{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":142,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":142,"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":"0e8e1050f3ca","filters":{"venue":"MATEC Web of Conferences"}},"results":[{"id":"W2903231397","doi":"10.1051/matecconf/201823702006","title":"Polymer Composite Manufacturing by FDM 3D Printing Technology","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Materials Research; Independent Electricity System Operator; Uniwersytet Szczeciński","keywords":"3D printing; Fused deposition modeling; Composite number; 3d printed; Materials science; Manufacturing engineering; Mechanical engineering; Engineering drawing; Computer science; Engineering; Composite material","authors":[{"name":"Katarzyna Bryll","is_ca":false},{"name":"Elżbieta Piesowicz","is_ca":false},{"name":"Paweł Szymański","is_ca":false},{"name":"Wojciech Ślączka","is_ca":false},{"name":"M. Pijanowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009755153456983235,"gpt":0.2148902357450851,"spread":0.2051350822881019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054139,0.0005400175,0.0004819829,0.001237584,0.0003349594,0.00078917,0.0005859642,0.0009540074,0.002694887],"category_scores_gemma":[0.0003822524,0.0005121327,0.0007586957,0.0007568413,0.000364515,0.0004632827,0.0005126733,0.0008191948,0.002081636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005581375,"about_ca_system_score_gemma":0.0003547744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000386075,"about_ca_topic_score_gemma":0.0004164915,"domain_scores_codex":[0.9995042,0.00003197557,0.00002410169,0.00009180382,0.0003094712,0.00003848095],"domain_scores_gemma":[0.9997929,0.0000726525,0.00002677012,0.00005796983,0.00004034446,0.000009265686],"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":[0.0001033549,0.0000566953,0.0002967124,0.001001223,0.00002634402,0.0004452627,0.0001681373,0.01169205,0.7722372,0.01406727,0.003597012,0.1963087],"study_design_scores_gemma":[0.00002957032,0.0001719316,0.0008022015,0.00006562653,0.00002403605,0.00157306,0.00001570483,0.04224641,0.8519019,0.002835198,0.1002586,0.00007566775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03612546,0.006406163,0.9313294,0.0001855996,0.0004554827,0.0001543235,0.0005683822,0.00266612,0.02210908],"genre_scores_gemma":[0.2458871,0.004939234,0.7363296,0.0001364287,0.0001187179,0.0002615299,0.0004462092,0.0001998705,0.0116814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002694887,"threshold_uncertainty_score":0.009015262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094897945","doi":"10.1051/matecconf/202032602002","title":"Formation of intermetallic phases during solidification in Al-Mg-Mn 5xxx alloys with various Mg levels","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Intermetallic; Materials science; Eutectic system; Alloy; Differential scanning calorimetry; Scanning electron microscope; Metallurgy; Microstructure; Phase (matter); Thermodynamics; Chemistry; Composite material","authors":[{"name":"Ahmed Y. Algendy","is_ca":true},{"name":"Kun Liu","is_ca":true},{"name":"X.-Grant Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02452851702484067,"gpt":0.2150107237313691,"spread":0.1904822067065284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007613122,0.0002570802,0.0001578174,0.0002828535,0.0001493644,0.000222819,0.000221159,0.0002512328,0.0005208771],"category_scores_gemma":[0.0001473859,0.000146052,0.0001803244,0.0002184294,0.0001883294,0.000238251,0.0001623824,0.0001605226,0.0001134663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258225,"about_ca_system_score_gemma":0.000111958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006677907,"about_ca_topic_score_gemma":0.001750781,"domain_scores_codex":[0.9998891,0.00001291846,0.0000108746,0.00002434954,0.00004652462,0.00001628778],"domain_scores_gemma":[0.9999384,0.000008250073,0.00002623683,0.000005009059,0.00001481631,0.0000073104],"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":[0.0001404959,0.000007904209,0.001489766,0.00003965001,0.000007264926,0.00008625961,0.00003804879,0.0002129608,0.996518,0.00004388985,0.000006395422,0.00140926],"study_design_scores_gemma":[0.000005131049,0.0001663128,0.01008439,0.000003325636,0.00001494739,0.00006447428,0.00005938182,0.0009991464,0.9878353,0.00004370093,0.0007204248,0.00000334704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985813,0.0004265985,0.0005225658,0.000008004926,0.000003457334,0.000005459552,0.00003881519,0.00001778048,0.0003960542],"genre_scores_gemma":[0.9984424,0.0001134743,0.0007719768,0.000006046281,0.000001258759,0.000004830124,0.00005798712,0.000007003829,0.0005950085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006677907,"threshold_uncertainty_score":0.001742542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904065829","doi":"10.1051/matecconf/201824700002","title":"Air quality health indices - review","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Air quality index; Environmental health; Index (typography); Air pollution; Air pollutants; Epidemiology; Medicine; Population health; Public health; Air Pollution Index; Population; Geography; Meteorology; Computer science","authors":[{"name":"Anna Gayer","is_ca":false},{"name":"Łukasz Adamkiewicz","is_ca":false},{"name":"Dominika Mucha","is_ca":false},{"name":"Artur Badyda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1027465676172858,"gpt":0.395777416607137,"spread":0.2930308489898512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001724778,0.001129879,0.002029478,0.006849345,0.000325264,0.001652817,0.001633643,0.0009851852,0.007606932],"category_scores_gemma":[0.00535705,0.0003942006,0.00180157,0.007786726,0.0004912522,0.001617788,0.000887788,0.001134064,0.001778096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139646,"about_ca_system_score_gemma":0.004115175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008801336,"about_ca_topic_score_gemma":0.008970363,"domain_scores_codex":[0.9987179,0.0002738806,0.0003216091,0.0001728022,0.0004609743,0.0000528342],"domain_scores_gemma":[0.9967301,0.001557818,0.000492354,0.00007794163,0.00106356,0.00007821304],"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":[0.0001317298,0.00007937374,0.001101575,0.1482168,0.0005963594,0.00009339918,0.00009497302,0.0004206426,0.0002682458,0.001872309,0.06119434,0.7859303],"study_design_scores_gemma":[0.00003609591,0.0001313005,0.007159949,0.1102217,0.001680144,0.0007022417,0.0001613738,0.0001335118,0.000306119,0.001748649,0.8776792,0.00003976548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001065599,0.9980991,0.00009331748,0.000300867,0.0002446228,0.00002726065,0.0002388212,0.000005896834,0.0008835135],"genre_scores_gemma":[0.001059996,0.9978192,0.0001988466,0.0002022881,0.0001975358,0.00002511608,0.0002466521,0.000002433177,0.0002480159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008801336,"threshold_uncertainty_score":0.02544767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898950903","doi":"10.1051/matecconf/201819903002","title":"Outdoor exposure site testing for preventing Alkali-Aggregate Reactivity in concrete – a review.","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Alkali–silica reaction; Cementitious; Alkali–aggregate reaction; Durability; Aggregate (composite); Service life; Environmental science; Forensic engineering; Computer science; Engineering; Materials science; Reliability engineering; Cement; Composite material; Database","authors":[{"name":"Benoît Fournier","is_ca":true},{"name":"Jan Lindgård","is_ca":false},{"name":"Børge Johannes Wigum","is_ca":false},{"name":"Ingmar Borchers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04007758509636056,"gpt":0.2920578839862058,"spread":0.2519802988898452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533861,0.001016158,0.00109683,0.003537453,0.0001688628,0.0007122481,0.001037646,0.001363792,0.001614699],"category_scores_gemma":[0.001591505,0.0003354267,0.0006906162,0.001954787,0.0004916455,0.001017217,0.0004177936,0.0006233693,0.001627782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847397,"about_ca_system_score_gemma":0.0009263976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309574,"about_ca_topic_score_gemma":0.001975891,"domain_scores_codex":[0.9988635,0.0002265996,0.0001796776,0.0001846194,0.0004980193,0.00004765358],"domain_scores_gemma":[0.9982741,0.0007245765,0.0004014995,0.00005006594,0.0004791262,0.00007069147],"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":[0.00007354427,0.0002216412,0.0009935751,0.01754116,0.00009668004,0.0002533584,0.0001044122,0.0004750483,0.008120697,0.000592173,0.007174785,0.964353],"study_design_scores_gemma":[0.00003700778,0.001679401,0.01500095,0.01218042,0.0006800165,0.008523687,0.0005274585,0.000512621,0.01926831,0.001030408,0.9404401,0.0001194945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008897755,0.9969976,0.0009080518,0.0001057529,0.0001420369,0.00001774565,0.00003106822,0.00002091168,0.0008871141],"genre_scores_gemma":[0.005078013,0.9919629,0.001755145,0.0001574806,0.0001718919,0.00002419336,0.0001031334,0.00001016718,0.0007370621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003537453,"threshold_uncertainty_score":0.008111954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010037893","doi":"10.1051/matecconf/202030903024","title":"Time series classification based on arima and adaboost","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Autoregressive integrated moving average; Boosting (machine learning); AdaBoost; Series (stratigraphy); Computer science; Pattern recognition (psychology); Time series; Artificial intelligence; Machine learning; Data mining; Support vector machine","authors":[{"name":"Jinghui Wang","is_ca":true},{"name":"Shugang Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02850184104654829,"gpt":0.214530602460534,"spread":0.1860287614139857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001827328,0.0008388598,0.001447059,0.002516636,0.0006894058,0.001112457,0.001323849,0.001048364,0.0013731],"category_scores_gemma":[0.002562606,0.0004076664,0.001535249,0.002065589,0.0004371541,0.0016359,0.0004697606,0.00134916,0.0006713697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006331287,"about_ca_system_score_gemma":0.0009629605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005141377,"about_ca_topic_score_gemma":0.003767842,"domain_scores_codex":[0.998498,0.0002863661,0.0001184405,0.0003712697,0.0005903716,0.0001356374],"domain_scores_gemma":[0.9992152,0.0002526422,0.00008160692,0.00004958659,0.0003602439,0.00004074974],"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":[0.0003052646,0.0003255607,0.004392011,0.0002713107,0.0003831972,0.0001018704,0.00009405147,0.1576401,0.01213373,0.0106806,0.004647989,0.8090243],"study_design_scores_gemma":[0.00001024425,0.00006202985,0.001197465,0.00001147953,0.0000487328,0.00005238473,0.0000153175,0.9913913,0.002283448,0.002675321,0.002227209,0.00002508203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01408231,0.001106805,0.9817638,0.0001190369,0.0003229204,0.00005611349,0.00005403262,0.001083895,0.001411011],"genre_scores_gemma":[0.4594967,0.001619398,0.5300398,0.0002409341,0.0005470964,0.000247237,0.0004420312,0.0002416346,0.007125143],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005141377,"threshold_uncertainty_score":0.01022291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135933871","doi":"10.1051/matecconf/20141413005","title":"Dissolution kinetics and morphological changes of<b>γ</b>′ in AD730<sup><b>TM</b></sup>superalloy","year":2014,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ostwald ripening; Superalloy; Solvus; Dissolution; Materials science; Alloy; Microstructure; Ingot; Metallurgy; Differential thermal analysis; Phase (matter); Chemical engineering; Chemistry; Nanotechnology","authors":[{"name":"Fatemeh Masoumi","is_ca":true},{"name":"Mohammad Jahazi","is_ca":true},{"name":"Jonathan Cormier","is_ca":false},{"name":"D. Shahriari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01053326028249004,"gpt":0.2031027846817052,"spread":0.1925695243992152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009822418,0.0001603962,0.0001681901,0.0001660385,0.0001487709,0.0002381066,0.000193307,0.0001997884,0.0005323767],"category_scores_gemma":[0.0001855786,0.0001847342,0.0001343174,0.0001864566,0.0002016872,0.000212751,0.00007479122,0.0002359542,0.0001364056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003341342,"about_ca_system_score_gemma":0.0001432147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00352176,"about_ca_topic_score_gemma":0.003667437,"domain_scores_codex":[0.9999112,0.000008270699,0.000005084407,0.00002455337,0.00003529163,0.00001551718],"domain_scores_gemma":[0.9998978,0.00001807971,0.00003190289,0.000006301841,0.00003439949,0.00001138298],"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":[0.0001117416,0.000009895346,0.0005977708,0.00003154876,0.000003560993,0.00003958071,0.00006259397,0.0001649352,0.9972602,0.00006018898,0.0000202489,0.001637754],"study_design_scores_gemma":[0.000003434871,0.000138118,0.00867369,0.000002460628,0.000007321472,0.00004995109,0.00006482461,0.001619596,0.9887667,0.00002145695,0.0006474562,0.000004898978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982007,0.0004012474,0.0006463199,0.00001069203,0.000003558221,0.000008127491,0.0001041825,0.00001570894,0.0006095059],"genre_scores_gemma":[0.9979577,0.0002190515,0.0006615509,0.000006383368,0.000001789375,0.000009493981,0.00009232045,0.000008549975,0.001043049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00352176,"threshold_uncertainty_score":0.007002532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791662261","doi":"10.1051/matecconf/201814901005","title":"Ground Glass Pozzolan in Conventional, High, and Ultra-High Performance Concrete","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fineness; Pozzolan; Materials science; Cementitious; Cement; Composite material; Grinding; Glass recycling; Fly ash; Portland cement","authors":[{"name":"Arezki Tagnit‐Hamou","is_ca":true},{"name":"Ablam Zidol","is_ca":true},{"name":"Nancy Soliman","is_ca":true},{"name":"Joris Deschamps","is_ca":true},{"name":"Ahmed Omran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177120881239268,"gpt":0.2396048316737226,"spread":0.2218927435497958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195042,0.0002471598,0.0001309146,0.0005494854,0.0001271801,0.0002896542,0.0001918027,0.0003295235,0.0006938464],"category_scores_gemma":[0.0001321329,0.0001463946,0.0001772579,0.0002922155,0.0002639646,0.000354893,0.0002190599,0.0001786164,0.000196213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651423,"about_ca_system_score_gemma":0.000150536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489649,"about_ca_topic_score_gemma":0.002762162,"domain_scores_codex":[0.9998049,0.0000425268,0.00000938315,0.00003586663,0.00006934624,0.00003796778],"domain_scores_gemma":[0.9999124,0.00001535973,0.00002562639,0.000005077658,0.00001908664,0.00002252171],"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":[0.0005407819,0.00009908644,0.003463743,0.0001362432,0.00001631409,0.0001655715,0.00004259688,0.002466845,0.9876438,0.0003118751,0.00004502304,0.005068006],"study_design_scores_gemma":[0.00001590766,0.000800082,0.01646527,0.00001324056,0.00003604672,0.0001281587,0.00007321712,0.005129051,0.9756714,0.00009609213,0.001557029,0.00001445959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980916,0.0007472843,0.0005056241,0.000007616632,0.00000361668,0.000005145705,0.00002681095,0.00000648744,0.0006058912],"genre_scores_gemma":[0.9984779,0.0002691833,0.0004052722,0.000004165365,0.000002294998,0.000003021169,0.00004573282,0.00000405062,0.0007884881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489649,"threshold_uncertainty_score":0.002961934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986322433","doi":"10.1051/matecconf/202032106004","title":"Oxygen/nitrogen-assisted embrittlement of titanium alloys exposed at elevated temperature","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Sainte Foy","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Ultimate tensile strength; Embrittlement; Brittleness; Titanium; Ductility (Earth science); Tensile testing; Composite material; Metallurgy; Oxygen; Nitrogen; Creep; Chemistry","authors":[{"name":"Damien Texier","is_ca":false},{"name":"Quentin Sirvin","is_ca":false},{"name":"Vincent Velay","is_ca":false},{"name":"Mehdi Salem","is_ca":false},{"name":"Daniel Monceau","is_ca":false},{"name":"Benoît Mazères","is_ca":false},{"name":"Éric Andrieu","is_ca":false},{"name":"Rémi Roumiguier","is_ca":true},{"name":"B. Dod","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0268625230775517,"gpt":0.223914857176898,"spread":0.1970523340993464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341642,0.0002935754,0.0001974855,0.0001747665,0.0001707137,0.0001618676,0.0002974941,0.0002212912,0.0009802347],"category_scores_gemma":[0.00017087,0.0002470053,0.0001591805,0.0001374886,0.0001783511,0.0001710014,0.0001760513,0.0002277662,0.000142786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002138702,"about_ca_system_score_gemma":0.0001601743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954595,"about_ca_topic_score_gemma":0.005773104,"domain_scores_codex":[0.999898,0.000007645187,0.000005356598,0.00002419259,0.00003617738,0.00002864233],"domain_scores_gemma":[0.9998931,0.00001602591,0.00003058979,0.00001405708,0.00003278108,0.00001339912],"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":[0.00007179203,0.000004984309,0.0001875058,0.00003349479,0.000004228692,0.00005395667,0.00003715014,0.00008669398,0.9990158,0.00001823999,0.00001152756,0.0004745428],"study_design_scores_gemma":[0.000004258787,0.0001662996,0.007105632,0.000004849829,0.00001259631,0.00006119751,0.00005894198,0.0004953014,0.9913965,0.00001441161,0.0006753164,0.000004755889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984397,0.0003606804,0.0005302179,0.000008956746,0.00001272309,0.000006921059,0.00006335328,0.00001206349,0.0005653495],"genre_scores_gemma":[0.9967875,0.000190594,0.001010466,0.00001302722,0.000004674689,0.00001197215,0.0001327526,0.00002113579,0.001827893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001954595,"threshold_uncertainty_score":0.003886461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231508483","doi":"10.1051/matecconf/202133703009","title":"Performance estimation of a shallow foundation on an unsaturated expansive soil slope subjected to rainfall infiltration","year":2021,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Expansive clay; Geotechnical engineering; Infiltration (HVAC); Slope stability; Foundation (evidence); Expansive; Arid; Environmental science; Bearing capacity; Geology; Landslide; Soil water; Soil science; Geography; Compressive strength; Materials science","authors":[{"name":"Mengxi Tan","is_ca":true},{"name":"Sai K. Vanapalli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166650828167954,"gpt":0.2352729856965515,"spread":0.223606477414872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003546633,0.0004233059,0.0004584197,0.0005186059,0.0002526717,0.0003738313,0.0002990778,0.0004726956,0.0009590659],"category_scores_gemma":[0.0006556998,0.0001769752,0.0003220298,0.0003192511,0.0003536869,0.0002398853,0.0004017105,0.0001837096,0.0002618156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593014,"about_ca_system_score_gemma":0.0001973692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697211,"about_ca_topic_score_gemma":0.003103343,"domain_scores_codex":[0.9998289,0.00001960663,0.000009542357,0.0000280815,0.00005998249,0.00005390442],"domain_scores_gemma":[0.9996235,0.00009846175,0.00008568156,0.00003970028,0.00009592577,0.00005671302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001506405,0.0002158335,0.09959499,0.0002631569,0.00009086043,0.002219078,0.0005195079,0.365208,0.4947234,0.0005290396,0.000383142,0.03474656],"study_design_scores_gemma":[0.00003376076,0.002499022,0.1559901,0.00004532202,0.0001130748,0.0003913119,0.0009968686,0.7153763,0.1237185,0.0002533917,0.0005244738,0.00005789271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997452,0.00002917974,0.002066795,0.000006241176,0.000002703131,0.000004072528,0.00004163319,0.00003244935,0.0003649529],"genre_scores_gemma":[0.9995982,0.00002236761,0.0002111554,9.99557e-7,4.635409e-7,0.000001568345,0.00002480733,0.000001587029,0.0001387878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697211,"threshold_uncertainty_score":0.005363047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910890666","doi":"10.1051/matecconf/201925402014","title":"Design of a prototype frame of an electrically driven three-wheel vehicle","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"Kultúrna a Edukacná Grantová Agentúra MŠVVaŠ SR","keywords":"Frame (networking); Automotive engineering; Electric vehicle; Computer science; Engineering; Mechanical engineering; Power (physics)","authors":[{"name":"Jozef Harušinec","is_ca":true},{"name":"Adnrej Suchánek","is_ca":true},{"name":"Mária Loulová","is_ca":true},{"name":"Pavol Kurčík","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0100433652575578,"gpt":0.2020753412415916,"spread":0.1920319759840338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003696289,0.0006933338,0.0006347126,0.0005290771,0.0004103618,0.0005014854,0.001410337,0.0009322881,0.00604762],"category_scores_gemma":[0.0003050972,0.0002540205,0.0005456068,0.0001821805,0.0003172919,0.0003819915,0.0004416603,0.0003582574,0.001715505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936369,"about_ca_system_score_gemma":0.000841197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223047,"about_ca_topic_score_gemma":0.0008718652,"domain_scores_codex":[0.9997459,0.00003018621,0.000009966637,0.0000456748,0.0001314704,0.00003671418],"domain_scores_gemma":[0.9998289,0.00001419791,0.00001256894,0.00002648156,0.00008633113,0.00003160722],"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":[0.0008814047,0.0004283925,0.003393265,0.001415259,0.0001359287,0.003184639,0.000851896,0.1039953,0.5623102,0.03535259,0.01024391,0.2778072],"study_design_scores_gemma":[0.0007950467,0.008225928,0.01670822,0.0003356638,0.0003795891,0.005697141,0.0008512212,0.3605709,0.2789654,0.0087824,0.318315,0.0003735576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1329369,0.0004757689,0.8350112,0.0002849914,0.0005948863,0.0007532295,0.0006367827,0.001872582,0.02743371],"genre_scores_gemma":[0.7082292,0.0004265819,0.2710058,0.00006971665,0.00007358969,0.0007739399,0.0007442257,0.0001636883,0.01851324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00604762,"threshold_uncertainty_score":0.02023125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744791849","doi":"10.1051/matecconf/201712008006","title":"Cost benefit analysis for failure of sewer pipelines","year":2017,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Pipeline transport; Cost–benefit analysis; Economic cost; Economic analysis; Dam failure; Risk analysis (engineering); Sewage; Economic impact analysis; Natural resource economics; Environmental economics; Environmental planning; Business; Environmental science; Environmental resource management; Civil engineering; Engineering; Environmental engineering; Economics","authors":[{"name":"Mohamed Elmasry","is_ca":false},{"name":"Alaa H. Hawari","is_ca":false},{"name":"Tarek Zayed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02295352174628461,"gpt":0.2515947930412238,"spread":0.2286412712949392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330492,0.001262412,0.0009559541,0.002593729,0.0005459978,0.002011843,0.001150485,0.001565222,0.006519772],"category_scores_gemma":[0.007461102,0.0005488772,0.001658718,0.001479632,0.0008411126,0.001803536,0.00110519,0.001430466,0.0002935746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326125,"about_ca_system_score_gemma":0.001983282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00822969,"about_ca_topic_score_gemma":0.00468322,"domain_scores_codex":[0.9984044,0.0008506904,0.00003852019,0.00008196273,0.000373959,0.0002504326],"domain_scores_gemma":[0.9953533,0.003724467,0.0002463149,0.0001095097,0.000445791,0.0001206246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002215999,0.0001017163,0.002278846,0.0002091112,0.0000998231,0.0002966223,0.00006888008,0.9408572,0.0009870301,0.03556892,0.001239757,0.01807049],"study_design_scores_gemma":[0.00003092852,0.0002274697,0.003493588,0.00008521594,0.0001684976,0.0001854254,0.0002055853,0.9742991,0.0004676108,0.01858861,0.002209631,0.00003837505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4589542,0.006443781,0.4514912,0.003410747,0.0003045052,0.0007791608,0.001538212,0.000183895,0.07689431],"genre_scores_gemma":[0.9740881,0.00150043,0.01383229,0.0001029905,0.00006865116,0.0002512602,0.0002530201,0.00004151588,0.009861705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00822969,"threshold_uncertainty_score":0.02366215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2920946469","doi":"10.1051/matecconf/201927501011","title":"Failure Modes and Mechanical Properties of Bracket Anchor Connections for Cross-Laminated-Timber","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Bracket; Structural engineering; Stiffness; Ductility (Earth science); Cable gland; Cross laminated timber; Seismic loading; Displacement (psychology); Connection (principal bundle); Engineering; Computer science; Materials science; Mechanical engineering","authors":[{"name":"Yinlan Shen","is_ca":false},{"name":"Johannes Schneider","is_ca":true},{"name":"S. F. Stiemer","is_ca":true},{"name":"Xueyong Ren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02067311240322639,"gpt":0.2234868577084479,"spread":0.2028137453052215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004947523,0.0004234859,0.0001917461,0.0007862101,0.000415073,0.0001352047,0.0003746522,0.0003792771,0.003120815],"category_scores_gemma":[0.001215483,0.0002138266,0.0001579367,0.0003997933,0.0004135051,0.0003963347,0.0002506977,0.0001999199,0.0004401042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103732,"about_ca_system_score_gemma":0.00008646509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004514485,"about_ca_topic_score_gemma":0.001138862,"domain_scores_codex":[0.9996442,0.00004552135,0.00002441491,0.00006483379,0.0001791218,0.00004188711],"domain_scores_gemma":[0.9992405,0.0001940066,0.0001816722,0.0001035921,0.0002073756,0.00007290088],"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":[0.0004343346,0.0001109722,0.02273975,0.0001764123,0.00002091142,0.0008248985,0.0008648494,0.00352438,0.9481491,0.0002539119,0.0002549752,0.02264551],"study_design_scores_gemma":[0.0000179745,0.003524942,0.2458064,0.0000542005,0.00007397993,0.001040724,0.001053424,0.01705,0.7283119,0.0002801709,0.002737459,0.0000489368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982077,0.0001059196,0.001248437,0.000003319061,0.000005680251,0.000008780611,0.00006245181,0.00002570988,0.0003319397],"genre_scores_gemma":[0.9984941,0.0000495337,0.0007697408,0.000002367824,0.000002236105,0.000009179536,0.00008272676,0.000009241761,0.0005807964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003120815,"threshold_uncertainty_score":0.01044017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742527285","doi":"10.1051/matecconf/201712002017","title":"Comparison between major repair and replacement options for a bridge deck life cycle assessment: A case study","year":2017,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Life-cycle assessment; Bridge (graph theory); Deck; Bridge deck; Engineering; Transport engineering; Rehabilitation; Energy consumption; Forensic engineering; Civil engineering; Construction engineering; Production (economics); Structural engineering","authors":[{"name":"Saleh Abu Dabous","is_ca":false},{"name":"Chaouki Ghenaï","is_ca":false},{"name":"Abdallah Shanableh","is_ca":false},{"name":"Ghadeer Al-Khayyat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07422207857495206,"gpt":0.3641517253009186,"spread":0.2899296467259665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557001,0.0007922137,0.0006104064,0.003052311,0.0005826378,0.001103091,0.0007158585,0.001080559,0.001931475],"category_scores_gemma":[0.002100477,0.0003367093,0.001228538,0.001676879,0.0003606727,0.0006088011,0.0004234048,0.0003288413,0.0001830916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709219,"about_ca_system_score_gemma":0.001628391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06605563,"about_ca_topic_score_gemma":0.1410935,"domain_scores_codex":[0.9993821,0.0001389166,0.00003296926,0.00008485625,0.0002587099,0.000102301],"domain_scores_gemma":[0.9984643,0.0007765254,0.0001071284,0.00007373427,0.0005058217,0.00007244202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001237231,0.0008613304,0.09225284,0.0007763238,0.0002860575,0.001618281,0.0005448645,0.767067,0.03011291,0.002363677,0.00158948,0.10129],"study_design_scores_gemma":[0.0001052389,0.002948934,0.1406844,0.0001138973,0.0004359542,0.0007335709,0.00255361,0.8200756,0.02429546,0.001511287,0.006425877,0.000116054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900636,0.0003715431,0.0052122,0.00004705674,0.000005293672,0.0001741575,0.0007567029,0.00003284864,0.003336565],"genre_scores_gemma":[0.9895169,0.000275713,0.007900052,0.00000920516,0.000002257141,0.00005894255,0.0007333301,0.00001258944,0.001490953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06605563,"threshold_uncertainty_score":0.1313423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803676952","doi":"10.1051/matecconf/201816518004","title":"Influence of surface residual stresses on the fatigue life and crack propagation behavior of turned Inconel 718 super-alloy","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"Héroux-Devtek; Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Inconel; Materials science; Residual stress; Surface roughness; Surface finish; Composite material; Alloy; Ultimate tensile strength; Fatigue limit; Bending","authors":[{"name":"Hamid Javadi","is_ca":true},{"name":"Walid Jomaa","is_ca":true},{"name":"E. Dalgaard","is_ca":false},{"name":"Myriam Brochu","is_ca":true},{"name":"Philippe Bocher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02236036552078037,"gpt":0.2555942350363938,"spread":0.2332338695156134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000122479,0.0002365132,0.0002441713,0.000318329,0.0001145011,0.000188178,0.0001433557,0.0001995135,0.0007250517],"category_scores_gemma":[0.0003896484,0.0001388532,0.0001917205,0.0001962423,0.0001738293,0.0001313111,0.00009700813,0.0001379551,0.0001032989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452271,"about_ca_system_score_gemma":0.00009555522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625226,"about_ca_topic_score_gemma":0.003433284,"domain_scores_codex":[0.9998329,0.00001413304,0.00001276293,0.0000273604,0.00007154694,0.0000413268],"domain_scores_gemma":[0.9996682,0.0001048197,0.00006855086,0.00003744967,0.00009156513,0.00002942165],"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":[0.0003070934,0.00001319659,0.003311594,0.00005108773,0.0000119911,0.000159246,0.0000637761,0.001776108,0.9893073,0.00001801796,0.00002650058,0.004954035],"study_design_scores_gemma":[0.00001194715,0.002087558,0.1101024,0.000009296129,0.00005611488,0.0003185803,0.0001729342,0.009853509,0.8765837,0.00003433189,0.0007438861,0.00002565349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995661,0.0001374308,0.0001318233,0.000002442284,0.000001217055,0.000001011816,0.00002395415,0.000008791705,0.0001272084],"genre_scores_gemma":[0.999597,0.00005178911,0.000147982,0.000001936646,6.021378e-7,0.000001094124,0.00003930034,0.000003959606,0.0001562949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001625226,"threshold_uncertainty_score":0.003231585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095037261","doi":"10.1051/matecconf/202032608002","title":"Investigation on electrical conductivity and hardness of 6xxx aluminum conductor alloys with different Si levels","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alloy; Materials science; Transmission electron microscopy; Electrical resistivity and conductivity; Metallurgy; Aluminium; Indentation hardness; Conductivity; Microstructure; Chemistry; Electrical engineering; Nanotechnology","authors":[{"name":"Siamak Nikzad Khangholi","is_ca":true},{"name":"Mousa Javidani","is_ca":true},{"name":"Alexandre Maltais","is_ca":true},{"name":"X.-Grant Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05108728944228162,"gpt":0.2110242292572361,"spread":0.1599369398149544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001825401,0.0002298558,0.0002535313,0.0003684451,0.0001754534,0.0003073988,0.0002002033,0.000286546,0.0009026268],"category_scores_gemma":[0.0003432391,0.0001693405,0.0002188025,0.0003209307,0.0002258903,0.000242577,0.0001530985,0.0001933529,0.0001880408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916547,"about_ca_system_score_gemma":0.0001220349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042527,"about_ca_topic_score_gemma":0.001019797,"domain_scores_codex":[0.9998215,0.00002053795,0.00001709786,0.00003973792,0.00007571796,0.00002552698],"domain_scores_gemma":[0.9997372,0.00004389395,0.00006701925,0.00002153641,0.0001113151,0.00001905893],"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":[0.0001416603,0.00001174696,0.002776692,0.00006677336,0.00001076232,0.0001178197,0.00005969991,0.0004321728,0.9936469,0.00005176416,0.00002743972,0.00265655],"study_design_scores_gemma":[0.00000705804,0.0006673843,0.02911845,0.000005961245,0.00003735698,0.0002205735,0.000128809,0.001818667,0.9666508,0.00005209017,0.001283723,0.00000925512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977491,0.0002862386,0.001116644,0.00001309267,0.000008511632,0.000007276413,0.0001195021,0.00002660749,0.0006728023],"genre_scores_gemma":[0.9975728,0.0001573232,0.001158851,0.00001002684,0.000003495288,0.000007676171,0.000128395,0.00001482762,0.0009466899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009026268,"threshold_uncertainty_score":0.003019571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980868182","doi":"10.1051/matecconf/201929403014","title":"Railway transportation of dangerous goods: a bibliometric aspect","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Social Sciences and Humanities Research Council of Canada; National Research Council Canada; Institut d'Estudis Catalans; Alberta Innovates; Centre National pour la Recherche Scientifique et Technique; Mitacs; Bulgarian National Science Fund; Dwight D. Eisenhower Army Medical Center; City, University of London; Northwestern University; Ministry of Infrastructure, Transport and Networks; Generalitat Valenciana; Natural Sciences and Engineering Research Council of Canada; Rutgers, The State University of New Jersey; Office of the Assistant Secretary for Research and Technology; National University Rail Center; National Natural Science Foundation of China; Northwestern University Transportation Center; U.S. Department of Transportation","keywords":"Telematics; Scopus; Transport engineering; Citation; Dangerous goods; Data science; Field (mathematics); Empirical research; Thematic map; Computer science; Business; Engineering; World Wide Web; Political science; Geography; Telecommunications","authors":[{"name":"T. O. Kolesnykova","is_ca":false},{"name":"Olena V. MATVEYEVA","is_ca":false},{"name":"Lev Manashkin","is_ca":false},{"name":"Maxym Mìshchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02103336444151711,"gpt":0.2141361653291731,"spread":0.193102800887656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00654577,0.0003460592,0.0009562442,0.1661829,0.001001272,0.006743875,0.0006499388,0.0005282369,0.005124169],"category_scores_gemma":[0.03536417,0.0001779997,0.0007200344,0.2821348,0.0006910063,0.003252838,0.001581872,0.00027834,0.001118351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270738,"about_ca_system_score_gemma":0.00376485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007954052,"about_ca_topic_score_gemma":0.009078776,"domain_scores_codex":[0.984858,0.002712317,0.003088684,0.0007031216,0.00814108,0.0004967906],"domain_scores_gemma":[0.9613932,0.0187394,0.007356453,0.001462467,0.01054012,0.0005081471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001927202,0.000171541,0.5720202,0.01661481,0.001161417,0.0007113107,0.003513248,0.001210641,0.001547754,0.01575629,0.02619255,0.3609075],"study_design_scores_gemma":[0.00002413394,0.00009876147,0.8425955,0.00308167,0.001181168,0.00159363,0.007558647,0.002377149,0.001527676,0.004237866,0.1356429,0.00008098099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5472444,0.1431391,0.005853648,0.005803972,0.0007042131,0.0005370295,0.07678819,0.0005536612,0.2193758],"genre_scores_gemma":[0.933441,0.03762298,0.004533724,0.0001785761,0.0007596358,0.0002043665,0.02036972,0.00007067004,0.002819316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8338171,"threshold_uncertainty_score":0.03461772,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2899054737","doi":"10.1051/matecconf/201819905006","title":"Galvanic cathodic protection of corroded reinforced concrete structures","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"RTDS Technologies (Canada)","funders":"","keywords":"Cathodic protection; Corrosion; Galvanic cell; Spall; Reinforced concrete; Galvanic anode; Galvanic corrosion; Rust (programming language); Demolition; Materials science; Anode; Forensic engineering; Metallurgy; Engineering; Computer science; Composite material; Civil engineering; Chemistry","authors":[{"name":"David Whitmore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02072551312647799,"gpt":0.2302505049710986,"spread":0.2095249918446206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086478,0.0003893445,0.000180929,0.0003945124,0.0002651418,0.0003796071,0.0004815614,0.0004724854,0.001295004],"category_scores_gemma":[0.0003963216,0.0001708519,0.0001580426,0.0001549565,0.0004088446,0.0003603337,0.0004642318,0.0002369742,0.000415611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192489,"about_ca_system_score_gemma":0.0002711437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460297,"about_ca_topic_score_gemma":0.00299794,"domain_scores_codex":[0.9998062,0.00002659616,0.000009549642,0.0000251952,0.00008305403,0.00004938064],"domain_scores_gemma":[0.9997484,0.00003192993,0.00006117612,0.00005429211,0.00007747693,0.00002674958],"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":[0.0001450558,0.00003765843,0.005290587,0.000151013,0.0000183765,0.0005989691,0.0002289791,0.004580772,0.9502509,0.0006054062,0.0003458628,0.03774636],"study_design_scores_gemma":[0.00001493882,0.0006677731,0.02329212,0.00003625474,0.00002363095,0.001075785,0.0001914384,0.003940961,0.9625027,0.0002856878,0.007952233,0.00001650934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801325,0.0007062656,0.01277109,0.00005183518,0.00001743339,0.00002202476,0.00005308405,0.000163424,0.006082314],"genre_scores_gemma":[0.9934489,0.0002691613,0.002310884,0.00001579816,0.000003251803,0.000006060966,0.00004708867,0.00001097558,0.003887888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460297,"threshold_uncertainty_score":0.004332185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806536205","doi":"10.1051/matecconf/201817101004","title":"Feasibility Study of Hybrid Wind-Diesel-Battery Power Generating Systems: Parametric and Sensitivity Analysis","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Renewable energy; Wind power; Hybrid power; Environmental science; Hybrid system; Automotive engineering; Diesel fuel; Grid; Photovoltaic system; Fossil fuel; Software; Grid connection; Meteorology; Computer science; Engineering; Power (physics); Electrical engineering; Waste management; Geography","authors":[{"name":"Hussein Ibrahim","is_ca":true},{"name":"Mazen Ghandour","is_ca":false},{"name":"G. El-Jamal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02878566836670242,"gpt":0.2645691900752261,"spread":0.2357835217085236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210976,0.0005551147,0.0005452806,0.000730439,0.0003942643,0.0008440409,0.0004763397,0.0006864455,0.002783198],"category_scores_gemma":[0.002468606,0.0003442432,0.0008213788,0.000376303,0.0004597948,0.0006599592,0.0006065545,0.0005679706,0.0001231912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295118,"about_ca_system_score_gemma":0.0004278971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245053,"about_ca_topic_score_gemma":0.002537447,"domain_scores_codex":[0.9996129,0.0002080894,0.00001196797,0.00003696363,0.00007572801,0.00005454833],"domain_scores_gemma":[0.9979768,0.001730397,0.00009361096,0.00004225513,0.0001265967,0.00003036528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001047548,0.00004611199,0.0009520453,0.00009104358,0.00002903826,0.0001639898,0.00003213127,0.992312,0.001972738,0.001408646,0.0001131072,0.002774412],"study_design_scores_gemma":[0.00000757071,0.00009034624,0.0005630162,0.000004765429,0.00001346726,0.00002327666,0.00002957378,0.9980592,0.0005910145,0.0005164254,0.00009438769,0.00000685003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370432,0.0005599958,0.1310917,0.0004270232,0.00002836157,0.0003361552,0.0005168061,0.0002022153,0.02979458],"genre_scores_gemma":[0.997238,0.00004636627,0.001972313,0.00000577492,0.000002552656,0.00003816179,0.000033183,0.000005264014,0.0006583314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004245053,"threshold_uncertainty_score":0.009310782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169863934","doi":"10.1051/matecconf/20120101004","title":"Nonlinear Modeling and Analysis of a Vertical Springless Energy Harvester","year":2012,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Innovative Energy Harvesting Technologies","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":"University of Waterloo","funders":"","keywords":"Vibration; Energy harvesting; Nonlinear system; Energy (signal processing); Acoustics; Electric potential energy; Mechanical energy; Wind power; Physics; Computer science; Engineering; Electrical engineering","authors":[{"name":"Mohamed Bendame","is_ca":true},{"name":"Eihab Abdel‐Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02790749198860481,"gpt":0.2362307072816555,"spread":0.2083232152930507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320793,0.0003765121,0.0003038342,0.0001807208,0.0002663694,0.0005461036,0.000631032,0.000938036,0.002605098],"category_scores_gemma":[0.0002466182,0.000220227,0.0003392696,0.0001818094,0.0005174798,0.0005759521,0.000444226,0.0003283572,0.000444967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344308,"about_ca_system_score_gemma":0.0003431009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263818,"about_ca_topic_score_gemma":0.001710686,"domain_scores_codex":[0.9999297,0.00001001285,0.000002911641,0.00001793965,0.00003086237,0.000008606102],"domain_scores_gemma":[0.9999319,0.00002123347,0.00001949807,0.00000680884,0.00001483767,0.000005662314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000740594,0.0000459371,0.0006471443,0.00008977184,0.00002676413,0.0002692034,0.0001379983,0.8897782,0.08455236,0.01720877,0.0004163235,0.006753535],"study_design_scores_gemma":[0.000002657629,0.000015778,0.0001472975,0.000001701249,0.000001950023,0.00001470561,0.000008247303,0.9981663,0.0007759538,0.000603375,0.000258849,0.000003322692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2653513,0.0006130546,0.6951599,0.0006769623,0.00008270513,0.0001070653,0.0002657264,0.0003930524,0.0373502],"genre_scores_gemma":[0.968722,0.0003470049,0.0109327,0.0000532093,0.00001767302,0.00008642489,0.00007527826,0.00003126299,0.01973443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00263818,"threshold_uncertainty_score":0.008714974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900822747","doi":"10.1051/matecconf/201823002014","title":"Improved engineering method for calculating the strength of the supporting areas of reinforced concrete elements","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Structural mechanics and materials","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Eurocode; Bearing capacity; Structural engineering; Reinforced concrete; European union; European standard; Mathematics; Computer science; Engineering; Transport engineering","authors":[{"name":"О. М. Крантовська","is_ca":false},{"name":"Mykola Petrov","is_ca":false},{"name":"Liubov Ksonshkevych","is_ca":false},{"name":"Sergii Synii","is_ca":false},{"name":"Pavlo Sunak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02028053809495963,"gpt":0.2905546898241194,"spread":0.2702741517291598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009214586,0.0006956072,0.0005025048,0.00218614,0.0002712345,0.0005247836,0.00126508,0.0005883552,0.005842265],"category_scores_gemma":[0.001734129,0.0002679734,0.0007771683,0.001284065,0.0003191275,0.0006634823,0.0006420133,0.0008828659,0.002653267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898006,"about_ca_system_score_gemma":0.0007566581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483196,"about_ca_topic_score_gemma":0.001773156,"domain_scores_codex":[0.9987209,0.0002645798,0.00006719394,0.0002032364,0.0007046699,0.00003938152],"domain_scores_gemma":[0.9992313,0.000175701,0.00005407619,0.0001133835,0.0004128841,0.00001265174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001537373,0.0001227059,0.00269118,0.001176244,0.0001137816,0.0002335561,0.0003747816,0.1153034,0.10231,0.05350365,0.00689086,0.7171262],"study_design_scores_gemma":[0.00004989496,0.0002935117,0.005467531,0.0001262602,0.0001001516,0.0007831869,0.00006810785,0.851104,0.05500697,0.01759484,0.06929902,0.0001066377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002537899,0.0002051448,0.9943286,0.00001700184,0.0000475136,0.00004232433,0.0001226545,0.0004211538,0.002277714],"genre_scores_gemma":[0.07632343,0.0004916072,0.9145125,0.00002843258,0.00005289213,0.0003208023,0.0004403143,0.0002087303,0.007621351],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005842265,"threshold_uncertainty_score":0.01954436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916219075","doi":"10.1051/matecconf/201926604003","title":"Analysis of Trace Metal Contamination in Pahang River and Kelantan River, Malaysia","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Office of Research, Innovation and Commercialization, University of Agriculture Faisalabad; Ministry of Higher Education, Malaysia; Universiti Tun Hussein Onn Malaysia","keywords":"Dredging; Environmental science; Contamination; Environmental chemistry; Trace metal; Sediment; Water quality; Heavy metals; Trace element; Atomic absorption spectroscopy; Metal; Chemistry; Geology; Ecology; Geochemistry; Biology","authors":[{"name":"Norpadzlihatun Manap","is_ca":false},{"name":"Kavitha Sandirasegaran","is_ca":false},{"name":"Noor Shahifah Syahrom","is_ca":false},{"name":"Amnorzahira Amir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009513217875277927,"gpt":0.2237428130931624,"spread":0.2142295952178845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001922556,0.0003041142,0.0001890278,0.001304457,0.0004867999,0.0007124348,0.0002160316,0.0004327742,0.0005944768],"category_scores_gemma":[0.0002083448,0.0001756079,0.0001928215,0.0008942756,0.0002265352,0.0002375505,0.0003338121,0.0001887069,0.0002253886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513897,"about_ca_system_score_gemma":0.0004284414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005184243,"about_ca_topic_score_gemma":0.01040891,"domain_scores_codex":[0.9998028,0.00002407948,0.00002700949,0.00005358451,0.00006658228,0.00002596633],"domain_scores_gemma":[0.9998535,0.00001781526,0.00004628372,0.00000704048,0.0000567252,0.00001866173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005559016,0.0002045593,0.6694095,0.0007394833,0.0001413207,0.001327042,0.002911172,0.0009345677,0.263845,0.0003454087,0.0004064041,0.05917979],"study_design_scores_gemma":[0.00001182857,0.0006262314,0.9048398,0.0001149109,0.0001010367,0.002630859,0.005257512,0.001427601,0.07490079,0.0003104184,0.009738381,0.00004065291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963028,0.0004990439,0.0007347386,0.00003139173,0.000006408081,0.00002019012,0.0005884819,0.00001821595,0.001798795],"genre_scores_gemma":[0.9934826,0.0005382247,0.001418026,0.00004872377,0.000003207872,0.00002761402,0.0005528352,0.000006801105,0.003921941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005184243,"threshold_uncertainty_score":0.01030809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238176997","doi":"10.1051/matecconf/201714901005","title":"Ground Glass Pozzolan in Conventional, High, and Ultra-High Performance Concrete","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","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":"Université de Sherbrooke","funders":"","keywords":"Fineness; Pozzolan; Materials science; Cementitious; Cement; Composite material; Grinding; Glass recycling; Fly ash; Portland cement","authors":[{"name":"Arezki Tagnit‐Hamou","is_ca":true},{"name":"Ablam Zidol","is_ca":true},{"name":"Nancy Soliman","is_ca":true},{"name":"Joris Deschamps","is_ca":true},{"name":"Ahmed Omran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177120881239268,"gpt":0.2396048316737226,"spread":0.2218927435497958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195042,0.0002471598,0.0001309146,0.0005494854,0.0001271801,0.0002896542,0.0001918027,0.0003295235,0.0006938464],"category_scores_gemma":[0.0001321329,0.0001463946,0.0001772579,0.0002922155,0.0002639646,0.000354893,0.0002190599,0.0001786164,0.000196213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651423,"about_ca_system_score_gemma":0.000150536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489649,"about_ca_topic_score_gemma":0.002762162,"domain_scores_codex":[0.9998049,0.0000425268,0.00000938315,0.00003586663,0.00006934624,0.00003796778],"domain_scores_gemma":[0.9999124,0.00001535973,0.00002562639,0.000005077658,0.00001908664,0.00002252171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005407819,0.00009908644,0.003463743,0.0001362432,0.00001631409,0.0001655715,0.00004259688,0.002466845,0.9876438,0.0003118751,0.00004502304,0.005068006],"study_design_scores_gemma":[0.00001590766,0.000800082,0.01646527,0.00001324056,0.00003604672,0.0001281587,0.00007321712,0.005129051,0.9756714,0.00009609213,0.001557029,0.00001445959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980916,0.0007472843,0.0005056241,0.000007616632,0.00000361668,0.000005145705,0.00002681095,0.00000648744,0.0006058912],"genre_scores_gemma":[0.9984779,0.0002691833,0.0004052722,0.000004165365,0.000002294998,0.000003021169,0.00004573282,0.00000405062,0.0007884881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489649,"threshold_uncertainty_score":0.002961934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899712736","doi":"10.1051/matecconf/201822503017","title":"Numerical Evaluation of Heat Transfer and Entropy Generation of Helical Tubes with Various Cross-sections under Constant Heat Flux Condition","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":8,"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":"Heat transfer; Heat flux; Pressure drop; Thermodynamics; Mechanics; Curvature; Entropy (arrow of time); Computational fluid dynamics; Materials science; Physics; Geometry; Mathematics","authors":[{"name":"Jundika C. Kurnia","is_ca":false},{"name":"Agus P. Sasmito","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04714634132178155,"gpt":0.2936750768699864,"spread":0.2465287355482048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003544394,0.0003476375,0.0005099037,0.0005680423,0.0006219563,0.0005310916,0.0004088068,0.0009026651,0.001702218],"category_scores_gemma":[0.0008490304,0.0002130305,0.0004807963,0.0006060849,0.0006672639,0.0003755757,0.0003000016,0.0003098117,0.0001171305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005006524,"about_ca_system_score_gemma":0.0003944566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964521,"about_ca_topic_score_gemma":0.002363004,"domain_scores_codex":[0.9998873,0.0000208256,0.000008491917,0.00002085684,0.00003108766,0.0000313793],"domain_scores_gemma":[0.9994155,0.0003430494,0.00008346837,0.00003078162,0.00009715827,0.0000300493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002455788,0.00008400645,0.00503552,0.0001846446,0.00002247437,0.0003493895,0.0002177451,0.9464657,0.03770409,0.002026533,0.0003426774,0.007321497],"study_design_scores_gemma":[0.000009740666,0.0001097679,0.001316874,0.000008402363,0.000006556572,0.00002491621,0.00005238856,0.9910404,0.007023829,0.0002167713,0.0001799395,0.00001037882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787579,0.0003140618,0.01499618,0.0001382434,0.00003776817,0.00004036225,0.0003058287,0.0001590033,0.005250699],"genre_scores_gemma":[0.9944253,0.00009471837,0.00458728,0.000007027519,0.000003303112,0.00003007651,0.00007128128,0.000008638104,0.0007723525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003964521,"threshold_uncertainty_score":0.007882893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804077194","doi":"10.1051/matecconf/201816506009","title":"Fatigue life improvement of cast ZK60 Mg alloy through low temperature closed-die forging for automotive applications","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forging; Materials science; Alloy; Metallurgy; Die (integrated circuit); Texture (cosmology); Magnesium alloy; Grain size; Composite material; Computer science","authors":[{"name":"S.M.H. Karparvarfard","is_ca":true},{"name":"S.K. Shaha","is_ca":true},{"name":"Seyed Behzad Behravesh","is_ca":true},{"name":"Hamid Jahed","is_ca":true},{"name":"Bruce W. Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03099477366669596,"gpt":0.2806498878312601,"spread":0.2496551141645642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000887197,0.0002450936,0.0003070116,0.0002203312,0.0001180662,0.0001688161,0.000261721,0.0002522401,0.001090443],"category_scores_gemma":[0.0001702622,0.0001556881,0.0001968169,0.0001422109,0.0001506852,0.0002179243,0.0001720666,0.0001510108,0.0002575024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559844,"about_ca_system_score_gemma":0.0001231315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007528308,"about_ca_topic_score_gemma":0.002988231,"domain_scores_codex":[0.9999019,0.000004706068,0.000006502288,0.00001909806,0.00004451353,0.00002327316],"domain_scores_gemma":[0.9999304,0.000006976162,0.00001863527,0.000009435416,0.0000243609,0.00001029544],"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":[0.00008989326,0.00001216043,0.0002106966,0.00005870379,0.000003587301,0.00004419251,0.00002337384,0.0001715686,0.9963707,0.00002412035,0.00003479544,0.002956191],"study_design_scores_gemma":[0.00001184269,0.0005189283,0.01105203,0.000006466265,0.00001900088,0.0001022122,0.00002595721,0.001547655,0.9852346,0.000019504,0.001452759,0.000009061238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973085,0.000740942,0.00109318,0.0000170876,0.0000138375,0.000007331223,0.00005858832,0.00006759629,0.0006930513],"genre_scores_gemma":[0.9984131,0.0001359195,0.0006315155,0.000007249563,0.000002353809,0.000003000758,0.00005091114,0.00001393249,0.0007419387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001090443,"threshold_uncertainty_score":0.003647864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256270401","doi":"10.1051/matecconf/202133703012","title":"A numerical technique for modeling the behavior of single piles in unsaturated soils","year":2021,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"China Scholarship Council; University of Ottawa","keywords":"Geotechnical engineering; Pile; Soil water; Nonlinear system; Finite element method; Geology; Subroutine; Water table; Suction; Structural engineering; Engineering; Groundwater; Computer science; Soil science","authors":[{"name":"Xinting Cheng","is_ca":true},{"name":"Sai K. Vanapalli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02889528633821806,"gpt":0.2429283710099475,"spread":0.2140330846717295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002911643,0.0004545544,0.0003437125,0.0005061776,0.0003831097,0.0002699366,0.0005469937,0.0006058609,0.001410928],"category_scores_gemma":[0.0006024046,0.0002306184,0.000399852,0.0004393524,0.0003813817,0.0003481674,0.0003662666,0.0004310186,0.0003727685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173434,"about_ca_system_score_gemma":0.0007390174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446402,"about_ca_topic_score_gemma":0.001661244,"domain_scores_codex":[0.9999008,0.0000198184,0.000006507616,0.0000145907,0.00004788868,0.00001028034],"domain_scores_gemma":[0.9998115,0.00006905329,0.00003481206,0.00002825864,0.00004764775,0.000008711693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002749931,0.00004510486,0.001006379,0.000172823,0.00001507148,0.0001769109,0.0001405269,0.8611547,0.0713243,0.01884401,0.0008781067,0.04621458],"study_design_scores_gemma":[0.000003172748,0.00002951381,0.0002290387,0.00001080349,0.000004348763,0.00008845123,0.00000994162,0.9909084,0.003921206,0.001201043,0.00358708,0.000006904759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01141552,0.00006237986,0.986047,0.00002925641,0.00002992094,0.00004955498,0.00006638212,0.000414954,0.001885144],"genre_scores_gemma":[0.3129341,0.000391378,0.6825568,0.00003592666,0.00003341211,0.000286875,0.0001610966,0.0000910095,0.003509353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001446402,"threshold_uncertainty_score":0.004720032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095712102","doi":"10.1051/matecconf/202032601006","title":"Using Artificial Intelligence to Aid Vehicle Lightweighting in Crashworthiness with Aluminum","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Cellular and Composite Structures","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":"University of Waterloo","funders":"","keywords":"Crashworthiness; Automotive industry; Automotive engineering; Engineering; Process (computing); Truck; Computer science; Finite element method; Structural engineering","authors":[{"name":"Christopher P. Kohar","is_ca":true},{"name":"Daniel S. Connolly","is_ca":true},{"name":"Timofei Liusko","is_ca":true},{"name":"Kaan Inal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03286195276750047,"gpt":0.2384783243614902,"spread":0.2056163715939897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005610837,0.0005587416,0.0003344485,0.0005222032,0.0002259595,0.0006631188,0.0006492612,0.000505933,0.001031136],"category_scores_gemma":[0.001489395,0.0002470941,0.0004858664,0.0002494527,0.0005337753,0.0007849389,0.0005656101,0.0005205235,0.0002091599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741401,"about_ca_system_score_gemma":0.0004208896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070265,"about_ca_topic_score_gemma":0.004738491,"domain_scores_codex":[0.9998167,0.00005455675,0.00001259102,0.00003273893,0.00006549645,0.0000178287],"domain_scores_gemma":[0.9994932,0.0002615972,0.00007625214,0.00005222109,0.0001019297,0.00001480731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001471274,0.0001496347,0.003517442,0.0001329964,0.00007045959,0.0001799697,0.0002604623,0.7812954,0.03809407,0.006895442,0.000628599,0.1686283],"study_design_scores_gemma":[0.000005251436,0.0000943652,0.0007443103,0.0000124147,0.00001471824,0.00001925132,0.00004029253,0.9882631,0.00653157,0.003282844,0.0009783873,0.00001349929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2684657,0.000517111,0.7204854,0.0004392251,0.0000389945,0.00009129589,0.00007897008,0.001426637,0.008456569],"genre_scores_gemma":[0.8480413,0.0003256208,0.149433,0.00006083051,0.00001233626,0.00004599406,0.0001069425,0.00003818049,0.001935807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004070265,"threshold_uncertainty_score":0.008093119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971413950","doi":"10.1051/matecconf/201928202081","title":"Evaluating the potential of freeze-thaw damage in internally insulated masonry under climate change using different models","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; National Research Council Canada","funders":"","keywords":"Environmental science; Frost (temperature); Climate change; Cold climate; Storm; Return period; Masonry; Meteorology; Flood myth; Engineering; Civil engineering; Geography; Geology","authors":[{"name":"Sahar Sahyoun","is_ca":true},{"name":"Hua Ge","is_ca":true},{"name":"Maurice Defo","is_ca":true},{"name":"Michael Lacasse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09544147751121368,"gpt":0.2870160732223375,"spread":0.1915745957111238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005173536,0.0006918401,0.000396537,0.0008294438,0.0004661277,0.00073009,0.0007547782,0.0006704988,0.001039952],"category_scores_gemma":[0.0007578297,0.0002827634,0.001012164,0.0005221624,0.000388283,0.0004624671,0.0003483141,0.0004003973,0.0001109036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297674,"about_ca_system_score_gemma":0.001040837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2243959,"about_ca_topic_score_gemma":0.2012619,"domain_scores_codex":[0.9998059,0.00003231272,0.000009293932,0.00003246327,0.00005080932,0.00006928088],"domain_scores_gemma":[0.9996194,0.000149939,0.00004665258,0.00003382653,0.0001070242,0.00004328002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008678407,0.0000460959,0.02364054,0.00003671226,0.00003850318,0.0001124668,0.00004941588,0.9706731,0.002479624,0.0002216102,0.0001052411,0.002509863],"study_design_scores_gemma":[0.00001734275,0.0001401637,0.03337332,0.00001689695,0.00005752236,0.00005841779,0.0001609398,0.9631477,0.002490229,0.0001743837,0.0003387135,0.00002443108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956046,0.0001027448,0.002005825,0.00002598299,0.000008401402,0.00001928117,0.0002764534,0.00005044573,0.001906196],"genre_scores_gemma":[0.9985003,0.00006612283,0.000831292,0.000004458647,0.000001350124,0.000007192245,0.0001787731,0.00001031395,0.0004001971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243959,"threshold_uncertainty_score":0.4461796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804055978","doi":"10.1051/matecconf/201816503014","title":"Fatigue life enhancement of cast Mg alloy by surface modification in cold spray process","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ford Motor Company","keywords":"Materials science; Delamination (geology); Ultimate tensile strength; Composite material; Alloy; Gas dynamic cold spray; Coating; Metallurgy; Fatigue limit; Fracture (geology); Bending; Substrate (aquarium)","authors":[{"name":"S.K. Shaha","is_ca":true},{"name":"Siavash Borhan Dayani","is_ca":true},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02862869773063114,"gpt":0.2785341969007188,"spread":0.2499054991700877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006641076,0.0002929818,0.0002162849,0.0002128216,0.0001148175,0.0001669711,0.0002190833,0.0002467701,0.0008770545],"category_scores_gemma":[0.000110203,0.0001638514,0.0002602763,0.0001158292,0.0001281747,0.0001486126,0.0001171268,0.0001898276,0.0002438017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002185936,"about_ca_system_score_gemma":0.0001029287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611999,"about_ca_topic_score_gemma":0.004415216,"domain_scores_codex":[0.9999087,0.000003677796,0.000003240856,0.00001482877,0.00004707049,0.00002249298],"domain_scores_gemma":[0.999939,0.00000450186,0.00001900712,0.000005762701,0.0000223603,0.000009426089],"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":[0.000009983472,0.000001997548,0.00004157067,0.00001161443,0.00000106569,0.00001224363,0.000004965421,0.00002814267,0.9994816,0.000007240585,0.000009238029,0.0003902961],"study_design_scores_gemma":[0.00000265838,0.0001232156,0.002444277,0.000001742717,0.000005310342,0.00005141546,0.000008533508,0.0004728008,0.9963529,0.000004309075,0.0005300185,0.000002820764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967011,0.0007530517,0.001448709,0.00001851217,0.00001490499,0.000009284662,0.00006175344,0.00006117507,0.0009315399],"genre_scores_gemma":[0.9967701,0.0002535461,0.001307442,0.00001285291,0.000003998404,0.00000662495,0.00006186277,0.00001871905,0.001564847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001611999,"threshold_uncertainty_score":0.00320524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995742984","doi":"10.1051/matecconf/201930406007","title":"Charting the Edges of Human Performance","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian AIDS Treatment Information Exchange","funders":"","keywords":"Cockpit; Situation awareness; Workload; Human–computer interaction; Computer science; Crew; Simulation; Usability; Flight envelope; Automation; Eyewear; Human heart; Human error; Aeronautics; Eye tracking; Interface (matter); Engineering; Artificial intelligence; Reliability engineering","authors":[{"name":"Barry Kirwan","is_ca":false},{"name":"Matthias Wies","is_ca":false},{"name":"Rebecca Charles","is_ca":false},{"name":"Charles-Alban Dormoy","is_ca":true},{"name":"Théodore Letouze","is_ca":false},{"name":"Alia Lemkadden","is_ca":false},{"name":"Nicolas Maille","is_ca":false},{"name":"Jim Nixon","is_ca":false},{"name":"Daniele Ruscio","is_ca":false},{"name":"Carsten Schmidt-Moll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04225378699660541,"gpt":0.3423835365204189,"spread":0.3001297495238135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005200675,0.0007440193,0.0003637837,0.004227876,0.0008993732,0.005114083,0.000640584,0.0009004209,0.005397935],"category_scores_gemma":[0.01599036,0.000277327,0.000263687,0.001979958,0.002191127,0.003389175,0.002960563,0.001586893,0.001200647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330484,"about_ca_system_score_gemma":0.001168097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006629898,"about_ca_topic_score_gemma":0.003894747,"domain_scores_codex":[0.9958834,0.00132235,0.000197237,0.000671186,0.00158942,0.0003364461],"domain_scores_gemma":[0.9864488,0.005370327,0.001909204,0.0008137309,0.004213639,0.001244275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001707346,0.0003878297,0.1779488,0.0009771809,0.0001650944,0.0002315066,0.02904991,0.005566034,0.0205479,0.02981031,0.01527634,0.7183316],"study_design_scores_gemma":[0.00005827439,0.002753856,0.8668431,0.0005966523,0.00008042203,0.0004121118,0.02089509,0.01272316,0.009154569,0.02739127,0.05870552,0.0003858612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424884,0.004114987,0.09553991,0.00479394,0.0004908798,0.0004148821,0.002651919,0.002269475,0.1472355],"genre_scores_gemma":[0.9765499,0.0007700514,0.01803607,0.0002440265,0.00009049921,0.0001192632,0.0005444153,0.000191026,0.003454859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006629898,"threshold_uncertainty_score":0.02750409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800719855","doi":"10.1051/matecconf/201816205020","title":"Evaluation of raw water quality in Wassit governorate by Canadian water quality index","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Turbidity; Water quality; Alkalinity; Raw water; Environmental science; Index (typography); Total dissolved solids; Nitrate; Pollutant; Environmental engineering; Hydrology (agriculture); Chemistry; Engineering; Ecology","authors":[{"name":"Abdulkhaleq Kamal Mahmood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06366817518148767,"gpt":0.3329720232027654,"spread":0.2693038480212778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005616626,0.0002497873,0.0003282345,0.002472752,0.001161555,0.0008159361,0.0003098324,0.0001756737,0.001486591],"category_scores_gemma":[0.0009107049,0.000122948,0.0002810717,0.00537189,0.0004455396,0.0002856625,0.0004698031,0.000207897,0.0001696592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004627278,"about_ca_system_score_gemma":0.007265711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7386952,"about_ca_topic_score_gemma":0.899376,"domain_scores_codex":[0.9988266,0.00007002553,0.00008648863,0.0001063801,0.0007657643,0.000144856],"domain_scores_gemma":[0.9987627,0.00003934487,0.0001524505,0.00003444252,0.0009323315,0.00007869354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008499935,0.00006285512,0.9543986,0.0001516965,0.00005638737,0.0002310989,0.0008024912,0.0005810463,0.005265732,0.000323595,0.002652012,0.03538961],"study_design_scores_gemma":[0.000003993288,0.00004720383,0.989609,0.0000183294,0.00001562546,0.00004833872,0.001415202,0.0005887388,0.001141864,0.00003035039,0.007068721,0.00001266946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745181,0.0003750058,0.001081934,0.0002214719,0.00002503218,0.0002207687,0.004960952,0.00006074156,0.01853601],"genre_scores_gemma":[0.9879836,0.0003939527,0.0026799,0.00004655306,0.000007973523,0.00009569454,0.00397737,0.00001056745,0.004804451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7386952,"threshold_uncertainty_score":0.5256873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898910264","doi":"10.1051/matecconf/201819908004","title":"Guidelines for concrete surface preparation: 10 years research and experience","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"Wallonie-Bruxelles International; Ministerstwo Edukacji i Nauki","keywords":"Overlay; Compatibility (geochemistry); Land reclamation; Construction engineering; Civil engineering; Engineering; Computer science; Chemical engineering; Archaeology","authors":[{"name":"Luc Courard","is_ca":false},{"name":"Benoı̂t Bissonnette","is_ca":true},{"name":"Andrzej Garbacz","is_ca":false},{"name":"A. M. Vaysburd","is_ca":false},{"name":"Kurt F. von Fay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1634689293956524,"gpt":0.4062461712524386,"spread":0.2427772418567862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02271337,0.002074305,0.0008930741,0.003509575,0.001315873,0.003077457,0.004196204,0.005245344,0.006715053],"category_scores_gemma":[0.01343146,0.000827921,0.0007556843,0.003012051,0.00208536,0.00265885,0.003250689,0.002993404,0.008504191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250798,"about_ca_system_score_gemma":0.008114758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006963235,"about_ca_topic_score_gemma":0.01016228,"domain_scores_codex":[0.9837051,0.00440962,0.002738327,0.001044701,0.007364013,0.000738334],"domain_scores_gemma":[0.9822378,0.003342593,0.001293638,0.001585386,0.01057631,0.0009643093],"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":[0.000125134,0.00125657,0.00294221,0.003929102,0.00003572755,0.0007111275,0.004282233,0.005743959,0.02749276,0.01077696,0.05978012,0.8829241],"study_design_scores_gemma":[0.00001855544,0.0004078694,0.003588349,0.003654748,0.00002728904,0.001256662,0.002158243,0.001095915,0.01403859,0.004359001,0.9692898,0.0001049883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05952384,0.285377,0.4708487,0.03556078,0.003209381,0.004300598,0.003220474,0.003528145,0.1344312],"genre_scores_gemma":[0.08326496,0.1725213,0.6320933,0.005504976,0.0006921104,0.002176383,0.007982428,0.001215569,0.0945491],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02271337,"threshold_uncertainty_score":0.1201212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092877839","doi":"10.1051/matecconf/202032110001","title":"Beta Fleck formation in Titanium Alloys","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Aluminum Alloy Microstructure Properties","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":"University of British Columbia","funders":"","keywords":"Materials science; Superalloy; Alloy; Titanium alloy; Metallurgy; Titanium; Directional solidification","authors":[{"name":"Kanchan M. Kelkar","is_ca":false},{"name":"A. Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022326186420251,"gpt":0.2022704266002876,"spread":0.1820471647360851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861581,0.0001587674,0.00030996,0.0003476766,0.0003692565,0.0005256465,0.0003402664,0.0004250294,0.0007134971],"category_scores_gemma":[0.0008067199,0.0002296545,0.0001753429,0.0001526083,0.0003483231,0.0002907906,0.0003231883,0.0003699497,0.000199908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004771138,"about_ca_system_score_gemma":0.0002021709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055195,"about_ca_topic_score_gemma":0.001129802,"domain_scores_codex":[0.9998104,0.00001694517,0.0000108809,0.00004752344,0.00008194683,0.00003226914],"domain_scores_gemma":[0.9998085,0.00004654411,0.00006718844,0.0000188971,0.00004173111,0.00001716543],"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":[0.00008580707,0.00001908453,0.001336432,0.00008070136,0.000004975839,0.0002667793,0.00009995668,0.002429616,0.9894889,0.002103476,0.00008785893,0.003996522],"study_design_scores_gemma":[0.00001367108,0.0002829507,0.006590455,0.00001660787,0.000008346367,0.0008159578,0.00009983376,0.007291192,0.981616,0.0009672567,0.002280558,0.00001714358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876928,0.0008743502,0.007616609,0.00003790662,0.00001305141,0.0000265172,0.00004450657,0.00007155862,0.003622742],"genre_scores_gemma":[0.9972579,0.0001500228,0.001305149,0.00000927037,0.000002178229,0.00001201725,0.00005962023,0.00001222018,0.001191676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001055195,"threshold_uncertainty_score":0.003461778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899181285","doi":"10.1051/matecconf/201819903004","title":"Determining alkali leaching during accelerated ASR performance testing and in field exposed cubes using cold water extraction (CWE) and µXRF","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","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":"Université Laval","funders":"","keywords":"Leaching (pedology); Alkali metal; Portland cement; Cement; Leachate; Mineralogy; Materials science; Fly ash; Metallurgy; Chemistry; Environmental chemistry; Composite material; Environmental science; Soil water; Soil science","authors":[{"name":"Jan Lindgård","is_ca":false},{"name":"Tone Anita Østnor","is_ca":false},{"name":"Benoît Fournier","is_ca":true},{"name":"Øyvind Lindgård","is_ca":false},{"name":"Tobias Danner","is_ca":false},{"name":"Gilles Plusquellec","is_ca":false},{"name":"Klaartje De Weerdt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06151063767364914,"gpt":0.2831323198555958,"spread":0.2216216821819466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265089,0.0004040496,0.0003214301,0.0003044194,0.0002821898,0.0003245274,0.0002487141,0.0003043883,0.001058791],"category_scores_gemma":[0.0003281025,0.0001981891,0.0003286789,0.0003168288,0.0002710918,0.0002284165,0.0002481184,0.0003557692,0.0002656225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694067,"about_ca_system_score_gemma":0.0002211263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299342,"about_ca_topic_score_gemma":0.005360382,"domain_scores_codex":[0.9997247,0.00002536421,0.00001560437,0.00008646797,0.0001115338,0.00003629426],"domain_scores_gemma":[0.9997101,0.00005539022,0.00007793155,0.00002414741,0.0001083114,0.00002401556],"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":[0.0001138039,0.00002350274,0.00246815,0.00002797511,0.00001057184,0.00005485824,0.00009492448,0.0001866619,0.9952206,0.00001540984,0.00001465614,0.001768974],"study_design_scores_gemma":[0.000006785038,0.0008103705,0.02536435,0.00000546407,0.00003499182,0.0001731884,0.0001294981,0.0008204798,0.9718088,0.00003749312,0.0007936312,0.00001495389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972556,0.0001030496,0.001912349,0.00001166444,0.000004699275,0.00001953369,0.0002318569,0.00002770578,0.0004335133],"genre_scores_gemma":[0.991248,0.0002910118,0.00533695,0.00002857921,0.000006229198,0.00005531307,0.0003914601,0.00002892668,0.002613446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00299342,"threshold_uncertainty_score":0.005951941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785422693","doi":"10.1051/matecconf/201814816002","title":"Stick-slip and Torsional Friction Factors in Inclined Wellbores","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Norges Forskningsråd; University of Calgary; ConocoPhillips","keywords":"Drill string; Borehole; Slip (aerodynamics); Mechanics; Stiction; Drill pipe; Coulomb friction; Amplitude; String (physics); Static friction; Drill; Geotechnical engineering; Geology; Physics; Engineering; Materials science; Optics; Microelectromechanical systems; Mechanical engineering","authors":[{"name":"Ulf Jakob F. Aarsnes","is_ca":false},{"name":"Roman Shor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01069504640424731,"gpt":0.207666315405115,"spread":0.1969712690008677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001897885,0.0002918302,0.0003684122,0.0006966013,0.0001980907,0.0005049356,0.0003040562,0.0004048144,0.0008367567],"category_scores_gemma":[0.0009167644,0.000265539,0.0003030055,0.0003874783,0.0003964414,0.0006117818,0.0003345123,0.0001813849,0.0001007307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631356,"about_ca_system_score_gemma":0.000203459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036108,"about_ca_topic_score_gemma":0.007014565,"domain_scores_codex":[0.9998695,0.00001312478,0.000009337951,0.00002873007,0.00003748541,0.0000419077],"domain_scores_gemma":[0.999786,0.00006795098,0.00006918883,0.00002020516,0.00002665702,0.00002999766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003435574,0.0001308655,0.1446973,0.0001311742,0.00007217016,0.001331253,0.0003231911,0.7640783,0.07127183,0.001378902,0.000220336,0.01602106],"study_design_scores_gemma":[0.00001535851,0.0001386745,0.1071256,0.00001066745,0.00001941884,0.0001407366,0.0002251797,0.8862717,0.005318382,0.0005115208,0.0001933538,0.0000294471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994624,0.00006929378,0.004769999,0.000008558886,0.000002235612,0.00000434203,0.00003657272,0.00003838055,0.0004465994],"genre_scores_gemma":[0.9997317,0.00001505539,0.0001401434,5.836378e-7,3.006485e-7,8.852747e-7,0.00001309093,0.000002098372,0.00009607834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036108,"threshold_uncertainty_score":0.02060151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205136210","doi":"10.1051/matecconf/202235502024","title":"Resident user load classification method based on improved Gaussian mixture model clustering","year":2022,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cluster analysis; Principal component analysis; Mixture model; Computer science; Data mining; Dimensionality reduction; Correlation clustering; Gaussian; Pattern recognition (psychology); Clustering high-dimensional data; CURE data clustering algorithm; Curse of dimensionality; Artificial intelligence; Machine learning","authors":[{"name":"Haojing Wang","is_ca":false},{"name":"Yingjie Tian","is_ca":false},{"name":"An Li","is_ca":false},{"name":"Jihai Wu","is_ca":false},{"name":"Gaiping Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04951947806850086,"gpt":0.2921523989453899,"spread":0.242632920876889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009430202,0.001172043,0.001524727,0.00284585,0.0008346996,0.001332674,0.001687145,0.0008828928,0.001436898],"category_scores_gemma":[0.001980302,0.0003573641,0.001374165,0.002399089,0.0004736593,0.001544876,0.001044685,0.001191097,0.001615034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177654,"about_ca_system_score_gemma":0.001314516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175241,"about_ca_topic_score_gemma":0.01402234,"domain_scores_codex":[0.9985873,0.0002018683,0.00008223386,0.0004164344,0.0005343036,0.0001779858],"domain_scores_gemma":[0.9991757,0.0001111219,0.00005836683,0.0001220009,0.0004800193,0.00005276082],"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":[0.0005134533,0.0004241211,0.01383433,0.000159979,0.0002675079,0.0001464639,0.0005056048,0.1202524,0.0168428,0.006400964,0.01594372,0.8247086],"study_design_scores_gemma":[0.00001271129,0.00003801801,0.003596045,0.000007696084,0.00003043263,0.00006889438,0.00007312323,0.9883823,0.003524693,0.001912744,0.002312934,0.00004050459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03019472,0.0003033846,0.9631365,0.0001732949,0.000099547,0.0001290876,0.0002707855,0.003928363,0.001764328],"genre_scores_gemma":[0.5100679,0.0004666087,0.4797177,0.0001465859,0.0001595799,0.0002961954,0.002010812,0.0003762,0.006758436],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0175241,"threshold_uncertainty_score":0.03484416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312768969","doi":"10.1051/matecconf/202236404006","title":"Concrete substrate moisture requirements for durable concrete repairs – a field study","year":2022,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Innovative concrete reinforcement materials","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":"Université Laval","funders":"","keywords":"Substrate (aquarium); Moisture; Durability; Cementitious; Overlay; Materials science; Bond; Bond strength; Composite material; Structural engineering; Civil engineering; Computer science; Engineering; Cement; Geology; Adhesive","authors":[{"name":"Benoı̂t Bissonnette","is_ca":true},{"name":"Alexander M. Vaysburd","is_ca":false},{"name":"Kurt F. von Fay","is_ca":false},{"name":"Shannon J. Harrell","is_ca":false},{"name":"Luc Courard","is_ca":false},{"name":"Andrzej Garbacz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02909359497099494,"gpt":0.2619168745006291,"spread":0.2328232795296341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621264,0.0004317605,0.0004725172,0.0005981247,0.0004473577,0.0005021893,0.0006415157,0.0008629836,0.001485247],"category_scores_gemma":[0.001691315,0.0002696575,0.0004871543,0.0002864431,0.0004711371,0.0008940149,0.000399543,0.0006335386,0.0003896668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940352,"about_ca_system_score_gemma":0.0003895734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378328,"about_ca_topic_score_gemma":0.003113842,"domain_scores_codex":[0.9991661,0.0002422844,0.00006922974,0.0002128355,0.0002223889,0.00008714307],"domain_scores_gemma":[0.9976134,0.001249885,0.0003030509,0.0001930419,0.0005130601,0.0001276163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00225257,0.008633804,0.05190421,0.001182259,0.00007693422,0.001138711,0.003036267,0.03556086,0.8391834,0.001802645,0.001321235,0.05390717],"study_design_scores_gemma":[0.0001922021,0.04437505,0.189061,0.0001403096,0.000200328,0.001175413,0.006649041,0.03398075,0.7128946,0.00116975,0.009995405,0.0001662139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973569,0.0001498311,0.00141185,0.0000174879,0.000006188427,0.00004235812,0.00006943998,0.00001309165,0.0009329008],"genre_scores_gemma":[0.9981484,0.00016956,0.0009579418,0.000006880342,0.00001019439,0.00001840861,0.00008137284,0.000005664659,0.0006015062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002378328,"threshold_uncertainty_score":0.008574128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788277788","doi":"10.1051/matecconf/201814902025","title":"Neural networks and principle component analysis approaches to predict pile capacity in sand","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Pile; Artificial neural network; Bearing capacity; Perceptron; Computer science; Test data; Generalization; Regularization (linguistics); Component (thermodynamics); Displacement (psychology); Data mining; Artificial intelligence; Machine learning; Structural engineering; Engineering; Algorithm; Mathematics","authors":[{"name":"Amel Benali","is_ca":false},{"name":"Ammar Nechnech","is_ca":false},{"name":"Bakhta Boukhatem","is_ca":true},{"name":"M N Hussein","is_ca":true},{"name":"M Karry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05854784612663082,"gpt":0.2083609563624351,"spread":0.1498131102358043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776434,0.0005975381,0.0003172093,0.00105708,0.0001846215,0.0004462505,0.0004162057,0.0004077489,0.0007862853],"category_scores_gemma":[0.001456289,0.0002462213,0.0003860134,0.0007973057,0.0003368094,0.0005345152,0.0002637254,0.0005187533,0.0001828784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465783,"about_ca_system_score_gemma":0.0003590939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987995,"about_ca_topic_score_gemma":0.003322412,"domain_scores_codex":[0.9997864,0.00009231461,0.00001093941,0.00003596763,0.00005725111,0.0000171327],"domain_scores_gemma":[0.9995455,0.0003127253,0.0000419277,0.0000208959,0.0000687157,0.00001013811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004944135,0.00004736652,0.001360439,0.00006939399,0.00006325865,0.00003226483,0.00002333127,0.9082391,0.002762099,0.003703951,0.0003346199,0.08331471],"study_design_scores_gemma":[9.860042e-7,0.00000777865,0.0005090666,0.000002195371,0.0000026034,0.000005796721,0.000003212177,0.9974836,0.0004247624,0.001422856,0.000133231,0.000003941069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05109991,0.0006557332,0.9457363,0.0001450987,0.00003529373,0.00004381436,0.0001121037,0.000450896,0.001720933],"genre_scores_gemma":[0.8288976,0.0009431913,0.1662014,0.00004888751,0.0000893988,0.0001626747,0.0002193154,0.00008826925,0.00334924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003987995,"threshold_uncertainty_score":0.007929564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312609813","doi":"10.1051/matecconf/202236601001","title":"Gradual development of S-shaped gears","year":2022,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pressure angle; Helix angle; Bevel gear; Spiral bevel gear; Flank; Non-circular gear; Hobbing; Involute; Lubrication; Mechanical engineering; Rack; Engineering; Structural engineering; Gear train; Machining","authors":[{"name":"Gorazd Hlebanja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01584539038810901,"gpt":0.2066625499263378,"spread":0.1908171595382288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011607,0.0005824899,0.0004165765,0.001211347,0.000338659,0.0009891466,0.001620159,0.0008995419,0.003731634],"category_scores_gemma":[0.001276261,0.0003852777,0.0009407919,0.0005132012,0.0008354591,0.001099511,0.001275422,0.0007340767,0.002880445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006484557,"about_ca_system_score_gemma":0.0008463254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705272,"about_ca_topic_score_gemma":0.0004338757,"domain_scores_codex":[0.9990438,0.00009511573,0.00007690075,0.0002701812,0.0004123093,0.0001017001],"domain_scores_gemma":[0.9987947,0.00007359235,0.0001034192,0.0001859352,0.0006849106,0.0001574693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002947984,0.000182003,0.007919636,0.0007837509,0.00006882864,0.001030792,0.0009560153,0.01140945,0.3822949,0.1142984,0.005991147,0.4747703],"study_design_scores_gemma":[0.0001201482,0.004208803,0.01563107,0.0003355815,0.00009347339,0.006089311,0.0005089777,0.05286574,0.3876086,0.02244796,0.5098343,0.0002560813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4632932,0.008366998,0.4264457,0.001229261,0.001207537,0.0005995078,0.0005500784,0.002470058,0.09583761],"genre_scores_gemma":[0.5945747,0.004120932,0.3620443,0.0003874659,0.0002031318,0.0001930726,0.0005559575,0.000289779,0.03763055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003731634,"threshold_uncertainty_score":0.0124836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389787248","doi":"10.1051/matecconf/202338808002","title":"X-ray computed tomography vs Archimedes method: a head-to-head comparison","year":2023,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Porosity; Materials science; Aluminium; Head (geology); Tomography; Alloy; Reliability (semiconductor); Selective laser melting; Computed tomography; Composite material; Biomedical engineering; Optics; Microstructure; Engineering; Surgery","authors":[{"name":"Tebogo Ledwaba","is_ca":false},{"name":"Busisiwe Mbuyisa","is_ca":false},{"name":"Byron Blakey-Milner","is_ca":false},{"name":"Christine Steenkamp","is_ca":false},{"name":"Anton du Plessis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03854672128928489,"gpt":0.3020118506254941,"spread":0.2634651293362092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008065,0.0007296104,0.001122689,0.002094893,0.0003502042,0.0009907273,0.0007637704,0.0008231979,0.006817304],"category_scores_gemma":[0.00369465,0.0003586802,0.0006979736,0.001699454,0.000457773,0.0007286334,0.0009210439,0.0004445963,0.00136612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388578,"about_ca_system_score_gemma":0.00037988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395819,"about_ca_topic_score_gemma":0.002380965,"domain_scores_codex":[0.9987483,0.0002153871,0.0000914561,0.0002183779,0.000649869,0.00007670063],"domain_scores_gemma":[0.9961098,0.001760797,0.0003508873,0.0003500389,0.001323169,0.0001052914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02150863,0.0009410774,0.06066473,0.005198776,0.00214574,0.001089236,0.0009503571,0.005871615,0.2952936,0.001786161,0.006865206,0.5976849],"study_design_scores_gemma":[0.0008047392,0.02258611,0.4017467,0.0008195379,0.004487771,0.01440243,0.003903076,0.0324897,0.4546791,0.002586671,0.06076596,0.000728177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049799,0.04542579,0.1128168,0.0005508593,0.0008833974,0.0009727042,0.005612954,0.002811202,0.02594634],"genre_scores_gemma":[0.9283494,0.01358054,0.04436675,0.0003958389,0.0002821683,0.0003274084,0.00218856,0.0009425172,0.009566821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006817304,"threshold_uncertainty_score":0.02280617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253234101","doi":"10.1051/matecconf/202133703001","title":"Moisture and soil strength monitoring of a railway embankment remediated with wicking geotextile","year":2021,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subgrade; Ballast; Geotextile; Drainage; Environmental science; Water content; Geotechnical engineering; Levee; Moisture; Precipitation; Hydrology (agriculture); Geology; Meteorology","authors":[{"name":"Camila Alvarenga","is_ca":true},{"name":"Haji Abdulrazagh Parisa","is_ca":true},{"name":"T. Hendry Michael","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007130267436480055,"gpt":0.1910798529171067,"spread":0.1839495854806267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001212583,0.0003209637,0.0003598114,0.0004612375,0.0004867342,0.0003313017,0.0004161863,0.0003263029,0.0004451259],"category_scores_gemma":[0.000115609,0.0001353417,0.0002017215,0.0004534443,0.0002203035,0.000149685,0.0001894358,0.0002405816,0.0001508678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005249723,"about_ca_system_score_gemma":0.0004481983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06812846,"about_ca_topic_score_gemma":0.1551757,"domain_scores_codex":[0.999872,0.00000607622,0.00000449334,0.00003821977,0.0000584867,0.00002061004],"domain_scores_gemma":[0.9998894,0.00000866443,0.00002081347,0.000007306076,0.00005459882,0.00001921115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006380287,0.0007320562,0.3068097,0.0001459911,0.00009999282,0.001642394,0.0007551789,0.007406332,0.6587822,0.0000679361,0.0005244245,0.02239585],"study_design_scores_gemma":[0.00002083554,0.0007384244,0.8972462,0.00001278907,0.00007205684,0.0002463057,0.0008487339,0.01917553,0.08071021,0.00002491885,0.0008735674,0.00003042745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994465,0.00001517982,0.0001890645,0.000003610131,0.000001352373,0.000006027478,0.0001424746,0.00001842949,0.0001774519],"genre_scores_gemma":[0.9989975,0.00002733457,0.0004518949,0.00000419706,0.000001172725,0.000004278078,0.000152572,0.000003937865,0.0003570793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06812846,"threshold_uncertainty_score":0.1354638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887397658","doi":"10.1051/matecconf/201818701006","title":"Effect of Polymer Degradation on Polymer Flooding in Homogeneous Reservoirs","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Polymer; Polymer degradation; Degradation (telecommunications); Viscosity; Rheology; Materials science; Enhanced oil recovery; Shear thinning; Shear rate; Chemical engineering; Composite material; Electronic engineering; Engineering","authors":[{"name":"Xiankang Xin","is_ca":false},{"name":"Gaoming Yu","is_ca":false},{"name":"Ruicheng Ma","is_ca":false},{"name":"Keliu Wu","is_ca":true},{"name":"Zhangxin Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009663966745310027,"gpt":0.2469736096324729,"spread":0.2373096428871628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003706784,0.0003455056,0.0004829036,0.0003060487,0.0001809601,0.0003078466,0.000315054,0.0004309989,0.0004994151],"category_scores_gemma":[0.001197809,0.0001642236,0.0004225685,0.0002154998,0.0003958836,0.0007472813,0.0003880831,0.0002893001,0.00007306382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544663,"about_ca_system_score_gemma":0.0004003137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677964,"about_ca_topic_score_gemma":0.0009563294,"domain_scores_codex":[0.9997932,0.00002999668,0.00001756978,0.00003878047,0.00007664757,0.00004385729],"domain_scores_gemma":[0.9995499,0.0002247379,0.0001032078,0.00003593355,0.00006443726,0.00002172387],"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":[0.0005463285,0.0002013829,0.00668228,0.0004354295,0.00004860535,0.0004488735,0.0001743001,0.2608037,0.7121946,0.0007228207,0.0001343241,0.01760735],"study_design_scores_gemma":[0.00003450295,0.0005203568,0.002422802,0.00001141263,0.00003576548,0.00008455411,0.00005702077,0.5424858,0.4533857,0.0002060062,0.0007318194,0.00002435943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787133,0.0003567918,0.01996677,0.00003735787,0.00001538127,0.00003898748,0.00007805438,0.0001298284,0.0006634675],"genre_scores_gemma":[0.9952767,0.0002068953,0.004004682,0.00001303553,0.000001881381,0.00002438406,0.00004396325,0.00001361514,0.0004147697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001677964,"threshold_uncertainty_score":0.00333643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992352791","doi":"10.1051/matecconf/201930008005","title":"On the phase angle role in the shear response of ZK60 Mg alloys under multiaxial fatigue","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Amplitude; Materials science; Shear (geology); Phase angle (astronomy); Phase (matter); Torque; Strain (injury); Shear stress; Composite material; Mechanics; Structural engineering; Physics; Thermodynamics; Optics; Engineering","authors":[{"name":"Seyyed Mohamad Hasan Karparvarfard","is_ca":true},{"name":"Seyed Behzad Behravesh","is_ca":true},{"name":"S.K. Shaha","is_ca":true},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03812772734781777,"gpt":0.2816919455397839,"spread":0.2435642181919662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002367844,0.000206808,0.0001548293,0.0003288908,0.00008859822,0.0001398163,0.0001816755,0.0002435433,0.001449698],"category_scores_gemma":[0.0005156926,0.0001384881,0.0001323839,0.0002172292,0.0002553675,0.0002062014,0.0001178678,0.0001236147,0.0001995863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110642,"about_ca_system_score_gemma":0.00007445598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005054486,"about_ca_topic_score_gemma":0.0008540168,"domain_scores_codex":[0.9998689,0.00001506587,0.00001154817,0.00002607473,0.00005456037,0.00002386769],"domain_scores_gemma":[0.9996696,0.00010205,0.0001153606,0.00002027449,0.00007535968,0.000017441],"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":[0.0007127126,0.00003586681,0.003391945,0.00007238866,0.000006166587,0.0001386431,0.0001244426,0.002325892,0.9874327,0.0001195598,0.00004726227,0.005592407],"study_design_scores_gemma":[0.00001983853,0.0009787686,0.07595503,0.00001635188,0.00002260316,0.0002206677,0.0001699021,0.0206187,0.9012254,0.0001266658,0.0006242935,0.0000217754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987404,0.0001889335,0.0006409963,0.000009153185,0.000003295153,0.000003758602,0.00003956373,0.000009515164,0.0003644543],"genre_scores_gemma":[0.999397,0.00007255148,0.0001642432,0.000003449029,0.000001460517,0.000002377982,0.00004212289,0.00000325262,0.0003135194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001449698,"threshold_uncertainty_score":0.004849732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921194876","doi":"10.1051/matecconf/201927501020","title":"Embedment Strength of Cross-Laminated Timber for Smooth Dowel-type Fasteners","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of Northern British Columbia","funders":"","keywords":"Embedment; Dowel; Structural engineering; Cross laminated timber; Transverse plane; Engineering; Materials science","authors":[{"name":"Weiqun Dong","is_ca":false},{"name":"Qiao Li","is_ca":false},{"name":"Hao Zhang","is_ca":false},{"name":"Zhiqiang Wang","is_ca":false},{"name":"Jianhui Zhou","is_ca":true},{"name":"Meng Gong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0169203585363277,"gpt":0.2447310939352447,"spread":0.227810735398917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121969,0.0004571973,0.0003226951,0.001039376,0.0001274025,0.0002963906,0.0003621624,0.0004163996,0.0009393435],"category_scores_gemma":[0.001591912,0.0002906825,0.0006134132,0.0005031926,0.0002353756,0.0005029025,0.0002821626,0.0002533761,0.0002188996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803906,"about_ca_system_score_gemma":0.0002020217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004495281,"about_ca_topic_score_gemma":0.001921941,"domain_scores_codex":[0.9994004,0.0000714853,0.00006582132,0.00008764588,0.0003326505,0.00004205086],"domain_scores_gemma":[0.9991703,0.0002680058,0.0002146804,0.00005065252,0.0002421385,0.00005429094],"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":[0.0005256914,0.000164267,0.02194729,0.0005219049,0.00006707009,0.0002712616,0.0002152209,0.0201245,0.9017363,0.0005487752,0.0001694474,0.05370839],"study_design_scores_gemma":[0.00003812274,0.003494304,0.1376361,0.000062158,0.000192409,0.0003875099,0.000205836,0.08234117,0.7733278,0.0003166863,0.001918942,0.00007899568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928679,0.0004862278,0.006044571,0.000008038912,0.00001306066,0.00001460884,0.00007658223,0.00002542644,0.0004636699],"genre_scores_gemma":[0.9961337,0.0002068971,0.003001197,0.000006444792,0.000002587517,0.00001387144,0.0000967591,0.000008383146,0.0005302563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001121969,"threshold_uncertainty_score":0.005933583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135761512","doi":"10.1051/matecconf/20152007001","title":"Monitoring gears by vibration measurements: Lempel-Ziv complexity and Approximate Entropy as diagnostic tools","year":2015,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Approximate entropy; Kurtosis; Vibration; Sample entropy; Computer science; Entropy (arrow of time); Pattern recognition (psychology); Signal processing; Fault detection and isolation; SIGNAL (programming language); Condition monitoring; Artificial intelligence; Speech recognition; Engineering; Statistics; Mathematics; Acoustics","authors":[{"name":"Mourad Kedadouche","is_ca":true},{"name":"Marc Thomas","is_ca":true},{"name":"Antoine Tahan","is_ca":true},{"name":"Raynald Guilbault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07598720333258466,"gpt":0.2983278691618411,"spread":0.2223406658292564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008720351,0.0005325005,0.000495781,0.002030089,0.0001737668,0.0009872777,0.0003745629,0.0005221601,0.0004846464],"category_scores_gemma":[0.005188509,0.0001649942,0.0002798607,0.0008576252,0.0006559035,0.001682538,0.0006543064,0.0004243465,0.0001364893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793639,"about_ca_system_score_gemma":0.0001765373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028411,"about_ca_topic_score_gemma":0.0002985946,"domain_scores_codex":[0.9993513,0.0002482755,0.00003694741,0.00007491636,0.0002541159,0.00003444738],"domain_scores_gemma":[0.997923,0.001459154,0.0002749284,0.0001225843,0.0001494193,0.0000710121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009330227,0.0001766266,0.02145037,0.0004796193,0.0001596823,0.0004496134,0.0004559535,0.2906555,0.08915759,0.04413594,0.001492835,0.5504533],"study_design_scores_gemma":[0.00001156808,0.0001377135,0.009169343,0.00002261537,0.00002137447,0.0001845706,0.00004531876,0.9676813,0.01004965,0.01201539,0.0006078889,0.00005324447],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1898782,0.002066903,0.8045844,0.0002834266,0.0000558494,0.00006101628,0.0001685322,0.0003502546,0.002551483],"genre_scores_gemma":[0.9249911,0.0005368931,0.07360815,0.00004419258,0.00008731917,0.00004985166,0.0001093228,0.00002149716,0.0005516429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002030089,"threshold_uncertainty_score":0.00461179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971569399","doi":"10.1051/matecconf/201928202066","title":"Effect of climate change on the energy performance and thermal comfort of high-rise residential buildings in cold climates","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Overheating (electricity); Climate change; Energy consumption; Environmental science; Greenhouse gas; Consumption (sociology); Thermal comfort; Climate zones; Efficient energy use; Meteorology; Architectural engineering; Geography; Engineering; Physical geography","authors":[{"name":"Fuad Baba","is_ca":true},{"name":"Hua Ge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005894027991822969,"gpt":0.1901458352807215,"spread":0.1842518072888986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004001437,0.0003988926,0.0002375496,0.0001901551,0.0003211713,0.0005798333,0.0002053589,0.0004239379,0.001150401],"category_scores_gemma":[0.0005297341,0.0001150178,0.0005234453,0.0003119567,0.0003099443,0.0003707773,0.0002942334,0.0002847793,0.0001972815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007928617,"about_ca_system_score_gemma":0.0002918588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213673,"about_ca_topic_score_gemma":0.02262295,"domain_scores_codex":[0.9997136,0.00009814277,0.000007537397,0.00002668037,0.00006154076,0.0000925075],"domain_scores_gemma":[0.9997264,0.000130618,0.0000383951,0.00002133722,0.00005354936,0.00002983667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005186856,0.0002601986,0.09023646,0.00006216436,0.0001153814,0.0003490843,0.00009591262,0.8786133,0.0183759,0.0009198093,0.0005411534,0.009912028],"study_design_scores_gemma":[0.00007871645,0.001110499,0.3415675,0.00001949711,0.0001764263,0.0002384617,0.0007724634,0.6276854,0.02484488,0.001029868,0.002406335,0.00006988779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966697,0.00007491689,0.0007867657,0.00004263213,0.000006391993,0.000004901238,0.00008456543,0.00001494819,0.002315141],"genre_scores_gemma":[0.9996513,0.00003154374,0.00009567737,0.000005442029,0.000001283268,0.000001397146,0.00004017079,0.000002297949,0.0001709226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0213673,"threshold_uncertainty_score":0.04248589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971440700","doi":"10.1051/matecconf/201928202050","title":"A brief compendium of water entry results derived from laboratory tests of various types of wall assemblies","year":2019,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Universiteit Gent","keywords":"Moisture; Compendium; Durability; Building envelope; ASHRAE 90.1; Envelope (radar); Structural engineering; Engineering; Entry Level; Curtain wall; Geotechnical engineering; Environmental science; Materials science; Composite material; Aerospace engineering; Thermal; Meteorology","authors":[{"name":"Michael Lacasse","is_ca":true},{"name":"Nathan Van Den Bossche","is_ca":false},{"name":"Stéphanie Van Linden","is_ca":false},{"name":"Travis Moore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01137204770948804,"gpt":0.2055627554382011,"spread":0.1941907077287131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273752,0.002111392,0.001458903,0.005595094,0.0003909451,0.00101535,0.001038224,0.0008541247,0.02222784],"category_scores_gemma":[0.002091869,0.0008938906,0.001141036,0.002261762,0.0002275733,0.001001476,0.0007803259,0.0007121565,0.02065869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812103,"about_ca_system_score_gemma":0.0004947918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006200035,"about_ca_topic_score_gemma":0.001492378,"domain_scores_codex":[0.997789,0.0002149544,0.0002572636,0.000170219,0.001482129,0.00008637803],"domain_scores_gemma":[0.9974483,0.0008344191,0.0002618817,0.0002739086,0.001092326,0.00008920592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007309217,0.0005898749,0.002670187,0.005761805,0.00009067772,0.0007844424,0.0001910897,0.005215469,0.2970653,0.0008435211,0.1147801,0.5712765],"study_design_scores_gemma":[0.00005698427,0.003395766,0.03351002,0.001282213,0.0001795716,0.003494732,0.000207175,0.003802531,0.2917851,0.001400638,0.6605812,0.0003040546],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1033409,0.1277712,0.3654501,0.001274605,0.005296491,0.003053153,0.07835008,0.02153121,0.2939322],"genre_scores_gemma":[0.2082914,0.1298596,0.2049871,0.002326975,0.002878038,0.003403589,0.1362745,0.007247768,0.304731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02222784,"threshold_uncertainty_score":0.07435948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904361490","doi":"10.1051/matecconf/201825103018","title":"Effect of climate change on the annual energy consumption of a single family house in British Columbia","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Climate change; Energy consumption; Consumption (sociology); Storm; Environmental science; Precipitation; Efficient energy use; Climate zones; Energy (signal processing); Winter storm; Meteorology; Climatology; Agricultural economics; Geography; Physical geography; Engineering; Ecology; Economics","authors":[{"name":"Fuad Baba","is_ca":true},{"name":"Hua Ge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01465733558103788,"gpt":0.207328816850816,"spread":0.1926714812697781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598509,0.0002618606,0.0002534225,0.0003401069,0.0008888147,0.0009688954,0.0006051452,0.0002869093,0.002628117],"category_scores_gemma":[0.0005210151,0.0001557278,0.0003294004,0.0009166255,0.0003017926,0.0002366689,0.0003130244,0.0003254284,0.0001985494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01392952,"about_ca_system_score_gemma":0.004142227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9725325,"about_ca_topic_score_gemma":0.984954,"domain_scores_codex":[0.9998069,0.00002415309,0.000005424346,0.00002924595,0.0000453338,0.00008887937],"domain_scores_gemma":[0.9997215,0.00004217259,0.00001721505,0.00001381496,0.0001556809,0.00004967117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329292,0.0005116803,0.6405,0.00015187,0.0003849297,0.001911311,0.0007175301,0.2881129,0.01919505,0.002124343,0.01052125,0.03453993],"study_design_scores_gemma":[0.00007203335,0.0001400151,0.8486229,0.00002925939,0.0001193926,0.0001594278,0.003195696,0.1381161,0.003800451,0.000289278,0.005374451,0.00008110606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952649,0.00006241634,0.00008950641,0.0001128877,0.000004549885,0.000006962524,0.000662319,0.00001377506,0.003782806],"genre_scores_gemma":[0.9978247,0.00006892323,0.00006727818,0.00002142714,5.606701e-7,0.000004200873,0.0003985864,0.000004416733,0.001609999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746755,"threshold_uncertainty_score":0.1010662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788395218","doi":"10.1051/matecconf/201814901072","title":"Feasibility of backfilling mines using cement kiln dust, fly ash, and cement blends","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Cement kiln; Cement; Compressive strength; Fly ash; Lime; Materials science; Thermogravimetric analysis; Alkalinity; Kiln; Waste management; Composite material; Environmental science; Metallurgy; Chemical engineering; Engineering; Chemistry","authors":[{"name":"H. Beltagui","is_ca":false},{"name":"Mohammed Sonebi","is_ca":false},{"name":"Karen Maguire","is_ca":false},{"name":"Susan Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06932398675244851,"gpt":0.3028647421750308,"spread":0.2335407554225823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005771607,0.0004936528,0.0004773494,0.0003773622,0.0003017601,0.0007006473,0.0004725377,0.0004982055,0.0009653645],"category_scores_gemma":[0.0008364728,0.0003011252,0.0003783967,0.0002696243,0.000319636,0.00055306,0.0004997117,0.0003211211,0.0003540787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659849,"about_ca_system_score_gemma":0.0003658787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100653,"about_ca_topic_score_gemma":0.003730193,"domain_scores_codex":[0.9995356,0.00006561592,0.00004378782,0.0000789925,0.0001882686,0.00008783094],"domain_scores_gemma":[0.99968,0.00007816553,0.00007761903,0.00004153431,0.00007211873,0.00005056805],"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":[0.0003035331,0.0001061128,0.002179009,0.00008908509,0.000009463079,0.00007879108,0.00006160007,0.0005045676,0.9901957,0.00003562213,0.00002550309,0.006411087],"study_design_scores_gemma":[0.00001510783,0.001366512,0.008378215,0.00001348872,0.00002840331,0.0001357374,0.000149161,0.001620393,0.9873123,0.00002808724,0.0009414549,0.00001128259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983809,0.0001476944,0.0009947943,0.00001340018,0.00000525211,0.00002078027,0.00004397429,0.00003503109,0.0003582756],"genre_scores_gemma":[0.9967499,0.0001445672,0.002558502,0.00001105776,0.000002157826,0.000009689039,0.00004770918,0.00001360995,0.0004627783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00100653,"threshold_uncertainty_score":0.003229439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208821929","doi":"10.1051/matecconf/202032201035","title":"The influence of moisture on the energy performance of retrofitted walls","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transmittance; Moisture; Transient (computer programming); Water content; Thermal; Environmental science; Materials science; Thermal transmittance; Energy performance; Efficient energy use; Composite material; Meteorology; Geotechnical engineering; Engineering; Computer science; Thermal resistance","authors":[{"name":"Mafalda Amorim","is_ca":false},{"name":"Vasco Peixoto de Freitas","is_ca":false},{"name":"Isabel Torres","is_ca":false},{"name":"Tomasz Kisilewicz","is_ca":false},{"name":"Umberto Berardi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01426964016544333,"gpt":0.1883025248820662,"spread":0.1740328847166229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003369025,0.0003319657,0.0002538026,0.0003340744,0.0001842842,0.0003475479,0.0002009511,0.000285479,0.001060095],"category_scores_gemma":[0.0006116276,0.000157276,0.0002530403,0.0003048486,0.0002366763,0.0003307251,0.0002346111,0.0003372692,0.0001931268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016348,"about_ca_system_score_gemma":0.00005591318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002439698,"about_ca_topic_score_gemma":0.0003991836,"domain_scores_codex":[0.9997881,0.00003851182,0.00001516536,0.00003739185,0.00008078681,0.00004006166],"domain_scores_gemma":[0.9996897,0.0001168835,0.00006445118,0.00003388891,0.00007501923,0.00002004859],"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":[0.0003211072,0.00003903579,0.001772833,0.0000916087,0.00001724813,0.000158865,0.0001045397,0.002995671,0.9883873,0.00006924589,0.00004295805,0.005999724],"study_design_scores_gemma":[0.000005428645,0.0006081493,0.008260497,0.0000121325,0.00002547765,0.0001142546,0.0001406095,0.004278392,0.9860227,0.0000256196,0.0004957907,0.0000108905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982393,0.0003023326,0.0009685346,0.000007430585,0.00001167701,0.000003638951,0.00005352512,0.00001828899,0.0003952612],"genre_scores_gemma":[0.998616,0.0001593139,0.0007647239,0.00000601394,0.000002827662,0.0000048073,0.00004905761,0.00001592147,0.0003812503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001060095,"threshold_uncertainty_score":0.003546357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899484559","doi":"10.1051/matecconf/201821904006","title":"The criteria for evaluation and selection the best tender applied by the authorities in Poland and selected EU countries","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Call for bids; Procurement; Quarter (Canadian coin); Order (exchange); Work (physics); Business; Selection (genetic algorithm); Accounting; Marketing; Finance; Computer science; Engineering; Geography","authors":[{"name":"Beata Grzyl","is_ca":false},{"name":"Magdalena Apollo","is_ca":false},{"name":"Emilia Miszewska-Urbańska","is_ca":false},{"name":"Adam Kristowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0300133162965211,"gpt":0.2923442985411681,"spread":0.262330982244647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05003721,0.0005741371,0.000876405,0.01416223,0.002624747,0.006804369,0.001273703,0.001089073,0.005327784],"category_scores_gemma":[0.08837143,0.0004294282,0.0008289496,0.01164832,0.002840132,0.002450461,0.003953073,0.0009794791,0.001006284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418437,"about_ca_system_score_gemma":0.006199811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658913,"about_ca_topic_score_gemma":0.004260941,"domain_scores_codex":[0.9441144,0.02603471,0.008458983,0.001512803,0.01713331,0.002745842],"domain_scores_gemma":[0.9408917,0.02626716,0.005393099,0.002183144,0.02362159,0.001643195],"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":[0.002422293,0.000569359,0.1293929,0.004798324,0.0004126919,0.002229413,0.0558233,0.01488883,0.01248206,0.1326954,0.02293734,0.621348],"study_design_scores_gemma":[0.0004914429,0.002376564,0.4217933,0.005717419,0.0006934038,0.00298766,0.171674,0.03741538,0.01974658,0.07678372,0.2595541,0.0007664821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7199237,0.002800586,0.09874158,0.002224935,0.0002578281,0.007824272,0.002170576,0.0001842605,0.1658723],"genre_scores_gemma":[0.8890585,0.0006899181,0.100109,0.0001409418,0.0000489694,0.002719767,0.0008036635,0.00008549175,0.006343693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05003721,"threshold_uncertainty_score":0.2646252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}