{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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":"8e1d36b25039","filters":{"venue":"Monash University Research Portal (Monash University)"}},"results":[{"id":"W4221048056","doi":"10.1016/s2213-8587(21)00349-1\"&gt;10.1016/s2213-8587(21)00349-1&lt;/a&gt;&lt;/p&gt","title":"Diabetes Mortality and Trends Before 25 Years of Age: An Analysis of the Global Burden of Disease Study 2019","year":2022,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Stanford Cardiovascular Institute, School of Medicine, Stanford University; Centre for Heart Rhythm Disorders, University of Adelaide; Sydney Medical School; Russian Academy of Sciences; National Health and Medical Research Council; Samsung; George Institute for Global Health; Universitas Padjadjaran; Jahrom University of Medical Sciences; University of Jeddah; Universiti Sultan Zainal Abidin; Menzies Institute for Medical Research; Walailak University; Universität Ulm; Xiamen University; Southeast University; Universidade Federal de Juiz de Fora; La Trobe University; Universitatea din București; National Taiwan Normal University; Pomorski Uniwersytet Medyczny W Szczecinie; University of Toronto; Université de Genève; University of Technology Sydney; Universitas Indonesia; United Arab Emirates University; University Of Nigeria Nsukka; Shahid Beheshti University of Medical Sciences; Directorate for Biological Sciences; Göteborgs Universitet; Universidad Nacional Autónoma de México; Universitetet i Oslo; I.M. Sechenov First Moscow State Medical University; Bangladesh University of Health Sciences; Shahrekord University of Medical Sciences; Kermanshah University of Medical Sciences; Shahrekord University; Chinese University of Hong Kong; Haramaya University; Curtin University of Technology; Universiti Sains Malaysia; Universiti Kebangsaan Malaysia; Università degli Studi del Piemonte Orientale; Centro de Investigación Biomédica en Red de Salud Mental; University of Gondar; University of Tasmania; University of Waterloo; Tehran University of Medical Sciences and Health Services; Universiti Malaya; Sultan Qaboos University; Seoul National University Hospital; King Abdulaziz University; Università degli Studi di Milano; Arak University of Medical Sciences; Karolinska Institutet; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; Institució Catalana de Recerca i Estudis Avançats; Universidad Autónoma del Estado de Morelos; University of Calcutta; American University of Sharjah; Uppsala Universitet; Madras Diabetes Research Foundation; University of Health and Allied Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Kuwait University; Department of Social Services, Australian Government; Universiteit Utrecht; Khalifa University of Science, Technology and Research; Amity University; Tribhuvan University; Mashhad University of Medical Sciences; Australian Catholic University; Indian Council of Medical Research; University College London; Centre Hospitalier Universitaire Vaudois; Seoul National University; Tulane University; Iran University of Medical Sciences; Department of Health and Social Care; McMaster University; University of Leicester; Akademiska Sjukhuset; Universidade Federal do Rio Grande do Sul; Deutsches Krebsforschungszentrum; Harvard University; University of Wollongong; Babol University of Medical Sciences; York University; Washington University in St. Louis; Monash University; South Eastern Sydney Local Health District; Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Social Science Research Council; Trường Đại học Duy Tân; Bill and Melinda Gates Foundation; University of Washington; Student Research Committee, Tabriz University of Medical Sciences; Shahjalal University of Science and Technology; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Univerzita Karlova v Praze; Imam Abdulrahman Bin Faisal University; University of Georgia; Division of Mathematical Sciences; Universitas Airlangga; Samara University; Jordan University of Science and Technology; University of Oxford; New Mexico State University; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; Jazan University; U.S. Department of Veterans Affairs; Imperial College London; Northwell Health; Hamad Medical Corporation; Helsingin Yliopisto; Brigham and Women's Hospital; Universidade de São Paulo; Krishna Institute Of Medical Sciences Deemed To Be University; Tufts Medical Center; National Institute for Health and Care Research; Charles Sturt University","keywords":"Medicine; Disease; Diabetes mellitus; Burden of disease; MEDLINE; Gerontology; Demography; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04864294238137033,"gpt":0.3198934807209019,"spread":0.2712505383395316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002667793,0.0004881262,0.0008041273,0.00369406,0.0003314574,0.0009641741,0.0005707875,0.0005379407,0.001640993],"category_scores_gemma":[0.004578926,0.0002673831,0.002024622,0.009970283,0.0002474265,0.0008367944,0.001413857,0.001037964,0.0004977394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294631,"about_ca_system_score_gemma":0.001133259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04388994,"about_ca_topic_score_gemma":0.03745108,"domain_scores_codex":[0.9984934,0.0004146378,0.000276719,0.0002601588,0.0003461077,0.0002088841],"domain_scores_gemma":[0.997825,0.0003185038,0.000938968,0.0001660791,0.0005033998,0.0002480203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691166,0.00001837693,0.9853719,0.0003156319,0.0008920878,0.00009592686,0.0001558954,0.0005050894,0.00006498434,0.0002262117,0.006660435,0.00552443],"study_design_scores_gemma":[0.0000145177,0.0000242088,0.9955167,0.0001160012,0.0001966583,0.0001056636,0.0002035055,0.0005511847,0.00001935098,0.0001134061,0.003125361,0.00001331322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736396,0.03881536,0.001430845,0.00367236,0.0005300634,0.0001809097,0.2125031,0.0001259431,0.006345442],"genre_scores_gemma":[0.9069251,0.006084882,0.0006193948,0.0006780914,0.0002334011,0.0002014739,0.08459529,0.00003787836,0.0006244946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04388994,"threshold_uncertainty_score":0.08726895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134117922","doi":"10.1093/hmg/ddu552","title":"","year":2015,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; Francis Crick Institute; Cancer Research UK; Wellcome Trust","keywords":"HNF1B; Single-nucleotide polymorphism; Endometrial cancer; Locus (genetics); Biology; Genetics; Linkage disequilibrium; Haplotype; Genotype; Allele; SNP; Gene; Promoter; Cancer; Gene expression","authors":[{"name":"Tracy A. O’Mara","is_ca":false},{"name":"Jyotsna Batra","is_ca":false},{"name":"Timothy Cheng","is_ca":false},{"name":"Felicity Lose","is_ca":false},{"name":"Joe Dennis","is_ca":false},{"name":"Kyriaki Michailidou","is_ca":false},{"name":"Jonathan P. Tyrer","is_ca":false},{"name":"Shahana Ahmed","is_ca":false},{"name":"Kaltin Ferguson","is_ca":false},{"name":"Catherine S. Healey","is_ca":false},{"name":"Susanne Kaufmann","is_ca":false},{"name":"Kristine M. Hillman","is_ca":false},{"name":"Carina Walpole","is_ca":false},{"name":"Leire Moya","is_ca":false},{"name":"Pamela M. Pollock","is_ca":false},{"name":"Angela Jones","is_ca":false},{"name":"Kimberley Howarth","is_ca":false},{"name":"Lynn Martin","is_ca":false},{"name":"Maggie Gorman","is_ca":false},{"name":"Shirley Hodgson","is_ca":false},{"name":"Ma. Magdalena Echeverry de Polanco","is_ca":false},{"name":"Mónica Sans","is_ca":false},{"name":"Ángel Carracedo","is_ca":false},{"name":"Sergi Castellvı́-Bel","is_ca":false},{"name":"Augusto Rojas‐Martínez","is_ca":false},{"name":"Érika Maria Monteiro Santos","is_ca":false},{"name":"Manuel R. Teixeira","is_ca":false},{"name":"Luis G. Carvajal‐Carmona","is_ca":false},{"name":"Xiao‐Ou Shu","is_ca":false},{"name":"Jirong Long","is_ca":false},{"name":"Wei Zheng","is_ca":false},{"name":"Yong‐Bing Xiang","is_ca":false},{"name":"Grant W. Montgomery","is_ca":false},{"name":"Penelope M. Webb","is_ca":false},{"name":"Rodney J. Scott","is_ca":false},{"name":"Mark McEvoy","is_ca":false},{"name":"John Attia","is_ca":false},{"name":"Elizabeth Holliday","is_ca":false},{"name":"Nicholas G. Martin","is_ca":false},{"name":"Dale R. Nyholt","is_ca":false},{"name":"Anjali K. Henders","is_ca":false},{"name":"Peter A. Fasching","is_ca":false},{"name":"Alexander Hein","is_ca":false},{"name":"Matthias W. Beckmann","is_ca":false},{"name":"Stefan P. Renner","is_ca":false},{"name":"Thilo Dörk","is_ca":false},{"name":"Peter Hillemanns","is_ca":false},{"name":"Matthias Dürst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07873717601615077,"gpt":0.2986944903253589,"spread":0.2199573143092082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006393566,0.0004051528,0.0004021326,0.0007789941,0.000769286,0.001184537,0.0005216097,0.0006136225,0.138898],"category_scores_gemma":[0.001789115,0.0001880894,0.0003641944,0.001194851,0.0002865616,0.000365826,0.0009038278,0.0005244848,0.06186659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004991074,"about_ca_system_score_gemma":0.0007576943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431495,"about_ca_topic_score_gemma":0.005270413,"domain_scores_codex":[0.9993725,0.0001038258,0.00004493163,0.0002173737,0.0001846939,0.00007668886],"domain_scores_gemma":[0.9995416,0.00007456393,0.00005781868,0.0000888202,0.0001304303,0.0001067732],"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":[0.00124266,0.0002593606,0.09624697,0.0007339366,0.0002414572,0.003296834,0.001038364,0.000272699,0.01563497,0.01876765,0.2221913,0.6400738],"study_design_scores_gemma":[0.0001262835,0.0001989927,0.112686,0.0002208715,0.00009264473,0.003900625,0.0003335721,0.0002207013,0.001569684,0.00672258,0.8738915,0.00003663117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1737042,0.01820074,0.02507097,0.01047765,0.003468198,0.0009902398,0.05611787,0.003211798,0.7087584],"genre_scores_gemma":[0.3023885,0.007972995,0.01545729,0.006465002,0.0009249814,0.0007957747,0.04503853,0.0008230573,0.6201339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.861102,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138754662","doi":"","title":"Discourse and practice in information literacy and information seeking: gaps and opportunities","year":2011,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Information literacy; Information seeking; Value (mathematics); Sociology; Literacy; Empirical research; Information behavior; Public relations; Psychology; Epistemology; Political science; Pedagogy; Library science; Computer science","authors":[{"name":"Heidi Julien","is_ca":true},{"name":"Kirsty Williamson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07395218133915019,"gpt":0.3199789264080244,"spread":0.2460267450688743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01799317,0.0005347487,0.001351103,0.005219586,0.005208184,0.01615158,0.001421481,0.004875612,0.01159818],"category_scores_gemma":[0.02563707,0.0005533018,0.0003715046,0.009289497,0.03088062,0.02479907,0.008618012,0.004652353,0.0009437383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201597,"about_ca_system_score_gemma":0.01776468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438187,"about_ca_topic_score_gemma":0.007047202,"domain_scores_codex":[0.9913893,0.005313525,0.0004818657,0.0008146013,0.001378484,0.0006222824],"domain_scores_gemma":[0.9246749,0.06634952,0.002895915,0.001270745,0.003072812,0.001736119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000798186,0.0001028485,0.004219214,0.008297111,0.00001642446,0.0003688635,0.2516848,0.0002286781,0.0004736058,0.5197122,0.01365888,0.2011576],"study_design_scores_gemma":[0.00002506084,0.000137059,0.01574906,0.03397357,0.00003489068,0.001068041,0.2640964,0.0006588788,0.0005463156,0.2908254,0.3928114,0.00007384921],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06464845,0.4380731,0.008696041,0.377522,0.002448725,0.00007669438,0.0001847613,0.00007940962,0.1082708],"genre_scores_gemma":[0.7912196,0.1818111,0.004206016,0.01231594,0.003105818,0.0002113463,0.0001496209,0.0000454682,0.00693509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01799317,"threshold_uncertainty_score":0.0951581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755124011","doi":"10.25916/sut.26248340","title":"Photometric redshifts for the Kilo-Degree Survey. Machine-learning analysis with artificial neural networks","year":2017,"lang":"en","type":"preprint","venue":"Monash University Research Portal (Monash University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; INAF-Osservatorio Astronomico di Padova; Harvard University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Australian Astronomical Optics-Macquarie; Deutsche Forschungsgemeinschaft; York University; Science and Technology Facilities Council; Carnegie Mellon University; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; College of Engineering, Michigan State University; Università degli Studi di Padova; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; Alexander von Humboldt-Stiftung; National Science Foundation; U.S. Department of Energy","keywords":"Photometry (optics); Photometric redshift; Redshift; Physics; Galaxy; Astrophysics; Sigma; Fiducial marker; Degree (music); Artificial neural network; Artificial intelligence; Stars; Astronomy; Computer science","authors":[{"name":"Maciej Bilicki","is_ca":false},{"name":"Henk Hoekstra","is_ca":false},{"name":"M. J. I. Brown","is_ca":false},{"name":"Valeria Amaro","is_ca":false},{"name":"Chris Blake","is_ca":false},{"name":"S. Cavuoti","is_ca":false},{"name":"J. T. A. de Jong","is_ca":false},{"name":"H. Hildebrandt","is_ca":false},{"name":"Christian Wolf","is_ca":false},{"name":"A. Amon","is_ca":false},{"name":"M. Brescia","is_ca":false},{"name":"Sarah Brough","is_ca":false},{"name":"M. V. Costa-Duarte","is_ca":false},{"name":"T. Erben","is_ca":false},{"name":"Karl Glazebrook","is_ca":false},{"name":"A. Grado","is_ca":false},{"name":"Catherine Heymans","is_ca":false},{"name":"T. H. Jarrett","is_ca":false},{"name":"Shahab Joudaki","is_ca":false},{"name":"Konrad Kuijken","is_ca":false},{"name":"G. Longo","is_ca":false},{"name":"N. R. Napolitano","is_ca":false},{"name":"David Parkinson","is_ca":false},{"name":"Civita Vellucci","is_ca":false},{"name":"G. Verdoes Kleijn","is_ca":false},{"name":"L. Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06766313773085461,"gpt":0.2758159770277898,"spread":0.2081528392969351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006247849,0.0003381469,0.0001764286,0.001914609,0.0002149406,0.000535931,0.0003903057,0.0001727792,0.006394146],"category_scores_gemma":[0.002010892,0.0001565274,0.000531339,0.002425931,0.0001540581,0.0003455576,0.000626653,0.0005669541,0.003355315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000560993,"about_ca_system_score_gemma":0.0002527999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430198,"about_ca_topic_score_gemma":0.01935891,"domain_scores_codex":[0.999598,0.00005039175,0.00001542303,0.00007829368,0.000211761,0.00004620593],"domain_scores_gemma":[0.9990151,0.0001090591,0.0002925236,0.0002845125,0.0002156778,0.00008318989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003335803,0.0001171184,0.5992497,0.0003102487,0.0003199425,0.0001459777,0.0003977456,0.03124966,0.00985281,0.01134542,0.1393249,0.2073529],"study_design_scores_gemma":[0.00002402642,0.00003819016,0.831997,0.00002764928,0.00002740005,0.0002164759,0.0001150458,0.03783281,0.003774779,0.002917177,0.1229977,0.00003168655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.552669,0.001577124,0.1297795,0.0007165541,0.0002304628,0.0002083643,0.2381153,0.01809885,0.05860468],"genre_scores_gemma":[0.7911851,0.0004446473,0.06520157,0.0001387479,0.0001068596,0.0001712183,0.1326766,0.002356443,0.007718883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430198,"threshold_uncertainty_score":0.0284375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786572460","doi":"","title":"\"Do I Really Need a Course to Learn to Teach Students with Disabilities? I've Been Doing It for Years\".","year":2017,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Coursework; Inclusion (mineral); Psychology; Mathematics education; Service (business); Teacher education; Medical education; Pedagogy; Medicine; Social psychology","authors":[{"name":"Laura Sokal","is_ca":true},{"name":"Umesh Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0666759962604478,"gpt":0.4056093329767275,"spread":0.3389333367162797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002434225,0.0001837415,0.0002321039,0.0004577937,0.003840347,0.001427589,0.0006011972,0.0006795974,0.002544418],"category_scores_gemma":[0.007550867,0.000191787,0.0001372748,0.00040303,0.002625974,0.0008405926,0.001703095,0.001381426,0.0005721446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423826,"about_ca_system_score_gemma":0.00926154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0836811,"about_ca_topic_score_gemma":0.3304949,"domain_scores_codex":[0.9988418,0.0003506831,0.00006057148,0.00006450686,0.0003534052,0.0003289459],"domain_scores_gemma":[0.9940626,0.001160009,0.001082259,0.0001439619,0.0008864398,0.002664777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001056667,0.0009772334,0.4586651,0.00041411,0.00002493298,0.001012472,0.4297878,0.00007538167,0.002137149,0.001076939,0.01634675,0.08937649],"study_design_scores_gemma":[0.00001624051,0.0002264361,0.3366495,0.0002646851,0.0000196199,0.0004659471,0.62331,0.00008695878,0.0004075782,0.0002782077,0.03824128,0.00003354869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927209,0.000231967,0.0001796296,0.002111802,0.00003793235,0.00007445032,0.00005575391,0.0000136617,0.004573835],"genre_scores_gemma":[0.9869687,0.0006841974,0.0005927914,0.002229298,0.00002178142,0.0001401869,0.00008048138,0.000009238211,0.009273344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0836811,"threshold_uncertainty_score":0.166388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994908181","doi":"","title":"Cross-over kids: effective responses to children and young people in the youth justice and statutory Child Protection systems","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Statutory law; Economic Justice; Child protection; Political science; Psychology; Developmental psychology; Law","authors":[{"name":"Susan Baidawi","is_ca":false},{"name":"Rosemary Sheehan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02300424343147094,"gpt":0.2888937930819838,"spread":0.2658895496505128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005954694,0.0003702117,0.0006272544,0.000836714,0.008175744,0.003313166,0.001041962,0.001774949,0.004278259],"category_scores_gemma":[0.008379966,0.0006733422,0.0003035702,0.0006605936,0.00270673,0.002319988,0.008958003,0.00224979,0.0003650907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004443445,"about_ca_system_score_gemma":0.005521658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03695898,"about_ca_topic_score_gemma":0.08164598,"domain_scores_codex":[0.9941738,0.003109848,0.0002525974,0.000334085,0.0004708043,0.001658874],"domain_scores_gemma":[0.9947096,0.001799441,0.001003316,0.000174696,0.0004966314,0.00181636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004243897,0.00008384426,0.05653256,0.0001457291,0.00001041667,0.001382533,0.92867,0.00001843411,0.0008230412,0.0004179263,0.00176883,0.01010419],"study_design_scores_gemma":[0.00000429902,0.00008876345,0.0256677,0.00009825462,0.000004500404,0.0002861802,0.9659896,0.00001135078,0.000123712,0.00006769809,0.007647094,0.00001083294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943738,0.0003874415,0.0000984805,0.001451698,0.00004329472,0.00008129505,0.00005994435,0.000005966343,0.003498135],"genre_scores_gemma":[0.9950821,0.0005230812,0.0002694866,0.0009811992,0.00001825946,0.0001539104,0.0000407378,0.000005903753,0.002925403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03695898,"threshold_uncertainty_score":0.07348776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894812799","doi":"","title":"The Victorian Lung Cancer Registry Annual Report, 2016","year":2015,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Lung cancer; Medicine; Cancer registry; Cancer; Oncology; Internal medicine","authors":[{"name":"Rob G. Stirling","is_ca":false},{"name":"Ri Scarborough","is_ca":false},{"name":"Simon Evans","is_ca":false},{"name":"B Pellegrini","is_ca":false},{"name":"John Zalcberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09721437829213277,"gpt":0.3669872492569721,"spread":0.2697728709648393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006594784,0.000529205,0.001003139,0.005843736,0.001018806,0.002867246,0.001719743,0.0007569783,0.0162937],"category_scores_gemma":[0.03518439,0.001171384,0.0009300307,0.01065644,0.0003839303,0.001452164,0.00253607,0.001975814,0.01431858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593299,"about_ca_system_score_gemma":0.02779348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5796019,"about_ca_topic_score_gemma":0.6245959,"domain_scores_codex":[0.9916531,0.001001329,0.002018265,0.0007644459,0.003740434,0.0008224452],"domain_scores_gemma":[0.9745574,0.001125268,0.0018669,0.0009610337,0.01942603,0.00206331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007521,0.00001342531,0.01042012,0.0007880179,0.00003374186,0.00001552745,0.0000921451,0.0001901962,0.00004343326,0.0004842708,0.965643,0.02220088],"study_design_scores_gemma":[0.00006122412,0.00002364756,0.1174722,0.001730866,0.00003675773,0.0001084473,0.000252779,0.0003775272,0.0001174922,0.0004788669,0.8792983,0.00004179373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003656979,0.008729006,0.001168002,0.005543173,0.002068086,0.0008686629,0.9431798,0.0004659689,0.03432041],"genre_scores_gemma":[0.02044849,0.008968262,0.004069539,0.001952363,0.0004595258,0.001592972,0.9118254,0.0004739127,0.05020954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5796019,"threshold_uncertainty_score":0.8457478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907410685","doi":"","title":"Unpacking 'gender issues' research","year":2012,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"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":"Unpacking; Psychology; Sociology; Linguistics; Philosophy","authors":[{"name":"Jennifer Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6000936006151348,"gpt":0.5712039998692925,"spread":0.02888960074584235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1334758,0.001110231,0.001363025,0.00594108,0.01623295,0.01448531,0.003638226,0.005131925,0.007281614],"category_scores_gemma":[0.1085604,0.0009351216,0.0007196441,0.006745223,0.06586396,0.02930172,0.01622448,0.006296785,0.0008464076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095478,"about_ca_system_score_gemma":0.007829734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007531727,"about_ca_topic_score_gemma":0.009275026,"domain_scores_codex":[0.8767396,0.1020595,0.002437147,0.006520275,0.009221059,0.003022386],"domain_scores_gemma":[0.8332304,0.1443594,0.006690426,0.007013492,0.006958037,0.001748249],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003293512,0.00001950383,0.002645558,0.0006949599,0.00002256492,0.0002071071,0.6037155,0.00006013003,0.0003112382,0.3592459,0.002827628,0.03021699],"study_design_scores_gemma":[0.00001187706,0.0000729396,0.003274503,0.004049055,0.00004093933,0.0006140874,0.6717109,0.0002409648,0.000967634,0.1463957,0.1725817,0.00003973869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2784708,0.07907545,0.145241,0.2542876,0.01006238,0.0006760577,0.0005010092,0.0001309235,0.2315549],"genre_scores_gemma":[0.9484422,0.01217621,0.01107201,0.01876762,0.001483495,0.000640166,0.00006830238,0.0001433216,0.007206674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8665242,"threshold_uncertainty_score":0.7058961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121046446","doi":"","title":"Геерерт Крістіна, Ньюмен Джон, Бааєн Гаральд. Варіація в межах ідіоматичної варіації:дослідження відмінностей уживання ідіом різними мовцями","year":2020,"lang":"uk","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Variation (astronomy); Linguistics; Psychology; Focus (optics)","authors":[{"name":"Kristina Geeraert","is_ca":true},{"name":"John Newman","is_ca":true},{"name":"R. Harald Baayen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07575155706053355,"gpt":0.3052773214875046,"spread":0.229525764426971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117808,0.0003128833,0.000164974,0.001114971,0.001716774,0.003725705,0.0003385067,0.000731829,0.01082258],"category_scores_gemma":[0.003278447,0.0003360999,0.0002542865,0.001246808,0.002790429,0.00255394,0.001310844,0.001214297,0.003949511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498658,"about_ca_system_score_gemma":0.001704476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749941,"about_ca_topic_score_gemma":0.006694484,"domain_scores_codex":[0.9992266,0.0002358583,0.00003730562,0.000129657,0.000278493,0.00009208851],"domain_scores_gemma":[0.9988974,0.0004210623,0.0001299156,0.0001298513,0.0002703252,0.000151351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002900201,0.00007141213,0.009152175,0.0006254418,0.00002576472,0.002437762,0.05756129,0.0006332429,0.01964235,0.598913,0.02803935,0.2826082],"study_design_scores_gemma":[0.00003277955,0.00007898904,0.01971411,0.0004556497,0.00004409533,0.003058765,0.02163208,0.00118029,0.01123186,0.1031994,0.8392631,0.0001088882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.227487,0.01415392,0.09461569,0.01141062,0.001242122,0.0002709674,0.0008823318,0.0006027645,0.6493347],"genre_scores_gemma":[0.8420523,0.007261502,0.0635227,0.0006181006,0.0002045831,0.0001974507,0.0004871614,0.0004011884,0.08525499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01082258,"threshold_uncertainty_score":0.03620517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126683361","doi":"10.5281/zenodo.3988104","title":"Engaging Citizens in Data Governance in Net Zero Precincts","year":2020,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":3,"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":"","keywords":"Corporate governance; Zero (linguistics); Business; Political science; Public administration; Finance; Linguistics; Philosophy","authors":[{"name":"Darren Sharp","is_ca":false},{"name":"Sarah Goodwin","is_ca":false},{"name":"Misita Anwar","is_ca":false},{"name":"Lyn Bartram","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4464383764213978,"gpt":0.4117142301093712,"spread":0.03472414631202658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04045093,0.0003913844,0.0004470804,0.001117925,0.008449748,0.01106711,0.002439186,0.001559863,0.006317932],"category_scores_gemma":[0.02977179,0.0004725023,0.0004114571,0.001293257,0.01592898,0.0061767,0.01740436,0.002761086,0.0007096573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007924165,"about_ca_system_score_gemma":0.01280886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0050797,"about_ca_topic_score_gemma":0.01150725,"domain_scores_codex":[0.9370682,0.05205845,0.0009307209,0.002122476,0.003480375,0.004339755],"domain_scores_gemma":[0.9631032,0.02289879,0.002284198,0.005473547,0.002438192,0.003801984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006831143,0.001213715,0.02517646,0.0009214268,0.00004091911,0.001175674,0.6597688,0.004102931,0.00695414,0.1686318,0.007105602,0.1242254],"study_design_scores_gemma":[0.0001689674,0.001311195,0.011123,0.0006815461,0.00002638541,0.00045682,0.6335378,0.003094495,0.008188874,0.04048915,0.3008123,0.0001094344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562917,0.0002766746,0.05042316,0.006968981,0.0001245992,0.001746501,0.0001660797,0.0002117235,0.08379064],"genre_scores_gemma":[0.9749225,0.00008626137,0.01650706,0.0004287591,0.00001062149,0.0004366337,0.00009044926,0.00004372815,0.007473981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04045093,"threshold_uncertainty_score":0.2139275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925075343","doi":"","title":"The Canadian general public's views of gender and mathematics: a comparison of findings from binary and non-binary studies","year":2018,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Science Education and Perceptions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Binary number; Binary opposition; Mathematics; Linguistics; Arithmetic; Philosophy","authors":[{"name":"Jennifer Hall","is_ca":false},{"name":"Limin Jao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2982220103257526,"gpt":0.4291602081093133,"spread":0.1309381977835608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014138,0.0004039056,0.0006969749,0.007361162,0.009813551,0.004827357,0.002651135,0.0009422066,0.006268186],"category_scores_gemma":[0.03966069,0.0003525226,0.000565746,0.01213665,0.005905163,0.002849389,0.005381249,0.001682122,0.0002962225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03046704,"about_ca_system_score_gemma":0.03282543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9721486,"about_ca_topic_score_gemma":0.9686171,"domain_scores_codex":[0.9861761,0.002500404,0.0005792541,0.001182531,0.006659666,0.002902165],"domain_scores_gemma":[0.9637415,0.009884266,0.005740982,0.001862604,0.01532076,0.00344989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003622746,0.0001268941,0.4620951,0.0009107948,0.0001354768,0.0005552366,0.4640699,0.00008624831,0.00074573,0.01117669,0.00934262,0.05039303],"study_design_scores_gemma":[0.00001558821,0.00004654436,0.6476828,0.0006039862,0.00004327816,0.0001100221,0.3338763,0.0001022824,0.0002569185,0.0006335798,0.01655404,0.0000746329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473102,0.002177706,0.0004120252,0.00518435,0.0001067202,0.00009399936,0.001794435,0.00001487744,0.04290573],"genre_scores_gemma":[0.9960551,0.00103161,0.0001318943,0.0008540645,0.00002379913,0.00003583107,0.0005246661,0.00001281474,0.001330193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03046704,"threshold_uncertainty_score":0.221055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911903568","doi":"","title":"The subject of ROAR in the mind and in the corpus: What divergent results can teach us","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; University of Alberta","funders":"","keywords":"Convergence (economics); Divergence (linguistics); Linguistics; Subject (documents); Point (geometry); Reflection (computer programming); Computer science; Verb; Artificial intelligence; Epistemology; Natural language processing; Cognitive science; Psychology; Mathematics; Philosophy","authors":[{"name":"John Newman","is_ca":true},{"name":"Tamara Sorenson Duncan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02334347717728096,"gpt":0.2624011187660794,"spread":0.2390576415887984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1980877,0.0009530853,0.002562965,0.01306253,0.007166371,0.0238198,0.003993355,0.004320315,0.007933561],"category_scores_gemma":[0.4551346,0.001237417,0.001476558,0.01023212,0.03011032,0.04503784,0.01323449,0.007701154,0.003765419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006429625,"about_ca_system_score_gemma":0.005879825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006761103,"about_ca_topic_score_gemma":0.009904426,"domain_scores_codex":[0.8079468,0.1424135,0.008321123,0.01268471,0.02545498,0.003178836],"domain_scores_gemma":[0.4582212,0.4136702,0.01464427,0.06266164,0.04650258,0.004300186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009815816,0.0003558693,0.05132897,0.007176242,0.001259527,0.0009443861,0.4079764,0.0004370718,0.003807414,0.2303916,0.0287577,0.2665832],"study_design_scores_gemma":[0.0001738911,0.0003778408,0.07402533,0.01723039,0.0007837972,0.001285232,0.3813046,0.001522847,0.007083947,0.3318056,0.1839793,0.0004272897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2750716,0.08924913,0.1044706,0.2982632,0.008961978,0.001136914,0.002668303,0.0008090861,0.2193692],"genre_scores_gemma":[0.8843482,0.01672998,0.05563024,0.02690778,0.001781452,0.00145218,0.001852307,0.0016942,0.009603647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1980877,"threshold_uncertainty_score":0.9889007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2937170474","doi":"10.5281/zenodo.1469550","title":"``Spilling the bag'' on idiomatic variation","year":2018,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":1,"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":"Killam Trusts","keywords":"Variation (astronomy); Linguistics; Computer science; History; Natural language processing; Philosophy","authors":[{"name":"Kristina Geeraert","is_ca":false},{"name":"R. Harald Baayen","is_ca":true},{"name":"John Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07730064842123793,"gpt":0.3346797983584938,"spread":0.2573791499372559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002748707,0.0004191543,0.0004403902,0.001361952,0.001325105,0.002719769,0.0005185829,0.0005637704,0.004740865],"category_scores_gemma":[0.0131334,0.000355581,0.0002739676,0.001088248,0.005384319,0.004196951,0.004063918,0.001226177,0.0003349134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008291079,"about_ca_system_score_gemma":0.0005676294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833541,"about_ca_topic_score_gemma":0.002928948,"domain_scores_codex":[0.9966744,0.001778671,0.0001542575,0.000479258,0.0007330735,0.0001803921],"domain_scores_gemma":[0.9932034,0.003788635,0.0008720752,0.001395773,0.0006242624,0.000115713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008332395,0.000106176,0.0582624,0.0007326279,0.00009376582,0.001648713,0.1500405,0.001109774,0.08201855,0.4500187,0.002429609,0.2527061],"study_design_scores_gemma":[0.00009188638,0.0006329353,0.4063812,0.0009287942,0.000343123,0.006827081,0.07236518,0.01122606,0.03378978,0.3818137,0.08518939,0.0004107893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8635085,0.0006995315,0.04117279,0.0009634331,0.0000596666,0.00004680195,0.0001115731,0.0001080631,0.09332969],"genre_scores_gemma":[0.9928329,0.0001569055,0.005655407,0.0001609587,0.00001355742,0.00001746566,0.00004477182,0.00007034527,0.001047536],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004740865,"threshold_uncertainty_score":0.01585978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123192805","doi":"","title":"When is personal data “about” or “relating to” an individual? A comparison of Australian, Canadian, and EU data protection and privacy laws","year":2018,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Data Protection Act 1998; Legislature; Information privacy law; Personally identifiable information; Law; Political science; Information privacy; Data Protection Directive; Corporation; Privacy laws of the United States; European union; Privacy law; Economic Justice; European Union law; Business; Privacy policy","authors":[{"name":"Normann Witzleb","is_ca":false},{"name":"Julian Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2992214182227149,"gpt":0.3953910083879998,"spread":0.09616959016528498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0197111,0.0002634899,0.0005189343,0.004720578,0.01452139,0.01430903,0.002452518,0.003655334,0.003025449],"category_scores_gemma":[0.03712511,0.0005663232,0.0006981525,0.007633749,0.02393614,0.005251159,0.004951574,0.006854137,0.0003666123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07882036,"about_ca_system_score_gemma":0.1185542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457533,"about_ca_topic_score_gemma":0.944626,"domain_scores_codex":[0.9476231,0.009639642,0.002042538,0.002805835,0.02953027,0.008358549],"domain_scores_gemma":[0.9699628,0.01012344,0.001609345,0.00234166,0.01378241,0.002180328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002623487,0.00001644659,0.002804207,0.0001172596,0.0000100855,0.0001770399,0.03232805,0.0001705376,0.0003400892,0.928534,0.01542063,0.02005546],"study_design_scores_gemma":[0.00002100033,0.00004319615,0.04699109,0.001452474,0.0000966226,0.000400241,0.04347089,0.0008491926,0.00129616,0.06315947,0.8420151,0.0002045337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1045116,0.009891081,0.006353204,0.1228846,0.0005660408,0.0001947394,0.0007484198,0.00008526384,0.7547651],"genre_scores_gemma":[0.901014,0.008336617,0.006538333,0.03484265,0.0001930118,0.0001473258,0.0003794112,0.00006359031,0.04848503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07882036,"threshold_uncertainty_score":0.5718844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963226514","doi":"","title":"Embedding quartic Eulerian digraphs on the plane","year":2017,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Marsden Fund; Javna Agencija za Raziskovalno Dejavnost RS; Natural Sciences and Engineering Research Council of Canada; Royal Society Te Apārangi","keywords":"Eulerian path; Mathematics; Embedding; Quartic function; Plane (geometry); Combinatorics; Order (exchange); Discrete mathematics; Pure mathematics; Geometry; Computer science; Artificial intelligence","authors":[{"name":"Dan Archdeacon","is_ca":false},{"name":"C. Paul Bonnington","is_ca":false},{"name":"Bojan Mohar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04115052752114146,"gpt":0.2518270147430473,"spread":0.2106764872219059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001613243,0.0002490477,0.0002879498,0.0009634253,0.0007076423,0.00154003,0.0002422947,0.0003817835,0.00378159],"category_scores_gemma":[0.0007126253,0.0002432762,0.0003213155,0.0005495593,0.0008618322,0.001204911,0.00111043,0.0007582942,0.0003542786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007802333,"about_ca_system_score_gemma":0.0002903656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232138,"about_ca_topic_score_gemma":0.002150022,"domain_scores_codex":[0.9998112,0.00002055238,0.00001546695,0.00003516411,0.0000467298,0.00007081869],"domain_scores_gemma":[0.9995518,0.0001451476,0.00009175971,0.0000503656,0.00004813569,0.0001127044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001596812,0.00005619102,0.001859586,0.0000871153,0.00001162381,0.0005546315,0.0006134936,0.01033976,0.01077401,0.9590576,0.0009792298,0.01550722],"study_design_scores_gemma":[0.00003928059,0.0001101434,0.003394534,0.00005036811,0.00002436437,0.0005190221,0.0008156479,0.03908828,0.007576075,0.9309567,0.01738448,0.00004119327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901707,0.0002414124,0.07481624,0.0002456438,0.00005711327,0.00004653841,0.0002735175,0.0002196832,0.03392912],"genre_scores_gemma":[0.9791136,0.0002456995,0.009367086,0.000043164,0.00002022549,0.00002136549,0.0002934824,0.00003647629,0.01085902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00378159,"threshold_uncertainty_score":0.01265067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6927422138","doi":"10.26180/22138073","title":"Governing University Living Labs for Sustainable Development: Lessons from International Case Studies","year":2023,"lang":"en","type":"report","venue":"Monash University Research Portal (Monash University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Living lab; Assisted living; Sustainable living; Variety (cybernetics); Work (physics); Experiential learning; Face (sociological concept); Sustainability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2526012657350278,"gpt":0.4033132963095156,"spread":0.1507120305744878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02813614,0.0006636382,0.0006741879,0.001982726,0.0211571,0.01169195,0.003088404,0.004427331,0.006858336],"category_scores_gemma":[0.02700878,0.0005227766,0.0008699594,0.005097334,0.01151093,0.01505197,0.01407606,0.006908076,0.0007402104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280507,"about_ca_system_score_gemma":0.009170835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01948865,"about_ca_topic_score_gemma":0.05108346,"domain_scores_codex":[0.9739072,0.01968397,0.0005920498,0.0007165443,0.001718109,0.003382081],"domain_scores_gemma":[0.9712886,0.01963353,0.001295957,0.001904551,0.002906824,0.002970532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001480224,0.001159269,0.01789577,0.0008706177,0.00005995935,0.01124085,0.5924183,0.002525215,0.0007872549,0.2476491,0.03078742,0.09445829],"study_design_scores_gemma":[0.00002254267,0.0001400063,0.005006454,0.001096184,0.00003172877,0.001650612,0.7639146,0.0007397991,0.001100785,0.01358279,0.2126489,0.00006553059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6365086,0.005865189,0.0196493,0.04566421,0.0006389982,0.0005508154,0.0002328493,0.0001412549,0.2907488],"genre_scores_gemma":[0.9743577,0.003831216,0.00488542,0.001959488,0.00008055705,0.0003123813,0.00009174601,0.00009938309,0.01438208],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02813614,"threshold_uncertainty_score":0.1487999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973619521","doi":"","title":"Improving quality and efficiency in selecting, abstracting and appraising studies for rapid reviews","year":2017,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Quality (philosophy); Computer science; Risk analysis (engineering); Business","authors":[{"name":"Ba’ Pham","is_ca":true},{"name":"Reid Robson","is_ca":true},{"name":"Sonia M. Thomas","is_ca":true},{"name":"Jeremiah Hwee","is_ca":true},{"name":"M Page","is_ca":false},{"name":"Andrea C. Tricco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8641997236682126,"gpt":0.5904623418137449,"spread":0.2737373818544677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7158713,0.004198361,0.01735509,0.06318526,0.003142507,0.03296385,0.008186814,0.007548388,0.04245015],"category_scores_gemma":[0.9175326,0.009057511,0.01126791,0.04982882,0.003336255,0.02830853,0.01829429,0.008956254,0.01097622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007197624,"about_ca_system_score_gemma":0.05443408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450855,"about_ca_topic_score_gemma":0.01112231,"domain_scores_codex":[0.1702567,0.5364052,0.2317051,0.007671736,0.05180918,0.002152108],"domain_scores_gemma":[0.02171736,0.7796733,0.05988188,0.04175774,0.09488613,0.002083607],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003485579,0.000553594,0.008323479,0.1045557,0.005711297,0.0002388987,0.005591385,0.001162786,0.002306167,0.004765464,0.07740809,0.7858977],"study_design_scores_gemma":[0.03498664,0.003994227,0.1020259,0.2727361,0.04036549,0.002559512,0.006544856,0.02735718,0.01777525,0.08000982,0.407889,0.00375613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03645725,0.1153278,0.4999042,0.1373858,0.008599341,0.1143107,0.02315464,0.02478109,0.04007925],"genre_scores_gemma":[0.05704486,0.01861964,0.8685885,0.005343642,0.003203951,0.03743525,0.004320179,0.002743333,0.00270061],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2841287,"threshold_uncertainty_score":0.3503813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7003989505","doi":"","title":"Hoi, Alberta","year":2016,"lang":"en","type":"other","venue":"Monash University Research Portal (Monash University)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Natural (archaeology); Government (linguistics); Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01731541413979273,"gpt":0.2276071016472206,"spread":0.2102916875074279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003350494,0.001608456,0.0006218348,0.001935779,0.003636474,0.004554003,0.001314176,0.001612893,0.8051143],"category_scores_gemma":[0.0009945768,0.0005089617,0.0004399228,0.002601105,0.0007387326,0.001233468,0.001984244,0.001625545,0.5722223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003997974,"about_ca_system_score_gemma":0.007604775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2005991,"about_ca_topic_score_gemma":0.4267944,"domain_scores_codex":[0.9995123,0.00002548577,0.00001493774,0.0001352282,0.0001973314,0.0001147461],"domain_scores_gemma":[0.9992251,0.0001111987,0.00002786506,0.00008131663,0.0003315152,0.0002229822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532677,0.00008852927,0.000889982,0.0002779752,0.00001331107,0.0005232219,0.0001958526,0.001015763,0.0009684245,0.0154062,0.6801202,0.3003472],"study_design_scores_gemma":[0.00001255328,0.00001017324,0.001009226,0.00009296303,0.000004615006,0.00009862398,0.0002064309,0.0002113055,0.0002873686,0.001577428,0.9964818,0.000007457436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000895299,0.001388813,0.0004858374,0.000546349,0.0004746554,0.00002446911,0.002361509,0.0003606418,0.9934624],"genre_scores_gemma":[0.001307372,0.0004459831,0.0002490795,0.00008665432,0.00001509579,0.00000621953,0.0006172813,0.0001181516,0.9971542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8051143,"threshold_uncertainty_score":0.398863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113430031","doi":"","title":"Navigating megatrends::The ICPD Programme of action for a sustainable future","year":2024,"lang":"en","type":"book","venue":"Monash University Research Portal (Monash University)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mozilla Foundation; Dalhousie University; UNICEF","keywords":"Action (physics); Sustainable development; Sustainability; Government (linguistics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03216708142058264,"gpt":0.2798307980288257,"spread":0.2476637166082431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535115,0.0009296568,0.0004887272,0.001203126,0.002017151,0.00559693,0.001675192,0.002842204,0.0795886],"category_scores_gemma":[0.002439848,0.0006823299,0.0003396165,0.002287223,0.0009357821,0.005338734,0.005570131,0.003333346,0.02415824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007860373,"about_ca_system_score_gemma":0.01936309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1726231,"about_ca_topic_score_gemma":0.2590335,"domain_scores_codex":[0.9994156,0.00006118166,0.0000177191,0.00004428134,0.0003296639,0.0001314934],"domain_scores_gemma":[0.9994111,0.00009595397,0.00003529471,0.00004334002,0.0001792041,0.0002352008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004196931,0.000006627562,0.00005372379,0.00008280373,9.814308e-7,0.00000983698,0.0002071068,0.0000755412,0.00003346496,0.01209724,0.938933,0.0484955],"study_design_scores_gemma":[0.000002861932,0.000002697206,0.0004064519,0.00007988993,6.946533e-7,0.00001847653,0.0001465565,0.00004206761,0.0000452089,0.001940585,0.997311,0.000003442545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001629837,0.02869019,0.005071886,0.05065578,0.005518374,0.0003400931,0.005673021,0.001594387,0.9008264],"genre_scores_gemma":[0.00676274,0.007044148,0.00357674,0.003566392,0.0003591484,0.0002181526,0.002487398,0.0006421395,0.9753431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1726231,"threshold_uncertainty_score":0.3432367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113053401","doi":"","title":"BC Central Coast Prioritizing strategies for Pacific Salmon Recovery and Persistence","year":2020,"lang":"en","type":"other","venue":"Monash University Research Portal (Monash University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Persistence (discontinuity); Habitat; Climate change; Population decline; Marine habitats; Habitat destruction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06219101363338846,"gpt":0.2648283265601169,"spread":0.2026373129267284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007530032,0.0004568797,0.0001954994,0.001488608,0.002093666,0.002428083,0.001451715,0.001597725,0.1498293],"category_scores_gemma":[0.002324149,0.000186402,0.0003069537,0.001196714,0.0003953814,0.001084339,0.002661973,0.001394789,0.02349911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006994751,"about_ca_system_score_gemma":0.04359084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6226015,"about_ca_topic_score_gemma":0.791519,"domain_scores_codex":[0.9995331,0.00004211706,0.00001310445,0.00003015587,0.0002041993,0.0001773996],"domain_scores_gemma":[0.998055,0.00005722324,0.00004717472,0.00004294316,0.0009561774,0.0008414313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002740768,0.00004679602,0.001309591,0.0001734503,0.000004972187,0.00007817369,0.00006782405,0.0001331142,0.0002474926,0.003346094,0.9103272,0.08423781],"study_design_scores_gemma":[0.00001903336,0.00001208564,0.005500625,0.0003256389,0.000006102404,0.0000473348,0.0003618049,0.0004302274,0.0002165539,0.001736751,0.9913333,0.00001054031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008851596,0.003502024,0.00199589,0.07362763,0.002745142,0.0004202034,0.02009279,0.001565717,0.887199],"genre_scores_gemma":[0.06743421,0.007862221,0.01172273,0.02202902,0.0004443324,0.0008025555,0.02155664,0.0009148744,0.8672334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3773985,"threshold_uncertainty_score":0.7592421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974600877","doi":"","title":"Feminist Curiosity about International Constitutional Law and Global Constitutionalism","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Constitutionalism; Scholarship; Democracy; Feminism; Sociology; Law; International law; Human rights; Empowerment; Political science; Politics","authors":[{"name":"Jenna Sapiano","is_ca":false},{"name":"Beverley Baines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03981833126172716,"gpt":0.3141441876593782,"spread":0.2743258563976511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01244001,0.0003635258,0.0004517884,0.001451586,0.006226669,0.009266993,0.0007658445,0.003085107,0.005959899],"category_scores_gemma":[0.00814507,0.0003280343,0.0003030245,0.001154308,0.06580522,0.008699501,0.005179966,0.006799154,0.0003558743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008737504,"about_ca_system_score_gemma":0.002657858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006986095,"about_ca_topic_score_gemma":0.01065398,"domain_scores_codex":[0.9945128,0.003904073,0.00006957996,0.0005271538,0.0005152041,0.000471118],"domain_scores_gemma":[0.9918401,0.006676977,0.0003706417,0.0004820641,0.0003227413,0.0003074009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003753692,0.000005046089,0.0002841174,0.00001299391,0.00000223616,0.00003133889,0.01690601,0.0001243834,0.0000674912,0.9762507,0.00396048,0.002351498],"study_design_scores_gemma":[0.000009694787,0.00001222275,0.0007623937,0.0002011553,0.000004468463,0.000103849,0.01986282,0.0003394976,0.000316915,0.6965844,0.2817824,0.0000202193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07934678,0.01474734,0.01755145,0.4745798,0.0008248368,0.00003100792,0.0001333164,0.00007385793,0.4127116],"genre_scores_gemma":[0.9518084,0.002493614,0.002407117,0.0219964,0.000635516,0.0000483591,0.00002822209,0.00007306277,0.02050934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01244001,"threshold_uncertainty_score":0.06578988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6889760117","doi":"10.26180/25669704.v2","title":"Informed and safe, or blamed and at risk? Examining the merits and limits of domestic violence disclosure schemes in Australia and New Zealand.","year":2024,"lang":"en","type":"report","venue":"Monash University Research Portal (Monash University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Domestic violence; Intervention (counseling); Poison control; Human factors and ergonomics; Suicide prevention; Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1333016465177138,"gpt":0.35282512272597,"spread":0.2195234762082562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01632349,0.0001298893,0.0002957864,0.001171921,0.001433304,0.003360162,0.0007099758,0.0005453289,0.00250879],"category_scores_gemma":[0.07490519,0.0003612348,0.0002069453,0.001505841,0.002972419,0.003965657,0.003216597,0.001244433,0.0001614072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008249195,"about_ca_system_score_gemma":0.01290342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3675351,"about_ca_topic_score_gemma":0.6236897,"domain_scores_codex":[0.9865919,0.007900867,0.0007015475,0.0003336604,0.003253872,0.001218229],"domain_scores_gemma":[0.9726461,0.01108895,0.008284305,0.0008591842,0.005315783,0.001805619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006080054,0.0005160899,0.4268456,0.001080528,0.00009062087,0.0003775708,0.2261796,0.0002711006,0.0006413166,0.03109073,0.005911763,0.3063872],"study_design_scores_gemma":[0.00006625947,0.0004103398,0.6929222,0.001782433,0.0001223958,0.0002405582,0.2682708,0.0006030143,0.0004605204,0.003485793,0.03158649,0.00004927039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384115,0.003304974,0.0002829755,0.0122324,0.00005013086,0.0002369165,0.0001450287,0.00000352732,0.04533252],"genre_scores_gemma":[0.9928861,0.002563324,0.0005072802,0.0005098415,0.00001474538,0.0001136639,0.00004565644,0.000003721709,0.003355555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675351,"threshold_uncertainty_score":0.7307916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018573875","doi":"","title":"Discourse lines:visualising current policy and media storylines of opportunity and disadvantage with narrative exploration maps","year":2023,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Paul Ramsay Foundation","keywords":"Disadvantage; Narrative; Visualization; Variety (cybernetics); Data visualization","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1086332471142553,"gpt":0.3768628613435764,"spread":0.2682296142293211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334167,0.0008718366,0.0002448119,0.004436279,0.0008816796,0.004548099,0.0006789645,0.0009763123,0.01994406],"category_scores_gemma":[0.006196228,0.0003355881,0.0004926902,0.003064318,0.0008265525,0.003383172,0.003402975,0.0009871131,0.002317521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006163542,"about_ca_system_score_gemma":0.0008708258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005126673,"about_ca_topic_score_gemma":0.00796004,"domain_scores_codex":[0.9995471,0.0002136391,0.00002211536,0.00005026516,0.0001177389,0.0000491434],"domain_scores_gemma":[0.9968925,0.002288044,0.000182397,0.0001925254,0.0002780487,0.0001664365],"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":[0.001451894,0.0002354135,0.01255596,0.004183928,0.0001971118,0.002825032,0.3002806,0.01438928,0.02099406,0.1241509,0.206479,0.3122568],"study_design_scores_gemma":[0.0001241916,0.0001022747,0.01388557,0.001423531,0.00009418969,0.0007760897,0.06228199,0.03301169,0.007429257,0.05982941,0.820827,0.0002148427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.236203,0.004082801,0.3831021,0.01178726,0.001244045,0.001171144,0.04483995,0.03427386,0.2832958],"genre_scores_gemma":[0.6847005,0.001946001,0.2724738,0.0005362722,0.0002959586,0.001303434,0.007547408,0.004966722,0.02622985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01994406,"threshold_uncertainty_score":0.06671947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139520630","doi":"","title":"<i>Solidago altissima</i> var. <i>pluricephala </i>(Asteraceae: Astereae) in Australia, Tonga, and Hawaii","year":2017,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":"Herbarium; Inflorescence; Taxon; Plant morphology; Taxonomy (biology)","authors":[{"name":"John C. Semple","is_ca":true},{"name":"Akane Uesugi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04743151369302413,"gpt":0.3231485105180151,"spread":0.275716996824991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110655,0.0001186868,0.0001034468,0.0009777928,0.0005257715,0.0001849037,0.000159405,0.00007128851,0.00159204],"category_scores_gemma":[0.00009433695,0.00008185772,0.00009348764,0.001028074,0.0002470479,0.0002177312,0.0003165872,0.00009326103,0.0002069954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578279,"about_ca_system_score_gemma":0.0002342606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03895561,"about_ca_topic_score_gemma":0.1346733,"domain_scores_codex":[0.9999397,0.000006082279,0.000006504567,0.00002190868,0.00001269825,0.00001300868],"domain_scores_gemma":[0.9998713,0.00001346627,0.00005115045,0.00001245703,0.00002261208,0.00002905493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002901365,0.00005829661,0.6907687,0.0002681573,0.0001050231,0.00152953,0.007625605,0.000272763,0.2321848,0.0003530142,0.0005893597,0.06595463],"study_design_scores_gemma":[0.000001354264,0.00003094124,0.9958709,0.000005529927,0.0000093972,0.0003459793,0.0009913611,0.00005012215,0.0009280238,0.00001748183,0.001745369,0.000003439699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997785,0.00009371444,0.00007030289,0.000009228144,8.035207e-7,0.000006050644,0.0002280596,0.000007925196,0.00179891],"genre_scores_gemma":[0.9983612,0.00008234628,0.0002756037,0.000008509781,7.025572e-7,0.000005150532,0.000443122,0.000002508465,0.0008208491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03895561,"threshold_uncertainty_score":0.07745773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074137787","doi":"","title":"International expert statement on Israeli state crime","year":2023,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculty of Education, Victoria University of Wellington; Queen's University; Victoria University; Consejo Nacional de Investigaciones Científicas y Técnicas; Victoria University of Wellington; Queen's University Belfast; Charles Sturt University; University of Tasmania; University College London; Tulane University; Central Michigan University; Queen Mary University of London; University of Stirling; Eastern Michigan University; University of Hawai'i; Western Michigan University","keywords":"State (computer science); Statement (logic); Admissible evidence; Legislation; Entitlement (fair division)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1097546564628598,"gpt":0.3310836346067002,"spread":0.2213289781438404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008105115,0.0009684903,0.000939221,0.005544075,0.001656255,0.003808635,0.003178727,0.005426396,0.1132237],"category_scores_gemma":[0.02103747,0.0005885546,0.001037518,0.004386252,0.0009225919,0.00224819,0.001915478,0.003680839,0.04123478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913171,"about_ca_system_score_gemma":0.01180771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01750461,"about_ca_topic_score_gemma":0.01815396,"domain_scores_codex":[0.9950446,0.0009865536,0.0005872002,0.0003777827,0.002237635,0.000766267],"domain_scores_gemma":[0.9796743,0.003723857,0.001476216,0.001483909,0.0122011,0.001440665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002409587,0.00001650508,0.000294641,0.0002876014,0.000005223855,0.00005413505,0.0001087225,0.00004822109,0.000074925,0.003519645,0.9724019,0.02316437],"study_design_scores_gemma":[0.00001191457,0.000008368433,0.001793295,0.001610164,0.00001053732,0.00007453427,0.0002884264,0.0000578024,0.0001831953,0.001508202,0.9944432,0.00001034753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002514662,0.01472064,0.005324645,0.1222407,0.04679058,0.001357088,0.06071902,0.0006743103,0.7456583],"genre_scores_gemma":[0.03040751,0.02282926,0.01077356,0.05043428,0.01310796,0.003973214,0.07330018,0.0008505113,0.7943236],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1132237,"threshold_uncertainty_score":0.3787711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761311486","doi":"10.17863/cam.22596","title":"Self-monitoring of blood pressure in hypertension: A systematic review and individual patient data meta-analysis.","year":2017,"lang":"en","type":"review","venue":"Monash University Research Portal (Monash University)","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"NIHR School for Primary Care Research; NIHR Oxford Biomedical Research Centre; Genentech; Pfizer; Lung Foundation Australia; Heart and Stroke Foundation of Canada; National Institute for Health and Care Research; Medical Research Council; Sanofi","keywords":"Medicine; Blood pressure; Ambulatory blood pressure; Meta-analysis; Cochrane Library; MEDLINE; Randomized controlled trial; Ambulatory; Internal medicine; Systematic review; Emergency medicine; Physical therapy","authors":[{"name":"Katherine L. Tucker","is_ca":false},{"name":"James P Sheppard","is_ca":false},{"name":"Richard Stevens","is_ca":false},{"name":"Hayden B. Bosworth","is_ca":false},{"name":"Alfred A. Bové","is_ca":false},{"name":"Emma P Bray","is_ca":false},{"name":"Kenneth Earle","is_ca":false},{"name":"Johnson George","is_ca":false},{"name":"Marshall Godwin","is_ca":false},{"name":"Beverly B. Green","is_ca":false},{"name":"Paul L. Hebert","is_ca":false},{"name":"Richard Hobbs","is_ca":false},{"name":"Ilkka Kantola","is_ca":false},{"name":"Sally Kerry","is_ca":false},{"name":"Alfonso Leiva","is_ca":false},{"name":"David J. Magid","is_ca":false},{"name":"Jonathan Mant","is_ca":false},{"name":"Karen L. Margolis","is_ca":false},{"name":"Brian McKinstry","is_ca":false},{"name":"Mary Ann McLaughlin","is_ca":false},{"name":"Stefano Omboni","is_ca":false},{"name":"Olugbenga Ogedegbe","is_ca":false},{"name":"Gianfranco Parati","is_ca":false},{"name":"Nashat Qamar","is_ca":false},{"name":"Bahman P. Tabaei","is_ca":false},{"name":"Juha Varis","is_ca":false},{"name":"Willem J. Verberk","is_ca":false},{"name":"Bonnie J. Wakefield","is_ca":false},{"name":"Richard J. McManus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4353735952337439,"gpt":0.3899270912946993,"spread":0.04544650393904459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02257923,0.00275336,0.0200988,0.006452509,0.0005193059,0.003052474,0.00212389,0.002456928,0.003749785],"category_scores_gemma":[0.04427463,0.001752155,0.03823516,0.006770681,0.0007370421,0.002156151,0.0016816,0.002081092,0.0003819462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667322,"about_ca_system_score_gemma":0.003690799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006612241,"about_ca_topic_score_gemma":0.01398668,"domain_scores_codex":[0.9835477,0.009792717,0.003726359,0.001128401,0.001455048,0.0003496929],"domain_scores_gemma":[0.9741713,0.01915582,0.004318373,0.0007898771,0.001286049,0.0002785294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00222118,0.00003299264,0.00211621,0.3255111,0.6611174,0.00006834264,0.00007560608,0.0003597268,0.0001342071,0.00009735279,0.0004633709,0.007802647],"study_design_scores_gemma":[0.001171483,0.00025336,0.002322062,0.02291154,0.9716159,0.00007078983,0.00003563782,0.0001999872,0.00008754183,0.0001621518,0.001145942,0.00002362716],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005145473,0.9919046,0.0009291259,0.0002719551,0.0001749881,0.0006920229,0.0005975073,0.00004495567,0.000239418],"genre_scores_gemma":[0.2222994,0.7623094,0.007681687,0.001317099,0.0003278262,0.004308921,0.00115691,0.00006273306,0.0005361211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02257923,"threshold_uncertainty_score":0.1194118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139594699","doi":"","title":"Critical Digital:Museums and their Postdigital Circumstance","year":2021,"lang":"en","type":"book-chapter","venue":"Monash University Research Portal (Monash University)","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Postmodernism; Quarter (Canadian coin); Digital transformation; Coronavirus disease 2019 (COVID-19); Technological change","authors":[{"name":"Ross Parry","is_ca":false},{"name":"Vince Dziekan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04052924474816014,"gpt":0.2596133477037319,"spread":0.2190841029555718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774879,0.0004361048,0.0002379711,0.002108281,0.01077164,0.01612929,0.001279105,0.002476834,0.01750952],"category_scores_gemma":[0.003483881,0.0003245609,0.0002977495,0.001881634,0.03031176,0.01196316,0.008714527,0.003401363,0.001571712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009241946,"about_ca_system_score_gemma":0.003789011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097236,"about_ca_topic_score_gemma":0.0192342,"domain_scores_codex":[0.9986235,0.0007096034,0.00003059611,0.0001193217,0.0002839035,0.0002330703],"domain_scores_gemma":[0.9985523,0.00068939,0.0001109857,0.000249521,0.0001590789,0.000238841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001820653,0.00001451326,0.0001827071,0.0001141153,0.000002773361,0.0004071709,0.06244029,0.00003961898,0.0001644617,0.9009155,0.02188806,0.01381268],"study_design_scores_gemma":[0.000006586029,0.00001188817,0.0005176266,0.0002997794,0.000003789931,0.0004474956,0.03106065,0.00004166824,0.000220053,0.03497967,0.9324024,0.000008449761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02057874,0.0176248,0.001021465,0.01475398,0.0009257804,0.0000247458,0.00003761937,0.00005524624,0.9449776],"genre_scores_gemma":[0.7336891,0.01085015,0.001015863,0.004503893,0.001024379,0.00006663967,0.0000528087,0.0001257135,0.2486715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01750952,"threshold_uncertainty_score":0.0670554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987775609","doi":"","title":"A unified Wasserstein distributional robustness framework for adversarial training","year":2022,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Adversarial Robustness in Machine Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Adversarial system; Robustness (evolution); Adversary; Pointwise; Deep neural networks; Artificial neural network","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0714417221960287,"gpt":0.3038240312986208,"spread":0.2323823091025921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005162081,0.002008602,0.00170542,0.001539411,0.0007333174,0.002200623,0.003186027,0.002382795,0.003125974],"category_scores_gemma":[0.01655409,0.0007105251,0.001615503,0.001028001,0.003187731,0.004515416,0.004809878,0.005987353,0.0008898175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996762,"about_ca_system_score_gemma":0.001463743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540042,"about_ca_topic_score_gemma":0.001107471,"domain_scores_codex":[0.9963922,0.001325541,0.0001826502,0.0007271544,0.001123336,0.000249129],"domain_scores_gemma":[0.9939926,0.003613248,0.0005435678,0.0008933289,0.0006749611,0.00028231],"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":[0.00007918348,0.00004645218,0.0005679828,0.0001368352,0.00007947717,0.0001217781,0.000101765,0.6549047,0.003816788,0.2869502,0.002331893,0.05086287],"study_design_scores_gemma":[0.000006942277,0.00005338606,0.00009763722,0.00002632792,0.0000126055,0.00006616926,0.000008614479,0.9120916,0.001194775,0.08467469,0.001749053,0.00001826902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001650605,0.0002186527,0.9966983,0.0001642453,0.00002814492,0.00002036898,0.00002728378,0.0001571565,0.001035106],"genre_scores_gemma":[0.46005,0.001972894,0.5229463,0.0007844609,0.0006247948,0.00046878,0.0004866969,0.000779538,0.01188654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005162081,"threshold_uncertainty_score":0.0273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7110910564","doi":"10.5555/3666122.3667167","title":"Optimal Transport Model Distributional Robustness","year":2023,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Adversarial Robustness in Machine Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Robustness (evolution); Prior probability; Probabilistic logic; Bayesian probability; Minification; Statistical model","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04757381423527735,"gpt":0.2860236505933851,"spread":0.2384498363581078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004585968,0.001666364,0.001689086,0.001389011,0.0006257536,0.001620507,0.002767383,0.002228527,0.00339449],"category_scores_gemma":[0.01266257,0.0007666628,0.001913633,0.0009107712,0.002501239,0.004588124,0.004537107,0.003843185,0.0006860734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342401,"about_ca_system_score_gemma":0.001597634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193784,"about_ca_topic_score_gemma":0.001613004,"domain_scores_codex":[0.9978593,0.0007628466,0.000122264,0.0005259837,0.0005292122,0.000200303],"domain_scores_gemma":[0.996277,0.001844508,0.0005276012,0.0007636443,0.0004021242,0.0001851325],"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":[0.0001065669,0.00005210068,0.0007760178,0.00008351104,0.0000805495,0.00008522625,0.00005772622,0.9118077,0.003333932,0.05765305,0.00126677,0.02469689],"study_design_scores_gemma":[0.000005276906,0.00004837346,0.00009462712,0.00001183035,0.000008350405,0.00002813248,0.000008247124,0.9649304,0.0015118,0.03292671,0.0004170294,0.000009213256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01107547,0.0001647112,0.9866837,0.0002897605,0.00002096251,0.00002775313,0.0000847112,0.0004992356,0.00115374],"genre_scores_gemma":[0.83153,0.0005217408,0.1600759,0.0007004582,0.0001257324,0.0002221835,0.0008226488,0.0007175455,0.005283676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004585968,"threshold_uncertainty_score":0.02425319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134339448","doi":"","title":"Multivariate morphometric confirmation of <i>Solidago chilensis</i> (Asteraceae: Astereae) in Australia","year":2017,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":"Herbarium; Multivariate statistics; Multivariate analysis; Inflorescence; Taxonomy (biology)","authors":[{"name":"John C. Semple","is_ca":true},{"name":"Rita Lopez Laphitz","is_ca":false},{"name":"Akane Uesugi","is_ca":false},{"name":"Skye C Coffey","is_ca":false},{"name":"Neville G Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0700306342998178,"gpt":0.337908745970436,"spread":0.2678781116706182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006224,0.0001857684,0.0001994119,0.001343671,0.0006583463,0.0002788297,0.000311945,0.0001199582,0.001171385],"category_scores_gemma":[0.0003652984,0.0001584732,0.000190676,0.0009112635,0.0004637966,0.0002727924,0.0006650095,0.0003316066,0.0002505472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623552,"about_ca_system_score_gemma":0.0003850978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133009,"about_ca_topic_score_gemma":0.06153686,"domain_scores_codex":[0.9998533,0.00001627083,0.00001398624,0.00005165828,0.00004250936,0.00002225563],"domain_scores_gemma":[0.9994202,0.00005038063,0.0001902292,0.00005651852,0.000184961,0.00009777778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003047316,0.000104874,0.3512797,0.0001405002,0.0000443784,0.0004460117,0.004499923,0.0002427396,0.6254421,0.0002060333,0.0001770309,0.01711203],"study_design_scores_gemma":[0.000002276935,0.00005002456,0.9956963,0.000003330643,0.000006781266,0.0001608949,0.0005661437,0.0001061189,0.002857321,0.00001249413,0.0005344307,0.000003764156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983941,0.00002412903,0.0001782525,0.000006837041,7.73092e-7,0.00001213455,0.0001535178,0.00000742891,0.001222783],"genre_scores_gemma":[0.9976307,0.00003261341,0.0008211796,0.000007563665,0.000001356614,0.00001806467,0.0004695466,0.000006174903,0.001012787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133009,"threshold_uncertainty_score":0.04241186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011070407","doi":"","title":"On learning domain-invariant representations for transfer learning with multiple sources","year":2021,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Unavailability; Generalization; Transfer of learning; Domain (mathematical analysis); Adaptation (eye); Domain adaptation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05843700865582094,"gpt":0.2321719489116965,"spread":0.1737349402558755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00758499,0.001674339,0.001476604,0.001478026,0.0005967498,0.001869774,0.002436074,0.0024404,0.003225653],"category_scores_gemma":[0.02570323,0.0006137485,0.001080393,0.00164999,0.002893891,0.00503793,0.005393004,0.004746668,0.0008857555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730324,"about_ca_system_score_gemma":0.001430066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466949,"about_ca_topic_score_gemma":0.001194192,"domain_scores_codex":[0.9974739,0.001327202,0.0001113805,0.0004251778,0.0004688954,0.0001933946],"domain_scores_gemma":[0.9833777,0.01338743,0.00065286,0.00146298,0.0007630248,0.0003559746],"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":[0.0001826681,0.0002106559,0.001094486,0.0003591701,0.0001567359,0.0001407278,0.0002664238,0.5942282,0.003475509,0.2193453,0.003136401,0.1774038],"study_design_scores_gemma":[0.00001353128,0.00006919633,0.0001247059,0.00003606229,0.00001452674,0.00003822521,0.00001676002,0.9046965,0.0006595982,0.09359773,0.0007209126,0.00001233595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005403889,0.0004848819,0.9922275,0.0002737465,0.00002085277,0.00003629512,0.00003138032,0.0001692629,0.001352109],"genre_scores_gemma":[0.548667,0.002561637,0.4381718,0.0009537729,0.0003750495,0.0006875425,0.0005369577,0.0003756325,0.007670698],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00758499,"threshold_uncertainty_score":0.04011375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7161523342","doi":"","title":"A Guide for Curriculum Development:First Nations Australians' Science","year":2024,"lang":"en","type":"other","venue":"Monash University Research Portal (Monash University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Science education; Work (physics); National curriculum","authors":[{"name":"Jordan Ah Chee","is_ca":false},{"name":"Rebecca Bennett","is_ca":false},{"name":"Connie Cirkony","is_ca":false},{"name":"Karla Coutts","is_ca":false},{"name":"Laura Fairbrother","is_ca":false},{"name":"Tiffany Gunning","is_ca":false},{"name":"Tui Raven","is_ca":false},{"name":"Joe Sambono","is_ca":false},{"name":"L-J Singh","is_ca":false},{"name":"Bep Uink","is_ca":false},{"name":"Angela Ziebell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05496541108679177,"gpt":0.3270147674027061,"spread":0.2720493563159143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003173511,0.0007419463,0.0004904215,0.002943841,0.002565057,0.003257296,0.00110242,0.001636922,0.2064045],"category_scores_gemma":[0.005961224,0.0008434428,0.0004320844,0.003252357,0.0006959288,0.002480747,0.002731984,0.002507212,0.1138197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004019446,"about_ca_system_score_gemma":0.02330314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09510669,"about_ca_topic_score_gemma":0.2077464,"domain_scores_codex":[0.9986284,0.0003756011,0.0001075573,0.00005782489,0.0005545509,0.0002761785],"domain_scores_gemma":[0.9958385,0.0006463869,0.0001419926,0.0001788569,0.002020987,0.001173254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007605369,0.00006378369,0.0002228902,0.0001250079,0.000001115998,0.00002896568,0.0005655033,0.00007446658,0.0001168133,0.005501273,0.8909867,0.1023058],"study_design_scores_gemma":[0.000003874025,0.00001077175,0.001235461,0.00008736292,8.602374e-7,0.00001723575,0.0002796795,0.0000668538,0.00005318513,0.0008195712,0.9974202,0.000004887339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003004853,0.003983982,0.01204811,0.01733002,0.002457542,0.001792002,0.01057232,0.004209688,0.9446015],"genre_scores_gemma":[0.003726076,0.001645915,0.01359618,0.001875312,0.00007250012,0.0007526952,0.002489156,0.0004992423,0.9753429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2064045,"threshold_uncertainty_score":0.6904918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969970279","doi":"","title":"Product Set Granularity and Consumer Response to Recommendations","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Network for Studies on Pensions, Aging and Retirement","keywords":"Granularity; Attractiveness; Product (mathematics); Computer science; Set (abstract data type); Marketing; Business; Mathematics; Psychology","authors":[{"name":"Dimitrios Tsekouras","is_ca":false},{"name":"Benedict G. C. Dellaert","is_ca":false},{"name":"A.C.D. Donkers","is_ca":false},{"name":"Gerald Häubl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06019082663323525,"gpt":0.2871736970168775,"spread":0.2269828703836423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002920296,0.0002343391,0.0002730206,0.0005681693,0.0004036654,0.001702008,0.0002793214,0.0007445943,0.007856918],"category_scores_gemma":[0.02469561,0.0002898891,0.0002875945,0.0004517006,0.0003855053,0.001056834,0.0007125431,0.000990734,0.0007703127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466681,"about_ca_system_score_gemma":0.0002129706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466832,"about_ca_topic_score_gemma":0.002117028,"domain_scores_codex":[0.9978605,0.001037834,0.0001209984,0.0002643634,0.0006053139,0.0001109469],"domain_scores_gemma":[0.9752252,0.01808601,0.00354092,0.00121479,0.001076024,0.000856992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004903006,0.003321961,0.7531898,0.0005702263,0.0004824601,0.0003644034,0.01500224,0.004590503,0.03434316,0.005062643,0.003705755,0.1744638],"study_design_scores_gemma":[0.0001241794,0.0009277587,0.9805579,0.0000538015,0.00008979561,0.0001576571,0.003716298,0.005680859,0.001756887,0.003465077,0.003391106,0.00007856522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895681,0.000141128,0.00116986,0.0002422044,0.00001157067,0.00005234287,0.00005913647,0.00003258767,0.008723184],"genre_scores_gemma":[0.9961712,0.0001004891,0.001889772,0.0001325282,0.00001461841,0.0000411969,0.0001045596,0.00001845925,0.001527115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007856918,"threshold_uncertainty_score":0.02628398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990174394","doi":"","title":"International migration: Causes, challenges, and policy responses","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Political science; Business","authors":[{"name":"Alan Gamlen","is_ca":false},{"name":"Melinda Gamlen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05464969533184444,"gpt":0.3247098401199411,"spread":0.2700601447880966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006732884,0.0003573866,0.0007018596,0.002280895,0.005013347,0.0100264,0.001668746,0.00500223,0.01490564],"category_scores_gemma":[0.01371959,0.0003754227,0.0006160635,0.004168643,0.005321546,0.006478594,0.006561367,0.005652212,0.0008328842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382279,"about_ca_system_score_gemma":0.03875283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1284571,"about_ca_topic_score_gemma":0.1768029,"domain_scores_codex":[0.9965945,0.001346071,0.0001158878,0.0001918053,0.0004021855,0.001349651],"domain_scores_gemma":[0.9934921,0.001997044,0.0008062418,0.000167696,0.00134198,0.002194921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004061603,0.000670029,0.1077766,0.002038855,0.0001068533,0.001363452,0.02598688,0.002389567,0.0005710467,0.4069107,0.254141,0.1976389],"study_design_scores_gemma":[0.0001186807,0.0002337338,0.1779605,0.006620445,0.00009957796,0.0005727322,0.2990943,0.004452642,0.000415964,0.1317442,0.3784986,0.000188599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.09185394,0.02387022,0.0005757309,0.8495426,0.001429157,0.00005559403,0.0005718342,0.000037874,0.03206299],"genre_scores_gemma":[0.8821491,0.05829997,0.001028968,0.03534702,0.002796042,0.0001888467,0.0004741728,0.00004443836,0.01967148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1284571,"threshold_uncertainty_score":0.2554187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111649772","doi":"","title":"Video-Based Face and Facial Landmark Tracking for Neonatal Vital Sign Monitoring","year":2023,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":0,"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; McGill University","funders":"Cerebral Palsy Alliance; Commonwealth Scientific and Industrial Research Organisation; Veski","keywords":"Landmark; Forehead; Sign (mathematics); Face (sociological concept); Tracking (education); Nose; Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08085555736905556,"gpt":0.3008733649557589,"spread":0.2200178075867033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525812,0.0003346083,0.0003947678,0.0009227136,0.0001561974,0.0004379696,0.0004810008,0.0004666523,0.001147906],"category_scores_gemma":[0.002016625,0.0001035309,0.0002070313,0.000588108,0.0000873053,0.000335795,0.0004384746,0.0002719725,0.0008776539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285592,"about_ca_system_score_gemma":0.0004509124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018525,"about_ca_topic_score_gemma":0.007389295,"domain_scores_codex":[0.9995294,0.00009817963,0.00001950401,0.0001348926,0.0001740353,0.00004391882],"domain_scores_gemma":[0.9994926,0.0001590739,0.00008519437,0.00006263713,0.0001688696,0.0000316034],"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":[0.0006768306,0.0001186675,0.03997861,0.0004129892,0.00007574301,0.0005152549,0.0001964841,0.01281293,0.08159065,0.001043027,0.008170565,0.8544082],"study_design_scores_gemma":[0.00005687661,0.001218589,0.2620731,0.0004369392,0.0001638171,0.004683315,0.0007491995,0.5376606,0.1555921,0.00303824,0.03420785,0.0001192745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5374646,0.007324519,0.4296992,0.0004465148,0.0003231894,0.0002497388,0.009530743,0.004075022,0.01088652],"genre_scores_gemma":[0.8287922,0.002639592,0.1557157,0.0001139381,0.0000941256,0.0002050265,0.007537025,0.0001237103,0.004778652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005018525,"threshold_uncertainty_score":0.009978652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999718337","doi":"","title":"'If they Don’t ask; I Won’t tell': Perinatal mental health screening for women of refugee background","year":2018,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Refugee; Ask price; Mental health; Psychiatry; Family medicine; Obstetrics; Law","authors":[{"name":"Suzanne Willey","is_ca":true},{"name":"Rebecca Blackmore","is_ca":true},{"name":"Melanie Gibson‐Helm","is_ca":true},{"name":"Leanne Boyd","is_ca":false},{"name":"Jacquie McBride","is_ca":false},{"name":"Jacqueline Boyle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06949981541878056,"gpt":0.3598285240163026,"spread":0.290328708597522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002204015,0.0002630419,0.0003613358,0.0007805493,0.005406608,0.001703498,0.001052004,0.002151992,0.008784638],"category_scores_gemma":[0.01038755,0.0004685663,0.0003471505,0.0009270957,0.001449924,0.002161677,0.003120913,0.003906953,0.0005777574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036621,"about_ca_system_score_gemma":0.01278702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1190154,"about_ca_topic_score_gemma":0.2201573,"domain_scores_codex":[0.9985749,0.0005316861,0.00009454062,0.00006762741,0.0001213517,0.0006100216],"domain_scores_gemma":[0.9976315,0.0005936347,0.0003425927,0.00005388628,0.0002980707,0.001080306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003333851,0.00116065,0.6495644,0.001060118,0.00005113243,0.01726405,0.1232741,0.00007540706,0.0009504379,0.002685744,0.07775641,0.1258241],"study_design_scores_gemma":[0.0001103855,0.0006337232,0.4527017,0.004835347,0.0000707041,0.01062441,0.4938895,0.0001489514,0.0003466286,0.002192587,0.03432547,0.0001206796],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.804992,0.005319002,0.0002659248,0.1683374,0.001238091,0.0004666506,0.0005674164,0.00003071698,0.01878271],"genre_scores_gemma":[0.9513804,0.008184127,0.00129499,0.0321574,0.0004218257,0.0003516052,0.0002502015,0.00002643198,0.00593307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190154,"threshold_uncertainty_score":0.2366454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792326889","doi":"","title":"Transcultural capability and the Primary Years Programme: Final report","year":2018,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Computer science","authors":[{"name":"Lucas Walsh","is_ca":false},{"name":"Niranjan Casinader","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06953676613075682,"gpt":0.332745142445476,"spread":0.2632083763147192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009147956,0.0006370276,0.0004657975,0.001609074,0.002389442,0.005617567,0.002232968,0.001685353,0.06032256],"category_scores_gemma":[0.00804813,0.0004664675,0.0007310354,0.001657141,0.0008958674,0.001896434,0.008677281,0.004284516,0.01063903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006636229,"about_ca_system_score_gemma":0.04153119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02749554,"about_ca_topic_score_gemma":0.03058186,"domain_scores_codex":[0.9951264,0.001051871,0.0001411131,0.0002753762,0.001420272,0.001984977],"domain_scores_gemma":[0.9864324,0.0008865123,0.0002432282,0.0003534248,0.002754362,0.009330165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006434874,0.005296154,0.02015023,0.002625234,0.00005062029,0.0006695919,0.008387309,0.0005522015,0.000977523,0.02306139,0.5508029,0.3867833],"study_design_scores_gemma":[0.0003080184,0.001207393,0.1199536,0.002100101,0.00003478756,0.0002361661,0.009138752,0.0001980502,0.0008843927,0.002292639,0.8635992,0.00004683419],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1858596,0.01139154,0.004456226,0.06827813,0.01732954,0.03216419,0.06232576,0.001425919,0.6167691],"genre_scores_gemma":[0.3619752,0.01512768,0.01563027,0.01918096,0.003208749,0.03757251,0.06557645,0.0007514204,0.4809768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06032256,"threshold_uncertainty_score":0.2017991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7139149029","doi":"","title":"Naïve Panentheism","year":2020,"lang":"en","type":"book-chapter","venue":"Monash University Research Portal (Monash University)","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"","authors":[{"name":"Karl Pfeifer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1280744385345892,"gpt":0.2391776988097955,"spread":0.1111032602752063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010186,0.0007076528,0.0008650363,0.001216552,0.003447945,0.004084391,0.001172621,0.001651845,0.05225014],"category_scores_gemma":[0.002323556,0.0006258297,0.0006565749,0.0009389463,0.005107738,0.007430528,0.00365003,0.004302688,0.009632319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025946,"about_ca_system_score_gemma":0.0009686638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396008,"about_ca_topic_score_gemma":0.003484677,"domain_scores_codex":[0.9988976,0.0003205024,0.00005101654,0.000274406,0.0002664829,0.0001899932],"domain_scores_gemma":[0.9994092,0.000143435,0.00002622415,0.0002151005,0.0001610196,0.00004500653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002077586,0.000006978135,0.00002989796,0.0000182391,0.000003445327,0.00001232229,0.0001626786,0.00005227551,0.000107369,0.9889621,0.004585166,0.006038771],"study_design_scores_gemma":[0.00001285058,0.000006741581,0.00008540036,0.00001299513,0.000006161346,0.00005324891,0.00009940277,0.0005539414,0.0001677239,0.9649493,0.03404548,0.000006672106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01270962,0.0009043243,0.03156415,0.003562308,0.0005556015,0.00003967833,0.0002790611,0.0004684355,0.9499169],"genre_scores_gemma":[0.559923,0.0008676358,0.01945638,0.00200215,0.0006427091,0.000123932,0.0005884027,0.0006405546,0.4157552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05225014,"threshold_uncertainty_score":0.1747941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2759117230","doi":"","title":"Quantum tomography with initial system-environment correlations","year":2014,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"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":"Tomography; Quantum; Computed tomography; Computer science; Physics; Radiology; Optics; Medicine; Quantum mechanics","authors":[{"name":"Martin Ringbauer","is_ca":false},{"name":"Christopher J. Wood","is_ca":true},{"name":"Kavan Modi","is_ca":false},{"name":"Alexei Gilchrist","is_ca":false},{"name":"A. G. White","is_ca":false},{"name":"Alessandro Fedrizzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01974558698009391,"gpt":0.2214019997765461,"spread":0.2016564127964522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002957474,0.0007291902,0.001018976,0.0005763796,0.0008473445,0.001995902,0.001350675,0.001132189,0.003630423],"category_scores_gemma":[0.01142136,0.0008585197,0.0004877062,0.001044592,0.003475328,0.006123539,0.003945693,0.002898111,0.0007551223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617102,"about_ca_system_score_gemma":0.001747174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266032,"about_ca_topic_score_gemma":0.001477061,"domain_scores_codex":[0.9980356,0.0007928532,0.00007050306,0.0003822334,0.000444716,0.0002740356],"domain_scores_gemma":[0.9949968,0.0028361,0.0003605232,0.001360771,0.0002389497,0.0002068339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001187269,0.0001654639,0.004438512,0.000296143,0.00009210683,0.001324494,0.0006626637,0.116999,0.02749305,0.8231176,0.001755772,0.02246796],"study_design_scores_gemma":[0.0001595,0.0001824174,0.002071322,0.00009808479,0.00005344401,0.000582881,0.000147454,0.5021343,0.05385933,0.4373772,0.003226988,0.0001070198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2292013,0.0006262508,0.7458015,0.0009467877,0.0001180023,0.0001661819,0.0004994662,0.0005756009,0.02206486],"genre_scores_gemma":[0.9441779,0.0002835251,0.05084559,0.0001616001,0.00003517045,0.0001080516,0.0003145708,0.000100634,0.003972997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003630423,"threshold_uncertainty_score":0.01564085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987061976","doi":"","title":"Interventions designed to reduce gestational weight gain can reduce the incidence of gestational diabetes: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Monash University Research Portal (Monash University)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Gestational diabetes; Medicine; Meta-analysis; Incidence (geometry); Gestation; Psychological intervention; Obstetrics; Weight gain; Pregnancy; Body weight; Internal medicine","authors":[{"name":"Christie Bennett","is_ca":false},{"name":"Ruth Walker","is_ca":true},{"name":"Michelle Blumfield","is_ca":false},{"name":"Stella May Gwini","is_ca":false},{"name":"Fenglei Wang","is_ca":false},{"name":"Yi Wan","is_ca":false},{"name":"Hayley Dickinson","is_ca":false},{"name":"Helen Truby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2148299473749457,"gpt":0.4109398304106789,"spread":0.1961098830357332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01208263,0.003011905,0.02032109,0.006996812,0.0007321202,0.003524768,0.002056902,0.002284249,0.004442662],"category_scores_gemma":[0.03310319,0.00152957,0.03268583,0.007755023,0.0006772055,0.00188272,0.001573561,0.001871002,0.0003920842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309782,"about_ca_system_score_gemma":0.005088429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715409,"about_ca_topic_score_gemma":0.01716818,"domain_scores_codex":[0.9920774,0.003520725,0.002546206,0.0006506676,0.0009342684,0.0002706732],"domain_scores_gemma":[0.983279,0.01242166,0.002299797,0.0004024943,0.001363251,0.0002338781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001392249,0.00003115155,0.001650902,0.6433605,0.3386218,0.0001214049,0.00008776267,0.0003634104,0.0001940501,0.0001294078,0.0006529564,0.0133945],"study_design_scores_gemma":[0.0005672523,0.0002036495,0.002084516,0.05080487,0.9438996,0.000084848,0.0000410735,0.0001331548,0.0001253615,0.0001602468,0.001874149,0.00002136661],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002642186,0.9955465,0.0003693779,0.0001787525,0.0001505826,0.0004646486,0.0003499856,0.00002448095,0.0002735755],"genre_scores_gemma":[0.07667036,0.9182791,0.001723266,0.0008392432,0.0002037174,0.001395897,0.0005623298,0.00002437605,0.0003016787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02032109,"threshold_uncertainty_score":0.06389987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015387786","doi":"10.17863/cam.59155","title":"A management algorithm for patients with intracranial pressure monitoring: the Seattle International Severe Traumatic Brain Injury Consensus Conference (SIBICC).","year":2019,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Manitoba","funders":"European Society of Intensive Care Medicine; National Institute for Health and Care Research; Stryker; Congress of Neurological Surgeons","keywords":"Medicine; Psychological intervention; Traumatic brain injury; Intracranial pressure; Intracranial pressure monitoring; Sedation; Algorithm; Intensive care medicine; Medical emergency; Computer science; Surgery; Psychiatry","authors":[{"name":"Gregory W. J. Hawryluk","is_ca":true},{"name":"Sergio Aguilera","is_ca":false},{"name":"András Büki","is_ca":false},{"name":"Eileen M. Bulger","is_ca":false},{"name":"Giuseppe Citerio","is_ca":false},{"name":"D. James Cooper","is_ca":false},{"name":"Ramon Diaz Arrastia","is_ca":false},{"name":"Michael N. Diringer","is_ca":false},{"name":"Anthony Figaji","is_ca":false},{"name":"Guoyi Gao","is_ca":false},{"name":"Romergryko G. Geocadin","is_ca":false},{"name":"Jamshid Ghajar","is_ca":false},{"name":"Odette A. Harris","is_ca":false},{"name":"Alan Hoffer","is_ca":false},{"name":"Peter J. Hutchinson","is_ca":false},{"name":"Mathew Joseph","is_ca":false},{"name":"Ryan S. Kitagawa","is_ca":false},{"name":"Geoffrey T. Manley","is_ca":false},{"name":"Stephan A. Mayer","is_ca":false},{"name":"David Menon","is_ca":false},{"name":"Geert Meyfroidt","is_ca":false},{"name":"Daniel B. Michael","is_ca":false},{"name":"Mauro Oddo","is_ca":false},{"name":"David O. Okonkwo","is_ca":false},{"name":"Mayur B. Patel","is_ca":false},{"name":"Claudia Robertson","is_ca":false},{"name":"Jeffrey V. Rosenfeld","is_ca":false},{"name":"Andrés M. Rubiano","is_ca":false},{"name":"Juan Sahuquillo","is_ca":false},{"name":"Franco Servadei","is_ca":false},{"name":"Lori Shutter","is_ca":false},{"name":"Deborah M. Stein","is_ca":false},{"name":"Nino Stocchetti","is_ca":false},{"name":"Fabio Silvio Taccone","is_ca":false},{"name":"Shelly D. Timmons","is_ca":false},{"name":"Eve C. Tsai","is_ca":true},{"name":"Jamie S. Ullman","is_ca":false},{"name":"Paul Vespa","is_ca":false},{"name":"Walter Videtta","is_ca":false},{"name":"David W. Wright","is_ca":false},{"name":"Christopher Zammit","is_ca":false},{"name":"Randall M. Chesnut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03049970361874953,"gpt":0.2760876128286204,"spread":0.2455879092098709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009830162,0.002657218,0.00216046,0.006779104,0.002367752,0.003653566,0.004278125,0.003651075,0.004455104],"category_scores_gemma":[0.01617883,0.0008641013,0.003257866,0.002433307,0.0006510575,0.003625575,0.003708424,0.007274608,0.002667168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005595335,"about_ca_system_score_gemma":0.01294959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009978383,"about_ca_topic_score_gemma":0.01870444,"domain_scores_codex":[0.9951966,0.001596762,0.001519323,0.000434333,0.000952388,0.0003005038],"domain_scores_gemma":[0.992983,0.0009926301,0.001101609,0.0001325366,0.00393465,0.0008557203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004135339,0.0007352589,0.02100151,0.001989968,0.000510063,0.001706869,0.0007557289,0.006949272,0.0008575544,0.00593404,0.4992014,0.4599447],"study_design_scores_gemma":[0.00576558,0.001516999,0.1359702,0.05551771,0.003534091,0.01691115,0.008879126,0.06896065,0.005255015,0.0690569,0.62762,0.001012656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03749647,0.1186991,0.2193183,0.5053485,0.01691972,0.02175121,0.01089936,0.005489409,0.06407806],"genre_scores_gemma":[0.1487047,0.05178059,0.6955439,0.04027142,0.004911724,0.01913854,0.02729795,0.0005664768,0.01178456],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009978383,"threshold_uncertainty_score":0.05198747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6966475010","doi":"10.4230/lipics.cp.2025.5","title":"Transition Dominance in Domain-Independent Dynamic Programming","year":2025,"lang":"en","type":"article","venue":"Monash University Research Portal (Monash University)","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Chinese University of Hong Kong","keywords":"Computation; Dynamic programming; Dominance (genetics); Transition (genetics); Heuristic; State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283230100144341,"gpt":0.2579455366113462,"spread":0.2451132356099028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004186637,0.001190619,0.001043241,0.001193695,0.0008706159,0.00277427,0.001821884,0.0009649019,0.003229886],"category_scores_gemma":[0.01289574,0.0009373017,0.001567008,0.001308823,0.002382729,0.004003115,0.00331245,0.003627971,0.0004706669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854039,"about_ca_system_score_gemma":0.003120628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744274,"about_ca_topic_score_gemma":0.005132401,"domain_scores_codex":[0.9959515,0.001627367,0.0002249151,0.0007109918,0.001074893,0.0004103137],"domain_scores_gemma":[0.9924451,0.005677654,0.0003577399,0.0006007098,0.0007103193,0.0002084823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001034248,0.00009327799,0.0007555917,0.0002892514,0.00006896074,0.0001741944,0.0002090744,0.5808042,0.00265061,0.3444127,0.00217104,0.06826771],"study_design_scores_gemma":[0.00002099955,0.0000364974,0.00007360271,0.00003881947,0.00001585285,0.0000474383,0.00002768129,0.8075411,0.001732455,0.1865903,0.003858731,0.00001657193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006786654,0.0001995545,0.9888297,0.0002014517,0.00003234108,0.0000634336,0.00009073568,0.000206895,0.00358928],"genre_scores_gemma":[0.3539086,0.0006676473,0.6389371,0.0003619556,0.00009030163,0.0004145786,0.0004726272,0.0004107633,0.004736395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004744274,"threshold_uncertainty_score":0.02214128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}