{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1410,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":1410,"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":"282ff7bad550","filters":{"venue":"Applied Sciences"}},"results":[{"id":"W2930650313","doi":"10.3390/app9071345","title":"Wavelet Transform Application for/in Non-Stationary Time-Series Analysis: A Review","year":2019,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":586,"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":"Youth Innovation Promotion Association; National Key Research and Development Program of China; Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Wavelet transform; Wavelet; Series (stratigraphy); Discrete wavelet transform; Computer science; Selection (genetic algorithm); Interpretation (philosophy); Explosive material; Mathematics; Algorithm; Pattern recognition (psychology); Artificial intelligence; Geology; Geography; Archaeology","authors":[{"name":"Manel Rhif","is_ca":false},{"name":"Ali Ben Abbes","is_ca":true},{"name":"Imed Riadh Farah","is_ca":false},{"name":"Beatriz Martínez","is_ca":false},{"name":"Yan‐Fang Sang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455869314376013,"gpt":0.3090370746206598,"spread":0.2744783814768996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005827,0.0009969026,0.001168894,0.003501217,0.0002677941,0.001216711,0.0008749787,0.001088876,0.003670747],"category_scores_gemma":[0.002169117,0.0003420538,0.0008176367,0.004887267,0.0005959881,0.001913366,0.0006713124,0.001355937,0.001922963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004862426,"about_ca_system_score_gemma":0.001086792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265957,"about_ca_topic_score_gemma":0.001071644,"domain_scores_codex":[0.999709,0.00004517722,0.00005818129,0.00006278634,0.0001067434,0.00001815492],"domain_scores_gemma":[0.9989244,0.0006854113,0.0001028293,0.00003160761,0.0002257416,0.00002986476],"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":[0.00003764408,0.00005504185,0.0003728118,0.01345843,0.0000833854,0.0001890477,0.00007084538,0.001051117,0.001362469,0.006602865,0.01553812,0.9611782],"study_design_scores_gemma":[0.00001887973,0.0001481894,0.002712262,0.008445219,0.0002584856,0.002552108,0.0001569752,0.0021086,0.001914049,0.01252248,0.9690881,0.00007459037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004144302,0.9930049,0.003118867,0.0006771635,0.0004894854,0.0000149857,0.00005072458,0.00002664289,0.002202788],"genre_scores_gemma":[0.001912655,0.9954581,0.00148048,0.0001567061,0.0003523545,0.00001398098,0.00005829736,0.000007073217,0.0005603642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003670747,"threshold_uncertainty_score":0.01227987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940781845","doi":"10.3390/app9091736","title":"Blockchain Technology in Healthcare: A Comprehensive Review and Directions for Future Research","year":2019,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":559,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Blockchain; Health care; Healthcare industry; Emerging technologies; Data science; Business; Open research; Computer science; Knowledge management; Political science; Computer security; World Wide Web","authors":[{"name":"Seyednima Khezr","is_ca":true},{"name":"Md Moniruzzaman","is_ca":true},{"name":"Abdulsalam Yassine","is_ca":true},{"name":"Rachid Benlamri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111538173126454,"gpt":0.4142194101201445,"spread":0.3026812369936905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00207564,0.0007003333,0.001410446,0.004004184,0.0004467553,0.001773142,0.0008550448,0.001436342,0.005639215],"category_scores_gemma":[0.003242113,0.0003237042,0.0008630702,0.00530989,0.0006141874,0.0024277,0.0009369593,0.001518211,0.001306552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101093,"about_ca_system_score_gemma":0.004118616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014344,"about_ca_topic_score_gemma":0.003706705,"domain_scores_codex":[0.9993964,0.0001577454,0.0001180112,0.00008936531,0.0001853353,0.00005301981],"domain_scores_gemma":[0.9970055,0.002132554,0.0002490514,0.00005564241,0.0004479805,0.0001093005],"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":[0.00008119528,0.00008072576,0.0003813333,0.06876034,0.0001540814,0.0001989418,0.000163774,0.0007048891,0.0006180379,0.01213842,0.03259296,0.8841254],"study_design_scores_gemma":[0.00001786831,0.0001130148,0.0008419268,0.02827567,0.0003070142,0.0006924983,0.0001597332,0.0002242799,0.0002594505,0.005621449,0.9634558,0.00003133985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006735799,0.9988342,0.00008692996,0.0004474835,0.0001222018,0.000003589202,0.00001447619,0.000003542265,0.0004201847],"genre_scores_gemma":[0.0004569887,0.9990433,0.0001053745,0.0001636506,0.0001072403,0.000003818509,0.00001448894,7.988e-7,0.0001042915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005639215,"threshold_uncertainty_score":0.01886511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080813269","doi":"10.3390/app10175918","title":"Peak Fitting Applied to Fourier Transform Infrared and Raman Spectroscopic Analysis of Proteins","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":518,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Raman spectroscopy; Amide; Chemistry; Fourier transform infrared spectroscopy; Analytical Chemistry (journal); Protein secondary structure; Infrared; Globular protein; Infrared spectroscopy; Crystallography; Chromatography; Physics; Optics; Organic chemistry; Biochemistry","authors":[{"name":"Azin Sadat","is_ca":true},{"name":"Iris J. Joye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03209471575948786,"gpt":0.2361409755055769,"spread":0.204046259746089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831661,0.001659951,0.0008528035,0.002549053,0.0007396414,0.001023403,0.001385157,0.001104404,0.003969352],"category_scores_gemma":[0.004529438,0.0007333478,0.001448328,0.00388618,0.0005018206,0.001199081,0.0008499937,0.001341841,0.00276035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180215,"about_ca_system_score_gemma":0.001084658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354469,"about_ca_topic_score_gemma":0.001929624,"domain_scores_codex":[0.998521,0.0002985069,0.0001037111,0.000338822,0.0006495148,0.00008842879],"domain_scores_gemma":[0.9987969,0.0004931091,0.0001059175,0.0001680162,0.0004121862,0.00002377501],"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":[0.0002791679,0.0003753889,0.002697022,0.0007717167,0.0002155601,0.0003528962,0.0005915927,0.06138343,0.2728178,0.006804232,0.002414814,0.6512964],"study_design_scores_gemma":[0.00001819006,0.0002042927,0.004497102,0.00004861557,0.00007116625,0.0004685962,0.0002031255,0.7371046,0.2320952,0.006804316,0.01838141,0.0001034132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009506991,0.0001629322,0.9859802,0.00003217413,0.00004627206,0.00008910544,0.0001285119,0.003031826,0.001022058],"genre_scores_gemma":[0.09331796,0.0004547925,0.9013394,0.00003722651,0.00002573137,0.0003774357,0.0005274628,0.001002356,0.002917599],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003969352,"threshold_uncertainty_score":0.01327878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291366336","doi":"10.3390/app12168081","title":"On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":466,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Sept Iles; Université du Québec à Trois-Rivières; Université du Québec à Rimouski","funders":"","keywords":"Predictive maintenance; Prognostics; Downtime; Workflow; Industry 4.0; Condition-based maintenance; Context (archaeology); Predictive analytics; Engineering; Risk analysis (engineering); Production (economics); Computer science; Reliability engineering; Data science; Data mining; Business","authors":[{"name":"Mounia Achouch","is_ca":true},{"name":"Mariya Dimitrova","is_ca":true},{"name":"Khaled Ziane","is_ca":false},{"name":"Sasan Sattarpanah Karganroudi","is_ca":true},{"name":"Rizck Dhouib","is_ca":true},{"name":"Hussein Ibrahim","is_ca":true},{"name":"Mehdi Adda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3400403376815759,"gpt":0.4494295485135332,"spread":0.1093892108319573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270462,0.001758084,0.00149282,0.004628277,0.0005937149,0.004399257,0.002823488,0.002847761,0.002172019],"category_scores_gemma":[0.005693536,0.0009293801,0.001301215,0.005471524,0.001530398,0.005605458,0.001893246,0.003337513,0.001178888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195089,"about_ca_system_score_gemma":0.00215245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006675432,"about_ca_topic_score_gemma":0.003535149,"domain_scores_codex":[0.9983312,0.0004803455,0.0001506752,0.0002817677,0.0006491291,0.0001069293],"domain_scores_gemma":[0.9942252,0.004343433,0.0003396595,0.0002135318,0.0007586164,0.0001195168],"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":[0.00009543127,0.0002497067,0.005813176,0.00567446,0.0002025965,0.0003957118,0.000568025,0.2052825,0.001307672,0.2922002,0.01970992,0.4685005],"study_design_scores_gemma":[0.00001626806,0.0002598031,0.002466328,0.003619635,0.0001430338,0.000592301,0.000468215,0.5495012,0.001498351,0.2349812,0.2062844,0.0001691237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.008267512,0.4338748,0.5216185,0.009618092,0.001108976,0.0001700439,0.0006075184,0.001132187,0.02360233],"genre_scores_gemma":[0.191379,0.6104575,0.1842304,0.001771688,0.003755561,0.0004063689,0.001598073,0.0002945139,0.006106999],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006675432,"threshold_uncertainty_score":0.01729608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029127089","doi":"10.3390/app10113824","title":"Gold Nanoparticles for Drug Delivery and Cancer Therapy","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":425,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"","keywords":"Nanotechnology; Drug delivery; Nanomaterials; Colloidal gold; Materials science; Nanomedicine; Cancer therapy; Nanoparticle; Drug; Cancer; Medicine; Pharmacology","authors":[{"name":"Sarkar Siddique","is_ca":true},{"name":"James C. L. Chow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04677168561237133,"gpt":0.266393518984019,"spread":0.2196218333716477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004340477,0.0005071285,0.0005378167,0.0005528724,0.000301365,0.0005922343,0.0004186155,0.0009573682,0.002549649],"category_scores_gemma":[0.0002980954,0.0001786312,0.0003721275,0.0004029999,0.0004253421,0.0005919769,0.0006497601,0.001143574,0.00188898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007319354,"about_ca_system_score_gemma":0.0005146548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006770949,"about_ca_topic_score_gemma":0.0008599508,"domain_scores_codex":[0.9995839,0.00008394435,0.00002043881,0.00007977733,0.0001936777,0.00003826988],"domain_scores_gemma":[0.9999268,0.00001899337,0.00001234235,0.000007607435,0.00002544033,0.000008782255],"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":[0.0001645919,0.0001226508,0.0004105908,0.005343157,0.0001117787,0.0005403426,0.0002390523,0.001578505,0.4975614,0.05095252,0.04166718,0.4013082],"study_design_scores_gemma":[0.00002514529,0.0002969641,0.0004535842,0.0003388837,0.0000518497,0.0009085775,0.00006147377,0.001536437,0.2334956,0.00890513,0.7538924,0.00003393437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01759163,0.8529162,0.05023119,0.004869328,0.003037279,0.0001976032,0.0003554779,0.0006921773,0.07010917],"genre_scores_gemma":[0.2772532,0.5903915,0.05433432,0.004787044,0.001404132,0.0003786199,0.0006954162,0.0001492405,0.07060651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002549649,"threshold_uncertainty_score":0.008529425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097103183","doi":"10.3390/app10217748","title":"Recommendation Systems: Algorithms, Challenges, Metrics, and Business Opportunities","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":398,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"Ryerson University","keywords":"Recommender system; Computer science; Information overload; Field (mathematics); Data science; Quality (philosophy); World Wide Web","authors":[{"name":"Zeshan Fayyaz","is_ca":true},{"name":"Mahsa Ebrahimian","is_ca":true},{"name":"Dina Nawara","is_ca":true},{"name":"Ahmed Ibrahim","is_ca":true},{"name":"Rasha Kashef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.214370222240161,"gpt":0.2810348115815397,"spread":0.0666645893413787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02849873,0.001609569,0.002651118,0.005959001,0.001559224,0.01068999,0.002288364,0.004830737,0.002968891],"category_scores_gemma":[0.07142273,0.0009293252,0.0009897122,0.01231194,0.003113768,0.01685242,0.002560775,0.004502407,0.002540564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00367868,"about_ca_system_score_gemma":0.003465148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009380118,"about_ca_topic_score_gemma":0.005040144,"domain_scores_codex":[0.9680262,0.01681795,0.002305572,0.002404336,0.009931487,0.0005145142],"domain_scores_gemma":[0.9488194,0.03596351,0.00178648,0.003887249,0.008710036,0.0008334347],"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":[0.0001112363,0.0001869282,0.00849236,0.002364713,0.0002815752,0.0000749601,0.0006126529,0.02114187,0.000830705,0.2652966,0.03151118,0.6690952],"study_design_scores_gemma":[0.00005082733,0.0004490091,0.0055849,0.002548774,0.0002239912,0.0007127527,0.001762656,0.2773812,0.001993797,0.5200009,0.1890476,0.0002437809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01150834,0.2172801,0.715306,0.0314768,0.001251293,0.0004966713,0.001102015,0.00111051,0.02046824],"genre_scores_gemma":[0.1656771,0.125286,0.6958362,0.001467435,0.002713549,0.0006512747,0.001589888,0.0002035187,0.006574866],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02849873,"threshold_uncertainty_score":0.1507174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940557726","doi":"10.3390/app9081713","title":"Current Biomedical Applications of 3D Printing and Additive Manufacturing","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":304,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"McGill University Health Centre; Réseau de Recherche en Santé Buccodentaire et Osseuse; McGill University","keywords":"3D printing; Nanotechnology; Computer science; Engineering; Manufacturing engineering; Materials science; Mechanical engineering","authors":[{"name":"Pouyan Ahangar","is_ca":true},{"name":"Megan E. Cooke","is_ca":true},{"name":"Michael H. Weber","is_ca":true},{"name":"Derek H. Rosenzweig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01416111752051762,"gpt":0.2826502943458016,"spread":0.268489176825284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798633,0.001089146,0.001063355,0.002937216,0.000532766,0.002523417,0.001390422,0.002156655,0.006009805],"category_scores_gemma":[0.001660153,0.0006011683,0.001162066,0.003052518,0.0012628,0.002091452,0.001525746,0.001568249,0.003833984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117684,"about_ca_system_score_gemma":0.0009740071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218131,"about_ca_topic_score_gemma":0.000573228,"domain_scores_codex":[0.9981022,0.0002183116,0.0001956018,0.0003276485,0.001047631,0.0001085243],"domain_scores_gemma":[0.9985032,0.0007644626,0.000196964,0.00009848749,0.0003747814,0.00006202779],"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":[0.0001051265,0.00009641213,0.0004232234,0.008918541,0.00005406436,0.0003305473,0.0002177265,0.0009545748,0.03866617,0.01877087,0.01079634,0.9206663],"study_design_scores_gemma":[0.000008585902,0.0002001886,0.0008373912,0.001446898,0.00007674106,0.002964213,0.0001202107,0.001268541,0.03320625,0.009413987,0.9503826,0.00007447127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002405202,0.9585287,0.01616951,0.001098421,0.0006765842,0.0000395292,0.00007827154,0.0001848782,0.02081887],"genre_scores_gemma":[0.01811291,0.9566845,0.01663451,0.001006946,0.001109035,0.0000807572,0.0001976133,0.00003866221,0.006135031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006009805,"threshold_uncertainty_score":0.02010483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038749753","doi":"10.3390/app10134626","title":"Lignin to Materials: A Focused Review on Recent Novel Lignin Applications","year":2020,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":246,"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":"Korea Institute of Science and Technology","keywords":"Lignin; Depolymerization; Materials science; Polymer; Raw material; Nanotechnology; Organic chemistry; Chemistry; Polymer chemistry; Composite material","authors":[{"name":"Osbert Yu","is_ca":true},{"name":"Kwang Ho Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06618534128334257,"gpt":0.3137604391858629,"spread":0.2475750979025203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003806101,0.001095764,0.001019838,0.002809539,0.0003511287,0.001095771,0.000625864,0.0008932988,0.01196972],"category_scores_gemma":[0.0005014177,0.0003637591,0.0006344066,0.003205928,0.0003001327,0.001378253,0.0006818349,0.001444596,0.003985645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004490861,"about_ca_system_score_gemma":0.0007780197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007423639,"about_ca_topic_score_gemma":0.00154375,"domain_scores_codex":[0.9998211,0.0000193237,0.00001974631,0.00004301399,0.00007414947,0.00002269455],"domain_scores_gemma":[0.9997845,0.0001027697,0.00003275459,0.000007350532,0.0000528389,0.00001977483],"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":[0.00006102266,0.0001189123,0.0001459968,0.04457662,0.00007618011,0.0002773757,0.0001006904,0.0005366618,0.008447168,0.008098179,0.03993138,0.8976299],"study_design_scores_gemma":[0.000004661902,0.00006028644,0.000268946,0.002119238,0.00005446837,0.0004508686,0.00003323233,0.00005031998,0.0009821493,0.001025769,0.9949391,0.00001102517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003105476,0.9955362,0.0002277458,0.0001777113,0.0003481536,0.000008511937,0.00005021332,0.00001276378,0.003328122],"genre_scores_gemma":[0.0008715453,0.9967901,0.0002420164,0.0001529036,0.0001760651,0.000007641935,0.00005783399,0.000003108243,0.001698743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01196972,"threshold_uncertainty_score":0.0400427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001614266","doi":"10.3390/app2020453","title":"Fluorine Based Superhydrophobic Coatings","year":2012,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Contact angle; Nanoparticle; Fourier transform infrared spectroscopy; Surface modification; Chemical engineering; Coating; Surface roughness; Spin coating; Composite material; Nanotechnology","authors":[{"name":"Jean-Denis Brassard","is_ca":true},{"name":"D.K. Sarkar","is_ca":true},{"name":"Jean Perron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03672252746354146,"gpt":0.264692416083407,"spread":0.2279698886198656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069017,0.000287775,0.0001721676,0.0002280322,0.0001620384,0.0001937397,0.0002568232,0.0003994539,0.001154283],"category_scores_gemma":[0.000111319,0.0001529341,0.0002075603,0.0000912188,0.0001641005,0.0002914301,0.0001903527,0.0002740753,0.0003311672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828214,"about_ca_system_score_gemma":0.0001019436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006790108,"about_ca_topic_score_gemma":0.001738128,"domain_scores_codex":[0.9998891,0.000009984496,0.000004681603,0.00002215873,0.00005038024,0.0000236773],"domain_scores_gemma":[0.9999388,0.00001272956,0.00001707287,0.000005115744,0.00001762477,0.000008572687],"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":[0.000009213545,0.000003886766,0.00003726753,0.00004178249,0.000002550339,0.00003013984,0.000006983474,0.00008585319,0.9976296,0.00006517187,0.00004677762,0.002040901],"study_design_scores_gemma":[0.000003260197,0.00006683736,0.0006577423,0.000002915846,0.000005166838,0.000151979,0.000004259531,0.0006725018,0.9958626,0.00002277186,0.002543842,0.000006132881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564309,0.008385725,0.02499324,0.0002078697,0.00008226475,0.00004910492,0.0002895471,0.0003596241,0.009201585],"genre_scores_gemma":[0.9815971,0.001771856,0.01202943,0.00008338781,0.00001841937,0.00001548131,0.000140889,0.00001414536,0.004329396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001154283,"threshold_uncertainty_score":0.003861427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905967871","doi":"10.3390/app8101730","title":"Early-Age Cracking in Concrete: Causes, Consequences, Remedial Measures, and Recommendations","year":2018,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":218,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"George Brown College","funders":"Universiti Kebangsaan Malaysia","keywords":"Cracking; Forensic engineering; Service life; Remedial education; Reinforced concrete; Engineering; Materials science; Structural engineering; Composite material; Psychology","authors":[{"name":"Md. Safiuddin","is_ca":true},{"name":"A. B. M. A. Kaish","is_ca":false},{"name":"Chin Ong Woon","is_ca":false},{"name":"Sudharshan N. Raman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04362429190549785,"gpt":0.2606028327239324,"spread":0.2169785408184345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852721,0.002300035,0.001212511,0.003427668,0.001043329,0.001744293,0.002557974,0.005797325,0.007749503],"category_scores_gemma":[0.004465102,0.000561047,0.0008885881,0.001501387,0.0008936619,0.003463011,0.001256705,0.002728508,0.002691616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719229,"about_ca_system_score_gemma":0.005925946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455559,"about_ca_topic_score_gemma":0.02815643,"domain_scores_codex":[0.9985517,0.0002591288,0.0001820364,0.0001573997,0.0007244487,0.0001252689],"domain_scores_gemma":[0.9930524,0.001613574,0.0005842222,0.000167385,0.003995229,0.000587284],"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":[0.000367676,0.001830961,0.01703686,0.01688076,0.000186729,0.002541044,0.0007162449,0.01796525,0.01004365,0.008521492,0.2444784,0.6794309],"study_design_scores_gemma":[0.0001764627,0.001486832,0.04671381,0.04002579,0.001383074,0.003725887,0.02349112,0.03763642,0.01916361,0.05770338,0.7677018,0.0007918163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02357249,0.6813648,0.03372265,0.2004872,0.01247242,0.000934236,0.00188623,0.001416505,0.04414351],"genre_scores_gemma":[0.1119957,0.7730541,0.04994178,0.01070563,0.0051233,0.0005465829,0.001309391,0.00009595458,0.04722755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01455559,"threshold_uncertainty_score":0.02894175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297988790","doi":"10.3390/app12199820","title":"A Novel Deep Learning Approach for Deepfake Image Detection","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Digital Media Forensic Detection","field":"Computer Science","cited_by":197,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Convolutional neural network; Face (sociological concept); Transfer of learning; Artificial intelligence; Deep learning; Fake news; Social media; Computer security; Data science; Internet privacy; World Wide Web","authors":[{"name":"Ali Raza","is_ca":false},{"name":"Kashif Munir","is_ca":false},{"name":"Mubarak Almutairi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01717738125733426,"gpt":0.2232634776273456,"spread":0.2060860963700114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004829422,0.00144308,0.0008653546,0.001166346,0.0004714673,0.0009173896,0.001968043,0.001637291,0.003804371],"category_scores_gemma":[0.001138229,0.0005213599,0.001037559,0.0007799901,0.0004241976,0.001412026,0.001218993,0.002062545,0.001700848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009888107,"about_ca_system_score_gemma":0.00121778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00891095,"about_ca_topic_score_gemma":0.01277659,"domain_scores_codex":[0.999611,0.00003448026,0.00002069535,0.0001075408,0.0001149506,0.0001112787],"domain_scores_gemma":[0.9996612,0.00007377389,0.00003910318,0.00004748342,0.0001467299,0.00003177327],"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":[0.0002721731,0.0002658771,0.002286285,0.0001534252,0.0001501153,0.0002871152,0.00006364791,0.1267614,0.0260877,0.004054104,0.01454319,0.825075],"study_design_scores_gemma":[0.000007439952,0.00005664513,0.0004505628,0.00001584206,0.00001681356,0.000103737,0.0000152814,0.986697,0.008118658,0.00200225,0.002504047,0.00001170228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03591277,0.001523527,0.9517304,0.000582927,0.000269868,0.0001401312,0.0007272651,0.004973414,0.004139799],"genre_scores_gemma":[0.5803851,0.001404942,0.3860556,0.0009412232,0.0001909519,0.0002750384,0.003479582,0.0003035849,0.02696389],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00891095,"threshold_uncertainty_score":0.0177182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029787607","doi":"10.3390/app10103606","title":"Applications of Pulsed Light Decontamination Technology in Food Processing: An Overview","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Food contact materials; Human decontamination; Food processing; Food packaging; Food engineering; Food industry; Food safety; Food preservation; Ultraviolet light; Environmental science; Process engineering; Business; Nanotechnology; Biochemical engineering; Materials science; Food science; Waste management; Engineering; Chemistry","authors":[{"name":"Ronit Mandal","is_ca":true},{"name":"Xanyar Mohammadi","is_ca":true},{"name":"Artur Wiktor","is_ca":false},{"name":"Anika Singh","is_ca":true},{"name":"Anubhav Pratap‐Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08906514520714019,"gpt":0.3454829970846978,"spread":0.2564178518775576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005732523,0.0008531522,0.0007579947,0.003802232,0.0003601738,0.001350474,0.0006720165,0.001316163,0.002043161],"category_scores_gemma":[0.0004882228,0.0005000934,0.0007928658,0.002671764,0.000473179,0.001713688,0.0007467602,0.001441611,0.001120536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300317,"about_ca_system_score_gemma":0.0007056789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007856386,"about_ca_topic_score_gemma":0.0007294508,"domain_scores_codex":[0.9995626,0.000061386,0.00005017461,0.00009489948,0.0001864595,0.00004443643],"domain_scores_gemma":[0.9996045,0.000194961,0.00004923034,0.0000146991,0.000113417,0.00002317889],"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":[0.0001414858,0.0002754946,0.001172211,0.02135918,0.00009455049,0.0005478441,0.0002378888,0.00106689,0.0328846,0.006869707,0.008792168,0.926558],"study_design_scores_gemma":[0.00001278512,0.0009133792,0.003363675,0.003280233,0.000171541,0.004818716,0.0002819561,0.001320301,0.02072286,0.004310247,0.9607046,0.0000996991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001513685,0.991488,0.002936071,0.0002788211,0.0001882883,0.00002097636,0.00002273449,0.00002946498,0.003522101],"genre_scores_gemma":[0.005239536,0.9900484,0.002925469,0.0001930563,0.0002618424,0.00002399379,0.00005058432,0.000008082437,0.001249095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003802232,"threshold_uncertainty_score":0.006835043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319922998","doi":"10.3390/app13042223","title":"A Systematic Literature Review on Urban Resilience Enabled with Asset and Disaster Risk Management Approaches and GIS-Based Decision Support Tools","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Resilience (materials science); Multidisciplinary approach; Asset (computer security); Emergency management; Risk analysis (engineering); Geographic information system; Asset management; Computer science; Decision support system; Scopus; Community resilience; Conceptual framework; Management science; Environmental planning; Business; Geography; Engineering; Political science; Resource (disambiguation); Sociology; Computer security; Data mining","authors":[{"name":"Seyed M. H. S. Rezvani","is_ca":false},{"name":"Maria João Falcão","is_ca":false},{"name":"Dragan Komljenović","is_ca":true},{"name":"N. Almeida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667311054762394,"gpt":0.2416652092021699,"spread":0.2249920986545459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101237,0.001456965,0.003556635,0.02359687,0.0008046056,0.003904567,0.001741183,0.001963521,0.006065523],"category_scores_gemma":[0.04440887,0.001022742,0.004821462,0.02617102,0.00107683,0.004087629,0.001948394,0.001398648,0.0005878216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003786983,"about_ca_system_score_gemma":0.02203411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008865354,"about_ca_topic_score_gemma":0.03103969,"domain_scores_codex":[0.992045,0.00309923,0.002600888,0.0004832897,0.001553811,0.0002176991],"domain_scores_gemma":[0.9536273,0.03584581,0.005309238,0.0005804038,0.004194858,0.0004423002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009012854,0.00003532387,0.0008488506,0.8438581,0.001635731,0.0002028747,0.0005968552,0.0003937644,0.0002105947,0.001412997,0.004551255,0.1461636],"study_design_scores_gemma":[0.00005331932,0.000106312,0.00262291,0.9335434,0.00789973,0.0003624814,0.0008969334,0.0001606019,0.000164836,0.0009966819,0.05315509,0.00003776736],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001000504,0.9960266,0.0006483879,0.0007451216,0.0001539225,0.0002080223,0.0003198264,0.00001139261,0.0008862443],"genre_scores_gemma":[0.007686806,0.989288,0.001954902,0.0003761328,0.00006070532,0.0003138468,0.0001951598,0.00000482039,0.0001197621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02359687,"threshold_uncertainty_score":0.05353987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972082796","doi":"10.3390/app9183755","title":"Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"National Natural Science Foundation of China","keywords":"Adaptive neuro fuzzy inference system; Mean squared error; Computer science; Data mining; Algorithm; Statistics; Artificial intelligence; Mathematics; Fuzzy logic; Fuzzy control system","authors":[{"name":"Wei Chen","is_ca":false},{"name":"Haoyuan Hong","is_ca":false},{"name":"Mahdi Panahi","is_ca":false},{"name":"Himan Shahabi","is_ca":false},{"name":"Yi Wang","is_ca":false},{"name":"Ataollah Shirzadi","is_ca":false},{"name":"Saied Pirasteh","is_ca":false},{"name":"Ali Asghar Alesheikh","is_ca":false},{"name":"Khabat Khosravi","is_ca":true},{"name":"Somayeh Panahi","is_ca":false},{"name":"Fatemeh Rezaie","is_ca":false},{"name":"Shaojun Li","is_ca":false},{"name":"Abolfazl Jaafari","is_ca":false},{"name":"Dieu Tien Bui","is_ca":false},{"name":"Baharin Bin Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01811691359555176,"gpt":0.2356102601444507,"spread":0.217493346548899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000487087,0.0007055975,0.0005099805,0.0007216195,0.0002553836,0.000377379,0.0003833914,0.0004155235,0.0003514436],"category_scores_gemma":[0.0009685451,0.0002524535,0.000538503,0.000437476,0.0002019047,0.0004981658,0.0002894505,0.0003301323,0.00006179693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949864,"about_ca_system_score_gemma":0.0004696299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174067,"about_ca_topic_score_gemma":0.009905015,"domain_scores_codex":[0.9998274,0.00003747507,0.00002113674,0.00004709527,0.00005013485,0.00001676501],"domain_scores_gemma":[0.9997465,0.0001160157,0.0000500982,0.00001483127,0.00006099477,0.00001159082],"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":[0.00005779463,0.00007192597,0.00582809,0.00007000652,0.00006674885,0.0001020112,0.00009008383,0.9370974,0.004920238,0.0004876576,0.0002444318,0.05096374],"study_design_scores_gemma":[0.000001985204,0.00001322323,0.000920561,0.000002288847,0.000005839108,0.000008464658,0.00001071535,0.9982854,0.0005902225,0.0001150671,0.00004354884,0.000002709932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5408702,0.0003695489,0.4555982,0.000193683,0.0000395971,0.00008392624,0.0001312183,0.0006295646,0.002084054],"genre_scores_gemma":[0.9591449,0.000102413,0.04016053,0.00001590297,0.00000644846,0.00004755207,0.00008143509,0.000008842912,0.0004319169],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01174067,"threshold_uncertainty_score":0.02334464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317207036","doi":"10.3390/app13031252","title":"Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review","year":2023,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Adversarial Robustness in Machine Learning","field":"Computer Science","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Conestoga College","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea; Ministry of Education, Science and Technology; National Research Foundation of Korea; National Research Foundation","keywords":"Computer science; Transparency (behavior); Computer security; Scope (computer science); Intrusion detection system; Internet of Things","authors":[{"name":"Cosmas Ifeanyi Nwakanma","is_ca":false},{"name":"Love Allen Chijioke Ahakonye","is_ca":false},{"name":"Judith Nkechinyere Njoku","is_ca":false},{"name":"J. C. Odirichukwu","is_ca":false},{"name":"Stanley Adiele Okolie","is_ca":false},{"name":"Chinebuli Uzondu","is_ca":false},{"name":"Christiana Chidimma Ndubuisi Nweke","is_ca":true},{"name":"Dong‐Seong Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1006367250751149,"gpt":0.3679713352342253,"spread":0.2673346101591104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001782,0.001119516,0.0009379399,0.002551096,0.0003378213,0.001770141,0.001047482,0.001447905,0.002811166],"category_scores_gemma":[0.002351111,0.0003545506,0.0008787655,0.003123686,0.0008897416,0.002328906,0.0007701276,0.001582253,0.0009444139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002212,"about_ca_system_score_gemma":0.001509522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725849,"about_ca_topic_score_gemma":0.001595102,"domain_scores_codex":[0.9995627,0.0001171021,0.00005503183,0.00008688359,0.0001478778,0.00003036261],"domain_scores_gemma":[0.9980714,0.001524047,0.0001131196,0.00005420357,0.0002035624,0.0000336909],"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":[0.00002744491,0.0001022431,0.0007906087,0.0212533,0.0002138285,0.0002346204,0.0002964999,0.006861944,0.0007978121,0.107391,0.01807108,0.8439597],"study_design_scores_gemma":[0.00001091805,0.0001920722,0.001687825,0.01287943,0.0002952994,0.001131497,0.0003433944,0.007562733,0.001044532,0.07358035,0.9011839,0.00008814654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004419712,0.9885702,0.005753883,0.0007722669,0.0002641915,0.00001634717,0.00002473077,0.00002254455,0.004133915],"genre_scores_gemma":[0.007364082,0.9883263,0.002785986,0.0002794605,0.0003646939,0.00002687557,0.00004305547,0.000008002368,0.0008015583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002811166,"threshold_uncertainty_score":0.009404302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1871174990","doi":"10.3390/app5040840","title":"Chemical Modification of Poly(Vinyl Alcohol) in Water","year":2015,"lang":"en","type":"article","venue":"Applied Sciences","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermogravimetric analysis; Vinyl alcohol; Chemical modification; Polymer chemistry; Thermal stability; Grafting; Click chemistry; Azide; Amine gas treating; Chemistry; Chemical stability; Fourier transform infrared spectroscopy; Alcohol; Functional group; Polymer; Organic chemistry; Chemical engineering","authors":[{"name":"Houssein Awada","is_ca":true},{"name":"Claude Daneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08567474790615667,"gpt":0.2717323246694454,"spread":0.1860575767632887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890909,0.0004549671,0.0002296295,0.0002065298,0.0001905301,0.0001906068,0.0002428588,0.0002530219,0.002059739],"category_scores_gemma":[0.000180838,0.0002222766,0.0002204545,0.0002406775,0.0001695315,0.0002871844,0.0002001377,0.0004069574,0.0008291146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803182,"about_ca_system_score_gemma":0.0001422866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003453875,"about_ca_topic_score_gemma":0.0006860563,"domain_scores_codex":[0.9997817,0.00001790449,0.00001812221,0.00006605896,0.00007323848,0.00004297186],"domain_scores_gemma":[0.9999077,0.00001594078,0.00002491451,0.00001176875,0.00002595813,0.00001366005],"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":[0.000007380715,0.000004287944,0.00001790809,0.00002985666,0.000001509897,0.00001774986,0.000004845809,0.0000387896,0.9988257,0.00003043853,0.00001609552,0.001005356],"study_design_scores_gemma":[0.000002519455,0.00005651698,0.0002101405,0.000002592838,0.000004545429,0.00004243584,0.000003842029,0.0002360263,0.9974447,0.00001765859,0.00197623,0.000002765898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181656,0.003299033,0.06824112,0.0001627507,0.0002380729,0.0004264695,0.0004819375,0.0007377255,0.008247374],"genre_scores_gemma":[0.9480193,0.002792039,0.03350463,0.0001303729,0.00003961455,0.0004108103,0.0006280019,0.0001235918,0.01435159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002059739,"threshold_uncertainty_score":0.006890476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388898364","doi":"10.3390/app132312600","title":"Mineral Characterization Using Scanning Electron Microscopy (SEM): A Review of the Fundamentals, Advancements, and Research Directions","year":2023,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Characterization (materials science); Nanotechnology; Scanning electron microscope; Artificial intelligence; Computer science; Materials science","authors":[{"name":"Asif Ali","is_ca":true},{"name":"Ning Zhang","is_ca":false},{"name":"Rafael M. Santos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.12636609813689,"gpt":0.4305568076295975,"spread":0.3041907094927075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392112,0.001088693,0.001196109,0.003492576,0.0004640266,0.001316338,0.000915681,0.001290422,0.002061573],"category_scores_gemma":[0.001337113,0.0005280828,0.0008560201,0.003266766,0.0006741179,0.002591406,0.0006353605,0.0011933,0.001368313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006877984,"about_ca_system_score_gemma":0.001360396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586557,"about_ca_topic_score_gemma":0.002299193,"domain_scores_codex":[0.9991823,0.0001278111,0.0001053997,0.0001357731,0.0004008431,0.00004793291],"domain_scores_gemma":[0.9988847,0.000522947,0.0001356811,0.00004552205,0.0003737017,0.00003752754],"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":[0.00009553399,0.0001053144,0.001772987,0.05450121,0.0002022437,0.000527698,0.0002785374,0.001680845,0.04234992,0.009724892,0.04040464,0.8483562],"study_design_scores_gemma":[0.000008759162,0.0001884539,0.002428939,0.004227317,0.0002403293,0.002248466,0.0002674976,0.00120841,0.01677334,0.004549697,0.9677714,0.00008730269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001203573,0.9927588,0.002891835,0.0005850398,0.0003248927,0.00001613263,0.0001214157,0.00005386032,0.002044456],"genre_scores_gemma":[0.003807925,0.9911137,0.003603355,0.0002484417,0.0002316343,0.00001846983,0.0001598093,0.00001385364,0.0008029023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003492576,"threshold_uncertainty_score":0.007362247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195556073","doi":"10.3390/app11167518","title":"A Review on Security of Smart Farming and Precision Agriculture: Security Aspects, Attacks, Threats and Countermeasures","year":2021,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Countermeasure; Computer security; Agriculture; Business; Internet of Things; Honeypot; Computer science; Risk analysis (engineering); Internet privacy; Engineering; Geography","authors":[{"name":"Abbas Yazdinejad","is_ca":true},{"name":"Behrouz Zolfaghari","is_ca":true},{"name":"Amin Azmoodeh","is_ca":true},{"name":"Ali Dehghantanha","is_ca":true},{"name":"Hadis Karimipour","is_ca":true},{"name":"Evan Fraser","is_ca":true},{"name":"Arthur G. Green","is_ca":true},{"name":"Conor Russell","is_ca":true},{"name":"Emily Duncan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04331043739111019,"gpt":0.3426784737171092,"spread":0.2993680363259991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256309,0.001140948,0.001145445,0.004187122,0.0005179723,0.00162928,0.0009213893,0.001623415,0.004709751],"category_scores_gemma":[0.00204167,0.000415635,0.00079488,0.004400968,0.000630554,0.002950872,0.0007538397,0.001484306,0.001877332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008280136,"about_ca_system_score_gemma":0.002263881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662201,"about_ca_topic_score_gemma":0.002663711,"domain_scores_codex":[0.9994667,0.00009846283,0.00008370406,0.00008583004,0.0002226593,0.0000425607],"domain_scores_gemma":[0.9980484,0.001249447,0.0002518219,0.00005166963,0.0003247481,0.00007379232],"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":[0.00004515472,0.00008491903,0.0005576976,0.05765193,0.0001397755,0.0003127878,0.0002973685,0.0009008315,0.001805031,0.01269189,0.04374467,0.8817679],"study_design_scores_gemma":[0.000004343433,0.00008784916,0.001122773,0.01348017,0.0001498839,0.000908412,0.0001832296,0.0001350768,0.0004611159,0.003209919,0.9802303,0.00002695152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000217033,0.9963095,0.0003271574,0.0004399571,0.0002396611,0.000008776158,0.00003030723,0.00001014364,0.002417421],"genre_scores_gemma":[0.001088187,0.997715,0.000273729,0.0002228961,0.0001342096,0.000007262175,0.00003452143,0.000002073335,0.0005220493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004709751,"threshold_uncertainty_score":0.01575571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998380900","doi":"10.3390/app10010292","title":"Printability of 3D Printed Hydrogel Scaffolds: Influence of Hydrogel Composition and Printing Parameters","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":145,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Materials science; Gelatin; 3D printing; 3D bioprinting; Extrusion; Scaffold; Nanotechnology; Composite material; Biomedical engineering; Tissue engineering; Polymer chemistry; Chemistry","authors":[{"name":"Saman Naghieh","is_ca":true},{"name":"M. D. Sarker","is_ca":true},{"name":"N. K. Sharma","is_ca":true},{"name":"Zohra Barhoumi","is_ca":false},{"name":"Daniel Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135577015480202,"gpt":0.2582670396348423,"spread":0.244709338086822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944524,0.0005999826,0.0003794839,0.0004445301,0.0001611682,0.0004691665,0.0002384737,0.0004522824,0.0006610958],"category_scores_gemma":[0.001800813,0.0002191253,0.0003654512,0.0003770083,0.0003077648,0.0006042856,0.0002348233,0.0005370004,0.0001867078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942174,"about_ca_system_score_gemma":0.0001222233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003706038,"about_ca_topic_score_gemma":0.0006546613,"domain_scores_codex":[0.9993937,0.00009842634,0.00009186408,0.0001359062,0.0002144374,0.00006570949],"domain_scores_gemma":[0.9975917,0.001487795,0.0005504867,0.0001442666,0.0001545185,0.00007126943],"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":[0.0000583505,0.000032046,0.0002468161,0.00006302963,0.00001084114,0.00006261581,0.00004840892,0.0004680147,0.9964918,0.00001258011,0.000009768231,0.002495768],"study_design_scores_gemma":[0.00000194279,0.00006095127,0.001500526,0.000002532554,0.000008049869,0.000026612,0.000009145137,0.001077071,0.9972125,0.00000916688,0.00008556429,0.000006013322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846572,0.001374197,0.01250611,0.00004452441,0.00003535781,0.00004513207,0.0002669809,0.0001445815,0.0009258761],"genre_scores_gemma":[0.9885824,0.0008061777,0.009731962,0.00005109652,0.00001655989,0.00004738011,0.0001311282,0.00007426244,0.000558992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006944524,"threshold_uncertainty_score":0.003672659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389306409","doi":"10.3390/app132312965","title":"Technological Breakthroughs in Sport: Current Practice and Future Potential of Artificial Intelligence, Virtual Reality, Augmented Reality, and Modern Data Visualization in Performance Analysis","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Sports Performance and Training","field":"Medicine","cited_by":143,"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":"Computer science; Virtual reality; Data science; Visualization; Augmented reality; Intelligence analysis; Big data; Human–computer interaction; Artificial intelligence; Data mining","authors":[{"name":"Victor Rodrigues Amaral Cossich","is_ca":true},{"name":"Dave Carlgren","is_ca":true},{"name":"Robert John Holash","is_ca":true},{"name":"Larry Katz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08266697396798309,"gpt":0.3886578314941948,"spread":0.3059908575262117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005383932,0.0008659839,0.0009736444,0.003950594,0.001078202,0.005759695,0.001248394,0.00284903,0.004751663],"category_scores_gemma":[0.008102609,0.0004465245,0.0009481348,0.004895869,0.004715067,0.007664859,0.002458221,0.003790539,0.001024581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242108,"about_ca_system_score_gemma":0.005047092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003545708,"about_ca_topic_score_gemma":0.005104904,"domain_scores_codex":[0.9971898,0.001125016,0.0003897496,0.0003786192,0.0007473685,0.0001693991],"domain_scores_gemma":[0.9891367,0.008415883,0.0006367001,0.000263106,0.001239043,0.0003086108],"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":[0.0000966703,0.0000755637,0.001075627,0.03079052,0.000106009,0.0004283548,0.003339569,0.00073027,0.0008703722,0.09912825,0.02754206,0.8358169],"study_design_scores_gemma":[0.000009024982,0.0001133269,0.001573587,0.02464014,0.00008215566,0.000780366,0.00288627,0.0002308782,0.0004246241,0.02408364,0.9451156,0.00006039268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005633758,0.9851248,0.001041258,0.008410976,0.0006542876,0.000009472934,0.00002811286,0.00001248256,0.004155098],"genre_scores_gemma":[0.006208845,0.9888046,0.001369061,0.001993686,0.000857659,0.00002604426,0.00003055179,0.00001179376,0.0006976964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005759695,"threshold_uncertainty_score":0.02847332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083389769","doi":"10.3390/app10186173","title":"A Spring Search Algorithm Applied to Engineering Optimization Problems","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":143,"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":"Computer science; Mathematical optimization; Spring (device); Algorithm; Mathematics; Engineering; Mechanical engineering","authors":[{"name":"Mohammad Dehghani","is_ca":false},{"name":"Zeinab Montazeri","is_ca":false},{"name":"Gaurav Dhiman","is_ca":false},{"name":"O.P. Malik","is_ca":true},{"name":"Rubén Morales-Menéndez","is_ca":false},{"name":"Ricardo A. Ramírez-Mendoza","is_ca":false},{"name":"Ali Dehghani","is_ca":false},{"name":"Josep M. Guerrero","is_ca":false},{"name":"Lizeth Parra-Arroyo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0391604103543382,"gpt":0.2599731436853561,"spread":0.2208127333310179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002947,0.001388388,0.001047178,0.0009443482,0.0007994339,0.0009169413,0.0008932256,0.001565204,0.004702879],"category_scores_gemma":[0.002616683,0.0004740018,0.001105916,0.001263296,0.000854607,0.0008684864,0.001199206,0.001410792,0.001393977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850727,"about_ca_system_score_gemma":0.001582108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314224,"about_ca_topic_score_gemma":0.00275844,"domain_scores_codex":[0.999438,0.0001974447,0.00004339321,0.00007770531,0.0002103104,0.00003321097],"domain_scores_gemma":[0.9993945,0.0003487126,0.00004490109,0.00004906164,0.0001397162,0.00002297921],"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":[0.00005887153,0.00007409257,0.0009125069,0.0002601907,0.0001307618,0.0001983465,0.0001139462,0.7527279,0.003667969,0.06538389,0.006391313,0.1700802],"study_design_scores_gemma":[0.00002414286,0.00004570276,0.0001392285,0.00003302258,0.00001557627,0.00006299064,0.00001414769,0.9715647,0.0008559353,0.01687604,0.01035848,0.00001005008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003155171,0.000569027,0.9871428,0.0002920005,0.0001338638,0.00008280134,0.00004569072,0.0003506411,0.008228127],"genre_scores_gemma":[0.1610595,0.001417095,0.8224576,0.0003445281,0.0002128849,0.0007063446,0.0002508599,0.0002990252,0.01325217],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004702879,"threshold_uncertainty_score":0.01573265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118760979","doi":"10.3390/app11020614","title":"A Review on Recent Advancements of Graphene and Graphene-Related Materials in Biological Applications","year":2021,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Graphene; Nanotechnology; Materials science","authors":[{"name":"Federica Catania","is_ca":false},{"name":"Elena Marras","is_ca":false},{"name":"Mauro Giorcelli","is_ca":false},{"name":"Pravin Jagdale","is_ca":false},{"name":"Luca Lavagna","is_ca":false},{"name":"Alberto Tagliaferro","is_ca":true},{"name":"Mattia Bartoli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05676331504518467,"gpt":0.320879108222145,"spread":0.2641157931769604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041348,0.00077016,0.0007094398,0.002424054,0.0003000508,0.0006847852,0.0005102409,0.0006368324,0.006499122],"category_scores_gemma":[0.000507942,0.0002345778,0.0004849979,0.002777435,0.0002039514,0.001108024,0.0004684732,0.001043976,0.002685601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003486581,"about_ca_system_score_gemma":0.0008493051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006127958,"about_ca_topic_score_gemma":0.001468487,"domain_scores_codex":[0.999873,0.00001525324,0.00001886713,0.00002643317,0.00005342932,0.00001299973],"domain_scores_gemma":[0.9997852,0.0001061779,0.00003079985,0.000006637478,0.0000512833,0.00001992037],"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":[0.00005799457,0.00009736134,0.0002126644,0.04072861,0.00009253402,0.0002792221,0.000120524,0.0004333394,0.007024431,0.005707054,0.06197783,0.8832684],"study_design_scores_gemma":[0.000004155841,0.00007003651,0.0005115766,0.003232638,0.00008484656,0.0006981818,0.00004219243,0.00005060779,0.0006954718,0.001244418,0.9933496,0.00001623102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002346381,0.9964791,0.0002166629,0.0002563489,0.0003105889,0.00000725098,0.00006235598,0.00001417124,0.002418999],"genre_scores_gemma":[0.0006581864,0.9978727,0.0002556455,0.0001642656,0.0001574423,0.000005720109,0.00005843003,0.000001685635,0.0008259473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006499122,"threshold_uncertainty_score":0.02174169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172966071","doi":"10.3390/app5041134","title":"An Efficient Power Scheduling Scheme for Residential Load Management in Smart Homes","year":2015,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Dalhousie University","funders":"King Saud University","keywords":"Knapsack problem; Mathematical optimization; Regret; Maximization; Computer science; Electricity; Scheduling (production processes); Scheme (mathematics); Convergence (economics); Engineering; Mathematics; Electrical engineering; Economics","authors":[{"name":"Muhammad Babar Rasheed","is_ca":false},{"name":"Nadeem Javaid","is_ca":false},{"name":"Ashfaq Ahmad","is_ca":false},{"name":"Zahoor Ali Khan","is_ca":true},{"name":"Umar Qasim","is_ca":true},{"name":"Nabil Alrajeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0198468052039694,"gpt":0.2531211277162739,"spread":0.2332743225123045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003791971,0.0004798584,0.0005969626,0.0001950007,0.0003863309,0.0004829842,0.0007053417,0.0003556611,0.001948376],"category_scores_gemma":[0.0005808674,0.0001809361,0.0002555704,0.0004400268,0.0002709182,0.0007499301,0.0004254717,0.000432331,0.0003041418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479662,"about_ca_system_score_gemma":0.0006618188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447369,"about_ca_topic_score_gemma":0.002762882,"domain_scores_codex":[0.9997856,0.00006588997,0.00001091638,0.00005291511,0.00005488234,0.00002986065],"domain_scores_gemma":[0.9998558,0.00004873822,0.00003139968,0.00002070193,0.00003119588,0.00001219362],"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":[0.00007403262,0.00007204959,0.0002955256,0.00009262483,0.00002006079,0.00005585643,0.00006311353,0.9059119,0.003971157,0.02161275,0.002010889,0.06582005],"study_design_scores_gemma":[0.000005480799,0.00001770655,0.0000462068,0.000001969589,0.000003150373,0.00001190252,0.000006751716,0.9964341,0.0003540896,0.002552575,0.000563647,0.000002393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01410569,0.0001433135,0.9824388,0.00008171201,0.00003716746,0.00004764824,0.000035094,0.0001896248,0.002920871],"genre_scores_gemma":[0.8856941,0.000238448,0.1112708,0.00006036643,0.00005342154,0.00009760926,0.00007749051,0.00004042334,0.002467412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001948376,"threshold_uncertainty_score":0.006518006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291746033","doi":"10.3390/app12094419","title":"Automatic Speech Recognition (ASR) Systems for Children: A Systematic Literature Review","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Speech recognition; Computer science; Task (project management); Speech technology; Field (mathematics); Process (computing); Speech processing; Engineering","authors":[{"name":"Vivek Bhardwaj","is_ca":false},{"name":"Mohamed Tahar Ben Othman","is_ca":false},{"name":"Vinay Kukreja","is_ca":false},{"name":"Youcef Belkhier","is_ca":false},{"name":"Mohit Bajaj","is_ca":false},{"name":"B. Srikanth Goud","is_ca":false},{"name":"Ateeq Ur Rehman","is_ca":true},{"name":"Muhammad Shafiq","is_ca":false},{"name":"Habib Hamam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02825174921800579,"gpt":0.2559027336825049,"spread":0.2276509844644991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005884323,0.001355398,0.004006503,0.009729762,0.0005657581,0.001941878,0.00199332,0.001731825,0.005306277],"category_scores_gemma":[0.02390003,0.0007961899,0.004379223,0.007480117,0.0009545198,0.002803159,0.001180388,0.001030851,0.0008585675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118867,"about_ca_system_score_gemma":0.01020455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008622719,"about_ca_topic_score_gemma":0.0194846,"domain_scores_codex":[0.9951311,0.00114846,0.001934516,0.00051548,0.001147944,0.0001224858],"domain_scores_gemma":[0.9732527,0.02111777,0.002462045,0.0002965673,0.002707454,0.0001634941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001090821,0.00003644578,0.000850371,0.6787756,0.001390012,0.0001452897,0.0002608795,0.0001781699,0.0002644637,0.0004967311,0.003855156,0.3136378],"study_design_scores_gemma":[0.0001038594,0.0003623531,0.006529241,0.8805122,0.01746177,0.001204843,0.0006398477,0.0002165868,0.0005401264,0.0006785067,0.09168706,0.00006357586],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003215143,0.998912,0.0001540362,0.0001589489,0.00004709731,0.00006193731,0.0001233689,0.000005864416,0.0002152472],"genre_scores_gemma":[0.002642699,0.9962263,0.0006610153,0.000162376,0.00003207506,0.0001110202,0.0001105398,0.000002976744,0.00005104828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009729762,"threshold_uncertainty_score":0.03111964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210610608","doi":"10.3390/app11136141","title":"A Survey on Change Detection and Time Series Analysis with Applications","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Calgary","funders":"","keywords":"Computer science; Series (stratigraphy); Spectral analysis; Remote sensing; Time series; Spectral leakage; Data mining; Algorithm; Geography; Geology; Fast Fourier transform; Physics; Machine learning; Astronomy","authors":[{"name":"Ebrahim Ghaderpour","is_ca":true},{"name":"Spiros Pagiatakis","is_ca":true},{"name":"Quazi K. Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0286433725364304,"gpt":0.230494893058026,"spread":0.2018515205215956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003127596,0.001657871,0.001664228,0.007736278,0.0005886278,0.002937988,0.001791761,0.001807896,0.006319848],"category_scores_gemma":[0.007702303,0.0007234556,0.001648467,0.01338163,0.001052398,0.00380935,0.001187704,0.001896368,0.003884851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009270165,"about_ca_system_score_gemma":0.001578566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002569118,"about_ca_topic_score_gemma":0.001360036,"domain_scores_codex":[0.9971681,0.0007569782,0.0003647148,0.0005607423,0.00106236,0.00008714241],"domain_scores_gemma":[0.9952257,0.003256047,0.0002417002,0.0002673959,0.0009355852,0.00007354874],"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":[0.00003912202,0.00008237367,0.001462511,0.005602841,0.0001182982,0.0001688013,0.000158653,0.003754301,0.001017821,0.02848551,0.02745801,0.9316517],"study_design_scores_gemma":[0.00001977824,0.0001923328,0.004834738,0.004033075,0.0001987409,0.001740889,0.0003265898,0.03107129,0.002308283,0.06609976,0.8890126,0.0001618781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001963943,0.8081119,0.1654752,0.002786776,0.001741492,0.0001567077,0.0005824689,0.0005759147,0.01860567],"genre_scores_gemma":[0.01928203,0.8636725,0.1049175,0.001092551,0.003850895,0.0002231698,0.001106358,0.0001495576,0.005705475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007736278,"threshold_uncertainty_score":0.02114201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987309209","doi":"10.3390/app9214719","title":"A Review of Neurotransmitters Sensing Methods for Neuro-Engineering Research","year":2019,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":123,"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 Montréal; Université Laval; Université de Montréal; Hôpital du Saint-Sacrement","funders":"","keywords":"Neuroscience; Computer science; Brain function; Biochemical engineering; Nanotechnology; Biology; Materials science; Engineering","authors":[{"name":"Shimwe Dominique Niyonambaza","is_ca":true},{"name":"Praveen Kumar","is_ca":true},{"name":"Paul Xing","is_ca":true},{"name":"Jessy Mathault","is_ca":true},{"name":"Paul De Koninck","is_ca":true},{"name":"Élodie Boisselier","is_ca":true},{"name":"Mounir Boukadoum","is_ca":true},{"name":"Amine Miled","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4991377131711083,"gpt":0.5782570302174581,"spread":0.07911931704634978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008125001,0.001367562,0.001304694,0.0043849,0.0004712454,0.001290216,0.001053099,0.001233808,0.007306557],"category_scores_gemma":[0.001066235,0.0005385364,0.0008223887,0.004516311,0.0005311838,0.002177163,0.0007483705,0.001670991,0.005004376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007399505,"about_ca_system_score_gemma":0.001567663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117599,"about_ca_topic_score_gemma":0.001661293,"domain_scores_codex":[0.9995422,0.00005619009,0.00007808695,0.00008645663,0.0002063129,0.00003079844],"domain_scores_gemma":[0.9993383,0.0003353244,0.0000818349,0.00002574214,0.0001813088,0.00003738337],"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":[0.00004943644,0.0001051867,0.0002227643,0.03782005,0.00007549833,0.0002716195,0.0001002758,0.0004338928,0.006049558,0.007873829,0.037181,0.9098168],"study_design_scores_gemma":[0.000004328379,0.00007063917,0.0004429625,0.002904427,0.00006234438,0.0008480923,0.00004218267,0.00009100939,0.001364607,0.001549029,0.992599,0.00002136817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001824392,0.9956915,0.0006342065,0.0002637651,0.0004353613,0.00001324717,0.00005369395,0.00002096362,0.002704818],"genre_scores_gemma":[0.0006921738,0.9966249,0.000886405,0.0001470495,0.0002363182,0.00001530757,0.00005676507,0.000004850188,0.001336112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007306557,"threshold_uncertainty_score":0.02444285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229001174","doi":"10.3390/app12031021","title":"A CNN-RNN Combined Structure for Real-World Violence Detection in Surveillance Cameras","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Anomaly detection; Convolutional neural network; Artificial intelligence; Computer vision; Computer security","authors":[{"name":"Soheil Vosta","is_ca":true},{"name":"Kin‐Choong Yow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283933448991194,"gpt":0.2614424929308597,"spread":0.2486031584409477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005074621,0.002031174,0.0008139943,0.001155481,0.0003735051,0.0006319336,0.001627639,0.001018606,0.002090169],"category_scores_gemma":[0.001312278,0.0004984335,0.000898297,0.0008133372,0.0002190624,0.001034786,0.0006167911,0.00124896,0.001835013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166612,"about_ca_system_score_gemma":0.0009429025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03036585,"about_ca_topic_score_gemma":0.03789216,"domain_scores_codex":[0.9994653,0.0000514992,0.00002928851,0.000211907,0.0001104153,0.0001315891],"domain_scores_gemma":[0.9996706,0.00004548628,0.00003936055,0.00005946339,0.0001549055,0.00003023527],"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":[0.0007706236,0.0006913402,0.01220818,0.0002841468,0.0003058359,0.0007067231,0.00009034124,0.1160586,0.03547287,0.001036174,0.03520998,0.7971652],"study_design_scores_gemma":[0.00001660128,0.0001186791,0.003686802,0.00002865977,0.00005785939,0.000157908,0.00003762409,0.9806323,0.01214137,0.0005774806,0.002522127,0.00002262453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3928173,0.005918797,0.5381151,0.001615834,0.001506673,0.0005886375,0.01181927,0.02911042,0.01850793],"genre_scores_gemma":[0.790715,0.001191459,0.1787881,0.0006480035,0.0002007397,0.000229731,0.01513532,0.0002795052,0.01281218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03036585,"threshold_uncertainty_score":0.06037819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136347611","doi":"10.3390/app11062507","title":"Ohmic Heating in the Food Industry: Developments in Concepts and Applications during 2013–2020","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Joule heating; Pasteurization; Food science; Ohmic contact; Electric heating; Roasting; Sterilization (economics); Food products; Materials science; Food industry; Nanotechnology; Chemistry; Metallurgy; Business; Composite material","authors":[{"name":"Zina T. Alkanan","is_ca":false},{"name":"Ammar B. Altemimi","is_ca":false},{"name":"Asaad R. Al‐Hilphy","is_ca":false},{"name":"Dennis G. Watson","is_ca":false},{"name":"Anubhav Pratap‐Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02635628737334867,"gpt":0.3245113931138349,"spread":0.2981551057404863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002088322,0.0006719864,0.0003918973,0.001513405,0.0003465462,0.001112025,0.0004992756,0.0009289631,0.003075633],"category_scores_gemma":[0.0008019548,0.0003188006,0.0005070319,0.001876406,0.0006744486,0.002041714,0.001005092,0.00124221,0.001080825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364814,"about_ca_system_score_gemma":0.001755728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009434435,"about_ca_topic_score_gemma":0.001002878,"domain_scores_codex":[0.9994735,0.00006758906,0.00004682749,0.0001003049,0.0002279911,0.00008374606],"domain_scores_gemma":[0.9993318,0.0001173749,0.00008839792,0.00002371421,0.0003684688,0.00007023415],"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":[0.0002529834,0.0001731455,0.00193909,0.00434619,0.00003215044,0.0002198952,0.000194365,0.001466135,0.05527001,0.01766888,0.01463763,0.9037995],"study_design_scores_gemma":[0.00001698033,0.0009285776,0.006301992,0.001166242,0.00006509027,0.001002015,0.0003104424,0.002011555,0.04376009,0.004915249,0.939437,0.00008479314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02102755,0.9265195,0.02087267,0.003598346,0.002162648,0.000116882,0.0001821501,0.000155031,0.02536532],"genre_scores_gemma":[0.09217001,0.8619314,0.02590911,0.001503336,0.001589093,0.0001036317,0.0005115165,0.00005934451,0.01622246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003075633,"threshold_uncertainty_score":0.01104426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757107476","doi":"10.3390/app7100973","title":"A Review of Three-Dimensional Scanning Near-Field Optical Microscopy (3D-SNOM) and Its Applications in Nanoscale Light Management","year":2017,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Near-Field Optical Microscopy","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Near-field scanning optical microscope; Materials science; Aperture (computer memory); Optical microscope; Optics; Plasmon; Near and far field; Nanophotonics; Nanotechnology; Optoelectronics; Scanning electron microscope; Physics; Acoustics","authors":[{"name":"Paul Bazylewski","is_ca":true},{"name":"Sabastine Ezugwu","is_ca":true},{"name":"Giovanni Fanchini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03894157708813479,"gpt":0.3343472206637215,"spread":0.2954056435755867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000746768,0.001113252,0.0009776456,0.003577694,0.0004562702,0.0009904329,0.001101515,0.001542792,0.004816182],"category_scores_gemma":[0.000785636,0.0005812869,0.0005329997,0.003705291,0.0006494181,0.002186822,0.0009342298,0.001474978,0.002723218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941116,"about_ca_system_score_gemma":0.001060121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169951,"about_ca_topic_score_gemma":0.001647237,"domain_scores_codex":[0.9996914,0.00003969888,0.00003959778,0.00006679606,0.0001366748,0.00002592162],"domain_scores_gemma":[0.9994372,0.0002735731,0.00007565934,0.00002674003,0.0001467076,0.00004018068],"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":[0.00002910574,0.00007037234,0.0002239237,0.01898442,0.00005149429,0.0002051689,0.00008412296,0.0007439953,0.006996462,0.01238313,0.02501593,0.935212],"study_design_scores_gemma":[0.00000339656,0.00006437303,0.0004064128,0.001502451,0.00004049655,0.001156198,0.00003949839,0.0002621004,0.002351488,0.00168715,0.9924539,0.00003259054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001744086,0.9953247,0.001457318,0.0001992101,0.0002730837,0.00000909831,0.00002468427,0.00002275931,0.002514636],"genre_scores_gemma":[0.001210673,0.995204,0.001712463,0.0002033558,0.0002901766,0.00001708323,0.00004967387,0.000006454793,0.001306141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004816182,"threshold_uncertainty_score":0.01611173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3085873795","doi":"10.3390/app10186307","title":"A Critical Review of SCWG in the Context of Available Gasification Technologies for Plastic Waste","year":2020,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fondazione Cassa di Risparmio di Firenze","keywords":"Waste management; Environmental science; Context (archaeology); Fluidized bed; tar (computing); Biomass (ecology); Engineering; Geology","authors":[{"name":"Benedetta Ciuffi","is_ca":false},{"name":"David Chiaramonti","is_ca":false},{"name":"Andrea Maria Rizzo","is_ca":false},{"name":"Marco Frediani","is_ca":false},{"name":"Luca Rosi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06725464139811606,"gpt":0.2964487184776042,"spread":0.2291940770794882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005146636,0.001162652,0.001144628,0.003276966,0.0003927181,0.00118715,0.0006877027,0.001089895,0.005485936],"category_scores_gemma":[0.0007661048,0.0004260375,0.0009154634,0.003714025,0.0003220239,0.001497296,0.0006040927,0.001332461,0.002055388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660655,"about_ca_system_score_gemma":0.001300712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159094,"about_ca_topic_score_gemma":0.002225864,"domain_scores_codex":[0.9997738,0.00003192977,0.00003913311,0.00005369551,0.00007602048,0.00002541815],"domain_scores_gemma":[0.9996107,0.0001999887,0.00006527601,0.00001341297,0.00008714718,0.00002353639],"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":[0.00007600801,0.0001170694,0.0001843365,0.09915534,0.0001626504,0.0002993395,0.0001431603,0.0008151869,0.006481191,0.006947583,0.02603536,0.8595828],"study_design_scores_gemma":[0.000005958686,0.0001203965,0.0005448686,0.007344435,0.0001807319,0.0005606575,0.00006179321,0.00009013138,0.00141271,0.001002981,0.9886553,0.00002000607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002077318,0.9981568,0.0001681947,0.0001194507,0.0001805757,0.00000677289,0.00003437911,0.000007056224,0.001118961],"genre_scores_gemma":[0.0009590175,0.9978485,0.0002576865,0.0001365623,0.00009925372,0.000009009096,0.00004718107,0.000002574649,0.000640125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005485936,"threshold_uncertainty_score":0.01835221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402193259","doi":"10.3390/app14177782","title":"Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"SWORD; Linguistics; Psychology; Computer science; Philosophy; World Wide Web","authors":[{"name":"Sakib Shahriar","is_ca":true},{"name":"Brady Lund","is_ca":false},{"name":"Nishith Reddy Mannuru","is_ca":false},{"name":"Muhammad Arshad","is_ca":false},{"name":"Kadhim Hayawi","is_ca":false},{"name":"Ravi Varma Kumar Bevara","is_ca":false},{"name":"Aashrith Mannuru","is_ca":false},{"name":"Laiba Batool","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1488573738870522,"gpt":0.4834961722266035,"spread":0.3346387983395512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007367642,0.002212527,0.001003789,0.001611157,0.0005828083,0.002944645,0.002294773,0.002086668,0.006007097],"category_scores_gemma":[0.03213914,0.0004046917,0.001341707,0.0007314382,0.001050936,0.004887534,0.004528154,0.002228,0.002476868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295102,"about_ca_system_score_gemma":0.002036376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007397186,"about_ca_topic_score_gemma":0.007847016,"domain_scores_codex":[0.9956003,0.001961547,0.0003152983,0.000874198,0.001047901,0.0002006908],"domain_scores_gemma":[0.9868606,0.007877176,0.0004502349,0.002106886,0.001788604,0.0009165376],"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":[0.003770849,0.003550157,0.06410345,0.00192558,0.00141455,0.001026053,0.001933359,0.1530349,0.02038504,0.005607618,0.04967962,0.6935688],"study_design_scores_gemma":[0.0005639779,0.00469297,0.04136529,0.0005779797,0.0005912188,0.0009373305,0.001858147,0.8818694,0.0237109,0.01436736,0.02910504,0.0003604364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7724651,0.002310402,0.1606616,0.002247931,0.0009096269,0.001683784,0.01218365,0.01701144,0.03052656],"genre_scores_gemma":[0.8679655,0.0004725565,0.09638865,0.0009320576,0.00007899772,0.0008552429,0.02694328,0.0008649348,0.005498849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007397186,"threshold_uncertainty_score":0.03896427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012359043","doi":"10.3390/app10062039","title":"GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Korea Institute of Geoscience and Mineral Resources","keywords":"Gully erosion; Hydrology (agriculture); Erosion; Mean squared error; Arid; Watershed; Environmental science; Soil science; Statistics; Geology; Remote sensing; Mathematics; Computer science; Geomorphology; Machine learning","authors":[{"name":"Viet‐Ha Nhu","is_ca":false},{"name":"Saeid Janizadeh","is_ca":false},{"name":"Mohammadtaghi Avand","is_ca":false},{"name":"Wei Chen","is_ca":false},{"name":"Mohsen Farzin","is_ca":false},{"name":"Ebrahim Omidvar","is_ca":false},{"name":"Himan Shahabi","is_ca":false},{"name":"John J. Clague","is_ca":true},{"name":"Abolfazl Jaafari","is_ca":false},{"name":"Fatemeh Mansoorypoor","is_ca":false},{"name":"Binh Thai Pham","is_ca":false},{"name":"Baharin Bin Ahmad","is_ca":false},{"name":"Saro Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2201693040305295,"gpt":0.3022924467199584,"spread":0.08212314268942889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002215299,0.0007891181,0.001238852,0.001837795,0.0003510365,0.0009923436,0.001182262,0.0007173869,0.0006183918],"category_scores_gemma":[0.003747604,0.0003073426,0.001070601,0.001489826,0.0001905643,0.001126046,0.0007136467,0.0006900622,0.0001548345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006216058,"about_ca_system_score_gemma":0.0008719151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178047,"about_ca_topic_score_gemma":0.01365452,"domain_scores_codex":[0.999552,0.0001570744,0.00004957932,0.0001032854,0.00009394882,0.00004425554],"domain_scores_gemma":[0.9981401,0.001141104,0.0001109858,0.0001364322,0.0003979712,0.00007333772],"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":[0.0002131521,0.0002439802,0.01940132,0.00006471638,0.0002930817,0.00005157932,0.00009561386,0.8428968,0.0005260322,0.0008083058,0.000864875,0.1345405],"study_design_scores_gemma":[0.000002267585,0.00001499525,0.0008281971,0.000002991301,0.000009790286,0.000005403519,0.00001459838,0.998817,0.00006777495,0.0001753474,0.0000594287,0.000002252371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6107486,0.001599072,0.3808891,0.0008625918,0.000155812,0.0001388723,0.0006339739,0.001733945,0.003237946],"genre_scores_gemma":[0.9245564,0.0006624607,0.07311929,0.0001063531,0.0000531757,0.000100548,0.0006600524,0.00005689336,0.0006848845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178047,"threshold_uncertainty_score":0.04330736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026691883","doi":"10.3390/app10103530","title":"Effects of Atmospheric-Pressure Cold Plasma Treatment on Deoxynivalenol Degradation, Quality Parameters, and Germination of Barley Grains","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Canola Producers Commission; Alberta Agriculture and Forestry","keywords":"Steeping; Germination; Water content; Relative humidity; Agronomy; Chemistry; Mycotoxin; Humidity; Horticulture; Moisture; Food science; Biology","authors":[{"name":"Ehsan Feizollahi","is_ca":true},{"name":"Basheer M. Iqdiam","is_ca":true},{"name":"Thava Vasanthan","is_ca":true},{"name":"Malinda S. Thilakarathna","is_ca":true},{"name":"M. S. Roopesh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03190801623309823,"gpt":0.2882528050986083,"spread":0.2563447888655101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001127905,0.0002606644,0.0002226105,0.00008777059,0.0001414715,0.0002192281,0.00009564,0.00019894,0.0006680787],"category_scores_gemma":[0.0001722406,0.0001001026,0.0001898693,0.000141789,0.0001437349,0.0001208219,0.0001022368,0.0003413247,0.0001140545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896881,"about_ca_system_score_gemma":0.0001186078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087711,"about_ca_topic_score_gemma":0.001421261,"domain_scores_codex":[0.9998791,0.0000179993,0.000009949567,0.00003948581,0.0000319653,0.00002149531],"domain_scores_gemma":[0.9998927,0.00002558227,0.00003343033,0.00000948515,0.00002473563,0.00001402189],"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":[0.0002125763,0.00001224461,0.0002230285,0.00004623491,0.000005493514,0.00002612656,0.00002640654,0.00002083772,0.9981382,0.000005862031,0.00001772893,0.001265252],"study_design_scores_gemma":[0.000007353191,0.0005090049,0.01577941,0.000005178819,0.00002051645,0.0001177833,0.00006640024,0.0002103788,0.9822264,0.00001304395,0.001038009,0.000006554363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964766,0.001491011,0.001221073,0.0000474184,0.00002982228,0.00001761385,0.0002013333,0.00002279012,0.0004923563],"genre_scores_gemma":[0.9963618,0.0007818559,0.001331021,0.00005648642,0.000009505585,0.00002182124,0.0002329168,0.00001667507,0.001188047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001087711,"threshold_uncertainty_score":0.002234936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966053671","doi":"10.3390/app9153145","title":"AUV Adaptive Sampling Methods: A Review","year":2019,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Adaptive sampling; Computer science; Sampling (signal processing); Underwater; Control engineering; Artificial intelligence; Engineering; Geography; Telecommunications","authors":[{"name":"Jimin Hwang","is_ca":false},{"name":"Neil Bose","is_ca":true},{"name":"Shuangshuang Fan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3261907512459012,"gpt":0.4342536694706987,"spread":0.1080629182247975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008815436,0.000979563,0.001300729,0.002779382,0.0003681459,0.001111495,0.00152596,0.00117527,0.004628857],"category_scores_gemma":[0.001954908,0.0005472763,0.0007436075,0.003273908,0.0004691364,0.001695488,0.00080996,0.0009968033,0.00262445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889463,"about_ca_system_score_gemma":0.001171384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151898,"about_ca_topic_score_gemma":0.001555591,"domain_scores_codex":[0.9996383,0.00005077682,0.00005192072,0.00008799727,0.0001496238,0.00002126169],"domain_scores_gemma":[0.9989448,0.0005829644,0.00008621597,0.00004152371,0.0003022437,0.00004228692],"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":[0.00004718389,0.00006566197,0.0002410309,0.01439897,0.00006745426,0.00007234012,0.00005253428,0.001257446,0.001172101,0.00313386,0.0113258,0.9681656],"study_design_scores_gemma":[0.00001278526,0.0001771625,0.001121371,0.005085287,0.0001811581,0.000704733,0.00009561211,0.001474401,0.001515599,0.003626105,0.9859508,0.00005505936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003240574,0.9943814,0.002586076,0.0001642429,0.0002410736,0.00001717828,0.00004484216,0.00003220626,0.002209008],"genre_scores_gemma":[0.002345008,0.9928324,0.003085357,0.0001425274,0.0002287196,0.00002765105,0.0001068452,0.0000145545,0.00121691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004628857,"threshold_uncertainty_score":0.01548511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404693484","doi":"10.3390/app142310933","title":"The Applications and Challenges of Digital Twin Technology in Smart Grids: A Comprehensive Review","year":2024,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Military College of Canada; Université du Québec en Outaouais","funders":"","keywords":"Smart grid; Interoperability; Computer science; Systems engineering; Internet of Things; Context (archaeology); Risk analysis (engineering); Computer security; Engineering; Business; World Wide Web; Electrical engineering","authors":[{"name":"Nabil Mchirgui","is_ca":true},{"name":"Nordine Quadar","is_ca":true},{"name":"Habib Kraiem","is_ca":false},{"name":"Ahmed Lakhssassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07270680990149303,"gpt":0.3079270712929213,"spread":0.2352202613914283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009426376,0.0007951894,0.001153618,0.003261829,0.0003596041,0.001398514,0.0007249114,0.001005843,0.004057605],"category_scores_gemma":[0.001610054,0.0003280641,0.0007892423,0.004073021,0.0004218844,0.002114668,0.0008507319,0.001161229,0.001259424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006224351,"about_ca_system_score_gemma":0.002269157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625146,"about_ca_topic_score_gemma":0.002688558,"domain_scores_codex":[0.9996728,0.0000620551,0.00006208766,0.0000454915,0.0001293225,0.00002826749],"domain_scores_gemma":[0.998943,0.0006596802,0.000109467,0.000025328,0.0002195055,0.00004303547],"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":[0.00004247911,0.0000580454,0.0002944535,0.0511409,0.0001214226,0.0002453936,0.0001774841,0.0007967524,0.001315464,0.01083319,0.02307898,0.9118954],"study_design_scores_gemma":[0.000007276669,0.00008146992,0.0005811838,0.0108672,0.0001868698,0.0007061731,0.0001327233,0.0001364474,0.0004124808,0.002599172,0.9842646,0.00002458135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001987115,0.9968423,0.0002921988,0.0003831767,0.0001747105,0.00001067871,0.00002963425,0.000009568236,0.002059036],"genre_scores_gemma":[0.0008658346,0.9982852,0.0002620007,0.0001658901,0.00008600373,0.000007125782,0.0000263099,0.000001832141,0.0002998254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004057605,"threshold_uncertainty_score":0.01357406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321374905","doi":"10.3390/app13042604","title":"A Survey on Consensus Protocols and Attacks on Blockchain Technology","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":98,"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":"Blockchain; Computer security; Computer science; Cryptography; Hash function; Protocol (science); Byzantine fault tolerance; Public-key cryptography; Encryption; Distributed computing; Fault tolerance","authors":[{"name":"Abhishek Guru","is_ca":false},{"name":"Bhabendu Kumar Mohanta","is_ca":false},{"name":"Hitesh Mohapatra","is_ca":false},{"name":"Fadi Al‐Turjman","is_ca":false},{"name":"Chadi Altrjman","is_ca":true},{"name":"Arvind Yadav","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04513829260041784,"gpt":0.3156412744717764,"spread":0.2705029818713585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250368,0.0009593939,0.0009973015,0.002540909,0.001282727,0.00258023,0.001313058,0.002436391,0.004539362],"category_scores_gemma":[0.005249429,0.0006622166,0.000739984,0.006237537,0.001450825,0.006325627,0.001879287,0.002246285,0.001689922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328559,"about_ca_system_score_gemma":0.00190344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008707598,"about_ca_topic_score_gemma":0.0004294374,"domain_scores_codex":[0.9961452,0.0009798435,0.0003073876,0.0003744705,0.001921579,0.0002713697],"domain_scores_gemma":[0.9958239,0.002690342,0.0002602196,0.0004486513,0.0006772821,0.00009972321],"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":[0.0001560204,0.0001549247,0.001627848,0.005583533,0.0001297193,0.0006667891,0.0008560652,0.0215768,0.002685839,0.393769,0.03613179,0.5366616],"study_design_scores_gemma":[0.0000361292,0.0002844903,0.0008869459,0.002618633,0.0001018887,0.002369935,0.0005249841,0.04199278,0.004394665,0.2603615,0.6863341,0.00009385341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01641134,0.5136095,0.3501166,0.008837914,0.002795815,0.0004425278,0.0004441179,0.0006940262,0.1066482],"genre_scores_gemma":[0.2171926,0.6825351,0.06480651,0.002973773,0.003899583,0.0006690549,0.0009626446,0.0002446532,0.02671614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004539362,"threshold_uncertainty_score":0.01518571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942095661","doi":"10.3390/app9081627","title":"Edible Oils as Practical Phase Change Materials for Thermal Energy Storage","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Phase Change Materials Research","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal energy storage; Coconut oil; Materials science; Supercooling; Phase change; Thermal; Latent heat; Environmental science; Pulp and paper industry; Chemistry; Thermodynamics; Food science; Meteorology; Engineering; Geography","authors":[{"name":"Samer Kahwaji","is_ca":true},{"name":"Mary Anne White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09737598452216462,"gpt":0.3656262348204265,"spread":0.2682502502982619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002234238,0.0003611103,0.0001253404,0.0003464844,0.0001611155,0.0003554572,0.0001914047,0.0002559666,0.001279671],"category_scores_gemma":[0.0002833447,0.0001644082,0.0001576066,0.0003266733,0.0002169437,0.0006112459,0.0002035246,0.0003073361,0.0003095545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504481,"about_ca_system_score_gemma":0.0001229766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004401659,"about_ca_topic_score_gemma":0.001658175,"domain_scores_codex":[0.9998885,0.00002101392,0.000009089888,0.00002055904,0.00004380913,0.00001696594],"domain_scores_gemma":[0.9999251,0.00001884283,0.00001867008,0.000008464296,0.00002181086,0.000007008814],"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":[0.0001442806,0.00003718133,0.0004714544,0.0005394486,0.00001152356,0.0001383719,0.00005525797,0.001082847,0.9751869,0.002317875,0.0001669955,0.01984782],"study_design_scores_gemma":[0.000008516681,0.0001574752,0.0004158485,0.00002860019,0.00001410977,0.00008205561,0.00004040342,0.00197214,0.9857772,0.00031751,0.01117835,0.000007874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101771,0.0223994,0.05346185,0.0003126104,0.000282834,0.0001624029,0.0005253149,0.0002175737,0.01246095],"genre_scores_gemma":[0.9634912,0.005503611,0.02713797,0.00004911948,0.00002011264,0.00005395455,0.0001619723,0.00003228885,0.003549773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279671,"threshold_uncertainty_score":0.004280984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388408463","doi":"10.3390/app132112088","title":"Marine Bioactives and Their Application in the Food Industry: A Review","year":2023,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nutraceutical; Food industry; Antimicrobial; Biology; Functional food; Biotechnology; Chemistry; Food science; Microbiology","authors":[{"name":"Tharindu R. L. Senadheera","is_ca":true},{"name":"Abul Hossain","is_ca":true},{"name":"Fereidoon Shahidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1375057228215811,"gpt":0.323333419787605,"spread":0.1858276969660239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003843053,0.0009897508,0.001075983,0.003243668,0.0003655818,0.001259722,0.0005597768,0.0008416388,0.00493893],"category_scores_gemma":[0.0004922213,0.0002797174,0.0006003146,0.003059502,0.0003024098,0.001486974,0.0006884962,0.001081743,0.001912791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371591,"about_ca_system_score_gemma":0.00103423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009776577,"about_ca_topic_score_gemma":0.00156092,"domain_scores_codex":[0.9998018,0.00002319669,0.00003410057,0.00003950596,0.00007860513,0.00002273783],"domain_scores_gemma":[0.9997594,0.0001010388,0.00004826227,0.00000728222,0.00006124089,0.00002276841],"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":[0.00009429506,0.0001501071,0.0005069309,0.04967842,0.0001229894,0.0005078922,0.0002296063,0.0006129232,0.01032783,0.004631318,0.02254011,0.9105976],"study_design_scores_gemma":[0.000007060642,0.0001518311,0.001197941,0.004641943,0.0001336107,0.00114869,0.0001275796,0.0001253319,0.001430974,0.001036166,0.9899711,0.0000278405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005449325,0.996829,0.0002655957,0.0001669822,0.0002292891,0.00000916991,0.00005078922,0.00001162944,0.001892703],"genre_scores_gemma":[0.001404934,0.9971268,0.0003350322,0.0001279984,0.0001518054,0.000008120799,0.00006477816,0.000002510584,0.0007781431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00493893,"threshold_uncertainty_score":0.01652235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111307577","doi":"10.3390/app10238752","title":"A Critical Review of Flood Risk Management and the Selection of Suitable Measures","year":2020,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Flood myth; Floodplain; Flood risk management; Risk analysis (engineering); Risk management; Environmental resource management; Hazard; Flood risk assessment; Flood mitigation; Variety (cybernetics); Environmental planning; Computer science; Environmental science; Business; Geography; Cartography","authors":[{"name":"Muhammad Atiq Ur Rehman Tariq","is_ca":false},{"name":"Rashid Farooq","is_ca":true},{"name":"Nick van de Giesen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02909953204956555,"gpt":0.3008698855096607,"spread":0.2717703534600951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005788278,0.001562104,0.002007721,0.006188701,0.0008131597,0.003372393,0.002450743,0.002517493,0.0051523],"category_scores_gemma":[0.01589237,0.0005778163,0.001312803,0.006221791,0.002072079,0.004342266,0.00128684,0.003092554,0.00182275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003954382,"about_ca_system_score_gemma":0.007141372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565138,"about_ca_topic_score_gemma":0.005121615,"domain_scores_codex":[0.9968348,0.00101669,0.0007141698,0.0002699304,0.001050551,0.0001138097],"domain_scores_gemma":[0.9876214,0.00778797,0.000888629,0.0002389099,0.00319582,0.0002673807],"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":[0.00008274204,0.00008547625,0.0005311939,0.02620472,0.0001240299,0.0002588512,0.0003124342,0.001686214,0.0003373012,0.02727755,0.1537018,0.7893977],"study_design_scores_gemma":[0.00001086569,0.00009078185,0.001313772,0.02803088,0.0001078426,0.0005610577,0.0002630901,0.0003398855,0.0001780882,0.01318822,0.9558685,0.00004689196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001335128,0.989786,0.001329684,0.004692172,0.001855765,0.00002942176,0.00005714385,0.00001751009,0.002098769],"genre_scores_gemma":[0.001570543,0.9931866,0.00157699,0.001341606,0.00157867,0.00004252205,0.00007513784,0.0000088574,0.0006190687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006188701,"threshold_uncertainty_score":0.03061175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280490353","doi":"10.3390/app12104851","title":"Applications of Decision Tree and Random Forest as Tree-Based Machine Learning Techniques for Analyzing the Ultimate Strain of Spliced and Non-Spliced Reinforcement Bars","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Reinforcement; Structural engineering; Decision tree; Computer science; Reliability (semiconductor); Random forest; Context (archaeology); Tree (set theory); Bar (unit); Machine learning; Materials science; Mathematics; Engineering; Geology","authors":[{"name":"Hamed Dabiri","is_ca":false},{"name":"Visar Farhangi","is_ca":false},{"name":"Mohammad Javad Moradi","is_ca":true},{"name":"Mehdi Zadehmohamad","is_ca":false},{"name":"Moses Karakouzian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008781204738066609,"gpt":0.2485736215556532,"spread":0.2397924168175866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003048287,0.001048182,0.0009462559,0.002362178,0.0002933065,0.0007220071,0.0007527522,0.0006929811,0.0007280081],"category_scores_gemma":[0.005740971,0.0002368301,0.001171795,0.001960318,0.0002447482,0.00104169,0.0004270351,0.0007743912,0.0003400366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528244,"about_ca_system_score_gemma":0.0008151431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003574975,"about_ca_topic_score_gemma":0.003317652,"domain_scores_codex":[0.9980829,0.0006638207,0.0001769653,0.0003086497,0.0006334826,0.0001342427],"domain_scores_gemma":[0.9972317,0.001575863,0.0002797947,0.0001719837,0.0006875476,0.00005303393],"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":[0.0002650408,0.0002558418,0.007267311,0.0003263046,0.0002169394,0.0002142638,0.0001104944,0.5568251,0.006532722,0.004034275,0.00197175,0.4219799],"study_design_scores_gemma":[0.00001077198,0.0001059259,0.001870213,0.00004006617,0.0000473582,0.00006905793,0.00003317439,0.9901902,0.003370617,0.003150824,0.00108995,0.00002186081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05714009,0.001729547,0.937712,0.0001648266,0.00008735684,0.0001270356,0.0004806396,0.00113405,0.001424468],"genre_scores_gemma":[0.5640121,0.001424705,0.4312569,0.0001128349,0.0001109723,0.000304017,0.001649911,0.00007161386,0.001056951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003574975,"threshold_uncertainty_score":0.01612109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974456218","doi":"10.3390/app9183899","title":"Polymers and Polymer Nanocomposites for Cancer Therapy","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"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":"Polymer; Materials science; Fibroin; Nanocomposite; Polymer science; Self-healing hydrogels; Biopolymer; Polyester; Chitosan; Drug delivery; Nanotechnology; Drug carrier; Chemical engineering; Chemistry; Polymer chemistry; Organic chemistry; SILK; Composite material","authors":[{"name":"D. Feldman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715427814961967,"gpt":0.2622716614367947,"spread":0.245117383287175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002089082,0.0004340705,0.000290014,0.0005526717,0.0001092479,0.0004191545,0.0001869588,0.0004434334,0.002442051],"category_scores_gemma":[0.0001509355,0.0001146559,0.0002171105,0.0002778418,0.0001736378,0.0005254066,0.0003302579,0.0007454011,0.0007759302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849072,"about_ca_system_score_gemma":0.0002191813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001340595,"about_ca_topic_score_gemma":0.0002796852,"domain_scores_codex":[0.9998915,0.00002025344,0.000006605132,0.00002500565,0.00004225456,0.00001445555],"domain_scores_gemma":[0.9999517,0.00001411088,0.00001255095,0.000002549409,0.00001011976,0.000008962562],"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":[0.0001457534,0.0001846065,0.000193973,0.002872453,0.00005864255,0.0003923007,0.00006839259,0.001318286,0.7845522,0.009383158,0.004490918,0.1963394],"study_design_scores_gemma":[0.00004989047,0.0007609511,0.001076104,0.0004343456,0.0001065109,0.001781189,0.00006732462,0.004050296,0.5956083,0.005074495,0.3909464,0.00004409374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09028218,0.8017327,0.04664677,0.002334225,0.0015895,0.0002408334,0.0003747994,0.0006250831,0.0561739],"genre_scores_gemma":[0.5014467,0.3977178,0.04196328,0.00166132,0.000945978,0.0004021633,0.0005031541,0.0001776669,0.05518204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002442051,"threshold_uncertainty_score":0.008169532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200329281","doi":"10.3390/app112411910","title":"Applications of Machine Learning in Process Monitoring and Controls of L-PBF Additive Manufacturing: A Review","year":2021,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Process (computing); Process control; Monitoring and control; Machine learning; Artificial intelligence; Control engineering; Engineering","authors":[{"name":"Dalia Mahmoud","is_ca":true},{"name":"Marcin Magolon","is_ca":true},{"name":"Jan Boer","is_ca":true},{"name":"M.A. Elbestawi","is_ca":true},{"name":"Mohammad Mohammadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0256780228658317,"gpt":0.3044315815495112,"spread":0.2787535586836795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009345916,0.00134174,0.001437001,0.002609697,0.0003046362,0.001187804,0.001132276,0.001548158,0.002949821],"category_scores_gemma":[0.001422855,0.000531465,0.0009259988,0.003113247,0.0004511822,0.00192029,0.0006594703,0.001322621,0.001758249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004994522,"about_ca_system_score_gemma":0.001071781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171959,"about_ca_topic_score_gemma":0.001057377,"domain_scores_codex":[0.9995939,0.0000608692,0.00005574177,0.00009919509,0.0001617264,0.00002855356],"domain_scores_gemma":[0.9988434,0.0007056198,0.000107391,0.00003926948,0.0002741866,0.00003008605],"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":[0.00004203031,0.0001008403,0.0002979255,0.02082351,0.0001306016,0.000152182,0.0000743261,0.002486828,0.002556358,0.007045486,0.0103631,0.9559267],"study_design_scores_gemma":[0.00001271378,0.0003359949,0.001406244,0.006714853,0.0003309918,0.001180247,0.0001078404,0.002894581,0.004298625,0.005043006,0.9775801,0.00009481022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003740437,0.9940332,0.003178049,0.0002079716,0.0002550164,0.0000126527,0.00003106738,0.00002816217,0.001879829],"genre_scores_gemma":[0.002929572,0.9933165,0.002339772,0.0001371076,0.0002905938,0.00001746882,0.00005935301,0.000008506577,0.0009009895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002949821,"threshold_uncertainty_score":0.009868205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310039509","doi":"10.3390/app122312019","title":"Thermal Characterization of Phase Change Materials by Differential Scanning Calorimetry: A Review","year":2022,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Phase Change Materials Research","field":"Engineering","cited_by":92,"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":"Differential scanning calorimetry; Materials science; Thermal energy storage; Characterization (materials science); Enthalpy; Thermodynamics; Heat capacity; Phase change; Melting temperature; Thermal; Nanotechnology; Composite material; Physics","authors":[{"name":"Hazhir Fatahi","is_ca":true},{"name":"Jérôme P. Claverie","is_ca":true},{"name":"Sébastien Poncet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1646667814853099,"gpt":0.3787413893359703,"spread":0.2140746078506604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007672741,0.001535907,0.001778357,0.004017987,0.0003424837,0.000886787,0.001011325,0.0009385778,0.003133711],"category_scores_gemma":[0.0008845192,0.0006372526,0.0009472187,0.004500248,0.0004348259,0.001631499,0.0004296977,0.0008835028,0.001829273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980224,"about_ca_system_score_gemma":0.001133949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200998,"about_ca_topic_score_gemma":0.001680622,"domain_scores_codex":[0.9995244,0.00005792691,0.00006994699,0.00009964556,0.0002115268,0.00003666535],"domain_scores_gemma":[0.999438,0.0002366045,0.0001043149,0.00001783954,0.0001864173,0.00001669699],"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":[0.00009704981,0.0002093098,0.0005928116,0.09717779,0.0002063268,0.0003365485,0.0001454643,0.001508442,0.02764838,0.003544165,0.01558177,0.8529519],"study_design_scores_gemma":[0.00001856703,0.0003242801,0.002347105,0.005946107,0.0004207639,0.001743767,0.000144172,0.0005930786,0.02226954,0.001475513,0.9646205,0.00009650453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007431795,0.997286,0.0005314164,0.0001009048,0.0001383072,0.00001640226,0.00006877784,0.00001697375,0.001098041],"genre_scores_gemma":[0.002213369,0.9960366,0.0008024283,0.00007539357,0.00009170239,0.00002551905,0.00009127984,0.000004187727,0.0006596018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004017987,"threshold_uncertainty_score":0.01048332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965366524","doi":"10.3390/app9153110","title":"CubeSat Mission: From Design to Operation","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"CubeSat; Business; Computer science; Systems engineering; Operations management; Engineering; Satellite; Aerospace engineering","authors":[{"name":"Cristóbal Nieto‐Peroy","is_ca":false},{"name":"M. Reza Emami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.021548492859415,"gpt":0.2235791451983246,"spread":0.2020306523389095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145585,0.0008153831,0.0002261347,0.0008115256,0.0006638331,0.003332272,0.001515736,0.0008503619,0.003701407],"category_scores_gemma":[0.001852115,0.0005528026,0.0002776035,0.0007669382,0.001501731,0.002075346,0.001346106,0.001752851,0.002948811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480342,"about_ca_system_score_gemma":0.002899391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876248,"about_ca_topic_score_gemma":0.003839504,"domain_scores_codex":[0.9981237,0.0003462534,0.00006856673,0.0001258031,0.001223617,0.0001120146],"domain_scores_gemma":[0.9991632,0.00009443263,0.0000569923,0.00008463175,0.0005100765,0.00009086695],"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":[0.0002230829,0.000117188,0.002491223,0.002075273,0.00006136011,0.0005373016,0.003905487,0.0322945,0.05940876,0.1441127,0.04712684,0.7076462],"study_design_scores_gemma":[0.00004792563,0.0006161233,0.002958381,0.0006656172,0.00003960229,0.0009773918,0.001183693,0.0171292,0.02248719,0.02679692,0.927021,0.0000771569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04152057,0.02021024,0.7197039,0.01623174,0.001646774,0.001295618,0.001290833,0.004423779,0.1936766],"genre_scores_gemma":[0.2221231,0.02317893,0.6715422,0.003339114,0.0007386326,0.001219105,0.001729315,0.002554486,0.07357509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004876248,"threshold_uncertainty_score":0.01238251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889661682","doi":"10.3390/app8091651","title":"3D Printed Antibacterial Prostheses","year":2018,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institutes of Health; Nebraska Space Grant Consortium; U.S. Department of Veterans Affairs; National Aeronautics and Space Administration","keywords":"3d printed; 3D printing; Prosthesis; Antibacterial activity; Biomedical engineering; Materials science; Medicine; Composite material; Surgery; Biology; Bacteria","authors":[{"name":"Jorge M. Zuñiga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01338193597188943,"gpt":0.2362097250816931,"spread":0.2228277891098036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002556427,0.0004595963,0.000234963,0.0004487121,0.0001240085,0.0004962755,0.0004385223,0.0006285434,0.001857674],"category_scores_gemma":[0.0005295948,0.0002257345,0.0006184328,0.0002037275,0.00023237,0.00027074,0.000315951,0.00030437,0.0008303496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851413,"about_ca_system_score_gemma":0.0002181297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579813,"about_ca_topic_score_gemma":0.0004870531,"domain_scores_codex":[0.9995659,0.00003316771,0.00004202334,0.00005200179,0.0002745535,0.00003231834],"domain_scores_gemma":[0.9996536,0.00007636889,0.0001009202,0.0000591715,0.00009262632,0.00001731116],"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":[0.000121304,0.00007319457,0.001680437,0.0004270027,0.00002927896,0.001153326,0.00009096929,0.00178806,0.9292377,0.0006900593,0.0004988679,0.06420978],"study_design_scores_gemma":[0.00003416757,0.002416776,0.02428783,0.0001256896,0.0001376119,0.01448819,0.00009280058,0.01058018,0.9108112,0.0003481776,0.03658599,0.00009140628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7777109,0.007868763,0.1941004,0.0002725247,0.0006761629,0.0003589121,0.0008310935,0.001485757,0.01669548],"genre_scores_gemma":[0.8363485,0.002223559,0.1517464,0.0002373477,0.00005824026,0.0001777808,0.0004990106,0.00007437429,0.008634867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857674,"threshold_uncertainty_score":0.006214499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796517058","doi":"10.3390/app8040606","title":"End-to-End Neural Optical Music Recognition of Monophonic Scores","year":2018,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Music and Audio Processing","field":"Computer Science","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Connectionism; Computer science; Artificial neural network; Convolutional neural network; Musical notation; Scalability; Notation; Artificial intelligence; Speech recognition; Pattern recognition (psychology); End-to-end principle; Musical; Arithmetic; Mathematics","authors":[{"name":"Jorge Calvo-Zaragoza","is_ca":true},{"name":"David Rizo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05113765583816901,"gpt":0.2677386336652907,"spread":0.2166009778271217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499844,0.0009888752,0.0005900397,0.000417342,0.0002785629,0.001023671,0.001135348,0.000686525,0.005512889],"category_scores_gemma":[0.001654589,0.0002251051,0.0003717279,0.0004468818,0.0003061024,0.0009112856,0.0007652001,0.0009134458,0.003398841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151818,"about_ca_system_score_gemma":0.0006861842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003276433,"about_ca_topic_score_gemma":0.01034976,"domain_scores_codex":[0.9997161,0.00002730857,0.00001318369,0.0000755201,0.00009807668,0.00006970183],"domain_scores_gemma":[0.9996617,0.00007715332,0.00003133717,0.00006954731,0.0001326427,0.00002760268],"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":[0.0004205117,0.0002602567,0.001479714,0.0001289557,0.00007595101,0.0001706989,0.0000570568,0.04008182,0.05955492,0.001679328,0.006612841,0.889478],"study_design_scores_gemma":[0.00002296748,0.000207192,0.003281629,0.00002241266,0.00003369015,0.0001728511,0.0001115275,0.8999665,0.08753043,0.003727339,0.004898862,0.00002459752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2394653,0.0007367073,0.7268081,0.0005176759,0.0005177435,0.0002638662,0.001330035,0.01208365,0.01827689],"genre_scores_gemma":[0.6928426,0.0003705854,0.2779459,0.0002633286,0.0001297264,0.0001533039,0.002738069,0.0002665808,0.0252898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005512889,"threshold_uncertainty_score":0.01844245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313404466","doi":"10.3390/app122412948","title":"Blockchain Technology and Artificial Intelligence Together: A Critical Review on Applications","year":2022,"lang":"en","type":"review","venue":"Applied Sciences","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Canada West","funders":"","keywords":"Blockchain; Computer science; Novelty; Computer security; Artificial intelligence; Data science","authors":[{"name":"Hamed Taherdoost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07946330032399113,"gpt":0.3539605029389956,"spread":0.2744972026150044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013505,0.0009630655,0.001620857,0.005318579,0.0006072648,0.002102881,0.00111426,0.001775839,0.004112727],"category_scores_gemma":[0.00429419,0.0005118892,0.0008886517,0.007126549,0.001044032,0.003329986,0.001041573,0.002503701,0.001365443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154126,"about_ca_system_score_gemma":0.003887915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041272,"about_ca_topic_score_gemma":0.003295356,"domain_scores_codex":[0.9989712,0.000263728,0.0001622152,0.0001311303,0.000400921,0.0000708282],"domain_scores_gemma":[0.9960636,0.002775485,0.0002930686,0.00007591974,0.0006806098,0.0001112546],"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":[0.00008656174,0.00008556518,0.0002734677,0.04871629,0.0001831597,0.0002314031,0.0002402235,0.0006737126,0.0005732308,0.01806471,0.0546778,0.8761938],"study_design_scores_gemma":[0.00001244424,0.00008294052,0.0006579643,0.02382614,0.0001870984,0.0006037548,0.0001706155,0.0001293065,0.0002178047,0.007777072,0.9663073,0.00002744992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004188938,0.9987863,0.00006984803,0.0004726815,0.0001471868,0.000003045235,0.000005496074,0.000002462569,0.000471085],"genre_scores_gemma":[0.0004617932,0.9987563,0.0001070965,0.0003030869,0.0001964052,0.000005373386,0.00001142071,0.000001238785,0.0001573531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005318579,"threshold_uncertainty_score":0.01375842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220759704","doi":"10.3390/app12062891","title":"Survey of BERT-Base Models for Scientific Text Classification: COVID-19 Case Study","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Topic Modeling","field":"Computer Science","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Computer science; Scientific literature; Pandemic; Data science; Context (archaeology); Task (project management); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Domain (mathematical analysis); Artificial intelligence; History; Infectious disease (medical specialty); Medicine; Engineering; Disease; Mathematics","authors":[{"name":"Mayara Khadhraoui","is_ca":false},{"name":"Hatem Bellâaj","is_ca":false},{"name":"Mehdi Ben Ammar","is_ca":true},{"name":"Habib Hamam","is_ca":true},{"name":"Mohamed Jmaïel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2673387486849687,"gpt":0.3575259476444219,"spread":0.09018719895945321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007426017,0.00289112,0.001825805,0.009011217,0.001138426,0.002953183,0.003482593,0.002285483,0.002747431],"category_scores_gemma":[0.01838975,0.0008650042,0.002363108,0.006413464,0.0006440734,0.004123918,0.001531082,0.003009939,0.004355263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002439863,"about_ca_system_score_gemma":0.003589396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006884,"about_ca_topic_score_gemma":0.02870511,"domain_scores_codex":[0.9967399,0.001401195,0.0004449753,0.0005424219,0.0006877406,0.0001837761],"domain_scores_gemma":[0.9820239,0.01348895,0.0005702202,0.001006395,0.002330374,0.0005801943],"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":[0.001219697,0.0009030568,0.02255844,0.003831805,0.001218856,0.0004990508,0.0005540116,0.1167036,0.004513932,0.007347565,0.1162103,0.7244398],"study_design_scores_gemma":[0.00008803258,0.0004986486,0.006279434,0.0006601429,0.0003263612,0.0004829695,0.0004187329,0.9132473,0.003793511,0.01314626,0.06093455,0.0001240417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.171546,0.2091439,0.4808636,0.02320131,0.003813768,0.002032085,0.04835306,0.03210949,0.02893681],"genre_scores_gemma":[0.5421573,0.04975136,0.2730275,0.004327251,0.002803592,0.001218463,0.1082304,0.00145165,0.01703244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02006884,"threshold_uncertainty_score":0.039904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136645076","doi":"10.3390/app11062726","title":"Optimization of Inventory Management to Prevent Drug Shortages in the Hospital Supply Chain","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":86,"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; Université du Québec à Montréal","funders":"","keywords":"Supply chain; Economic shortage; Inventory management; Inventory control; Inventory theory; Business; Operations management; Supply chain management; Profit (economics); Risk analysis (engineering); Computer science; Operations research; Economics; Engineering; Marketing; Microeconomics","authors":[{"name":"Tarek Abu Zwaida","is_ca":true},{"name":"Chuan Pham","is_ca":true},{"name":"Yvan Beauregard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01357521475663442,"gpt":0.2223848192402331,"spread":0.2088096044835986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244176,0.0009901309,0.00138132,0.0005297862,0.0005760827,0.001194807,0.001071214,0.001159283,0.003047654],"category_scores_gemma":[0.002557769,0.0006087898,0.0006140952,0.0004879322,0.0006628516,0.001191981,0.001019235,0.001188606,0.0002557749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504241,"about_ca_system_score_gemma":0.002776328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288997,"about_ca_topic_score_gemma":0.009081827,"domain_scores_codex":[0.9994717,0.0001365798,0.00003538549,0.0001239058,0.00007997107,0.0001524828],"domain_scores_gemma":[0.9986783,0.0006439043,0.0002905721,0.00004732733,0.0001922384,0.0001475486],"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":[0.00009220059,0.00005442865,0.001200377,0.00006819003,0.00002360939,0.00006667472,0.00002453467,0.9817156,0.0006020278,0.001446687,0.0006333806,0.01407219],"study_design_scores_gemma":[0.00001080227,0.00002525652,0.0001505387,0.000005539746,0.000008334532,0.000008439865,0.000008540826,0.9985015,0.0001843488,0.0009519696,0.00014121,0.000003472979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2464003,0.002136759,0.738598,0.002258383,0.0002101771,0.0002307327,0.0004275241,0.001080927,0.008657157],"genre_scores_gemma":[0.9731221,0.0002662579,0.02463714,0.0001690037,0.00002553534,0.00005467555,0.0001155009,0.00002684031,0.001582988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288997,"threshold_uncertainty_score":0.02562988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889565356","doi":"10.3390/app8091537","title":"Compressive Strength Characteristics of Cemented Tailings Backfill with Alkali-Activated Slag","year":2018,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Tailings Management and Properties","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"First Quantum Minerals (Canada)","funders":"Fundamental Research Funds for the Central Universities; China Postdoctoral Science Foundation","keywords":"Tailings; Cementitious; Compressive strength; Cement; Materials science; Portland cement; Cementation (geology); Metallurgy; Waste management; Composite material; Engineering","authors":[{"name":"Gaili Xue","is_ca":false},{"name":"Erol Yilmaz","is_ca":true},{"name":"Weidong Song","is_ca":false},{"name":"Shuai Cao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414989777429451,"gpt":0.2052832492139953,"spread":0.1911333514397008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699994,0.0005275561,0.0003232787,0.000465515,0.0001701616,0.0002814037,0.0002470342,0.0003051921,0.0009518467],"category_scores_gemma":[0.0004028733,0.000222187,0.0003848238,0.0005141828,0.0002569001,0.0002847342,0.0002124095,0.0002922701,0.0001874205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402089,"about_ca_system_score_gemma":0.0003146587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659154,"about_ca_topic_score_gemma":0.005340983,"domain_scores_codex":[0.9997479,0.00002548189,0.00002247941,0.00004372421,0.0001217527,0.00003851321],"domain_scores_gemma":[0.9997199,0.00004285265,0.00009134936,0.00001820208,0.00007102067,0.0000566048],"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":[0.0003472009,0.00004234487,0.002636391,0.00004789821,0.00001219137,0.00006910095,0.00005566016,0.0003789008,0.9944316,0.00002456058,0.00001991977,0.001934253],"study_design_scores_gemma":[0.00001766502,0.001523705,0.03228149,0.0000111019,0.00004482763,0.0001064511,0.0001555177,0.002458131,0.9625035,0.00001913895,0.0008538419,0.00002458864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994568,0.0001688316,0.0001744345,0.000005363956,0.000002975838,0.000003625508,0.00005868055,0.000011585,0.0001176299],"genre_scores_gemma":[0.9988912,0.0001120004,0.000287418,0.000008354667,0.0000024407,0.000005830317,0.0001295524,0.000006592976,0.0005567194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659154,"threshold_uncertainty_score":0.005287349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}