"threshold_uncertainty_score":0.93446845},"labels":[],"label_agreement":null},{"id":"W761851371","doi":"10.1016/j.ultramic.2015.04.013","title":"Determination of three-dimensional strain state in crystals using self-interfered split HOLZ lines","year":2015,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Crystal (programming language); Electron diffraction; Optics; Diffraction; Transmission electron microscopy; Electron microscope; Materials science; Interferometry; Electron; Electron tomography; Reflection high-energy electron diffraction; Stress (linguistics); Scanning transmission electron microscopy; Physics; Computer science","score_opus":0.018242422589057675,"score_gpt":0.33228742865785726,"score_spread":0.3140450060687996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W761851371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85745,0.00018542481,0.14190668,0.000021246302,0.000028429155,0.00024768108,0.00010142146,0.000022484268,0.00003659494],"genre_scores_gemma":[0.8358481,0.000027932929,0.1637845,0.00005796773,0.000033367938,0.00001665052,0.00013589236,0.00002373346,0.00007184606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990777,0.000026292502,0.00029927967,0.00027983607,0.00008860444,0.00022831991],"domain_scores_gemma":[0.99943227,0.000009113205,0.00013525377,0.0002412419,0.00012385086,0.000058278758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016166744,0.00014420733,0.00015799195,0.000061897874,0.000028160597,0.000013865967,0.00014239317,0.00010308122,0.00000404123],"category_scores_gemma":[0.00002690114,0.00014922798,0.00004582768,0.0001257829,0.00007108644,0.0000089979885,0.00004700703,0.00008646074,0.0000014627078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058866706,0.00009359561,0.001077728,0.00001308766,0.0000060042344,8.245966e-7,0.00004691663,0.00038189045,0.99735653,0.000030436166,0.00004944045,0.0008846645],"study_design_scores_gemma":[0.000441661,0.00021529272,0.00027345342,0.000029629231,0.000007384066,0.000013198747,0.000019897318,0.0018096019,0.99450433,0.0016381653,0.0008861717,0.00016122693],"about_ca_topic_score_codex":0.000081978505,"about_ca_topic_score_gemma":0.00012596615,"teacher_disagreement_score":0.021877822,"about_ca_system_score_codex":0.000048856127,"about_ca_system_score_gemma":0.00012292103,"threshold_uncertainty_score":0.60853404},"labels":[],"label_agreement":null}]}