{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ff9644bc1487","filters":{"venue":"Acta Polytechnica CTU Proceedings"}},"results":[{"id":"W4224097429","doi":"10.14311/app.2022.33.0377","title":"Sustainable concrete production with recycled concrete wash water beneficiated with CO2","year":2022,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CarbonCure Technologies (Canada)","funders":"","keywords":"Environmental science; Cement; Waste management; Reuse; Wastewater; Suspended solids; Carbon dioxide; Total suspended solids; Pulp and paper industry; Environmental engineering; Materials science; Chemistry; Composite material; Engineering; Chemical oxygen demand","authors":[{"name":"Sean Monkman","is_ca":true},{"name":"Vincent Meyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004131941593964745,"gpt":0.1687990253461432,"spread":0.1646670837521785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004133878,0.0005593845,0.0005307165,0.0003393301,0.0006515662,0.0001563737,0.0006586088,0.0001506646,0.0001432749],"category_scores_gemma":[0.00003327793,0.0004258891,0.00006944004,0.001019329,0.0001773411,0.001001411,0.0003017156,0.0008627938,0.0000152678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005669217,"about_ca_system_score_gemma":0.00007643401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008427916,"about_ca_topic_score_gemma":0.000003023797,"domain_scores_codex":[0.9968107,0.00001698255,0.0004677768,0.0007395139,0.000706558,0.001258446],"domain_scores_gemma":[0.9988328,0.00002554394,0.0001619966,0.0004430286,0.0003442932,0.0001923176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001023301,0.000006039137,0.0008131554,0.000325419,0.0002795363,0.0000783982,0.001495305,0.0009653526,0.9823744,0.000969306,0.01124042,0.0004294043],"study_design_scores_gemma":[0.002578854,0.001822431,0.0006032978,0.0001971694,0.0002517695,0.00138981,0.003369008,0.01209575,0.8268036,0.0001005582,0.1487239,0.002063794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879142,0.0002623929,0.00002106529,0.0009395321,0.000155133,0.001033037,0.00001225974,0.002289414,0.007372984],"genre_scores_gemma":[0.9953539,0.0001429797,0.0005749033,0.0001268606,0.0001458742,0.000803618,0.00006426908,0.0002374686,0.002550123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555707,"threshold_uncertainty_score":0.9998193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912060886","doi":"10.14311/app.2018.20.0034","title":"THE EFFECT OF NOTCHES ON THE FATIGUE LIFE OF A NICKEL-BASE GAS TURBINE DISK MATERIAL","year":2018,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"European Commission","keywords":"Gas turbines; Materials science; Structural engineering; Tension (geology); Low-cycle fatigue; Fatigue testing; Stress (linguistics); Turbine; Stress concentration; Composite material; Engineering; Mechanical engineering; Fracture mechanics; Ultimate tensile strength","authors":[{"name":"Robert Eriksson","is_ca":true},{"name":"Johan Moverare","is_ca":true},{"name":"Zhe Chen","is_ca":true},{"name":"Kjell Simonsson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0101748767940787,"gpt":0.2167318527029796,"spread":0.2065569759089009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005249893,0.0002710411,0.0003252159,0.00006978631,0.00013349,0.000043083,0.0006341932,0.0001648001,0.00004467135],"category_scores_gemma":[0.0006184257,0.0001433768,0.0001220878,0.0002874775,0.0002389687,0.00009854846,0.00009862946,0.0002705785,0.00001064712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002740909,"about_ca_system_score_gemma":0.00001755141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735165,"about_ca_topic_score_gemma":0.000003631648,"domain_scores_codex":[0.9987823,0.00001475665,0.0003890577,0.0001934583,0.0002945,0.0003259493],"domain_scores_gemma":[0.9989439,0.0003552105,0.000169849,0.0003673793,0.00009091777,0.00007272298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004562607,0.00003147656,0.000147264,0.0003101693,0.0001474967,6.006235e-7,0.0006034534,0.00001233715,0.9625403,0.004076376,0.02902949,0.002644741],"study_design_scores_gemma":[0.000273159,0.0009358251,0.0002240858,0.0001547708,0.00005970405,0.000003104861,0.00007093052,0.001574495,0.9932055,0.0002225926,0.003112695,0.0001631681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955131,0.0001002533,0.0001192376,0.001100664,0.0004178986,0.0005244713,0.000024407,0.0002250949,0.001974861],"genre_scores_gemma":[0.9993232,0.00006888074,0.00008762165,0.00008019665,0.0002892172,0.00006374165,0.00000357644,0.0000555777,0.00002795397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03066513,"threshold_uncertainty_score":0.5846738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223975066","doi":"10.14311/app.2022.33.0027","title":"Environmental impacts of using desalinated water in concrete production in areas affected by freshwater scarcity","year":2022,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Seawater; Truck; Desalination; Life-cycle assessment; Greenhouse gas; Carbon footprint; Water scarcity; Environmental engineering; Water use; Production (economics); Water resources; Engineering; Geology; Oceanography","authors":[{"name":"Alessandro Arrigoni","is_ca":true},{"name":"Tamar Opher","is_ca":true},{"name":"Sabrina Spatari","is_ca":false},{"name":"Valeria Arosio","is_ca":false},{"name":"Heather L. MacLean","is_ca":true},{"name":"Daman K. Panesar","is_ca":true},{"name":"Giovanni Dotelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005536624818375041,"gpt":0.1897927436630093,"spread":0.1842561188446342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003518958,0.0002648733,0.0003378519,0.0003762574,0.00007104519,0.00002074826,0.0003099626,0.0001219221,0.0001033447],"category_scores_gemma":[0.00002950396,0.0002516192,0.00005147482,0.0004578576,0.00009152362,0.0005122526,0.00022679,0.0005604427,0.000002729755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706547,"about_ca_system_score_gemma":0.00001398847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001403735,"about_ca_topic_score_gemma":0.00001053332,"domain_scores_codex":[0.9982854,0.00002052603,0.0004698991,0.0003564154,0.000312818,0.000554935],"domain_scores_gemma":[0.9996396,0.00001090135,0.00009035052,0.0001722845,0.0000159593,0.00007096057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000603522,0.00001445587,0.01646063,0.00007997143,0.00001379837,0.000004139272,0.0006080624,0.0002834601,0.9820865,0.000001131909,0.0002115441,0.0001759592],"study_design_scores_gemma":[0.0006152861,0.00007546676,0.01318399,0.00008287069,0.00001339181,0.00007213412,0.000151534,0.02224784,0.9628275,0.00001925884,0.0003805638,0.0003301434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986717,0.0001975685,0.000001870058,0.0001011659,0.000112555,0.0005738059,0.0000419629,0.000215066,0.00008433624],"genre_scores_gemma":[0.9994222,0.00008051772,0.000228309,0.00001486642,0.000025326,0.0000940036,0.00005179732,0.00007032077,0.00001269451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196438,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223946126","doi":"10.14311/app.2022.33.0480","title":"Microstructural characterization of high-performance steel fiber reinforced geopolymer concrete","year":2022,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Portland cement; Geopolymer; Microstructure; Materials science; Fly ash; Environmentally friendly; Metakaolin; Durability; Geopolymer cement; Slag (welding); Characterization (materials science); Cement; Composite material; Nanotechnology","authors":[{"name":"Zoi G. Ralli","is_ca":true},{"name":"S. J. Pantazopoulou","is_ca":true},{"name":"Vladimiros G. Papangelakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007163368360307979,"gpt":0.2041722315077326,"spread":0.1970088631474246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001712436,0.0001930973,0.0002632541,0.0001646329,0.0001560124,0.00005119764,0.000405298,0.00007424444,0.001818687],"category_scores_gemma":[0.00001111881,0.000202736,0.00004866299,0.0003459252,0.00006468878,0.0003685491,0.0002881928,0.00024939,0.00001637373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008691506,"about_ca_system_score_gemma":0.00002776324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002289617,"about_ca_topic_score_gemma":4.507413e-8,"domain_scores_codex":[0.9986243,0.000006393918,0.0003876915,0.0002081405,0.0003854902,0.0003879596],"domain_scores_gemma":[0.9995642,0.00001311486,0.0001103252,0.0001763337,0.00007291364,0.0000631017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007404851,8.25092e-7,0.00004250524,0.0001367029,0.00002863309,4.934167e-7,0.0001367132,0.00002384143,0.9979199,0.0002220814,0.0005630588,0.0008511932],"study_design_scores_gemma":[0.0003975621,0.0001549317,0.002767517,0.00002145685,0.00001692627,0.00002006396,0.0000460906,0.002737344,0.9845393,0.000003507296,0.009055955,0.0002393942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971986,0.00002230366,0.000004535843,0.00006863187,0.000179015,0.0003375729,0.00007948536,0.0002966723,0.001813186],"genre_scores_gemma":[0.9979684,0.00008336717,0.00007712978,0.00006047829,0.00007706972,0.0001280704,0.0001206906,0.00005189606,0.001432852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338065,"threshold_uncertainty_score":0.9990938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022065531","doi":"10.14311/app.2015.02.0055","title":"Cataclysmic Variables from SDSS: A Review and A Look Forward to LSST","year":2015,"lang":"en","type":"review","venue":"Acta Polytechnica CTU Proceedings","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; York University; Carnegie Mellon University; University of Arizona; Office of Science; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; National Aeronautics and Space Administration; Princeton University; Brookhaven National Laboratory; U.S. Department of Energy","keywords":"Sky; Context (archaeology); Domain (mathematical analysis); Field (mathematics); Large Synoptic Survey Telescope; Astronomy; Astrophysics; Computer science; Geography; Physics; Mathematics; Archaeology","authors":[{"name":"Paula Szkody","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02858024681158123,"gpt":0.2976189095163351,"spread":0.2690386627047539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002166975,0.0007556601,0.002416859,0.0001413842,0.0001561225,0.0001651995,0.0008305973,0.0001899369,0.0001746992],"category_scores_gemma":[0.0000533693,0.0006219444,0.0003660208,0.0007582773,0.0000889839,0.0003487549,0.0006526376,0.0006307621,0.0001934451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201635,"about_ca_system_score_gemma":0.0003299032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223432,"about_ca_topic_score_gemma":6.802866e-7,"domain_scores_codex":[0.9973686,0.00001814171,0.000812647,0.0009274722,0.0003090853,0.0005640672],"domain_scores_gemma":[0.9981793,0.0000980873,0.0005310096,0.0004792284,0.000215686,0.000496751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008046848,0.0002421581,0.00002996736,0.01507511,0.0007785387,0.000001216253,0.0001860487,2.331473e-7,0.00003696809,0.01706533,0.2069834,0.759593],"study_design_scores_gemma":[0.0001258054,0.00007327784,0.000004602432,0.01256609,0.002626329,9.59562e-7,0.00003686483,0.000003779951,0.000002120048,0.002339591,0.9815896,0.0006309501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001771005,0.9902458,0.0002761155,0.0004301052,0.00005993465,0.002020058,0.0007278468,0.0001615382,0.006060944],"genre_scores_gemma":[0.0005340532,0.9920815,0.003159354,0.0006125562,0.000833282,0.001172222,0.0005433521,0.0001569415,0.000906728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7746062,"threshold_uncertainty_score":0.9996232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186877296","doi":"10.14311/app.2021.31.0001","title":"Energy saving in rail transport","year":2021,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Track (disk drive); Electrification; Automotive engineering; Computer science; Simulation; Envelope (radar); Energy (signal processing); Power (physics); Engineering; Electrical engineering; Mechanical engineering; Electricity; Telecommunications","authors":[{"name":"Jan Antoš","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005761264656400169,"gpt":0.1826021355028422,"spread":0.1768408708464421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548854,0.0002270716,0.0002930888,0.0001705179,0.00005114348,0.00004126937,0.0002634614,0.0001987555,0.00007597914],"category_scores_gemma":[0.00002444436,0.0002406761,0.00009120602,0.0007486234,0.00003128497,0.0002611036,0.00003422936,0.0002265658,0.000007334444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009823473,"about_ca_system_score_gemma":0.00004174374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308352,"about_ca_topic_score_gemma":0.0001130326,"domain_scores_codex":[0.9985631,0.000003129709,0.000402142,0.0003295244,0.0002249659,0.0004772116],"domain_scores_gemma":[0.9996045,0.00001829535,0.00003635664,0.000178014,0.00005840005,0.0001044717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001389028,0.0001347189,0.004753561,0.0003054669,0.00005679638,0.0001315995,0.001028102,0.002539566,0.9516172,0.01794552,0.008059838,0.01341377],"study_design_scores_gemma":[0.001685288,0.0001186847,0.04810242,0.0008858858,0.00006018192,0.0005168918,0.001146624,0.03781201,0.271652,0.0008455268,0.6349585,0.002215896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327307,0.001498785,0.001144139,0.000400771,0.0004648813,0.0001044204,0.000005186552,0.001343688,0.1623075],"genre_scores_gemma":[0.9978978,0.0002824382,0.000657986,0.00009216333,0.0001227849,0.00004747228,0.000006526213,0.00006399077,0.0008288127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799651,"threshold_uncertainty_score":0.9814485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091822718","doi":"10.14311/app.2014.01.0227","title":"The Galactic Center Region Imaged by VERITAS from 2010{2012","year":2014,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Science Foundation Ireland; U.S. Department of Energy; Office of Science; Smithsonian Institution","keywords":"Physics; Galactic Center; Astrophysics; Fermi Gamma-ray Space Telescope; Astronomy; Dark matter; Annihilation; Cosmic ray; Center (category theory); Zenith; Supernova remnant; Supernova; Gamma ray; MAGIC (telescope); Galaxy; Nuclear physics","authors":[{"name":"Matthias Beilicke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005341080074091551,"gpt":0.1945475301028056,"spread":0.1892064500287141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381865,0.0002759819,0.0002290344,0.00002702767,0.0004110557,0.0002311451,0.0006075121,0.00005530081,0.00008407739],"category_scores_gemma":[0.00001307556,0.0002082346,0.0001329537,0.0001431769,0.0001439149,0.0004638174,0.0001953093,0.0004114428,0.00008838692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003861923,"about_ca_system_score_gemma":0.00002272453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537101,"about_ca_topic_score_gemma":4.379299e-7,"domain_scores_codex":[0.9985484,0.0000138597,0.0002739391,0.0004076254,0.0002388848,0.0005172844],"domain_scores_gemma":[0.9990934,0.00008454314,0.0002474,0.0003509425,0.00008159665,0.0001421822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000127744,0.0003449007,0.01101818,0.00001011675,0.000204225,3.602205e-7,0.0002834378,1.820988e-7,0.1358202,0.03366726,0.76797,0.05055342],"study_design_scores_gemma":[0.002131087,0.0002881504,0.0120581,0.00009662239,0.0001755181,0.000003861641,0.0007736472,0.0006330946,0.02143654,0.09115092,0.8700677,0.00118483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700806,0.0003864879,0.01547142,0.01215876,0.001094104,0.001209515,0.0001893859,0.0006309646,0.1987787],"genre_scores_gemma":[0.9973463,0.00001364151,0.0002172144,0.0002358852,0.0006624347,0.00007070465,0.00004527227,0.00005026395,0.001358285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2272657,"threshold_uncertainty_score":0.8491559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408920010","doi":"10.14311/app.2024.51.0075","title":"Automatic detection of sleep spindles by neural networks algorithms","year":2024,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sleep (system call); Computer science; Artificial neural network; Sleep spindle; Artificial intelligence; Algorithm; Eye movement; Non-rapid eye movement sleep; Operating system","authors":[{"name":"Jan Rychlík","is_ca":false},{"name":"Roman Mouček","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01005593258350537,"gpt":0.268745374559747,"spread":0.2586894419762416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002957788,0.0003148858,0.0003335628,0.0002903109,0.0001072579,0.0001026626,0.0004201178,0.0005526365,0.0004091107],"category_scores_gemma":[0.00005224541,0.0002888983,0.0001779423,0.001021279,0.0001599053,0.000292415,0.00009270319,0.000747965,0.00006750105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006540513,"about_ca_system_score_gemma":0.0000119224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009261967,"about_ca_topic_score_gemma":0.000001771546,"domain_scores_codex":[0.9980363,0.00001688611,0.0005602301,0.0005693656,0.0002711795,0.0005460604],"domain_scores_gemma":[0.9992488,0.0001183418,0.0001781954,0.0002513456,0.00007639502,0.0001269178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006713544,0.000226798,0.000496984,0.000083944,0.0005266899,0.00001798354,0.001259367,0.00001251604,0.07179186,0.00305312,0.03850416,0.8839594],"study_design_scores_gemma":[0.004489345,0.004544594,0.01213021,0.003547373,0.002409536,0.0009139302,0.003153054,0.7634801,0.1673682,0.001360087,0.03200163,0.004602025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621679,0.009746489,0.005232299,0.001364699,0.003141452,0.0009975181,0.00002442012,0.003116772,0.01420852],"genre_scores_gemma":[0.9987987,0.00005603263,0.0003268665,0.0001431812,0.000271416,0.0001260532,0.00001169682,0.00008683395,0.0001792228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8793574,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367294183","doi":"10.14311/app.2022.38.0630","title":"Rescue of a stone bridge with respect to current condition and standards","year":2022,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Masonry; Demolition; Bridge (graph theory); Arch; Carbon footprint; Civil engineering; Principal (computer security); Architectural engineering; Engineering; Span (engineering); Arch bridge; Forensic engineering; Greenhouse gas; Computer science; Geology","authors":[{"name":"P. Řeřicha","is_ca":false},{"name":"Petr Fajman","is_ca":false},{"name":"Lucy Davis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01017770306937861,"gpt":0.2640211777582809,"spread":0.2538434746889023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127144,0.0001434309,0.0001974839,0.0002362714,0.00009407446,0.00002936174,0.0001922494,0.00002856777,0.00006575813],"category_scores_gemma":[0.00007655765,0.0001313577,0.00002655615,0.0004910969,0.00004866032,0.0001097774,0.00016505,0.0003662347,4.928351e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432042,"about_ca_system_score_gemma":0.00004348531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428699,"about_ca_topic_score_gemma":0.000005050161,"domain_scores_codex":[0.9986508,0.000003352979,0.000172937,0.0002057935,0.0006971131,0.0002700401],"domain_scores_gemma":[0.9995901,0.00002036865,0.00002185119,0.0001158453,0.0001370292,0.0001148336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008048604,0.00007988804,0.001164764,0.001345516,0.0001639711,0.00001796134,0.002694555,0.00493812,0.8838869,0.007807679,0.05979048,0.03730529],"study_design_scores_gemma":[0.004296978,0.005576547,0.2732916,0.0008886523,0.0001651187,0.000892445,0.0008567666,0.01924243,0.1982903,0.001235854,0.4926448,0.002618572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971878,0.0004177779,0.0001914975,0.00022732,0.00006309074,0.0003148961,0.0001690971,0.0003155492,0.001112966],"genre_scores_gemma":[0.9994712,0.00007242335,0.0002445511,0.000009175967,0.00003505478,0.00009627558,0.000005541539,0.00003532847,0.00003043578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6855966,"threshold_uncertainty_score":0.5356612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}