{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":838,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":838,"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":"125d448c4f62","filters":{"venue":"UCL Discovery (University College London)"}},"results":[{"id":"W3125762999","doi":"","title":"CFHTLenS: The Canada-France-Hawaii Telescope Lensing Survey","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":455,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Weak gravitational lensing; Cosmology; Physics; Gravitational lens; Astrophysics; Photometric redshift; Redshift; Sky; Large Synoptic Survey Telescope; COSMIC cancer database; Telescope; Astronomy; Galaxy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00821027426581485,"gpt":0.1742997687224047,"spread":0.1660894944565898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003277581,0.0002403821,0.0002503486,0.00008666446,0.0009766759,0.00005550808,0.0004207093,0.00004329939,0.0003561],"category_scores_gemma":[0.00001104284,0.0002266579,0.0001076142,0.0005889034,0.000134931,0.002130917,0.0001866068,0.0002161393,0.0000923927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875913,"about_ca_system_score_gemma":0.0006446825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3349049,"about_ca_topic_score_gemma":0.1844132,"domain_scores_codex":[0.9984068,0.0002146214,0.000187731,0.0002338213,0.0003510727,0.0006059844],"domain_scores_gemma":[0.9989039,0.0001620264,0.0001789193,0.0004643845,0.000137184,0.0001535561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003232453,0.00006342699,0.9490563,0.000008207689,0.00008197279,1.1384e-7,0.0004848677,0.00004022588,0.00001177352,0.02792188,0.0222555,0.00004341468],"study_design_scores_gemma":[0.0005865495,0.00001252544,0.9727494,0.00001451676,0.00003883426,0.000002098266,0.005015725,0.0001818843,0.0000303598,0.00008446733,0.02100599,0.0002776191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906393,0.00009754869,0.0005300996,0.0003620442,0.0006310142,0.0003066901,0.001188398,0.00003309972,0.006211777],"genre_scores_gemma":[0.9837471,0.000004981176,0.00007216645,0.00003298477,0.0002476594,0.000001176579,0.0001716366,0.00002156898,0.01570069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504917,"threshold_uncertainty_score":0.9242839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207035561","doi":"","title":"Cryo-EM structures of amyloid-β 42 filaments from human brains","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":422,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Protein filament; Intermediate filament; Electron microscope; Amyloid (mycology); Neurofilament; Biophysics; Human brain; Alzheimer's disease; Fibril; Chemistry; Biology; Neuroscience; Disease; Cytoskeleton; Pathology; Medicine; Biochemistry; Immunohistochemistry; Cell; Physics; Immunology","authors":[{"name":"Yang Yang","is_ca":false},{"name":"Diana Arseni","is_ca":false},{"name":"Wenjuan Zhang","is_ca":false},{"name":"Melissa Huang","is_ca":false},{"name":"Sofia Lövestam","is_ca":false},{"name":"Manuel Schweighauser","is_ca":false},{"name":"Abhay Kotecha","is_ca":false},{"name":"Alexey G. Murzin","is_ca":false},{"name":"Sew‐Yeu Peak‐Chew","is_ca":false},{"name":"Jennifer A. Macdonald","is_ca":false},{"name":"Isabelle Lavenir","is_ca":false},{"name":"Holly J. Garringer","is_ca":false},{"name":"Ellen Gelpí","is_ca":false},{"name":"Kathy L. Newell","is_ca":false},{"name":"Gábor G. Kovács","is_ca":true},{"name":"Rubén Vidal","is_ca":false},{"name":"Bernardino Ghetti","is_ca":false},{"name":"Benjamin Falcon","is_ca":false},{"name":"Sjors H. W. Scheres","is_ca":false},{"name":"Michel Goedert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666961955608832,"gpt":0.2521762382933595,"spread":0.2355066187372712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006968113,0.0002192198,0.0004340639,0.000312428,0.0006806215,0.00001938969,0.0003365351,0.0000599258,0.00342296],"category_scores_gemma":[0.00001470637,0.0002365887,0.0002804761,0.000522406,0.0001561205,0.000424323,0.0005499445,0.0002817051,0.00003059803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283701,"about_ca_system_score_gemma":0.0003673276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209922,"about_ca_topic_score_gemma":0.0001913157,"domain_scores_codex":[0.9980064,0.0001595123,0.0001756397,0.0004471984,0.0008262533,0.0003850072],"domain_scores_gemma":[0.9988959,0.00008011303,0.0001394415,0.0005089614,0.00007228058,0.0003032329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03037552,0.0155969,0.5556876,0.0007911979,0.05903943,0.03155764,0.007569554,0.0003625485,0.02099551,0.08832927,0.1864911,0.003203742],"study_design_scores_gemma":[0.02734571,0.002856388,0.9210814,0.0001209863,0.00276113,0.00006667033,0.02741785,0.0003114235,0.00315308,0.00434385,0.009632794,0.0009087389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854649,0.000785175,0.00002192871,0.0002690979,0.0001040063,0.0005701758,0.009520449,0.00005123776,0.003212995],"genre_scores_gemma":[0.9913842,0.00003009234,0.0001269084,0.0001620602,0.00004810797,0.000003888932,0.001013465,0.00002597318,0.007205301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653938,"threshold_uncertainty_score":0.997488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102549303","doi":"","title":"Teleparallel Theories of Gravity: Illuminating a Fully Invariant Approach","year":2019,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":295,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; St. Francis Xavier University","funders":"European Regional Development Fund; Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Cooperation in Science and Technology","keywords":"Physics; Invariant (physics); Mathematical physics; Theoretical physics; Gravitation; Classical mechanics","authors":[{"name":"Martin Krššák","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00431417553452607,"gpt":0.1858818986190898,"spread":0.1815677230845637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001668289,0.0001673944,0.000320465,0.0001443452,0.0002165298,0.00002092248,0.0002928562,0.00006199588,0.0002879097],"category_scores_gemma":[0.0000125657,0.0001781062,0.0001689114,0.00040864,0.0002480562,0.0007261275,0.0001780621,0.0001645444,0.00005152005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002876093,"about_ca_system_score_gemma":0.0001236512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002498233,"about_ca_topic_score_gemma":0.00001702421,"domain_scores_codex":[0.999034,0.0001334988,0.0001522038,0.0002903199,0.0001571329,0.0002328341],"domain_scores_gemma":[0.9991558,0.000220026,0.0001808939,0.000298217,0.000093762,0.00005129433],"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":[0.0002367883,0.0001538047,0.05721084,0.00003317889,0.0001190076,0.000006737464,0.001117432,0.00006782352,0.0003256463,0.9401624,0.0002525133,0.0003138542],"study_design_scores_gemma":[0.005086382,0.0003810005,0.04636359,0.00008325529,0.0002419777,0.00001234773,0.1255131,0.0007724422,0.001549813,0.8149073,0.004117362,0.0009715072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506441,0.00002163537,0.01825524,0.0001469073,0.00014679,0.0003232488,0.0006880588,0.00002516861,0.02974882],"genre_scores_gemma":[0.9733418,8.071131e-7,0.001723773,0.00003089301,0.00003512877,0.000001578231,0.00009813801,0.00001086368,0.02475697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252551,"threshold_uncertainty_score":0.7262961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595774610","doi":"","title":"Preventing Child Sexual Abuse: Evidence, policy and practice","year":2008,"lang":"en","type":"book","venue":"UCL Discovery (University College London)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":249,"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":"Child sexual abuse; Sexual abuse; Psychological intervention; Psychology; Empirical evidence; Criminology; Child abuse; Public policy; Developmental psychology; Poison control; Suicide prevention; Clinical psychology; Psychiatry; Medicine; Political science; Medical emergency","authors":[{"name":"Stephen Smallbone","is_ca":false},{"name":"William L. Marshall","is_ca":true},{"name":"Richard Wortley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02375577700389039,"gpt":0.2683009807005692,"spread":0.2445452036966788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003041982,0.0006260308,0.0007500611,0.0008406485,0.0008888974,0.00009017601,0.0006720147,0.0006859627,0.0005102106],"category_scores_gemma":[0.0001978533,0.0007613863,0.0002743108,0.0005701861,0.0004171789,0.002390862,0.0003923755,0.001107195,0.0006851693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351409,"about_ca_system_score_gemma":0.0008388368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006948296,"about_ca_topic_score_gemma":0.0004718672,"domain_scores_codex":[0.9968567,0.0003868493,0.0003334047,0.001207686,0.0005256218,0.0006897573],"domain_scores_gemma":[0.9967012,0.001420727,0.0005538441,0.0009352335,0.0001293721,0.0002595822],"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":[0.002852684,0.0007593271,0.0003719337,0.0003742425,0.002378146,0.009473183,0.01551042,0.000007559,0.000007037926,0.4288383,0.5358381,0.003589096],"study_design_scores_gemma":[0.002523883,0.0002994394,0.004010939,0.0007699233,0.0006763403,0.002323155,0.004405258,0.00000586215,0.000001012262,0.0001869357,0.9838382,0.0009590761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03197162,0.005090728,0.00007649125,0.001610882,0.0007173119,0.001068822,0.001303337,0.0001969649,0.9579638],"genre_scores_gemma":[0.01301356,0.003293001,0.0001377688,0.0009402698,0.001273075,0.000002416236,0.000128412,0.00009852278,0.981113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4480001,"threshold_uncertainty_score":0.9994837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226156343","doi":"","title":"Sodium-Glucose Cotransporter 2 Inhibitors and Risk of Hyperkalemia in People With Type 2 Diabetes: A Meta-Analysis of Individual Participant Data From Randomized, Controlled Trials","year":2022,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University Health Network","funders":"","keywords":"Medicine; Type 2 diabetes; Hyperkalemia; Randomized controlled trial; Meta-analysis; Diabetes mellitus; Cotransporter; Benzhydryl compounds; Internal medicine; Pharmacology; Sodium; Endocrinology","authors":[{"name":"Brendon L. Neuen","is_ca":false},{"name":"Megumi Oshima","is_ca":false},{"name":"Rajiv Agarwal","is_ca":false},{"name":"Clare Arnott","is_ca":false},{"name":"David Z.I. Cherney","is_ca":true},{"name":"Robert Edwards","is_ca":false},{"name":"Anna Maria Langkilde","is_ca":false},{"name":"Kenneth W. Mahaffey","is_ca":false},{"name":"Darren K. McGuire","is_ca":false},{"name":"Bruce Neal","is_ca":false},{"name":"Vlado Perkovic","is_ca":false},{"name":"Annpey Pong","is_ca":false},{"name":"Marc S. Sabatine","is_ca":false},{"name":"Itamar Raz","is_ca":false},{"name":"Tadashi Toyama","is_ca":false},{"name":"Christoph Wanner","is_ca":false},{"name":"David C. Wheeler","is_ca":false},{"name":"Stephen D. Wiviott","is_ca":false},{"name":"Bernard Zinman","is_ca":true},{"name":"Hiddo J.L. Heerspink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1054736338507522,"gpt":0.2945311316880456,"spread":0.1890574978372934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004430683,0.0006502452,0.02671357,0.001736372,0.00008698559,0.00002930642,0.0005836616,0.0001945195,0.001357387],"category_scores_gemma":[0.0005266052,0.0004196519,0.004237685,0.002339235,0.0002683258,0.000445957,0.0005506916,0.000355188,0.000002594702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016208,"about_ca_system_score_gemma":0.0005010116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032504,"about_ca_topic_score_gemma":0.002456894,"domain_scores_codex":[0.9936528,0.002527317,0.001714926,0.0008944368,0.0008433217,0.000367149],"domain_scores_gemma":[0.990482,0.005573547,0.002477497,0.001247325,0.00007306712,0.0001466213],"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":[0.04705565,0.0009752075,0.002476114,0.002422068,0.9425006,0.0001938235,0.0005175021,0.0000242636,5.921872e-7,0.000130546,0.0004489575,0.003254704],"study_design_scores_gemma":[0.1158445,0.000275935,0.0003324525,0.0004462467,0.8554252,4.393913e-7,0.0008149635,0.0001670215,0.000001184923,0.000005694991,0.02637915,0.0003072463],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1007769,0.8648478,0.00001196637,0.00003430332,0.00008817894,0.006170655,0.02789214,0.00001835677,0.0001597013],"genre_scores_gemma":[0.01972972,0.9695515,0.0001702051,0.00002587175,0.00002244381,0.00009193815,0.008952856,0.00004194145,0.001413496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1047037,"threshold_uncertainty_score":0.9998255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1529823304","doi":"","title":"Dyslexia in Different Languages: Cross-Linguistic Comparisons","year":2003,"lang":"en","type":"book","venue":"UCL Discovery (University College London)","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dyslexia; Spelling; Reading (process); Linguistics; Psychology; Norwegian; Biological theories of dyslexia; German; Learning to read; Literacy; Written language; Spell; Developmental dyslexia","authors":[{"name":"Nata Goulandris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03320377595698109,"gpt":0.2649900447301352,"spread":0.2317862687731541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001182918,0.0005096461,0.0007593644,0.0005560066,0.0005194867,0.0002511396,0.0005364659,0.0002593316,0.009142365],"category_scores_gemma":[0.000125365,0.0005375184,0.0002917271,0.00007655071,0.0005341446,0.0002361132,0.0001455824,0.0006655097,0.0005178125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007753115,"about_ca_system_score_gemma":0.0009792472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000733523,"about_ca_topic_score_gemma":0.01217005,"domain_scores_codex":[0.9981014,0.0001233502,0.0003599503,0.0005970526,0.0003467303,0.0004715503],"domain_scores_gemma":[0.9985214,0.0003060333,0.0002831568,0.0005283967,0.0001976122,0.0001633262],"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":[0.00007362619,0.0001980129,0.000524569,0.0001430792,0.00008136372,0.0003030175,0.008207514,0.000006066993,2.555834e-7,0.7218692,0.2685775,0.00001584067],"study_design_scores_gemma":[0.001128164,0.00006119355,0.0006130566,0.000210223,0.0001378291,0.000005307244,0.008635174,0.00005765673,7.52992e-7,0.003373908,0.9851341,0.0006426782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00921176,0.0003846292,0.00003825937,0.0002138839,0.003150329,0.0004505926,0.003598659,0.000093183,0.9828587],"genre_scores_gemma":[0.07237777,0.00005372117,0.00002289903,0.0003378193,0.001343478,0.000002322283,0.0007491729,0.00005615785,0.9250566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7184952,"threshold_uncertainty_score":0.9997076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213191201","doi":"","title":"Global Cardiovascular and Renal Outcomes of Reduced GFR","year":2017,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Medicine; Renal function; Body mass index; Kidney disease; Disease; Confidence interval; Internal medicine","authors":[{"name":"Kunihiro Matsushita","is_ca":false},{"name":"Kalkidan Hassen Abate","is_ca":false},{"name":"Ziyad Al‐Aly","is_ca":false},{"name":"Kei Asayama","is_ca":false},{"name":"Robert C. Atkins","is_ca":false},{"name":"Alaa Badawi","is_ca":true},{"name":"Shoshana H. Ballew","is_ca":false},{"name":"Amitava Banerjee","is_ca":false},{"name":"Lars Barregård","is_ca":false},{"name":"Elizabeth Barrett‐Connor","is_ca":false},{"name":"Sanjay Basu","is_ca":false},{"name":"Aminu K. Bello","is_ca":true},{"name":"Isabela M. Benseñor","is_ca":false},{"name":"Jaclyn Bergstrom","is_ca":false},{"name":"Boris Bikbov","is_ca":false},{"name":"Christopher D. Blosser","is_ca":false},{"name":"Hermann Brenner","is_ca":false},{"name":"Juan Jesús Carrero","is_ca":false},{"name":"Steven J. Chadban","is_ca":false},{"name":"Massimo Círillo","is_ca":false},{"name":"Monica Cortinovis","is_ca":false},{"name":"Karen Courville","is_ca":false},{"name":"Lalit Dandona","is_ca":false},{"name":"Rakhi Dandona","is_ca":false},{"name":"Kara Estep","is_ca":false},{"name":"João Carlos Fernandes","is_ca":false},{"name":"Florian Fischer","is_ca":false},{"name":"Caroline S. Fox","is_ca":false},{"name":"Ron T. Gansevoort","is_ca":false},{"name":"Philimon Gona","is_ca":false},{"name":"Orlando M. Gutiérrez","is_ca":false},{"name":"Samer Hamidi","is_ca":false},{"name":"Sarah Wulf Hanson","is_ca":false},{"name":"Jonathan Himmelfarb","is_ca":false},{"name":"Simerjot K Jassal","is_ca":false},{"name":"Sun Ha Jee","is_ca":false},{"name":"Vivekanand Jha","is_ca":false},{"name":"Aída Jiménez-Corona","is_ca":false},{"name":"Jost B. Jonas","is_ca":false},{"name":"André Pascal Kengne","is_ca":false},{"name":"Yousef Khader","is_ca":false},{"name":"Young‐Ho Khang","is_ca":false},{"name":"Yun Jin Kim","is_ca":false},{"name":"Barbara E.K. Klein","is_ca":false},{"name":"Ronald Klein","is_ca":false},{"name":"Yoshihiro Kokubo","is_ca":false},{"name":"Dhaval Kolte","is_ca":false},{"name":"Kristine Lee","is_ca":false},{"name":"Andrew S. Levey","is_ca":false},{"name":"Yongmei Li","is_ca":false},{"name":"Paulo A. Lotufo","is_ca":false},{"name":"Hassan Magdy Abd El Razek","is_ca":false},{"name":"Walter Mendoza","is_ca":false},{"name":"Hirohito Metoki","is_ca":false},{"name":"Yejin Mok","is_ca":false},{"name":"Isao Muraki","is_ca":false},{"name":"Paul Muntner","is_ca":false},{"name":"Hiroyuki Noda","is_ca":false},{"name":"Takayoshi Ohkubo","is_ca":false},{"name":"Alberto Ortíz","is_ca":false},{"name":"Norberto Perico","is_ca":false},{"name":"Kevan R. Polkinghorne","is_ca":false},{"name":"Rajaa Al-Radaddi","is_ca":false},{"name":"Giuseppe Remuzzi","is_ca":false},{"name":"Gregory A. Roth","is_ca":false},{"name":"Dietrich Rothenbacher","is_ca":false},{"name":"Michihiro Satoh","is_ca":false},{"name":"Kai‐Uwe Saum","is_ca":false},{"name":"Monika Sawhney","is_ca":false},{"name":"Anoop Shankar","is_ca":false},{"name":"Michael Shlipak","is_ca":false},{"name":"Diego Augusto Santos Silva","is_ca":false},{"name":"Hideaki Toyoshima","is_ca":false},{"name":"Kingsley Nnanna Ukwaja","is_ca":false},{"name":"Mitsumasa Umesawa","is_ca":false},{"name":"David G. Warnock","is_ca":false},{"name":"Andrea Werdecker","is_ca":false},{"name":"Kazumasa Yamagishi","is_ca":false},{"name":"Yuichiro Yano","is_ca":false},{"name":"Naohiro Yonemoto","is_ca":false},{"name":"Maysaa El Sayed Zaki","is_ca":false},{"name":"Mohsen Naghavi","is_ca":false},{"name":"Mohammad H. Forouzanfar","is_ca":false},{"name":"Christopher J L Murray","is_ca":false},{"name":"Josef Coresh","is_ca":false},{"name":"Theo Vos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01032851904016058,"gpt":0.2260847351435601,"spread":0.2157562161033995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103402,0.0001585181,0.0005479457,0.0000757575,0.0003341438,0.00002955734,0.0002218655,0.00008843098,0.00005664394],"category_scores_gemma":[0.0001300688,0.0001566583,0.0004489165,0.000110113,0.0003066791,0.000628717,0.0002763679,0.00007284857,0.0000095409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494416,"about_ca_system_score_gemma":0.0003617637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005134595,"about_ca_topic_score_gemma":0.00006410541,"domain_scores_codex":[0.9989926,0.0000333535,0.000113317,0.000315819,0.0003100655,0.0002348322],"domain_scores_gemma":[0.9986974,0.00003029487,0.0001080605,0.0008430037,0.00007114351,0.0002501209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00144216,0.0005037489,0.9499465,0.000438937,0.00408894,0.001414998,0.0001640786,0.00001879703,0.0015295,0.02301174,0.01435025,0.003090342],"study_design_scores_gemma":[0.00647076,0.0001308137,0.9831964,0.0001136233,0.001167645,0.00002350664,0.0005267289,0.0001112442,0.0004367373,0.0002383243,0.007380555,0.0002036268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985281,0.000787633,0.0000623857,0.0009296147,0.0001256171,0.0002654488,0.0009694421,0.00002841342,0.01155046],"genre_scores_gemma":[0.9930645,0.0001347067,0.000149938,0.00009463403,0.00004653921,4.692411e-7,0.00002628351,0.000008659316,0.006474222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324993,"threshold_uncertainty_score":0.6388341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104427907","doi":"","title":"ALMA IMAGING and GRAVITATIONAL LENS MODELS of SOUTH POLE TELESCOPE - SELECTED DUSTY, STAR-FORMING GALAXIES at HIGH REDSHIFTS","year":2016,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":181,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Physics; Astrophysics; Redshift; Galaxy; Gravitational lens; South Pole Telescope; Astronomy; Submillimeter Array; Luminosity; Star formation; Photometric redshift","authors":[{"name":"Manuel Aravena","is_ca":false},{"name":"M. Béthermin","is_ca":false},{"name":"C. De Breuck","is_ca":false},{"name":"Yashar Hezaveh","is_ca":false},{"name":"Katrina C. Litke","is_ca":false},{"name":"Jingzhe Ma","is_ca":false},{"name":"Matthew A. Malkan","is_ca":false},{"name":"M. Strandet","is_ca":false},{"name":"A. Weiß","is_ca":false},{"name":"N. Welikala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006349572826145796,"gpt":0.1703137599292396,"spread":0.1639641871030939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075558,0.000235588,0.000288013,0.0002683632,0.0005224522,0.00003064106,0.0002128077,0.0000437546,0.0001838138],"category_scores_gemma":[0.000008382278,0.000228252,0.00009460032,0.0004479497,0.0002341984,0.003472189,0.0002575486,0.0000909681,0.00002218508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741333,"about_ca_system_score_gemma":0.0002212473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004274026,"about_ca_topic_score_gemma":0.00009719252,"domain_scores_codex":[0.9986672,0.00006737056,0.0002418884,0.0003375233,0.0003089228,0.0003770719],"domain_scores_gemma":[0.9990366,0.00009272241,0.0002699266,0.0002473359,0.0002525646,0.0001009224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518168,0.00005999102,0.8840565,0.00002503546,0.00009715906,3.136727e-7,0.001513528,0.00006192295,0.001010836,0.1123036,0.0006904039,0.00002889681],"study_design_scores_gemma":[0.00186896,0.00004171207,0.9852369,0.00006767759,0.00006074415,0.00000290233,0.002911646,0.001412537,0.0005229595,0.007501833,0.00006886424,0.0003032745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951671,0.0000360755,0.001866718,0.0003340578,0.00007171697,0.0002636713,0.001777504,0.00004637419,0.0004368273],"genre_scores_gemma":[0.9914538,0.000009765622,0.0006179638,0.000002293911,0.00005496439,0.000001887518,0.0001450148,0.00002236074,0.007691915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048018,"threshold_uncertainty_score":0.9307847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098436012","doi":"","title":"In-n-out: The Gas Cycle From Dwarfs To Spiral Galaxies","year":2016,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Astrophysics; Galaxy; Halo; Stellar mass; Galaxy formation and evolution; Galactic halo; Accretion (finance); Astronomy; Redshift; Star formation; Dark matter halo","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005769025481693803,"gpt":0.1804640584305897,"spread":0.1746950329488959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001157861,0.000218367,0.0002323078,0.000174914,0.0003671752,0.00005495825,0.0005300518,0.00004522991,0.0009896982],"category_scores_gemma":[0.000009379111,0.0001681514,0.0001408185,0.0004288159,0.0001298365,0.002185002,0.0002849261,0.0001201685,0.0009286398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274692,"about_ca_system_score_gemma":0.0001264854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001856161,"about_ca_topic_score_gemma":0.001050859,"domain_scores_codex":[0.9987097,0.00009218789,0.0001887835,0.000338459,0.0002569215,0.0004139512],"domain_scores_gemma":[0.9991093,0.0001282146,0.0001108468,0.0004704057,0.00006197947,0.0001193133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104919,0.00008831006,0.9234377,0.000003051128,0.00005283163,5.627052e-7,0.001748919,0.00002356844,0.00021345,0.06673577,0.007497883,0.00009299705],"study_design_scores_gemma":[0.001296121,0.00004218545,0.9824167,0.00003218719,0.00002491746,4.795842e-7,0.003339421,0.0001252567,0.0002067229,0.006931886,0.00531463,0.0002694444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906015,0.00001226983,0.001331793,0.003381221,0.0003340332,0.0003516679,0.0008843017,0.00003963204,0.003063596],"genre_scores_gemma":[0.9832985,0.000004548237,0.0001244072,0.00002119407,0.0002154873,0.000004198415,0.0000282988,0.00001754556,0.01628579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05980389,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200043627","doi":"","title":"An Updated Definition and Severity Classification of Chronic Obstructive Pulmonary Disease Exacerbations: The Rome Proposal","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Ottawa Hospital; Kingston Health Sciences Centre; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Severity of illness; MEDLINE; Disease; Internal medicine","authors":[{"name":"Bartolomé R. Celli","is_ca":false},{"name":"Leonardo M. Fabbri","is_ca":false},{"name":"Shawn D. Aaron","is_ca":true},{"name":"Àlvar Agustí","is_ca":false},{"name":"Robert D. Brook","is_ca":false},{"name":"Gerard J. Criner","is_ca":false},{"name":"Marc Humbert","is_ca":false},{"name":"John R. Hurst","is_ca":false},{"name":"Denis E. O’Donnell","is_ca":true},{"name":"Leonardo Pantoni","is_ca":false},{"name":"Alberto Papi","is_ca":false},{"name":"Roberto Rodríguez-Roisin","is_ca":false},{"name":"Sanjay Sethi","is_ca":false},{"name":"Antoní Torres","is_ca":false},{"name":"Claus Vogelmeier","is_ca":false},{"name":"Jadwiga A. Wedzicha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609029055821652,"gpt":0.2429524458885626,"spread":0.2268621553303461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428323,0.0002151879,0.0003043255,0.0001963915,0.0004561334,0.00003838203,0.0002122735,0.0001060136,0.00036691],"category_scores_gemma":[0.00006176513,0.0002076987,0.0001424496,0.0009550683,0.0006575772,0.001437529,0.0002130519,0.0003056688,0.00001455303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008586297,"about_ca_system_score_gemma":0.00214342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122995,"about_ca_topic_score_gemma":0.0001673157,"domain_scores_codex":[0.9979852,0.0003577523,0.0002098951,0.00060836,0.0005239883,0.0003147327],"domain_scores_gemma":[0.998302,0.00009243449,0.0001409886,0.0007116727,0.0004344535,0.0003184111],"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":[0.01193832,0.007537912,0.351256,0.003132321,0.001139448,0.007049664,0.00138973,0.0001969584,0.06399065,0.5343992,0.002378223,0.01559162],"study_design_scores_gemma":[0.001439124,0.00009911721,0.9757732,0.00007411007,0.0003408015,0.0001222386,0.005181211,0.0130634,0.0002860162,0.002720386,0.0006845683,0.0002158303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908437,0.0007907616,0.0004121701,0.002478713,0.00009457691,0.0009284554,0.002355145,0.00005843015,0.002038015],"genre_scores_gemma":[0.994799,0.0001729341,0.0003062,0.00004706471,0.00008211012,0.000008252929,0.001532649,0.0000251641,0.003026643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6245173,"threshold_uncertainty_score":0.8469706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159647175","doi":"","title":"StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Face (sociological concept); Context (archaeology); Space (punctuation); Process (computing); Artificial intelligence; Quality (philosophy); Expression (computer science); Computer vision; Data mining; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02184689342764758,"gpt":0.2167038888898605,"spread":0.194856995462213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002204776,0.000261161,0.000447165,0.0002592146,0.0006202647,0.0001868531,0.000495167,0.0001171541,0.000222367],"category_scores_gemma":[0.00006501788,0.000313921,0.0002285581,0.001176047,0.0001260546,0.007784086,0.0002951877,0.0001594517,0.00002001983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768213,"about_ca_system_score_gemma":0.0004575122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273439,"about_ca_topic_score_gemma":0.0001113528,"domain_scores_codex":[0.9979158,0.0003771005,0.0003146336,0.0005847603,0.0004349776,0.0003727527],"domain_scores_gemma":[0.9983417,0.0001663607,0.0002761333,0.0004741262,0.0006186187,0.0001230987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003134407,0.0009936184,0.001864443,0.0001124203,0.0008682024,0.002801302,0.001347423,0.1502977,0.6688776,0.14178,0.02996646,0.000777363],"study_design_scores_gemma":[0.005666399,0.0002711319,0.004052741,0.0001838243,0.0002779427,0.000165444,0.005263207,0.4495516,0.523382,0.002108892,0.007569823,0.001507032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2196399,0.0001201145,0.777174,0.0003498029,0.0003095459,0.0001969907,0.001443692,0.00006689143,0.0006990919],"genre_scores_gemma":[0.9651849,0.00005357168,0.03145256,0.0001402091,0.0001142849,0.000001558969,0.0005329992,0.00001554708,0.002504387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7457215,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153678894","doi":"","title":"Achieving master level play in 9×9 computer go","year":2008,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":121,"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":"Computer science; Heuristic; Artificial intelligence; Monte Carlo tree search; Function (biology); Value (mathematics); Tree (set theory); State (computer science); Bellman equation; Monte Carlo method; Domain (mathematical analysis); Machine learning; Algorithm; Theoretical computer science; Mathematical optimization; Mathematics; Statistics","authors":[{"name":"Sylvain Gelly","is_ca":false},{"name":"David Silver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04533729866204827,"gpt":0.2195444041823804,"spread":0.1742071055203321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001740393,0.0002398692,0.0003087516,0.0004334955,0.0003867115,0.00008570038,0.001505176,0.000120981,0.00006079306],"category_scores_gemma":[0.00001917945,0.0002755593,0.0001470606,0.001080792,0.000205193,0.003696916,0.0009646707,0.0002942311,0.0004523251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588045,"about_ca_system_score_gemma":0.0001834337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582685,"about_ca_topic_score_gemma":0.0005926926,"domain_scores_codex":[0.9980921,0.0001408173,0.0002397334,0.0006394339,0.0003768888,0.0005110062],"domain_scores_gemma":[0.998848,0.000199206,0.0001085076,0.0006505796,0.00006611044,0.0001275493],"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":[0.0006174897,0.001739212,0.2572522,0.0001106346,0.0002431556,0.01804529,0.02979705,0.02263407,0.002516733,0.5732692,0.05438588,0.03938903],"study_design_scores_gemma":[0.003141058,0.0006813351,0.5097382,0.0003719523,0.00004350151,0.0006983053,0.002850234,0.43191,0.003083459,0.002875734,0.04153807,0.003068096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5363939,0.000025063,0.4601524,0.0007508441,0.0003878939,0.0001773718,0.00005036843,0.00009374675,0.00196845],"genre_scores_gemma":[0.9598719,0.00003297429,0.02414536,0.0004234073,0.00008559688,8.761947e-7,0.000004655938,0.00001440594,0.01542084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5703935,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1778554682","doi":"","title":"Reinforcement learning of local shape in the game of go","year":2007,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":119,"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":"Reinforcement learning; Computer science; Template; Function (biology); Artificial intelligence; Reinforcement; Computer game; Temporal difference learning; Variety (cybernetics); Machine learning; Multimedia","authors":[{"name":"David Silver","is_ca":true},{"name":"Richard S. Sutton","is_ca":true},{"name":"Martin Müller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01524687706555709,"gpt":0.2284758731527574,"spread":0.2132289960872003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007005341,0.0001136559,0.0002071098,0.0002747264,0.00008842239,0.0000187851,0.001258618,0.00006528008,0.00003989292],"category_scores_gemma":[0.00004023935,0.0001055308,0.0001116471,0.001112183,0.0002620253,0.001031934,0.0003753728,0.0002078119,0.00002200576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114995,"about_ca_system_score_gemma":0.0001024028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003957071,"about_ca_topic_score_gemma":0.0003757656,"domain_scores_codex":[0.998683,0.0001015493,0.0002729105,0.000237215,0.0004242892,0.0002810523],"domain_scores_gemma":[0.9989318,0.0003506253,0.0001967975,0.0003966821,0.00008269967,0.00004144006],"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":[0.0002725894,0.0002252584,0.007097372,0.000049509,0.00003786662,0.0003016219,0.01013573,0.04075852,0.001292585,0.9228594,0.0004492147,0.0165204],"study_design_scores_gemma":[0.001437839,0.00127654,0.05594556,0.0002816082,0.00005534205,0.00004075835,0.08630398,0.8002371,0.0352069,0.004379333,0.01400079,0.000834235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4535042,0.00002775942,0.5411333,0.0001986811,0.00007666524,0.0001451511,0.000004044053,0.00001596365,0.004894198],"genre_scores_gemma":[0.9967905,0.00001848775,0.0008650768,0.00007667973,0.0000124191,2.404966e-7,0.000001620237,0.000004185366,0.002230793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.91848,"threshold_uncertainty_score":0.430342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953227652","doi":"","title":"Evolution of dust temperature of galaxies through cosmic time as seen by Herschel","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Physics; Astrophysics; Galaxy; Luminous infrared galaxy; Redshift; Astronomy; Luminosity; Extinction (optical mineralogy); Spectral energy distribution; Star formation; Infrared","authors":[{"name":"G. Magdis","is_ca":false},{"name":"E. Daddi","is_ca":false},{"name":"M. Symeonidis","is_ca":false},{"name":"B. Altieri","is_ca":false},{"name":"A. Amblard","is_ca":false},{"name":"P. Andreani","is_ca":false},{"name":"V. Arumugam","is_ca":false},{"name":"R. Auld","is_ca":false},{"name":"A. J. Smith","is_ca":false},{"name":"C. P. Pearson","is_ca":false},{"name":"I. Pérez-Fournon","is_ca":false},{"name":"A. Poglitsch","is_ca":false},{"name":"M. Pohlen","is_ca":false},{"name":"L. Riguccini","is_ca":false},{"name":"P. Popesso","is_ca":false},{"name":"F. Pozzi","is_ca":false},{"name":"J. I. Rawlings","is_ca":false},{"name":"D. Rigopoulou","is_ca":false},{"name":"A. Saintonge","is_ca":false},{"name":"D. Rizzo","is_ca":false},{"name":"G. Rodighiero","is_ca":false},{"name":"I. G. Roseboom","is_ca":true},{"name":"M. Rowan-Robinson","is_ca":false},{"name":"P. Santini","is_ca":false},{"name":"M. Sauvage","is_ca":false},{"name":"B. Schulz","is_ca":false},{"name":"J. A. Stevens","is_ca":false},{"name":"D. Scott","is_ca":false},{"name":"N. Seymour","is_ca":false},{"name":"Li Shao","is_ca":false},{"name":"D. L. Shupe","is_ca":false},{"name":"M. Vaccari","is_ca":false},{"name":"E. Sturm","is_ca":false},{"name":"L. J. Tacconi","is_ca":false},{"name":"M. Trichas","is_ca":false},{"name":"K. E. Tugwell","is_ca":false},{"name":"I. Valtchanov","is_ca":false},{"name":"J. D. Vieira","is_ca":false},{"name":"L. Vigroux","is_ca":false},{"name":"T. Babbedge","is_ca":false},{"name":"L. Wang","is_ca":false},{"name":"R. Ward","is_ca":false},{"name":"Gillian Wright","is_ca":false},{"name":"M. Zemcov","is_ca":false},{"name":"A. Boselli","is_ca":false},{"name":"S. Berta","is_ca":false},{"name":"A. W. Blain","is_ca":false},{"name":"J. J. Bock","is_ca":false},{"name":"Á. Bongiovanni","is_ca":false},{"name":"V. Buat","is_ca":false},{"name":"D. Burgarella","is_ca":false},{"name":"N. Castro-Rodríguez","is_ca":false},{"name":"A. Cava","is_ca":false},{"name":"J. Cepa","is_ca":false},{"name":"P. Chanial","is_ca":false},{"name":"E. Chapin","is_ca":false},{"name":"Ranga‐Ram Chary","is_ca":false},{"name":"A. Cimatti","is_ca":false},{"name":"H. Dannerbauer","is_ca":false},{"name":"D. L. Clements","is_ca":false},{"name":"A. Conley","is_ca":false},{"name":"L. Conversi","is_ca":false},{"name":"Asantha Cooray","is_ca":false},{"name":"Mark Dickinson","is_ca":false},{"name":"H. Domínguez Sánchez","is_ca":false},{"name":"J. S. Dunlop","is_ca":false},{"name":"E. Dwek","is_ca":false},{"name":"S. Eales","is_ca":false},{"name":"D. Farrah","is_ca":false},{"name":"N. M. Förster Schreiber","is_ca":false},{"name":"M. Fox","is_ca":false},{"name":"M. J. Griffin","is_ca":false},{"name":"A. Franceschini","is_ca":true},{"name":"W. K. Gear","is_ca":false},{"name":"R. Genzel","is_ca":false},{"name":"J. Glenn","is_ca":false},{"name":"C. Gruppioni","is_ca":false},{"name":"M. Halpern","is_ca":false},{"name":"E. Hatziminaoglou","is_ca":false},{"name":"E. Ibar","is_ca":false},{"name":"K. G. Isaak","is_ca":false},{"name":"R. J. Ivison","is_ca":false},{"name":"Woong-Seob Jeong","is_ca":false},{"name":"G. Lagache","is_ca":false},{"name":"L. Levenson","is_ca":false},{"name":"H. M. Lee","is_ca":false},{"name":"N. Lu","is_ca":false},{"name":"D. Lutz","is_ca":true},{"name":"S. C. Madden","is_ca":false},{"name":"B. Maffei","is_ca":false},{"name":"B. Magnelli","is_ca":false},{"name":"G Mainetti","is_ca":false},{"name":"R. Maiolino","is_ca":false},{"name":"L. Marchetti","is_ca":false},{"name":"A. M. J. Mortier","is_ca":false},{"name":"H. T. Nguyen","is_ca":false},{"name":"R. Nordon","is_ca":false},{"name":"K. Okumura","is_ca":false},{"name":"A. Omont","is_ca":false},{"name":"M. J. Page","is_ca":false},{"name":"P. Panuzzo","is_ca":false},{"name":"Ανδρέας Παπαγεωργίου","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002764274161252021,"gpt":0.1709684815591329,"spread":0.1682042073978809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001133619,0.0002305286,0.0003577277,0.000143064,0.0002795841,0.00001785036,0.0003786834,0.0001280055,0.0009168524],"category_scores_gemma":[0.000009816906,0.00026339,0.0001911201,0.0005840893,0.0002911649,0.00213961,0.000140203,0.0003014419,0.0001133499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432451,"about_ca_system_score_gemma":0.0003135848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531281,"about_ca_topic_score_gemma":0.00006898409,"domain_scores_codex":[0.998809,0.00006707687,0.0002538488,0.0002764915,0.0003116706,0.0002818602],"domain_scores_gemma":[0.9989002,0.00005531886,0.0003340374,0.0004059368,0.0002265099,0.00007804323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655227,0.0003108188,0.8292337,0.00005283693,0.0001707325,1.427478e-7,0.001063478,0.00002741325,0.04129632,0.09912287,0.02855035,0.000005796182],"study_design_scores_gemma":[0.001825869,0.0001324015,0.9805864,0.00004117647,0.000111125,0.000003328948,0.005755045,0.000536011,0.005193325,0.0035389,0.001892001,0.0003844049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930121,0.00005206156,0.0001998779,0.0001578334,0.0001830502,0.0003182729,0.001760789,0.00003660197,0.004279462],"genre_scores_gemma":[0.9807066,0.000006422268,0.00028664,0.000001953072,0.00007249016,0.000001356388,0.0002570376,0.00001904816,0.01864844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513527,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122591886","doi":"","title":"Local stellar kinematics from RAVE data - I. Local standard of rest","year":2011,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Astrophysics; Stars; Kinematics; Rest (music); Stellar kinematics; Proper motion; Galaxy; Space (punctuation); Radial velocity; Peculiar velocity; Rest frame; Classical mechanics; Milky Way","authors":[{"name":"B. Coşkunoğlu","is_ca":false},{"name":"S. Ak","is_ca":false},{"name":"S. Bilir","is_ca":false},{"name":"S. Karaali","is_ca":false},{"name":"E. Yaz","is_ca":false},{"name":"G. Gilmore","is_ca":false},{"name":"O. Bienaymé","is_ca":false},{"name":"Joss Bland‐Hawthorn","is_ca":false},{"name":"R. Campbell","is_ca":false},{"name":"B. K. Gibson","is_ca":false},{"name":"U. Munari","is_ca":false},{"name":"A. Siebert","is_ca":false},{"name":"A. Siviero","is_ca":false},{"name":"Matthias Steinmetz","is_ca":false},{"name":"T. Zwitter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02411833325786563,"gpt":0.203367615271111,"spread":0.1792492820132453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001239692,0.0002551944,0.000535124,0.0001001505,0.000213352,0.00001784834,0.0007268111,0.00007723763,0.001112985],"category_scores_gemma":[0.000009050474,0.0002663224,0.0001209832,0.0002640612,0.0004042213,0.0006281006,0.0006093703,0.000188693,0.00006534267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000525262,"about_ca_system_score_gemma":0.0001531201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378274,"about_ca_topic_score_gemma":0.0005291814,"domain_scores_codex":[0.9985552,0.0000909507,0.0002462826,0.0004495646,0.0003486176,0.0003093849],"domain_scores_gemma":[0.9984417,0.0002382074,0.0002056832,0.0009091409,0.00008984812,0.0001154448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003478711,0.0007576952,0.8738756,0.0001499278,0.002175593,0.0003936038,0.003960778,0.0002905146,0.00002362055,0.06257043,0.04727589,0.005047693],"study_design_scores_gemma":[0.01719508,0.001638744,0.7375872,0.0006172113,0.003856846,0.00001728636,0.1295178,0.01959767,0.003301579,0.01415766,0.0692457,0.003267221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4806152,0.0003743436,0.3249793,0.00016793,0.0009015041,0.0006509181,0.01562816,0.00006675276,0.1766159],"genre_scores_gemma":[0.9949157,0.00003964111,0.001746104,0.00002539413,0.00009805713,2.747108e-7,0.0006807683,0.00001827695,0.002475771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5143005,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100349731","doi":"","title":"The nature of the interstellar medium of the starburst low-metallicity galaxy Haro 11: a multi-phase model of the infrared emission","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Astrophysics; Interstellar medium; Metallicity; Galaxy; Luminosity; Star formation; Infrared; Spectral energy distribution; Ionization; Emission spectrum; Astronomy; Spectral line","authors":[{"name":"D. Cormier","is_ca":false},{"name":"V. Lebouteiller","is_ca":false},{"name":"N. Abel","is_ca":false},{"name":"S. Hony","is_ca":false},{"name":"F. Galliano","is_ca":false},{"name":"M. Baes","is_ca":false},{"name":"A. Cooray","is_ca":false},{"name":"Ilse De Looze","is_ca":false},{"name":"M. Galametz","is_ca":false},{"name":"A. Rémy","is_ca":false},{"name":"M. Sauvage","is_ca":false},{"name":"L. Spinoglio","is_ca":false},{"name":"R. Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006890248666563487,"gpt":0.1966010420909864,"spread":0.189710793424423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002991853,0.0002174362,0.0002827996,0.00006245277,0.0006904033,0.00001814483,0.001278705,0.0001067032,0.0000537237],"category_scores_gemma":[0.00003310784,0.0001194356,0.0004517114,0.0006451665,0.0005179461,0.000920509,0.0007665459,0.0003846619,0.000001657461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519672,"about_ca_system_score_gemma":0.0003244944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106665,"about_ca_topic_score_gemma":0.00008174804,"domain_scores_codex":[0.998458,0.0002323604,0.0003219002,0.0001729629,0.000505855,0.0003089829],"domain_scores_gemma":[0.9980164,0.0001210663,0.0006701709,0.0009066463,0.0002097431,0.00007593976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002948316,0.0007998673,0.9428759,0.0001093833,0.0003018547,2.365141e-8,0.006738127,0.001251431,0.005522191,0.03809302,0.003988725,0.00002461433],"study_design_scores_gemma":[0.002963214,0.00004095364,0.929851,0.0001880227,0.0002790375,8.452611e-7,0.01263435,0.03546251,0.01581218,0.001325409,0.001165058,0.0002774317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959427,0.00007328025,0.001083296,0.0004388025,0.0003763123,0.0006138581,0.0009965284,0.000009048447,0.0004661613],"genre_scores_gemma":[0.992397,0.000008762184,0.0001059971,0.000009033743,0.00004293065,0.00000155616,0.00001479404,0.00001451663,0.007405464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03676761,"threshold_uncertainty_score":0.5310094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104710533","doi":"","title":"ALMA OBSERVATIONS OF SPT-DISCOVERED, STRONGLY LENSED, DUSTY, STAR-FORMING GALAXIES","year":2013,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Physics; Astrophysics; Gravitational lens; Submillimeter Array; Astronomy; Galaxy; Redshift; Star formation; Millimeter; South Pole Telescope","authors":[{"name":"Manuel Aravena","is_ca":false},{"name":"Matthew Bayliss","is_ca":false},{"name":"M. S. Bothwell","is_ca":false},{"name":"M. Brodwin","is_ca":false},{"name":"C. De Breuck","is_ca":false},{"name":"T. de Haan","is_ca":true},{"name":"S. Hoover","is_ca":false},{"name":"K. Husband","is_ca":false},{"name":"R. Keisler","is_ca":false},{"name":"M. Lueker","is_ca":false},{"name":"D. Luong-Van","is_ca":false},{"name":"Matthew A. Malkan","is_ca":false},{"name":"V. J. McIntyre","is_ca":false},{"name":"J. Mehl","is_ca":false},{"name":"T. Natoli","is_ca":false},{"name":"S. Padin","is_ca":false},{"name":"T. Plagge","is_ca":false},{"name":"A. Rest","is_ca":false},{"name":"J. Ruel","is_ca":false},{"name":"Keren Sharon","is_ca":false},{"name":"L. Shaw","is_ca":true},{"name":"E. Shirokoff","is_ca":false},{"name":"B. Stalder","is_ca":false},{"name":"Z. Staniszewski","is_ca":false},{"name":"K. T. Story","is_ca":false},{"name":"K. Vanderlinde","is_ca":true},{"name":"N. Welikala","is_ca":false},{"name":"R. Williamson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01140322966628217,"gpt":0.1814799714348941,"spread":0.1700767417686119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001231238,0.0003334719,0.0004189301,0.0003042635,0.0006024817,0.00008914398,0.0005191212,0.00008478401,0.00153885],"category_scores_gemma":[0.00001220286,0.0003848436,0.0002684546,0.0007348179,0.0002336825,0.006124262,0.0002966505,0.000225583,0.0001909772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648567,"about_ca_system_score_gemma":0.0003305776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314287,"about_ca_topic_score_gemma":0.0002608492,"domain_scores_codex":[0.9981737,0.00008308567,0.0004004205,0.0003841073,0.0004241341,0.0005345925],"domain_scores_gemma":[0.9984482,0.0001034118,0.0004040959,0.0005604214,0.0003267012,0.000157189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005118302,0.0001846102,0.8805583,0.000040434,0.0001604722,1.814436e-7,0.0008238003,0.0001829027,0.0005176504,0.1136159,0.003844304,0.00002023263],"study_design_scores_gemma":[0.001397974,0.00007159106,0.9794951,0.00004346425,0.00007144399,0.000001722899,0.01300472,0.002466565,0.0002192038,0.002293067,0.0005451499,0.0003900094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942473,0.00002849012,0.000886397,0.0003201982,0.0002174795,0.0006634648,0.001514324,0.00005918042,0.002063188],"genre_scores_gemma":[0.9774968,0.000009072488,0.001064902,0.000002965141,0.0001137898,0.000007818715,0.0003827382,0.00003027188,0.02089164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113228,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951172215","doi":"","title":"HerMES: Deep galaxy number counts from a P(D) fluctuation analysis of SPIRE Science Demonstration Phase observations","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Spire (mollusc); Physics; Galaxy; Astrophysics; Astronomy; Confusion; Source counts; Redshift","authors":[{"name":"A. Conley","is_ca":false},{"name":"M. Béthermin","is_ca":false},{"name":"B. Altieri","is_ca":false},{"name":"A. Amblard","is_ca":false},{"name":"V. Arumugam","is_ca":false},{"name":"T. Babbedge","is_ca":false},{"name":"A. W. Blain","is_ca":false},{"name":"J. J. Bock","is_ca":false},{"name":"A. Boselli","is_ca":false},{"name":"V. Buat","is_ca":false},{"name":"N. Castro-Rodríguez","is_ca":false},{"name":"A. Cava","is_ca":false},{"name":"P. Chanial","is_ca":false},{"name":"D. L. Clements","is_ca":false},{"name":"L. Conversi","is_ca":false},{"name":"Asantha Cooray","is_ca":false},{"name":"C. D. Dowell","is_ca":false},{"name":"E. Dwek","is_ca":false},{"name":"S. Eales","is_ca":false},{"name":"D. Elbaz","is_ca":false},{"name":"T. P. Ellsworth-Bowers","is_ca":false},{"name":"M. Fox","is_ca":false},{"name":"A. Franceschini","is_ca":false},{"name":"W. K. Gear","is_ca":false},{"name":"Matt Griffin","is_ca":false},{"name":"M. Halpern","is_ca":false},{"name":"E. Hatziminaoglou","is_ca":true},{"name":"E. Ibar","is_ca":false},{"name":"K. G. Isaak","is_ca":false},{"name":"R. J. Ivison","is_ca":false},{"name":"G. Lagache","is_ca":false},{"name":"Glenn Laurent","is_ca":false},{"name":"L. Levenson","is_ca":false},{"name":"N. Lu","is_ca":false},{"name":"S. C. Madden","is_ca":false},{"name":"B. Maffei","is_ca":false},{"name":"G Mainetti","is_ca":false},{"name":"L. Marchetti","is_ca":false},{"name":"G. Marsden","is_ca":false},{"name":"H. T. Nguyen","is_ca":true},{"name":"B. O’Halloran","is_ca":false},{"name":"S. J. Oliver","is_ca":false},{"name":"A. Omont","is_ca":false},{"name":"M. J. Page","is_ca":false},{"name":"P. Panuzzo","is_ca":false},{"name":"Ανδρέας Παπαγεωργίου","is_ca":false},{"name":"C. P. Pearson","is_ca":false},{"name":"I. Pérez-Fournon","is_ca":true},{"name":"M. Pohlen","is_ca":false},{"name":"D. Rigopoulou","is_ca":false},{"name":"D. Rizzo","is_ca":false},{"name":"I. G. Roseboom","is_ca":false},{"name":"M. Rowan-Robinson","is_ca":false},{"name":"B. Schulz","is_ca":false},{"name":"N. Seymour","is_ca":true},{"name":"D. L. Shupe","is_ca":false},{"name":"A. J. Smith","is_ca":false},{"name":"J. A. Stevens","is_ca":false},{"name":"M. Symeonidis","is_ca":false},{"name":"M. Trichas","is_ca":false},{"name":"K. E. Tugwell","is_ca":false},{"name":"M. Vaccari","is_ca":false},{"name":"I. Valtchanov","is_ca":false},{"name":"J. D. Vieira","is_ca":false},{"name":"L. Vigroux","is_ca":false},{"name":"L. Wang","is_ca":false},{"name":"R. Ward","is_ca":false},{"name":"Gillian Wright","is_ca":false},{"name":"C. K. Xu","is_ca":false},{"name":"M. Zemcov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008385935714808761,"gpt":0.2154789139721675,"spread":0.2070929782573588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001231621,0.000116844,0.0001836534,0.0002836451,0.000402779,0.00004989808,0.0002576105,0.00004263742,0.001893561],"category_scores_gemma":[0.0000132229,0.0001387509,0.0001231711,0.001912115,0.0002340475,0.002273001,0.00005318051,0.0001112884,0.0000763952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002593,"about_ca_system_score_gemma":0.0002975541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005879391,"about_ca_topic_score_gemma":0.0005469928,"domain_scores_codex":[0.9990827,0.00002480185,0.0001799088,0.0002338539,0.000309924,0.0001688156],"domain_scores_gemma":[0.999121,0.00004314715,0.0002082741,0.0003013161,0.0002543569,0.00007190949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002161694,0.0001479423,0.906544,0.000003473455,0.0001869136,6.340692e-8,0.0005803154,0.0001270298,0.003124641,0.08885287,0.0002871586,0.00012397],"study_design_scores_gemma":[0.0006363385,0.00001209093,0.9530686,0.000004974849,0.0003267955,1.871222e-7,0.001454297,0.04250939,0.0001825388,0.001452744,0.0002131581,0.0001389102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862445,0.000002413226,0.009066551,0.00005708596,0.0001799125,0.0001634972,0.0009553774,0.0000243162,0.003306342],"genre_scores_gemma":[0.9967352,0.000001434304,0.001296207,0.000002708673,0.00005294925,0.00000140561,0.0005717814,0.00000626523,0.00133209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08740012,"threshold_uncertainty_score":0.9990188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206925436","doi":"","title":"Timing of high-dose methotrexate CNS prophylaxis in DLBCL: a multicenter international analysis of 1384 patients","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Methotrexate; Internal medicine; Primary central nervous system lymphoma; Diffuse large B-cell lymphoma; Oncology; Lymphoma; Gastroenterology; Urology","authors":[{"name":"Matthew R. Wilson","is_ca":false},{"name":"Toby A. Eyre","is_ca":false},{"name":"Amy A. Kirkwood","is_ca":false},{"name":"Nicole Wong Doo","is_ca":false},{"name":"Carole Soussain","is_ca":false},{"name":"Sylvain Choquet","is_ca":false},{"name":"Nicolás Martínez‐Calle","is_ca":false},{"name":"Gavin Preston","is_ca":false},{"name":"Matthew J. Ahearne","is_ca":false},{"name":"Elisabeth Schorb","is_ca":false},{"name":"Marie‐Pierre Moles‐Moreau","is_ca":false},{"name":"Matthew Ku","is_ca":false},{"name":"Chiara Rusconi","is_ca":false},{"name":"Jahanzaib Khwaja","is_ca":false},{"name":"Mayur Narkhede","is_ca":false},{"name":"Katharine L. Lewis","is_ca":false},{"name":"Teresa Calimeri","is_ca":false},{"name":"Éric Durot","is_ca":false},{"name":"Loïc Renaud","is_ca":false},{"name":"Andreas Kiesbye Øvlisen","is_ca":false},{"name":"Graham McIlroy","is_ca":false},{"name":"Timothy Ebsworth","is_ca":false},{"name":"Johnathan Elliot","is_ca":false},{"name":"Anna Santarsieri","is_ca":false},{"name":"Laure Ricard","is_ca":false},{"name":"Nimish Shah","is_ca":false},{"name":"Qin Liu","is_ca":true},{"name":"Adam Zayac","is_ca":false},{"name":"Francesco Vassallo","is_ca":false},{"name":"Laure Lebras","is_ca":false},{"name":"Louise Roulin","is_ca":false},{"name":"Naëlle Lombion","is_ca":false},{"name":"Kate Manos","is_ca":false},{"name":"Rubén Fernández","is_ca":false},{"name":"Nada Hamad","is_ca":false},{"name":"Alberto López‐García","is_ca":false},{"name":"Deirdre O’Mahony","is_ca":false},{"name":"Praveen Gounder","is_ca":false},{"name":"Nathalie Forgeard","is_ca":false},{"name":"Charlotte Lees","is_ca":false},{"name":"Kossi Agbétiafa","is_ca":false},{"name":"Tim Strüßmann","is_ca":false},{"name":"Thura Win Htut","is_ca":false},{"name":"Aline Clavert","is_ca":false},{"name":"Hamish W Scott","is_ca":false},{"name":"Anna Guidetti","is_ca":false},{"name":"Brett Barlow","is_ca":false},{"name":"Emmanuelle Tchernonog","is_ca":false},{"name":"Jeffery Smith","is_ca":false},{"name":"Fiona Miall","is_ca":false},{"name":"Christopher P. Fox","is_ca":false},{"name":"Chan Y. Cheah","is_ca":false},{"name":"Kate Cwynarski","is_ca":false},{"name":"Pam McKay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01089829831520731,"gpt":0.2278731553436927,"spread":0.2169748570284854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118145,0.0001372497,0.0005151369,0.0011783,0.00008379939,0.000005208768,0.0001921809,0.00003823112,0.0006050503],"category_scores_gemma":[0.00003403724,0.0001451552,0.000332911,0.001521955,0.00006132471,0.000252185,0.0003362483,0.0001061755,0.000002919951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006409651,"about_ca_system_score_gemma":0.0001047061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660811,"about_ca_topic_score_gemma":0.0004726542,"domain_scores_codex":[0.9986764,0.0001171179,0.000257275,0.0003083735,0.0004747193,0.0001660932],"domain_scores_gemma":[0.9991989,0.0001165109,0.0002361167,0.000272707,0.0001129053,0.00006291766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00307873,0.007244124,0.9776478,0.00006164979,0.003041952,0.0004521142,0.001278109,0.002529252,0.0003332348,0.001352615,0.0003487103,0.002631698],"study_design_scores_gemma":[0.01050859,0.0005158337,0.9768566,0.00004259628,0.001317605,0.000001971769,0.00205141,0.007608583,0.0003396192,0.000008707406,0.0006187539,0.0001297168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961996,0.00003067666,0.00005572372,0.0002238792,0.0001466224,0.0004342071,0.002326945,0.000009935936,0.0005723944],"genre_scores_gemma":[0.9972695,0.000026202,0.0004886833,0.00004762883,0.000006845869,0.000006096665,0.0003860114,0.00001098894,0.001758039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007429861,"threshold_uncertainty_score":0.6624877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123598483","doi":"","title":"Detection of a radial velocity gradient in the extended local disc with RAVE","year":2011,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Physics; Astrophysics; Radial velocity; Stars; Spiral galaxy; RADIUS; Milky Way; Disc; Astronomy; Vector field; Red clump; Galactic Center; Galaxy; Galaxy formation and evolution","authors":[{"name":"A. Siebert","is_ca":false},{"name":"Benoît Famaey","is_ca":false},{"name":"Ivan Minchev","is_ca":false},{"name":"G. M. Seabroke","is_ca":false},{"name":"James Binney","is_ca":false},{"name":"B. Burnett","is_ca":false},{"name":"K. C. Freeman","is_ca":false},{"name":"M. Williams","is_ca":false},{"name":"O. Bienaymé","is_ca":false},{"name":"Joss Bland‐Hawthorn","is_ca":false},{"name":"R. Campbell","is_ca":false},{"name":"J. P. Fulbright","is_ca":false},{"name":"B. K. Gibson","is_ca":false},{"name":"G. Gilmore","is_ca":false},{"name":"E. K. Grebel","is_ca":false},{"name":"A. Helmi","is_ca":false},{"name":"U. Munari","is_ca":false},{"name":"Julio F. Navarro","is_ca":true},{"name":"Q. A. Parker","is_ca":false},{"name":"W. Reid","is_ca":false},{"name":"A. Siviero","is_ca":false},{"name":"Matthias Steinmetz","is_ca":false},{"name":"Fred Watson","is_ca":false},{"name":"Rosemary F. Ġ. Wyse","is_ca":false},{"name":"T. Zwitter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009463522198830024,"gpt":0.1699514690405631,"spread":0.1604879468417331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016392,0.0001511704,0.0002253882,0.0001004066,0.0001909582,0.000009309637,0.0002075671,0.0000332655,0.00007601545],"category_scores_gemma":[0.000002471733,0.0001155953,0.00009316811,0.000347381,0.0002244812,0.0002966864,0.00005563655,0.0001525302,0.000008166348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004804878,"about_ca_system_score_gemma":0.00005430172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003660357,"about_ca_topic_score_gemma":0.00171879,"domain_scores_codex":[0.9991688,0.0001008075,0.0001080126,0.0002209055,0.0001828849,0.0002186614],"domain_scores_gemma":[0.9995257,0.00009468683,0.00009922037,0.0002098284,0.0000314551,0.00003914022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002910674,0.0008303704,0.935975,0.00003679682,0.0004259198,0.0001740059,0.01367417,0.00008155471,0.00002776966,0.03933164,0.000475898,0.006056217],"study_design_scores_gemma":[0.001964002,0.0002939419,0.9758531,0.00002162775,0.000134222,0.000008031459,0.01942383,0.0004606491,0.0003066565,0.0007854759,0.0005413879,0.0002070736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519215,0.00003439822,0.01255436,0.00005827055,0.0001568498,0.0003251516,0.00009378676,0.00001059147,0.03484509],"genre_scores_gemma":[0.9991432,0.000007561728,0.00008819572,0.00001754714,0.00004574472,0.000001632533,0.00001569638,0.000006404932,0.0006739725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04722174,"threshold_uncertainty_score":0.5533389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950976758","doi":"","title":"The properties of the local spiral arms from RAVE data: two-dimensional density wave approach","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Saint Mary's University","funders":"","keywords":"Physics; Perturbation (astronomy); Amplitude; Astrophysics; Radial velocity; Density wave theory; Stars; Rotational symmetry; Spiral galaxy; Milky Way; Classical mechanics; Astronomy; Mechanics; Optics","authors":[{"name":"A. Siebert","is_ca":false},{"name":"Benoît Famaey","is_ca":false},{"name":"James Binney","is_ca":false},{"name":"B. Burnett","is_ca":false},{"name":"Carole Faure","is_ca":false},{"name":"Ivan Minchev","is_ca":false},{"name":"M. Williams","is_ca":false},{"name":"O. Bienaymé","is_ca":false},{"name":"Joss Bland‐Hawthorn","is_ca":false},{"name":"C. Boeche","is_ca":false},{"name":"B. K. Gibson","is_ca":true},{"name":"E. K. Grebel","is_ca":false},{"name":"A. Helmi","is_ca":false},{"name":"A. Just","is_ca":false},{"name":"U. Munari","is_ca":false},{"name":"Julio F. Navarro","is_ca":true},{"name":"Q. A. Parker","is_ca":false},{"name":"W. Reid","is_ca":false},{"name":"G. M. Seabroke","is_ca":false},{"name":"A. Siviero","is_ca":false},{"name":"Matthias Steinmetz","is_ca":false},{"name":"T. Zwitter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405679828167312,"gpt":0.1871903951285991,"spread":0.1631335968469259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817646,0.0002049109,0.0002751309,0.00002782375,0.0007493892,0.00002906806,0.0005499917,0.00004215114,0.00004228168],"category_scores_gemma":[0.000009923904,0.0001268982,0.0001444874,0.0001797929,0.0005066408,0.0006599704,0.000880005,0.0002221133,0.00002064516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004468422,"about_ca_system_score_gemma":0.0001032567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833375,"about_ca_topic_score_gemma":0.0001691386,"domain_scores_codex":[0.9987176,0.0001479448,0.000147145,0.0002908794,0.0003393106,0.0003571105],"domain_scores_gemma":[0.9988165,0.0001894997,0.0001491822,0.0007111301,0.00005988888,0.00007376317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005075647,0.0003200492,0.9765275,0.00001610891,0.0007187858,0.000005598777,0.001409826,0.0002868795,0.00009514474,0.01065489,0.008625313,0.0008323914],"study_design_scores_gemma":[0.003020018,0.00005503245,0.953343,0.00006775025,0.0007412074,0.00001188233,0.02254489,0.01007078,0.001735318,0.0006584341,0.007106267,0.0006453635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875218,0.0004853307,0.00117128,0.0002969068,0.0007187116,0.000338046,0.0006386288,0.00001366425,0.008815578],"genre_scores_gemma":[0.9958801,0.000006177345,0.0001690384,0.00005389281,0.0003109416,6.86539e-7,0.000130587,0.00001010935,0.003438521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318439,"threshold_uncertainty_score":0.5763772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224223066","doi":"","title":"The diagnostic performance of novel skin-based in-vivo tests for tuberculosis infection compared with purified protein derivative tuberculin skin tests and blood-based in vitro interferon-γ release assays: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tuberculosis; Medicine; Tuberculin; Purified protein derivative; Meta-analysis; Systematic review; Skin test; Population; Immunology; Internal medicine; MEDLINE; Pathology; Environmental health; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04890161421975311,"gpt":0.2981220629185079,"spread":0.2492204486987548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002018708,0.0007148556,0.007008606,0.00143421,0.0003124126,0.00003804033,0.0003657601,0.000244116,0.00004665796],"category_scores_gemma":[0.003241297,0.0004901666,0.001249972,0.003339497,0.0003881918,0.0003334111,0.000211954,0.0008082157,9.746584e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871732,"about_ca_system_score_gemma":0.0008035318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519218,"about_ca_topic_score_gemma":0.003285499,"domain_scores_codex":[0.9949194,0.001827624,0.001179037,0.000955013,0.0005161955,0.0006027828],"domain_scores_gemma":[0.9887649,0.00898249,0.0009637879,0.0008455543,0.0002159893,0.0002272183],"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":[0.002802824,0.001928861,0.00113825,0.9364542,0.055916,0.0002269175,0.0001256506,0.0006392528,0.00002818869,0.0001232963,0.0001580017,0.000458514],"study_design_scores_gemma":[0.01145014,0.003810564,0.001905766,0.08964947,0.8657329,0.000181333,0.0004619585,0.02022945,0.0001121356,0.000005633783,0.004826279,0.001634341],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07191749,0.9053988,0.0002659531,0.001033957,0.00001809266,0.01876787,0.002532091,0.00003224263,0.00003345985],"genre_scores_gemma":[0.1391069,0.8569219,0.0005723595,0.000290062,0.00001291259,0.002094629,0.0005328763,0.00007606093,0.0003923715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8468048,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200140361","doi":"","title":"USPSTF2013 versus PLCOm2012 lung cancer screening eligibility criteria (International Lung Screening Trial): interim analysis of a prospective cohort study","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Alberta; Centre for Advancing Health Outcomes; Spinal Cord Injury BC; University of British Columbia; Vancouver Coastal Health; University of Calgary; Foothills Medical Centre; Simon Fraser University; Brock University","funders":"Cancer Research UK","keywords":"Medicine; Lung cancer screening; Interim; Lung cancer; National Lung Screening Trial; Interim analysis; Prospective cohort study; Retrospective cohort study; Cohort; Cohort study; Categorical variable; Task force; Internal medicine; Clinical trial; Intensive care medicine; Statistics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02181768236603097,"gpt":0.3359972387666454,"spread":0.3141795564006144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004742827,0.0003039763,0.0009664329,0.0007986582,0.0004926324,0.00004531664,0.0003940365,0.00005960985,0.002857004],"category_scores_gemma":[0.00004765292,0.0003309531,0.0006229086,0.001731957,0.0001028664,0.0007030693,0.0006942721,0.0003022995,0.000001451553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578157,"about_ca_system_score_gemma":0.0002914761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007530026,"about_ca_topic_score_gemma":0.002373264,"domain_scores_codex":[0.9971808,0.0002613696,0.0003985522,0.000854345,0.0009603126,0.0003446735],"domain_scores_gemma":[0.9983971,0.0002118047,0.0003645379,0.0006142451,0.0002555338,0.0001568333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07424532,0.002409136,0.8967297,0.00004267875,0.02012187,0.0002539494,0.001229154,0.001192133,0.0000372977,0.0003605283,0.003249973,0.0001282773],"study_design_scores_gemma":[0.06455974,0.001543437,0.8897318,0.00007944754,0.01368051,0.000003750519,0.009364178,0.02006477,0.00004686401,0.00000313925,0.0005876261,0.0003347622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894875,0.0002870514,0.0009493891,0.0006239034,0.0009491384,0.003224786,0.002814584,0.00006353096,0.001600142],"genre_scores_gemma":[0.995805,0.00007125214,0.0003381079,0.00006901436,0.0001018063,0.0001402524,0.0003000666,0.00002682752,0.003147717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01887264,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W610479274","doi":"","title":"The Second Palestinian Intifada: Civil Resistance","year":2010,"lang":"en","type":"book","venue":"UCL Discovery (University College London)","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Resistance (ecology); Politics; Political science; Spanish Civil War; Political mobilization; Political economy; Identity (music); Public administration; Sociology; Law; Art","authors":[{"name":"Julie Norman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118672444828827,"gpt":0.207406955502954,"spread":0.1962202310546657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005832945,0.0003969239,0.0005076367,0.0001676941,0.004086072,0.0002361244,0.001340867,0.0005709244,0.0002322371],"category_scores_gemma":[0.0001594098,0.0003834258,0.000350701,0.000352443,0.001871698,0.0008411903,0.0004880805,0.001011533,0.0003351244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005860037,"about_ca_system_score_gemma":0.002063831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734794,"about_ca_topic_score_gemma":0.6576104,"domain_scores_codex":[0.9974239,0.0002266471,0.0002318104,0.0006364681,0.00073928,0.0007418398],"domain_scores_gemma":[0.9979137,0.0005891618,0.0003804603,0.0006542488,0.0002377115,0.0002247121],"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":[0.0001333751,0.00003235773,0.000290063,0.00007194468,0.0001826074,0.0002679026,0.001931321,9.211741e-8,0.000004649305,0.6920937,0.3032042,0.001787764],"study_design_scores_gemma":[0.0004437591,0.00002269439,0.0005948648,0.0001255165,0.00009386438,0.000001869173,0.008702275,6.683441e-7,0.000001392092,0.009818992,0.9797329,0.0004611614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003418259,0.0035127,0.0000350372,0.001872023,0.002072234,0.0006437373,0.002038435,0.0001259764,0.9862816],"genre_scores_gemma":[0.01143251,0.0008887228,0.0000483049,0.0001717578,0.0007503179,0.000002482917,0.00004359803,0.00003932043,0.986623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6822748,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3106593475","doi":"10.3929/ethz-b-000458288","title":"Quantum reference frames for general symmetry groups","year":2020,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Mathematical Analysis and Transform Methods","field":"Mathematics","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Perimeter Institute","funders":"","keywords":"Reference frame; Quantum; Frame of reference; Computer science; Pure mathematics; Algorithm; Mathematics; Algebra over a field; Frame (networking); Physics; Quantum mechanics","authors":[{"name":"Anne-Catherine de la Hamette","is_ca":true},{"name":"Thomas D. Galley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06245420023469828,"gpt":0.2861083506316955,"spread":0.2236541503969972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002797942,0.0002622028,0.0006242346,0.0001187681,0.0003009112,0.00005401044,0.0004755349,0.0001602422,0.0002919766],"category_scores_gemma":[0.0002761121,0.0002454005,0.0004261403,0.0006264444,0.00009395551,0.0006284987,0.0001285835,0.0002332602,0.00004114912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006287365,"about_ca_system_score_gemma":0.00007213341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768244,"about_ca_topic_score_gemma":0.00003772552,"domain_scores_codex":[0.9984152,0.000126666,0.0002817056,0.0004675277,0.0003274122,0.0003815063],"domain_scores_gemma":[0.9984571,0.000733729,0.0001381462,0.0003296928,0.00009977797,0.0002415114],"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":[0.000225048,0.0001512614,0.00007915442,0.0003812685,0.0001780661,0.00003496784,0.0003418437,0.000003682123,0.0003055887,0.9919085,0.006092539,0.0002981017],"study_design_scores_gemma":[0.003698921,0.0005564307,0.0004706058,0.0001157155,0.001060715,0.000012885,0.004724452,0.07078265,0.001099174,0.8729348,0.04343186,0.001111833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4528805,0.00004916674,0.535103,0.002993982,0.00008518407,0.0005578429,0.001003483,0.0001419926,0.007184914],"genre_scores_gemma":[0.8569565,0.00006010703,0.129895,0.0007039091,0.000181654,0.000006017179,0.00005721597,0.00004823133,0.01209135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4052079,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226031628","doi":"","title":"","year":2022,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Delirium; Cognitive impairment; Baseline (sea); Cognition; Term (time); Medicine; Prospective cohort study; Population; Psychology; Gerontology; Psychiatry; Internal medicine; Political science; Environmental health","authors":[{"name":"Alex Tsui","is_ca":false},{"name":"Samuel D. Searle","is_ca":true},{"name":"Helen Bowden","is_ca":false},{"name":"Katrin Hoffmann","is_ca":false},{"name":"Joanne Hornby","is_ca":false},{"name":"Arley Goslett","is_ca":false},{"name":"Maryse Weston-Clarke","is_ca":false},{"name":"Lee Hamill Howes","is_ca":false},{"name":"Rebecca E Street","is_ca":false},{"name":"Rachel Perera","is_ca":false},{"name":"Kayvon Taee","is_ca":false},{"name":"Christoph Kustermann","is_ca":false},{"name":"Petronella Chitalu","is_ca":false},{"name":"Benjamin Razavi","is_ca":false},{"name":"Francesco Magni","is_ca":false},{"name":"Devajit Das","is_ca":false},{"name":"Sung J. Kim","is_ca":false},{"name":"Nish Chaturvedi","is_ca":false},{"name":"Elizabeth L Sampson","is_ca":false},{"name":"Kenneth Rockwood","is_ca":true},{"name":"Colm Cunningham","is_ca":false},{"name":"Sarah Richardson","is_ca":false},{"name":"Carol Brayne","is_ca":false},{"name":"Graciela Muñiz‐Terrera","is_ca":false},{"name":"Zoë Tieges","is_ca":false},{"name":"Alasdair M. J. MacLullich","is_ca":false},{"name":"Daniel Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008628377852217916,"gpt":0.2035213520656943,"spread":0.1948929742134764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003387233,0.000519926,0.0008501605,0.001264816,0.002464166,0.00003662263,0.0006386145,0.0001165558,0.000815313],"category_scores_gemma":[0.0009115381,0.0006737353,0.0007851663,0.002783572,0.0004852749,0.001615581,0.001450438,0.001173825,0.00003515157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749513,"about_ca_system_score_gemma":0.0008914288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005792559,"about_ca_topic_score_gemma":0.0002392372,"domain_scores_codex":[0.995791,0.0005100391,0.0003241419,0.001099225,0.001274991,0.001000557],"domain_scores_gemma":[0.9949626,0.0003309414,0.0002412817,0.0008376631,0.003190293,0.0004372414],"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":[0.09553042,0.008193223,0.2284245,0.0006188338,0.004446999,0.09815978,0.01321162,0.001943868,0.05033305,0.2371152,0.259315,0.00270749],"study_design_scores_gemma":[0.0324542,0.004964228,0.192155,0.0001334663,0.001442827,0.002658805,0.6464973,0.001752818,0.001345966,0.0005548444,0.1142182,0.001822309],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661521,0.0001453958,0.00152229,0.01846489,0.0005786638,0.00174216,0.003712813,0.0002822943,0.007399367],"genre_scores_gemma":[0.9256198,0.00003356662,0.0002431335,0.03232618,0.00006726718,0.00001523698,0.0005777727,0.00007293381,0.0410441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6332857,"threshold_uncertainty_score":0.9995714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028213535","doi":"","title":"Herschel reveals a Tdust-unbiased selection of z~ 2 ultraluminous infrared galaxies","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Physics; Luminous infrared galaxy; Astrophysics; Galaxy; Star formation; Astronomy; Infrared; Spectral energy distribution; Population","authors":[{"name":"G. Magdis","is_ca":false},{"name":"D. Elbaz","is_ca":false},{"name":"Ho Seong Hwang","is_ca":false},{"name":"A. Amblard","is_ca":false},{"name":"V. Arumugam","is_ca":false},{"name":"A. W. Blain","is_ca":false},{"name":"J. Böck","is_ca":false},{"name":"A. Boselli","is_ca":false},{"name":"V. Buat","is_ca":false},{"name":"N. Castro-Rodríguez","is_ca":false},{"name":"A. Cava","is_ca":false},{"name":"P. Chanial","is_ca":false},{"name":"D. L. Clements","is_ca":false},{"name":"A. Conley","is_ca":false},{"name":"L. Conversi","is_ca":false},{"name":"Asantha Cooray","is_ca":false},{"name":"C. D. Dowell","is_ca":false},{"name":"E. Dwek","is_ca":false},{"name":"S. Eales","is_ca":false},{"name":"D. Farrah","is_ca":false},{"name":"A. Franceschini","is_ca":false},{"name":"J. Glenn","is_ca":false},{"name":"M. Griffin","is_ca":false},{"name":"M. Halpern","is_ca":true},{"name":"E. Hatziminaoglou","is_ca":false},{"name":"J. S. Huang","is_ca":false},{"name":"E. Ibar","is_ca":false},{"name":"K. G. Isaak","is_ca":false},{"name":"E. Le Floc’h","is_ca":false},{"name":"G. Lagache","is_ca":false},{"name":"L. Levenson","is_ca":false},{"name":"Carol J. Lonsdale","is_ca":false},{"name":"N. Lu","is_ca":false},{"name":"S. C. Madden","is_ca":false},{"name":"B. Maffei","is_ca":false},{"name":"G Mainetti","is_ca":false},{"name":"L. Marchetti","is_ca":false},{"name":"G. Morrison","is_ca":false},{"name":"H. T. Nguyen","is_ca":false},{"name":"B. O’Halloran","is_ca":false},{"name":"Seb Oliver","is_ca":false},{"name":"A. Omont","is_ca":false},{"name":"F. N. Owen","is_ca":false},{"name":"M. J. Page","is_ca":false},{"name":"M. Pannella","is_ca":false},{"name":"P. Panuzzo","is_ca":false},{"name":"A. Papageorgiou","is_ca":false},{"name":"C. P. Pearson","is_ca":true},{"name":"I. Pérez-Fournon","is_ca":false},{"name":"M. Pohlen","is_ca":false},{"name":"D. Rigopoulou","is_ca":false},{"name":"D. Rizzo","is_ca":false},{"name":"I. G. Roseboom","is_ca":false},{"name":"M. Rowan-Robinson","is_ca":false},{"name":"B. Schulz","is_ca":false},{"name":"D. Scott","is_ca":true},{"name":"N. Seymour","is_ca":false},{"name":"D. L. Shupe","is_ca":false},{"name":"A. J. Smith","is_ca":false},{"name":"J. A. Stevens","is_ca":false},{"name":"V. Strazzullo","is_ca":false},{"name":"M. Symeonidis","is_ca":false},{"name":"M. Trichas","is_ca":false},{"name":"K. E. Tugwell","is_ca":false},{"name":"M. Vaccari","is_ca":false},{"name":"I. Valtchanov","is_ca":false},{"name":"L. Vigroux","is_ca":false},{"name":"L. Wang","is_ca":false},{"name":"Gillian Wright","is_ca":false},{"name":"C. K. Xu","is_ca":false},{"name":"M. Zemcov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005274783503813142,"gpt":0.1809500080117128,"spread":0.1756752245078996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001650371,0.0002440546,0.0003379917,0.0002955162,0.0004192687,0.00004357525,0.000342227,0.0001086816,0.001152212],"category_scores_gemma":[0.00002038426,0.0002945068,0.0002086537,0.0007746431,0.0001992731,0.002024445,0.0000892221,0.000328688,0.00007030521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117632,"about_ca_system_score_gemma":0.0002670162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007312094,"about_ca_topic_score_gemma":0.0002322392,"domain_scores_codex":[0.9986621,0.00008305044,0.0002768184,0.0003136471,0.0002930025,0.0003713663],"domain_scores_gemma":[0.9988565,0.00008002537,0.0003288796,0.0003623035,0.0002414022,0.0001308397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230367,0.0002115218,0.9529705,0.00003435292,0.000114194,1.843119e-7,0.0008749348,0.00002927639,0.007628415,0.03346422,0.004522451,0.00002687596],"study_design_scores_gemma":[0.001421214,0.00008689231,0.9900821,0.00002077081,0.00006781896,0.000004039121,0.003189459,0.0008048068,0.001750303,0.001459785,0.0008012771,0.000311492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941387,0.00000627613,0.0007250237,0.00009025943,0.0002799006,0.0003934193,0.0005410761,0.00007477493,0.003750566],"genre_scores_gemma":[0.9785523,0.000002818564,0.0007682794,0.000002710477,0.0001372333,0.000003223503,0.000141756,0.00002132307,0.0203704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03711161,"threshold_uncertainty_score":0.9999507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121399616","doi":"","title":"The spectral variability and magnetic field characteristics of the Of?p star HD 148937","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Physics; Astrophysics; Magnetic field; Zeeman effect; Context (archaeology); Rotation period; Spectral line; Stars; Astronomy","authors":[{"name":"J. Grunhut","is_ca":true},{"name":"F. Martins","is_ca":false},{"name":"V. Pétit","is_ca":false},{"name":"S. Bagnulo","is_ca":false},{"name":"Yaël Nazé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004842598892023532,"gpt":0.168895394153526,"spread":0.1640527952615025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001679256,0.0001106938,0.0002041903,0.00002057511,0.0002814446,0.00001118708,0.0001981743,0.00003090091,0.0001279725],"category_scores_gemma":[0.00002539123,0.00007799872,0.00009580255,0.00013489,0.0002129903,0.000198476,0.0001649534,0.0001180309,0.000002637387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001541316,"about_ca_system_score_gemma":0.00004159372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565156,"about_ca_topic_score_gemma":0.00003027562,"domain_scores_codex":[0.9993121,0.00009531404,0.0001282118,0.000118233,0.0001378495,0.0002083087],"domain_scores_gemma":[0.9989113,0.000602157,0.0001290402,0.0002773861,0.00003677438,0.00004334898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104108,0.00007894374,0.9645252,0.00002173452,0.0000793758,6.729385e-7,0.0004583881,6.196653e-7,0.00002200001,0.03317126,0.0007840018,0.0007474294],"study_design_scores_gemma":[0.0003482125,0.00007184521,0.9941491,0.00001172683,0.0001277131,0.00000109114,0.00145917,0.00005823594,0.0001322609,0.0005602434,0.002985123,0.00009526627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808625,0.0001259795,0.0001358959,0.0003331265,0.0003992903,0.0001857761,0.000237829,0.000004276767,0.01771532],"genre_scores_gemma":[0.9966981,0.0000435244,0.00005146915,0.0000203203,0.00009831494,3.08006e-7,0.000005867513,0.00000418357,0.003077865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03261101,"threshold_uncertainty_score":0.3180696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123397167","doi":"","title":"Nondiscriminatory propagation on trees","year":2008,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":55,"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":"Vertex (graph theory); Combinatorics; Binary tree; Mathematics; Cardinality (data modeling); Connection (principal bundle); Discrete mathematics; Network packet; Graph; Computer science; Geometry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01219749671572872,"gpt":0.1826606770147534,"spread":0.1704631802990246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008660291,0.0001572386,0.0001516499,0.0004674272,0.0005969447,0.0000525411,0.0007260463,0.00006854303,0.00003912376],"category_scores_gemma":[0.000009979096,0.000164101,0.000152164,0.000931196,0.0001284931,0.003809557,0.0001613257,0.0001391711,0.0002926221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009886597,"about_ca_system_score_gemma":0.0001369833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479754,"about_ca_topic_score_gemma":0.00002973682,"domain_scores_codex":[0.9988799,0.00006544607,0.000129725,0.000290933,0.0003885248,0.0002454674],"domain_scores_gemma":[0.9992117,0.0000447549,0.0001063323,0.0004587839,0.00006975576,0.0001087058],"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":[0.00007328206,0.0001540264,0.0005694624,0.00001248588,0.00002083924,0.0001807227,0.001353456,0.00009264109,0.0001406205,0.9808879,0.0155559,0.0009586013],"study_design_scores_gemma":[0.0124463,0.002499263,0.5155541,0.0002474734,0.0001105035,0.0005118486,0.01097847,0.1768805,0.008012534,0.01052614,0.2585544,0.003678491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857061,0.00002229921,0.1643998,0.001143592,0.0003969765,0.0003208169,0.00008303722,0.0003264048,0.04760102],"genre_scores_gemma":[0.9909508,0.00003455264,0.001358771,0.0005307465,0.00002263432,0.000001182795,0.00001376634,0.000006172375,0.007081433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9703618,"threshold_uncertainty_score":0.6691846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103113870","doi":"","title":"CARBON-RICH DUST PAST THE ASYMPTOTIC GIANT BRANCH: ALIPHATICS, AROMATICS, AND FULLERENES IN THE MAGELLANIC CLOUDS","year":2014,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Fullerene; Spectral line; Astrophysics; Feature (linguistics); Carbon fibers; Line-of-sight; Line (geometry); Infrared; Physics; Chemistry; Analytical Chemistry (journal); Materials science; Astronomy; Organic chemistry; Mathematics; Geometry; Composite number","authors":[{"name":"E. Lagadec","is_ca":false},{"name":"M. Matsuura","is_ca":false},{"name":"Kevin Volk","is_ca":false},{"name":"E. Peeters","is_ca":true},{"name":"J. Cami","is_ca":true},{"name":"J. Bernard‐Salas","is_ca":false},{"name":"F. Kemper","is_ca":false},{"name":"R. Sahai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006277532492098677,"gpt":0.1786046262728533,"spread":0.1723270937807546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002164224,0.0002014516,0.000261509,0.00006656419,0.0004979519,0.00009857408,0.0003447741,0.00003171228,0.000030203],"category_scores_gemma":[0.000005095942,0.000139821,0.00009014277,0.0003277261,0.0001811725,0.0002877935,0.0001938043,0.0001786732,0.00001713477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002979409,"about_ca_system_score_gemma":0.00003444376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267206,"about_ca_topic_score_gemma":0.0001547595,"domain_scores_codex":[0.9989349,0.000173704,0.000174481,0.0002087345,0.0002318949,0.0002762931],"domain_scores_gemma":[0.9992102,0.0002342242,0.0001334409,0.0003361043,0.00004347519,0.00004252766],"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":[0.0001658513,0.0005313896,0.1094704,0.0001034941,0.0005379368,0.00002304723,0.01532886,0.0007902028,0.0001289665,0.8573264,0.01027066,0.005322753],"study_design_scores_gemma":[0.009325372,0.0005851391,0.5873812,0.0002298719,0.0007234307,0.00001706889,0.2272434,0.08810327,0.0001214085,0.0474731,0.03677192,0.002024839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816386,0.00004576478,0.004868137,0.001522813,0.0001391171,0.0002940185,0.0001896898,0.00001352323,0.01128839],"genre_scores_gemma":[0.9978769,0.00001629269,0.00008358975,0.0001019052,0.0001726036,0.000002308477,0.00002360972,0.00001076318,0.001712068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8098533,"threshold_uncertainty_score":0.5701733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135415545","doi":"","title":"A search for new members of the β Pictoris, Tucana–Horologium and ε Cha moving groups in the RAVE data base","year":2011,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","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 Victoria","funders":"","keywords":"Physics; Stars; Neighbourhood (mathematics); Astrophysics; High resolution; Brown dwarf; Astronomy; Exoplanet; Radial velocity; Geography; Remote sensing","authors":[{"name":"L. L. Kiss","is_ca":false},{"name":"A. Moór","is_ca":false},{"name":"Tamás Szalai","is_ca":false},{"name":"J. Kovács","is_ca":false},{"name":"Daniel Bayliss","is_ca":false},{"name":"G. Gilmore","is_ca":false},{"name":"O. Bienaymé","is_ca":false},{"name":"James Binney","is_ca":false},{"name":"Joss Bland‐Hawthorn","is_ca":false},{"name":"R. Campbell","is_ca":false},{"name":"K. C. Freeman","is_ca":false},{"name":"J. P. Fulbright","is_ca":false},{"name":"B. K. Gibson","is_ca":false},{"name":"E. K. Grebel","is_ca":false},{"name":"A. Helmi","is_ca":false},{"name":"U. Munari","is_ca":false},{"name":"Julio F. Navarro","is_ca":true},{"name":"Q. A. Parker","is_ca":false},{"name":"W. Reid","is_ca":false},{"name":"G. M. Seabroke","is_ca":false},{"name":"A. Siebert","is_ca":false},{"name":"A. Siviero","is_ca":false},{"name":"M. Steinmetz","is_ca":false},{"name":"F. G. Watson","is_ca":false},{"name":"Matthew D. Williams","is_ca":false},{"name":"T. Zwitter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03400472476719486,"gpt":0.2124712655516748,"spread":0.1784665407844799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483135,0.0001318872,0.0002041872,0.00006124161,0.0002508718,0.00001658651,0.0006415032,0.00003530966,0.00007933054],"category_scores_gemma":[0.00001263304,0.00009489546,0.00006919873,0.0002387979,0.0001375058,0.0003722569,0.0004129282,0.0001430451,0.000001367563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002149304,"about_ca_system_score_gemma":0.0001151409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120827,"about_ca_topic_score_gemma":0.001736213,"domain_scores_codex":[0.9991285,0.0001043596,0.0001031702,0.0002738171,0.0001542309,0.0002358785],"domain_scores_gemma":[0.9990112,0.0003413658,0.00007672887,0.0005010352,0.0000252838,0.00004445354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711547,0.00008425589,0.965279,0.00002596519,0.000143362,0.000009758421,0.004803651,0.0000116408,0.000007428111,0.02061815,0.008378774,0.0003667932],"study_design_scores_gemma":[0.002154001,0.0001170605,0.958355,0.00003160757,0.0002211287,0.000003532575,0.03286444,0.001258962,0.00009961475,0.0008959257,0.0037685,0.000230245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770735,0.0001919666,0.001235042,0.0008387672,0.000316448,0.0007321996,0.0008633576,0.000007971142,0.01874074],"genre_scores_gemma":[0.9979347,0.00002894771,0.0001809326,0.00006730512,0.0001027262,9.210848e-7,0.00005264395,0.00000657683,0.001625226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806079,"threshold_uncertainty_score":0.9953762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102074691","doi":"","title":"Pretty good state transfer in qubit chains-The Heisenberg Hamiltonian","year":2017,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo; Royal Society","keywords":"Hamiltonian (control theory); Quantum mechanics; Qubit; Heisenberg model; Physics; Mathematical physics; Theoretical physics; Classical mechanics; Mathematics; Quantum; Mathematical optimization; Ferromagnetism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007956952491665743,"gpt":0.1900340157779627,"spread":0.1820770632862969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002920273,0.0002055644,0.0002257944,0.0002853393,0.001162388,0.0004398304,0.002425264,0.0000799313,0.00002739737],"category_scores_gemma":[0.00001342498,0.0001883357,0.0002017597,0.0005410244,0.0002425413,0.005500364,0.0003885957,0.0002686136,0.00008550788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009564711,"about_ca_system_score_gemma":0.0001592894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004113934,"about_ca_topic_score_gemma":0.002718733,"domain_scores_codex":[0.9985532,0.0001045118,0.0001939905,0.0003568042,0.0003655546,0.0004259832],"domain_scores_gemma":[0.9984114,0.00005685435,0.0001093203,0.001240221,0.00005699153,0.0001252105],"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":[0.0001340014,0.0001450621,0.006710017,0.00003088903,0.00005860019,0.0002115591,0.004260278,0.0001326114,0.00009280875,0.9830799,0.002238587,0.002905756],"study_design_scores_gemma":[0.008556511,0.0003403211,0.7222293,0.0001624435,0.00004969751,0.00005483705,0.00395393,0.113126,0.0007862097,0.00656636,0.1426167,0.001557727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575079,0.00004647269,0.1079388,0.007105085,0.0005010843,0.0005777191,0.0002544001,0.0001398448,0.02592876],"genre_scores_gemma":[0.9909599,0.00007607989,0.0004021175,0.000522382,0.00001827613,0.00000224778,0.000005360683,0.00000828524,0.008005296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9765134,"threshold_uncertainty_score":0.8940265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200432524","doi":"","title":"Mandatory COVID-19 vaccination and human rights","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Human Rights and Development","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Arts and Humanities Research Council; Max-Planck-Gesellschaft; Leverhulme Trust","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Vaccination; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus Infections; Human rights; Medicine; Political science; Outbreak; Law; Infectious disease (medical specialty); Pathology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177700186793763,"gpt":0.2632312959096994,"spread":0.2454612772303231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002523511,0.0001104331,0.0001588058,0.0001448463,0.003279706,0.000110242,0.0001808396,0.00009775399,0.002002444],"category_scores_gemma":[0.00002436006,0.0001164854,0.00005988541,0.0003435914,0.0001524622,0.001033749,0.0001397433,0.00009808392,0.00004485523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005018473,"about_ca_system_score_gemma":0.0006101825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188408,"about_ca_topic_score_gemma":0.05235291,"domain_scores_codex":[0.9987792,0.0002114875,0.00009727947,0.0003403445,0.0003230287,0.0002486737],"domain_scores_gemma":[0.9993282,0.00007991485,0.00006245531,0.0001606376,0.00008647249,0.0002823535],"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":[0.00002286375,0.00007142001,0.002095242,0.00001800642,0.00003120265,0.0005356595,0.00471773,0.000002107299,0.00002763401,0.9725636,0.01983146,0.00008304185],"study_design_scores_gemma":[0.001122696,0.00002196297,0.02846331,0.00001054307,0.00003045114,0.000005771921,0.007196668,0.000007882703,0.00004462661,0.01534564,0.9474947,0.0002556948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022018,0.0000732719,0.0007810712,0.002766047,0.0002392482,0.0002319877,0.0001269,0.00009304491,0.09348666],"genre_scores_gemma":[0.8259022,0.00003730263,0.0001763736,0.0003314676,0.00006517606,5.507436e-7,0.00003588317,0.000005073324,0.1734459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.957218,"threshold_uncertainty_score":0.9989099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103567708","doi":"","title":"UNUSUAL DUST EMISSION FROM PLANETARY NEBULAE IN THE MAGELLANIC CLOUDS","year":2009,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Planetary nebula; Astrophysics; Physics; Large Magellanic Cloud; Spectral line; Emission spectrum; Astronomy; Small Magellanic Cloud; Galaxy; Stars","authors":[{"name":"J. Bernard‐Salas","is_ca":false},{"name":"E. Peeters","is_ca":true},{"name":"S. Gutenkunst","is_ca":false},{"name":"M. Matsuura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006707011125295864,"gpt":0.1886378970523297,"spread":0.1819308859270339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006572087,0.0001674008,0.0002062468,0.00006869308,0.0003369935,0.00004711934,0.0003165099,0.00003674938,0.0001598445],"category_scores_gemma":[0.000001149528,0.0001410686,0.0001130792,0.0003228063,0.00004511693,0.0005402446,0.00007875523,0.0002119388,0.00006701545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902134,"about_ca_system_score_gemma":0.00004628097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006628688,"about_ca_topic_score_gemma":0.00003943317,"domain_scores_codex":[0.9991291,0.00007581233,0.0001307114,0.0002156846,0.0002114406,0.0002372941],"domain_scores_gemma":[0.9995384,0.00006766692,0.0000839422,0.0002407742,0.00002135337,0.00004786099],"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":[0.002203403,0.002505257,0.1480689,0.00003191803,0.0006570476,0.0007650176,0.0173515,0.002101243,0.001425227,0.5739696,0.2235097,0.02741119],"study_design_scores_gemma":[0.007414881,0.0005164898,0.7742293,0.0001179981,0.0002321247,0.000004665942,0.09535734,0.009263273,0.0002177682,0.03006232,0.08126436,0.001319492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760194,0.00003660934,0.002028027,0.0008561185,0.00009119682,0.0001799892,0.001420398,0.00001821389,0.01935008],"genre_scores_gemma":[0.9960433,0.000008584104,0.00008650189,0.000165405,0.0001564532,3.907806e-7,0.0003263703,0.000005238214,0.003207789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6261604,"threshold_uncertainty_score":0.5752612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1874061277","doi":"","title":"The dust and gas properties of M83","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Astrophysics; Spiral galaxy; Metallicity; Star formation; Dust lane; Galaxy; Barred spiral galaxy; Extinction (optical mineralogy); Astronomy; Lenticular galaxy; Optics","authors":[{"name":"K. Foyle","is_ca":true},{"name":"C. D. Wilson","is_ca":true},{"name":"G. J. Bendo","is_ca":false},{"name":"A. Dariush","is_ca":false},{"name":"T. J. Parkin","is_ca":true},{"name":"M. Pohlen","is_ca":false},{"name":"M. Sauvage","is_ca":false},{"name":"H. Roussel","is_ca":false},{"name":"M. Baes","is_ca":false},{"name":"M. Boquien","is_ca":false},{"name":"A. Boselli","is_ca":false},{"name":"D. L. Clements","is_ca":false},{"name":"A. Cooray","is_ca":false},{"name":"J. I. Davies","is_ca":false},{"name":"S. A. Eales","is_ca":false},{"name":"S. C. Madden","is_ca":false},{"name":"K. L. Page","is_ca":false},{"name":"L. Spinoglio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007507844902309082,"gpt":0.163104363466818,"spread":0.1555965185645089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309275,0.0001143533,0.0001357173,0.00006068089,0.0005447573,0.00002946723,0.0001776136,0.00002572326,0.00006577224],"category_scores_gemma":[0.000004607275,0.000093893,0.00006541151,0.0002033241,0.0002165354,0.001624724,0.0001469715,0.00008329741,0.0000257182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655862,"about_ca_system_score_gemma":0.00006637309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003108863,"about_ca_topic_score_gemma":0.00003934643,"domain_scores_codex":[0.9993173,0.00005403331,0.0001141364,0.0001064046,0.0001472297,0.0002608777],"domain_scores_gemma":[0.9995021,0.00003605864,0.0001149709,0.000208024,0.00006409054,0.00007474743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005764793,0.00007129801,0.8383978,0.00001733882,0.00006176918,1.759025e-8,0.001367547,0.000003609131,0.0002002656,0.1581982,0.001554928,0.00006958197],"study_design_scores_gemma":[0.0006273051,0.00002920886,0.9786371,0.00002025575,0.00004793461,0.000001546308,0.01392699,0.0003056793,0.0005376777,0.0006370211,0.005066185,0.0001631088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965695,0.0001949214,0.000119088,0.0003160931,0.0001312831,0.0001963853,0.0001246997,0.00001577789,0.002332211],"genre_scores_gemma":[0.989217,0.00002053938,0.00003937007,0.000001820932,0.00008285874,0.000001175404,0.00001029564,0.000007953468,0.01061893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575612,"threshold_uncertainty_score":0.4189888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1559220016","doi":"","title":"A Poverty of Reason: Sustainable Development and Economic Growth","year":2002,"lang":"en","type":"book","venue":"UCL Discovery (University College London)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Poverty; Sustainable development; Confusion; Bureaucracy; Political science; Human development (humanity); Economic growth; Development economics; Economics; Politics; Psychology; Law","authors":[{"name":"Wilfred Beckerman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004623661405618382,"gpt":0.1513120344585871,"spread":0.1466883730529687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001665038,0.0004969796,0.0005870274,0.0002672535,0.000400542,0.00003743533,0.0005351985,0.00032824,0.003223064],"category_scores_gemma":[0.00001166043,0.0005819313,0.0001516521,0.0001986971,0.0004730148,0.001296619,0.001544357,0.0002625439,0.0005435827],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004659361,"about_ca_system_score_gemma":0.0003077621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000931047,"about_ca_topic_score_gemma":0.0002463811,"domain_scores_codex":[0.997849,0.00004698731,0.0003064564,0.0007475657,0.0003895635,0.0006604024],"domain_scores_gemma":[0.9990178,0.00006491109,0.0003099238,0.0003702289,0.00001121938,0.0002258838],"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":[0.0004384194,0.0002792974,0.01050269,0.0006722449,0.0003852384,0.001824718,0.002475573,0.0001392714,0.0000179998,0.06570197,0.9155726,0.001990013],"study_design_scores_gemma":[0.001663747,0.0001141656,0.01885584,0.00009009252,0.0001288835,0.00003730338,0.003771981,0.0001204463,0.000107943,0.002066741,0.9719185,0.001124371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1706185,0.0002295287,0.0000378554,0.0002460622,0.0001004198,0.0007606792,0.0003094658,0.00005120984,0.8276463],"genre_scores_gemma":[0.0314017,0.0004221167,0.0004561031,0.0001435293,0.00003560048,0.000002770594,0.0001022796,0.00004974,0.9673862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1397399,"threshold_uncertainty_score":0.9996632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963117534","doi":"","title":"SCAN: Learning Hierarchical Compositional Visual Concepts","year":2018,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Hierarchy; Artificial intelligence; Symbol (formal); Set (abstract data type); Inference; Object (grammar); Theoretical computer science; Natural language processing; Programming language","authors":[{"name":"Irina Higgins","is_ca":false},{"name":"Nicolas Sonnerat","is_ca":true},{"name":"Löıc Matthey","is_ca":false},{"name":"Arka Pal","is_ca":false},{"name":"Christopher Burgess","is_ca":false},{"name":"Matko Bošnjak","is_ca":false},{"name":"Murray Shanahan","is_ca":false},{"name":"Matthew Botvinick","is_ca":false},{"name":"Demis Hassabis","is_ca":false},{"name":"Alexander Lerchner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005962150743691033,"gpt":0.2262589991789524,"spread":0.2202968484352614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007172252,0.0001534428,0.0001565223,0.00006028399,0.0005187697,0.00002204217,0.0002054034,0.000103872,0.00006884734],"category_scores_gemma":[0.00001648501,0.0001768977,0.0001192149,0.0001386667,0.0004205282,0.000006097941,0.0003359061,0.000114045,0.00004588826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003628921,"about_ca_system_score_gemma":0.0001199319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003250109,"about_ca_topic_score_gemma":0.00009516384,"domain_scores_codex":[0.9990464,0.0000879672,0.00009344111,0.0003687243,0.0001398355,0.000263619],"domain_scores_gemma":[0.9995728,0.00002375557,0.00005557345,0.000152203,0.0001010479,0.00009462458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001909033,0.0003423141,0.03113607,0.00002693306,0.0005375664,0.0001000063,0.0004736662,0.0002589063,0.9214462,0.02578922,0.01660802,0.001372069],"study_design_scores_gemma":[0.007319076,0.004763125,0.2188756,0.00006167977,0.0002003969,0.0001460569,0.004634683,0.002478757,0.06314183,0.0006621887,0.6959566,0.00175992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903438,0.0001544487,0.001586722,0.0002780084,0.0002071811,0.0001266921,0.0002339604,0.000008683314,0.007060518],"genre_scores_gemma":[0.9874022,0.00007384676,0.000502197,0.0002212283,0.0003964299,8.12214e-7,0.0001036898,0.00001417318,0.01128543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8583044,"threshold_uncertainty_score":0.7213678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221011770","doi":"","title":"Prevalence of Clinical and Neuroimaging Markers in Cerebral Amyloid Angiopathy: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Superficial siderosis; Cerebral amyloid angiopathy; Odds ratio; Hyperintensity; Intracerebral hemorrhage; Internal medicine; Neuroimaging; Meta-analysis; Dementia; Prospective cohort study; Pathology; Magnetic resonance imaging; Radiology; Disease; Psychiatry","authors":[{"name":"Konark Malhotra","is_ca":false},{"name":"Aikaterini Theodorou","is_ca":false},{"name":"Aristeidis H. Katsanos","is_ca":true},{"name":"Christina Zompola","is_ca":false},{"name":"Ashkan Shoamanesh","is_ca":true},{"name":"Efstathios Boviatsis","is_ca":false},{"name":"George P. Paraskevas","is_ca":false},{"name":"Martha Spilioti","is_ca":false},{"name":"Charlotte Cordonnier","is_ca":false},{"name":"David J. Werring","is_ca":false},{"name":"Andrei V. Alexandrov","is_ca":false},{"name":"Georgios Tsivgoulis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07478895576374582,"gpt":0.3363834496613238,"spread":0.261594493897578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002283296,0.0004904029,0.009284283,0.001117751,0.0001565177,0.00002761786,0.0004410831,0.0001960421,0.0008840785],"category_scores_gemma":[0.0005311642,0.0003967881,0.00294822,0.002439814,0.0003377092,0.0004791985,0.0007346221,0.001068367,0.000005969303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393288,"about_ca_system_score_gemma":0.0005012097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001291472,"about_ca_topic_score_gemma":0.00003365384,"domain_scores_codex":[0.9947882,0.00191765,0.001266536,0.0009562628,0.0006673911,0.0004040094],"domain_scores_gemma":[0.9971901,0.0009050153,0.0007513117,0.0008308479,0.00008328622,0.0002394229],"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":[0.00008783272,0.0001472096,0.0007174548,0.9708371,0.02429379,0.0012552,0.00003568,2.901041e-7,3.789508e-8,0.0003268345,0.0001249347,0.002173651],"study_design_scores_gemma":[0.0008036168,0.0002208086,0.0005198981,0.01999287,0.9730908,0.0003740292,0.0003614151,0.0007969919,4.269366e-8,0.000006256393,0.00335516,0.0004780888],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007581906,0.9933351,0.00001672504,0.0003007014,0.00002877704,0.003716859,0.001428319,0.00002025494,0.0003951063],"genre_scores_gemma":[0.0006947614,0.9834413,0.0002258181,0.0001612408,0.00001263247,0.00002909111,0.00006485901,0.0000334883,0.0153368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9508442,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100341031","doi":"","title":"Cosmic bubble and domain wall instabilities I: parametric amplification of linear fluctuations","year":2015,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Wavenumber; Quantum fluctuation; Classical mechanics; Floquet theory; Quantum; Quantum mechanics; Statistical physics; Nonlinear system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01328149550341579,"gpt":0.2174547042808046,"spread":0.2041732087773888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502948,0.00009490286,0.0001653875,0.0001953718,0.0001895291,0.0000132268,0.0001153408,0.00003934247,0.0000471944],"category_scores_gemma":[0.00002388732,0.0001073574,0.00005352534,0.0004902169,0.0002400499,0.0005607798,0.00006402851,0.00007970259,0.00001645419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004305665,"about_ca_system_score_gemma":0.0001451322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003719093,"about_ca_topic_score_gemma":0.00003945648,"domain_scores_codex":[0.9993893,0.00009010416,0.0001185186,0.0001736276,0.0001073371,0.0001210943],"domain_scores_gemma":[0.9993286,0.0001841402,0.0001026371,0.0001799663,0.0001358844,0.00006877798],"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":[0.0001450537,0.0001076597,0.04630748,0.0000117458,0.00005120472,0.00000142562,0.001912166,0.0001381949,0.0001071897,0.9502674,0.0007006168,0.0002498255],"study_design_scores_gemma":[0.003113318,0.0002246548,0.08632307,0.00002251555,0.0001203127,0.000003123591,0.06317622,0.0006944613,0.0005039171,0.83533,0.01010526,0.0003831696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797809,0.00005096194,0.01698549,0.0003745832,0.00007084305,0.0001848393,0.00060507,0.00001664585,0.001930661],"genre_scores_gemma":[0.9924764,0.00000227727,0.002010533,0.00002091636,0.00002036872,0.000001640975,0.0001119329,0.000005572611,0.00535034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149375,"threshold_uncertainty_score":0.4377906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125227872","doi":"","title":"Understanding and reducing statistical uncertainties in nebular abundance determinations","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Physics; Abundance (ecology); Astrophysics; Extinction (optical mineralogy); Ionization; Line (geometry); Monte Carlo method; Propagation of uncertainty; Noise (video); Spectral line; Abundance of the chemical elements; Photoionization; Computational physics; Statistics; Galaxy; Optics; Astronomy; Ion","authors":[{"name":"R. Wesson","is_ca":false},{"name":"Peter Scicluna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02687820870237614,"gpt":0.2189040880922922,"spread":0.1920258793899161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001008757,0.0001315578,0.000192055,0.0001275792,0.0003372529,0.00003332813,0.00008007816,0.00003157376,0.0001144876],"category_scores_gemma":[0.00001147608,0.000149092,0.00003474364,0.0002031784,0.0001439797,0.0007684141,0.00008270871,0.0001258055,0.000009294375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342437,"about_ca_system_score_gemma":0.00003957356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007508828,"about_ca_topic_score_gemma":0.000146008,"domain_scores_codex":[0.9992284,0.00005618024,0.00009752321,0.0001885307,0.0001195641,0.0003098589],"domain_scores_gemma":[0.9994524,0.0002886303,0.0000539738,0.0001107979,0.00001504117,0.00007918678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004114787,0.00007187549,0.8307627,0.00001690932,0.00004895112,0.00001615783,0.001283829,0.00005913991,0.00000457988,0.1663952,0.001033227,0.0002663415],"study_design_scores_gemma":[0.001422336,0.00006388892,0.9603488,0.0000780324,0.0001274327,0.00000858918,0.02763752,0.002598152,0.000021985,0.004408515,0.002835454,0.0004492892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221979,0.0002900464,0.03628904,0.0002881301,0.0003853534,0.0002323184,0.0002650945,0.00002425059,0.04002786],"genre_scores_gemma":[0.9965746,0.00002977763,0.0004988432,0.00001779458,0.00008175895,6.817856e-7,0.00003388989,0.000007566719,0.002755118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619866,"threshold_uncertainty_score":0.6079794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102447218","doi":"","title":"EXCITATION OF THE AROMATIC INFRARED EMISSION BANDS: CHEMICAL ENERGY IN HYDROGENATED AMORPHOUS CARBON PARTICLES?","year":2011,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":34,"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":"Dangling bond; Excitation; Amorphous carbon; Infrared; Molecule; Carbon fibers; Materials science; Wavelength; Amorphous solid; Chemical energy; Chemical physics; Atomic physics; Analytical Chemistry (journal); Photochemistry; Chemistry; Optoelectronics; Optics; Organic chemistry; Physics; Composite material","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00798484000497571,"gpt":0.16710861135851,"spread":0.1591237713535343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004035977,0.0001121116,0.0001820461,0.00006915117,0.00009658255,0.000006944412,0.0001734339,0.0000306913,0.00002935845],"category_scores_gemma":[0.000002740383,0.00009675416,0.0001033832,0.0004397139,0.00008190461,0.0003428628,0.0001257994,0.00007542294,0.000001993812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004651646,"about_ca_system_score_gemma":0.00005283728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008654802,"about_ca_topic_score_gemma":0.00001907174,"domain_scores_codex":[0.9993343,0.00005314676,0.0001670775,0.0001362376,0.0001519218,0.0001573461],"domain_scores_gemma":[0.9995641,0.00002571944,0.0001609333,0.0001772796,0.00003359364,0.00003834453],"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":[0.002266282,0.003758994,0.348008,0.0001802899,0.001124147,0.0000794611,0.03756944,0.0006579569,0.08759473,0.5061306,0.005251709,0.007378369],"study_design_scores_gemma":[0.01773072,0.0004873415,0.3363684,0.0007083428,0.0005734757,0.000005833483,0.07984202,0.1148063,0.2544808,0.1898268,0.002896306,0.002273692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900018,0.00001197751,0.001477553,0.00002668401,0.00004295223,0.0001043249,0.00007646277,0.00001056622,0.008247663],"genre_scores_gemma":[0.9986027,0.000002293238,0.0001322602,0.000009621348,0.00001273584,0.000001679221,0.00001631786,0.000006875046,0.001215507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163037,"threshold_uncertainty_score":0.394552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100537501","doi":"10.13016/m2hlej-jarh","title":"The EBEX Balloon-borne Experiment—Optics, Receiver, and Polarimetry","year":2018,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Polarimeter; Optics; Achromatic lens; Polarimetry; Transition edge sensor; Cardinal point; Physics; Cosmic microwave background; Bolometer; Detector; Superheterodyne receiver; Polarization (electrochemistry); Microwave","authors":[{"name":"Asad M. Aboobaker","is_ca":false},{"name":"P. A. R. Ade","is_ca":false},{"name":"Derek Araujo","is_ca":false},{"name":"François Aubin","is_ca":true},{"name":"Kyle Helson","is_ca":false},{"name":"Daniel Chapman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007609710221758832,"gpt":0.2081953823381403,"spread":0.2005856721163815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333253,0.0001887056,0.0001983594,0.0001112567,0.001043528,0.00007451826,0.0003903512,0.000087918,0.0002023936],"category_scores_gemma":[0.0000132412,0.0001717332,0.00009198627,0.000378303,0.0005818889,0.0006222046,0.0003233493,0.0002240903,0.00009846814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005187296,"about_ca_system_score_gemma":0.00007573523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443638,"about_ca_topic_score_gemma":0.0001442514,"domain_scores_codex":[0.9989473,0.00006909568,0.000113919,0.0003686181,0.0001359074,0.0003652223],"domain_scores_gemma":[0.9991856,0.000137473,0.00007337015,0.0004331713,0.00008134869,0.00008904647],"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":[0.0001020248,0.0002118195,0.04339154,0.000009559738,0.0004019554,0.00002942181,0.001030823,6.267061e-7,0.00375445,0.9353585,0.007945763,0.007763468],"study_design_scores_gemma":[0.00806524,0.001048211,0.02492458,0.0001270205,0.0005022588,0.00004809282,0.400296,0.001213975,0.03641616,0.01391939,0.5112889,0.002150225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843467,0.0002443735,0.0006269608,0.001168665,0.0005872193,0.0001719003,0.0001609116,0.00009077557,0.01260249],"genre_scores_gemma":[0.9812821,0.00003180195,0.000519019,0.00006439203,0.0002299527,5.157943e-7,0.00001351028,0.00001683801,0.01784186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9214392,"threshold_uncertainty_score":0.8026083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100341354","doi":"","title":"Counterexamples to Additivity of Minimum Output p-Renyi Entropy for p Close to 0","year":2008,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Additive function; Counterexample; Multiplicative function; Conjecture; Mathematics; Entropy (arrow of time); Combinatorics; Discrete mathematics; Statistical physics; Physics; Quantum mechanics; Mathematical analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175686284784309,"gpt":0.2113797518526397,"spread":0.1938111233742088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001093333,0.0002122583,0.0003833902,0.0003639713,0.0001853812,0.00001532315,0.0006719955,0.0001053183,0.00003943247],"category_scores_gemma":[0.00005724705,0.0002772698,0.000167968,0.0005186515,0.00008637779,0.0006241584,0.0002806802,0.0001255212,0.00003499101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480924,"about_ca_system_score_gemma":0.00006870111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240932,"about_ca_topic_score_gemma":0.0002847393,"domain_scores_codex":[0.9989338,0.00005101368,0.0002044493,0.0002711745,0.000230306,0.0003092838],"domain_scores_gemma":[0.9986847,0.0002487571,0.00006079329,0.0006951794,0.0001491013,0.0001614699],"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":[0.001674553,0.000842239,0.002381998,0.0005870289,0.0004885626,0.0001436528,0.008883971,0.002605787,0.04642844,0.1293689,0.8040041,0.00259068],"study_design_scores_gemma":[0.003603306,0.0007535772,0.03074617,0.0003379423,0.0001301572,0.00003772252,0.003338119,0.008609136,0.05013605,0.0007350499,0.8998445,0.001728263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338331,0.00005221803,0.05816587,0.0004211196,0.0001502923,0.0009053535,0.004600969,0.0003495295,0.001521599],"genre_scores_gemma":[0.9859213,0.0001089777,0.01063966,0.0001250601,0.00003579012,0.00001376631,0.00008378985,0.00003610519,0.003035552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1286339,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343495200","doi":"","title":"HeadScan: A Wearable System for Radio-Based Sensing of Head and Mouth-Related Activities","year":2016,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Wearable computer; Computer science; Accelerometer; Context (archaeology); Pipeline (software); Wireless; Gyroscope; Wearable technology; Embedded system; Engineering; Telecommunications","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005730131440986956,"gpt":0.1677789260149313,"spread":0.1620487945739443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007972622,0.0001542643,0.0002937996,0.0002588597,0.000152541,0.00001560096,0.0001147517,0.0001420928,0.000006981576],"category_scores_gemma":[0.00001788353,0.0001433689,0.00009194081,0.0002895006,0.0001407875,0.0005205976,0.00003732476,0.00006084177,0.000002640972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002224705,"about_ca_system_score_gemma":0.00005031871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000055514,"about_ca_topic_score_gemma":0.00007691215,"domain_scores_codex":[0.9993013,0.00002687897,0.0001371377,0.0001842164,0.0001086595,0.0002418051],"domain_scores_gemma":[0.9994981,0.0001605709,0.00005592302,0.0001996957,0.0000433599,0.00004239069],"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":[0.006124071,0.0004335023,0.01325006,0.01125411,0.002616895,0.0006252861,0.004860458,0.08258652,0.3649706,0.4428985,0.01640294,0.05397702],"study_design_scores_gemma":[0.02678816,0.0006713059,0.003425271,0.00372645,0.0004991582,0.0001071586,0.03439649,0.4856419,0.4320891,0.000937589,0.009430819,0.002286673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8767399,0.0002074979,0.1204297,0.000165451,0.0002080782,0.0003396939,0.0006713527,0.0004872633,0.0007511179],"genre_scores_gemma":[0.9968728,0.00003708757,0.0007634085,0.000005527066,0.00001059371,8.50176e-7,0.000005897624,0.00002366357,0.002280212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419609,"threshold_uncertainty_score":0.5846413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210692287","doi":"","title":"Notch promotes dynamin-dependent endocytosis of nephrin.","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Nephrin; Dynamin; Slit diaphragm; Podocyte; Notch signaling pathway; Endocytosis; Cell biology; Podocin; Biology; Signal transduction; Endocrinology; Receptor; Proteinuria; Kidney; Genetics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009626276375926094,"gpt":0.2147436503320629,"spread":0.2051173739561368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183289,0.0002182552,0.0004543967,0.0002746101,0.0001510125,0.00001304386,0.00017664,0.00009916425,0.0002575771],"category_scores_gemma":[0.00004921679,0.000212189,0.0003175267,0.0004951207,0.000153376,0.001012844,0.0002030079,0.0001607356,0.00008240365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690796,"about_ca_system_score_gemma":0.0001580416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002791471,"about_ca_topic_score_gemma":0.0000414351,"domain_scores_codex":[0.998575,0.00006553549,0.0001928931,0.0002675188,0.000453033,0.0004460748],"domain_scores_gemma":[0.998944,0.00008140455,0.0001405083,0.000406093,0.0001075158,0.0003204875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01172152,0.008760964,0.728204,0.004158019,0.002319488,0.002501754,0.00434448,0.00005736763,0.07913976,0.1305923,0.0178393,0.010361],"study_design_scores_gemma":[0.009115171,0.001189149,0.9316658,0.0006297075,0.001745712,0.0003161807,0.01159935,0.0005762259,0.02090698,0.0002340406,0.02103212,0.0009895616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875226,0.0008976089,0.0003526177,0.0005406824,0.0002128924,0.0004917021,0.0009010438,0.0000573582,0.009023481],"genre_scores_gemma":[0.9802024,0.0002632679,0.0003539818,0.0001227799,0.0001005067,0.000001708177,0.00005534797,0.00002140617,0.01887855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034618,"threshold_uncertainty_score":0.8652815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137758362","doi":"","title":"FAUST. II. Discovery of a Secondary Outflow in IRAS 15398-3359: Variability in Outflow Direction during the Earliest Stage of Star Formation?","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"","keywords":"Protostar; Outflow; Physics; Astrophysics; Submillimeter Array; Line-of-sight; Star formation; Molecular cloud; Velocity gradient; Bipolar outflow; Astronomy; Stars","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005354463703011811,"gpt":0.1877870259402369,"spread":0.1824325622372251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002730041,0.0001900365,0.0004295883,0.0001750159,0.0002886386,0.00003241738,0.0002025554,0.00004662271,0.0001246501],"category_scores_gemma":[0.00001587698,0.0001837993,0.0002020535,0.0007862365,0.0001368853,0.002421818,0.0003768164,0.0002622872,0.000003216909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543252,"about_ca_system_score_gemma":0.0002164001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009906746,"about_ca_topic_score_gemma":0.001138936,"domain_scores_codex":[0.9986207,0.0002029096,0.000394476,0.0002609848,0.0002650873,0.0002558364],"domain_scores_gemma":[0.9990527,0.0001378719,0.0002863095,0.0003575835,0.0001326944,0.00003280841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001975705,0.003949163,0.641807,0.00135695,0.0008756645,0.0001093041,0.0274325,0.01283776,0.007800349,0.2981551,0.0007137952,0.002986717],"study_design_scores_gemma":[0.006789879,0.0001562861,0.8663825,0.0002274806,0.00008986446,0.000001953463,0.1068734,0.006647093,0.007123865,0.002608547,0.002452772,0.0006462687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883536,0.00002427912,0.004165816,0.0001599884,0.0001224941,0.0003046644,0.002799314,0.000009695015,0.004060144],"genre_scores_gemma":[0.9932452,0.00001700047,0.0001674328,0.000008746771,0.00002873277,0.000003703971,0.00007611401,0.000009793464,0.006443316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955466,"threshold_uncertainty_score":0.749512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074067615","doi":"","title":"New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada.","year":2000,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cancer; Response Evaluation Criteria in Solid Tumors; European union; Process (computing); Cancer treatment; Set (abstract data type)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06335744661844389,"gpt":0.3423470791764071,"spread":0.2789896325579632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061336,0.0001196726,0.0002340469,0.0002485515,0.0002002453,0.000007765755,0.0001653349,0.00002795112,0.00005941591],"category_scores_gemma":[0.0004344758,0.00008454363,0.00003420151,0.001377527,0.0001114823,0.0001472418,0.00007051047,0.00004661106,4.432002e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786731,"about_ca_system_score_gemma":0.005959294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6467369,"about_ca_topic_score_gemma":0.7034273,"domain_scores_codex":[0.9986879,0.0001234357,0.0002323699,0.0002032514,0.0005774857,0.0001755585],"domain_scores_gemma":[0.9982878,0.0002038815,0.00007655995,0.0001539867,0.001162768,0.0001149812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.03649853,0.001264939,0.06563869,0.0001855526,0.001095229,0.0001244397,0.007783643,0.7497457,0.004550925,0.008534953,0.1008632,0.02371427],"study_design_scores_gemma":[0.01588252,0.002154398,0.6753532,0.00142546,0.0003476112,0.00001255467,0.001708343,0.00726265,0.01155111,0.0001926353,0.2837248,0.0003847336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979382,0.0002072665,0.00007506915,0.01460824,0.0001141097,0.0009787841,0.004411958,0.000005420191,0.0002171189],"genre_scores_gemma":[0.9847199,0.0007508732,0.000272688,0.0003037341,0.00007612355,0.00001047562,0.0001682702,0.0000140256,0.0136839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.742483,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1549594433","doi":"","title":"'Link' and 'place': a new approach to street planning and design","year":2009,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Transport engineering; Order (exchange); Urban planning; Network planning and design; Engineering; Computer science; Civil engineering; Business; Telecommunications; Finance","authors":[{"name":"Peter Jones","is_ca":true},{"name":"Natalya Boujenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485783438176413,"gpt":0.1762917918888251,"spread":0.161433957507061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007767337,0.0001796462,0.0002508978,0.0002473058,0.0001535089,0.00006270019,0.0001408344,0.00008356226,0.00001639827],"category_scores_gemma":[0.00000993034,0.0002041903,0.00004945975,0.0004466398,0.00002717465,0.0005444734,0.00004896671,0.0001189187,0.00001029208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007035629,"about_ca_system_score_gemma":0.00003315043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106946,"about_ca_topic_score_gemma":0.00005851917,"domain_scores_codex":[0.9992274,0.00003639968,0.00008716031,0.0002795622,0.0001308903,0.000238587],"domain_scores_gemma":[0.999508,0.00005516878,0.00001933289,0.0001647236,0.00001340308,0.0002394041],"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":[0.001683695,0.0003121495,0.007539957,0.0002244251,0.001114982,0.000946211,0.01025009,0.5029645,0.005630773,0.03150777,0.4078242,0.03000126],"study_design_scores_gemma":[0.004698196,0.0006079888,0.03580498,0.0001571345,0.0005946207,0.00005205563,0.005323618,0.9272977,0.0004194409,0.0008894184,0.02232033,0.001834496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3812999,0.000606623,0.6095701,0.0005313045,0.00006203107,0.0004186368,0.00009443619,0.0002329032,0.007183976],"genre_scores_gemma":[0.9777594,0.00005304521,0.01025927,0.0001338233,0.00005816916,3.678111e-7,0.00001076921,0.00001399539,0.01171118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5993109,"threshold_uncertainty_score":0.8326639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104695756","doi":"","title":"INTRINSIC VOLUMES OF INSCRIBED RANDOM POLYTOPES IN SMOOTH CONVEX BODIES","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Point processes and geometric inequalities","field":"Mathematics","cited_by":28,"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":"Inscribed figure; Polytope; Regular polygon; Combinatorics; Mathematics; Convex polytope; Geometry; Convex set; Convex optimization","authors":[{"name":"Imre Bárány","is_ca":false},{"name":"Ferenc Fodor","is_ca":true},{"name":"Viktor Vígh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01664416234103755,"gpt":0.2329160434557766,"spread":0.216271881114739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039849,0.0002270121,0.0006530218,0.0007927479,0.0001459496,0.00003453251,0.0004401894,0.0001583619,0.0002498491],"category_scores_gemma":[0.0006863995,0.0002324359,0.0001804117,0.0009494058,0.000260739,0.001134117,0.0002551814,0.000340152,0.00001569114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006274014,"about_ca_system_score_gemma":0.0002001741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008842688,"about_ca_topic_score_gemma":0.003670345,"domain_scores_codex":[0.9985931,0.00008813952,0.0003374158,0.0002970022,0.0003227898,0.0003615555],"domain_scores_gemma":[0.9983864,0.0007392725,0.0002407997,0.0003811936,0.0001740402,0.00007833891],"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":[0.001834934,0.0007021912,0.01578033,0.0008627655,0.0001858496,0.0002441034,0.004522952,0.000005845989,0.001686748,0.9652889,0.007131541,0.001753849],"study_design_scores_gemma":[0.07750835,0.001667798,0.1233474,0.001319753,0.001079671,0.0001549091,0.1312186,0.003041929,0.02103108,0.5016758,0.1326267,0.005328022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902459,0.0001405451,0.0008427436,0.0004905256,0.0003174524,0.000335299,0.0004942953,0.00005894138,0.007074342],"genre_scores_gemma":[0.9787328,0.0001009921,0.001093715,0.00006087935,0.00005141781,0.000001664909,0.00001252698,0.00001852902,0.01992744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636131,"threshold_uncertainty_score":0.9478459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173229721","doi":"","title":"Methods for Population Adjustment with Limited Access to Individual Patient Data: A Review and Simulation Study","year":2021,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; Institute of Conservation","keywords":"Computer science; Data collection; Research methodology; Population; Data science; Management science; Statistics; Demography; Sociology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3074975424737779,"gpt":0.4937568482589888,"spread":0.1862593057852109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006785065,0.0005568318,0.002225568,0.0004120038,0.0002370283,0.0001181478,0.0008491235,0.0001915625,0.00002193867],"category_scores_gemma":[0.0005986684,0.0004992638,0.0001727894,0.001236626,0.00003425088,0.002101393,0.001792233,0.0002770552,0.000001195748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896246,"about_ca_system_score_gemma":0.0002430639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004014049,"about_ca_topic_score_gemma":0.0001893531,"domain_scores_codex":[0.9969142,0.0008286939,0.0005458618,0.001041594,0.0003622121,0.0003074016],"domain_scores_gemma":[0.9959419,0.001634337,0.0007345387,0.001298341,0.0002480759,0.0001428405],"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":[0.00009163478,0.0007919308,0.00002943204,0.02949771,0.001065778,0.00005720028,0.0002334208,0.0000519025,5.155995e-8,0.006270006,0.003881627,0.9580293],"study_design_scores_gemma":[0.001168122,0.001506665,0.0001249865,0.03735602,0.01999087,0.00002447596,0.001030767,0.0003917979,4.916767e-7,0.001107212,0.9357353,0.001563288],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009929649,0.7783749,0.2040388,0.00005136002,0.00008070399,0.01298893,0.004171036,0.0001567032,0.00003828504],"genre_scores_gemma":[0.0000423955,0.8419402,0.1547149,0.0001474115,0.00003582624,0.0001304118,0.002427273,0.00008105093,0.0004805036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.956466,"threshold_uncertainty_score":0.9997459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}