{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"a1f207cf8217","filters":{"venue":"Nature Reviews Chemistry"}},"results":[{"id":"W4289344798","doi":"10.1038/s41570-022-00409-2","title":"The principles, design and applications of fused-ring electron acceptors","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":432,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Organic solar cell; Electron acceptor; Ring (chemistry); Nanotechnology; Electron; Acceptor; Electronic structure; Absorption (acoustics); Materials science; Chemistry; Engineering physics; Chemical physics; Computational chemistry; Physics; Photochemistry; Organic chemistry; Condensed matter physics; Polymer; Quantum mechanics","authors":[{"name":"Jiayu Wang","is_ca":false},{"name":"Peiyao Xue","is_ca":false},{"name":"Yiting Jiang","is_ca":false},{"name":"Yong Huo","is_ca":false},{"name":"Xiaowei Zhan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02126761120715111,"gpt":0.276331029939213,"spread":0.2550634187320619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006960698,0.0008400901,0.0008972568,0.0009554705,0.0003183991,0.001104934,0.001363818,0.001035888,0.002062971],"category_scores_gemma":[0.0004501469,0.0004059801,0.0003908102,0.001136629,0.0008117727,0.002144547,0.001001288,0.002245208,0.001133789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006768116,"about_ca_system_score_gemma":0.0005882868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004757287,"about_ca_topic_score_gemma":0.0008579792,"domain_scores_codex":[0.9998069,0.0000258841,0.00001658775,0.00003630313,0.00007964657,0.00003470332],"domain_scores_gemma":[0.9998949,0.00005043865,0.00001653704,0.000007486769,0.00002212227,0.00000841289],"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":[0.00009819918,0.0001580963,0.0001771668,0.01182123,0.00006758876,0.0003507872,0.0001146695,0.002907575,0.03611967,0.183694,0.01413637,0.7503546],"study_design_scores_gemma":[0.00001363468,0.0001355885,0.0002206944,0.001073803,0.00002998383,0.0005692226,0.00003185355,0.0009162099,0.01342702,0.01907775,0.9644773,0.00002682476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001524663,0.9866029,0.004318198,0.000581943,0.0005452476,0.00002405644,0.00005759744,0.0000266409,0.006318739],"genre_scores_gemma":[0.01171571,0.9809116,0.003258767,0.0003461961,0.000186798,0.00003673674,0.00006121281,0.000005786514,0.003477154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002062971,"threshold_uncertainty_score":0.006901324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224311950","doi":"10.1038/s41570-022-00379-5","title":"Construction of C–N bonds from small-molecule precursors through heterogeneous electrocatalysis","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":382,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Electrocatalyst; Heterogeneous catalysis; Nanotechnology; Chemistry; Catalysis; Scope (computer science); Chemical energy; Biochemical engineering; Combinatorial chemistry; Electrochemistry; Computer science; Materials science; Organic chemistry; Engineering","authors":[{"name":"Junnan Li","is_ca":true},{"name":"Yuxuan Zhang","is_ca":true},{"name":"Kiran Kuruvinashetti","is_ca":true},{"name":"Nikolay Kornienko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02594653099974716,"gpt":0.2832099186270842,"spread":0.257263387627337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006126,0.0009497912,0.0005364448,0.0005373028,0.0001579711,0.0004620571,0.0006792076,0.0005807835,0.001355559],"category_scores_gemma":[0.0002690273,0.0002859475,0.0003044159,0.0006461955,0.0003443317,0.0009693547,0.0005578867,0.001013907,0.001082124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808824,"about_ca_system_score_gemma":0.0003374181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006143317,"about_ca_topic_score_gemma":0.001397829,"domain_scores_codex":[0.9998977,0.00001177773,0.000007043821,0.00002416145,0.00004076455,0.00001851361],"domain_scores_gemma":[0.9999435,0.00002494621,0.000008610761,0.0000042815,0.00001293622,0.000005659011],"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":[0.0001120704,0.0002127123,0.0001692114,0.01333453,0.0001620735,0.000480129,0.00007975009,0.002479981,0.1797897,0.02176831,0.01761395,0.7637975],"study_design_scores_gemma":[0.00003860858,0.0002993516,0.0005937864,0.0006757607,0.0001001037,0.0007489421,0.00003329817,0.001602859,0.1416322,0.004593615,0.8496309,0.00005050601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01103011,0.956298,0.01114495,0.0006448627,0.0012901,0.00009654798,0.0001652022,0.0001369806,0.01919329],"genre_scores_gemma":[0.04665487,0.9380807,0.004810086,0.0003749562,0.000265577,0.00008058352,0.0002392473,0.00002201027,0.009471852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001355559,"threshold_uncertainty_score":0.004534781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744506252","doi":"10.1038/s41570-017-0063","title":"Evolution of macromolecular complexity in drug delivery systems","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":321,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Tarveda Therapeutics; National Cancer Institute; Prostate Cancer Foundation","keywords":"Nanomedicine; Drug delivery; Site of action; Drug; Risk analysis (engineering); Process (computing); Nanotechnology; Computer science; Action (physics); Targeted drug delivery; Medicine; Pharmacology; Materials science","authors":[{"name":"Ashok Kakkar","is_ca":true},{"name":"Giovanni Traverso","is_ca":false},{"name":"Omid C. Farokhzad","is_ca":false},{"name":"Ralph Weissleder","is_ca":false},{"name":"Róbert Langer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0580290957874352,"gpt":0.3368266546344438,"spread":0.2787975588470086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398782,0.000813964,0.001057782,0.001083452,0.0002372264,0.001106256,0.0008382861,0.000936277,0.001809103],"category_scores_gemma":[0.0006324038,0.0004477343,0.0002947648,0.001107655,0.0008619193,0.002150533,0.0009698679,0.001963743,0.001314999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046847,"about_ca_system_score_gemma":0.0006559264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521309,"about_ca_topic_score_gemma":0.0009067658,"domain_scores_codex":[0.9998042,0.00002857376,0.00001747462,0.00004059911,0.00008266634,0.00002643886],"domain_scores_gemma":[0.9997527,0.0001160014,0.00003355977,0.00001213005,0.00006760452,0.00001803529],"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":[0.00008567433,0.00008847641,0.0001597813,0.01396731,0.00008636572,0.0002467933,0.0001233456,0.001563164,0.05703556,0.03202166,0.01429486,0.880327],"study_design_scores_gemma":[0.00001406365,0.00007210275,0.0003739408,0.0008562014,0.00004839845,0.0005682484,0.00003571661,0.0004760766,0.0196268,0.004634019,0.9732682,0.00002621399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007788122,0.9956341,0.001093042,0.0003588671,0.0003298434,0.000008386465,0.00001310856,0.00001596034,0.001767779],"genre_scores_gemma":[0.00536389,0.9912922,0.001079886,0.0002564183,0.000315715,0.00001520391,0.00002328319,0.000007719604,0.00164571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001809103,"threshold_uncertainty_score":0.007595479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603128986","doi":"10.1038/s41570-017-0026","title":"Examining the relationship between coordination mode and reactivity of dinitrogen","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":292,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface modification; Reactivity (psychology); Coordination complex; Chemistry; Catalysis; Nitrogen; Stoichiometry; Metal; Combinatorial chemistry; Nanotechnology; Photochemistry; Organic chemistry; Materials science; Physical chemistry","authors":[{"name":"Richard J. Burford","is_ca":true},{"name":"Michael D. Fryzuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1530218976182236,"gpt":0.3835737354756862,"spread":0.2305518378574626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004591936,0.0004814245,0.0004663177,0.0005182437,0.0001467619,0.0004013022,0.000589158,0.0004892661,0.001326694],"category_scores_gemma":[0.000503685,0.0001482591,0.0001832701,0.0008480529,0.0003108982,0.0007389206,0.0004590551,0.0007071178,0.0003247958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256441,"about_ca_system_score_gemma":0.0006296781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576361,"about_ca_topic_score_gemma":0.004158941,"domain_scores_codex":[0.9999256,0.00001084305,0.000004997606,0.00001882797,0.00002537437,0.00001436753],"domain_scores_gemma":[0.9998668,0.00007514001,0.00001825448,0.000003889688,0.0000290757,0.000006759125],"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":[0.0001496445,0.00005789158,0.0006984819,0.01692368,0.0001560971,0.0002527715,0.0001273481,0.001335371,0.05535436,0.02165961,0.01197835,0.8913063],"study_design_scores_gemma":[0.00002295438,0.0002611129,0.001838053,0.001460043,0.0002224321,0.0008007118,0.0001265763,0.0005970741,0.03322376,0.006339331,0.9550745,0.00003334547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002255691,0.9949451,0.0004758828,0.0002350978,0.0001538224,0.000004319214,0.00001859588,0.000005989588,0.001905492],"genre_scores_gemma":[0.01372663,0.9842583,0.0003571496,0.0001625317,0.00009409957,0.000005907142,0.00003783411,0.000002258742,0.001355383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001576361,"threshold_uncertainty_score":0.004438162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006533027","doi":"10.1038/s41570-020-0162-7","title":"Single-cell analysis targeting the proteome","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":231,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computational biology; Proteome; Biology; Single-cell analysis; Transcriptome; Cell; Bioinformatics; Genetics; Gene expression; Gene","authors":[{"name":"Mahmoud Labib","is_ca":true},{"name":"Shana O. Kelley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02369820289291393,"gpt":0.2831728516081753,"spread":0.2594746487152614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181649,0.002098079,0.002260004,0.001815148,0.000318437,0.001788275,0.002019349,0.002332,0.00348966],"category_scores_gemma":[0.001032492,0.000769411,0.0005598488,0.002070457,0.00162086,0.002935337,0.001552434,0.003796766,0.006078427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285067,"about_ca_system_score_gemma":0.001302257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067087,"about_ca_topic_score_gemma":0.001831248,"domain_scores_codex":[0.9995696,0.00005832094,0.00002365444,0.00009253962,0.0002121653,0.00004364039],"domain_scores_gemma":[0.9992546,0.0003437517,0.00006062288,0.00004331497,0.0002094414,0.0000882682],"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":[0.0001224163,0.00009544491,0.0001160079,0.01157621,0.00009405285,0.0001565858,0.00003814075,0.0005948003,0.02711013,0.01788786,0.1088301,0.8333783],"study_design_scores_gemma":[0.00002233663,0.00004821005,0.0003346356,0.000911325,0.00005554317,0.0003944538,0.00002130041,0.0002880505,0.004731025,0.007314219,0.9858432,0.00003585166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001078536,0.9924251,0.002767244,0.0008133147,0.001544328,0.0000140694,0.00006879586,0.00006982301,0.002189474],"genre_scores_gemma":[0.0006375552,0.9937047,0.001373461,0.0009281214,0.0007453488,0.00002373931,0.0001182116,0.00001213622,0.002456796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00348966,"threshold_uncertainty_score":0.01167411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367049512","doi":"10.1038/s41570-023-00492-z","title":"Stabilization of photoactive phases for perovskite photovoltaics","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council","keywords":"Formamidinium; Photovoltaics; Perovskite (structure); Triiodide; Materials science; Halide; Nanotechnology; Commercialization; Photoactive layer; Lead (geology); Engineering physics; Photovoltaic system; Solar cell; Optoelectronics; Chemical engineering; Electrical engineering; Chemistry; Engineering; Business; Polymer solar cell; Dye-sensitized solar cell","authors":[{"name":"Xueping Liu","is_ca":false},{"name":"Deying Luo","is_ca":true},{"name":"Zheng‐Hong Lu","is_ca":true},{"name":"Jae Sung Yun","is_ca":false},{"name":"Michael Saliba","is_ca":false},{"name":"Sang Il Seok","is_ca":false},{"name":"Wei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06370266295152659,"gpt":0.3733090391563954,"spread":0.3096063762048688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006518348,0.001376346,0.001234323,0.001307458,0.000294141,0.0009818007,0.001241438,0.0009944532,0.003400561],"category_scores_gemma":[0.0004486702,0.0004619492,0.0004857178,0.001559852,0.0004726778,0.001397763,0.001094351,0.001824175,0.002908546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000660709,"about_ca_system_score_gemma":0.0005892464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666718,"about_ca_topic_score_gemma":0.001628246,"domain_scores_codex":[0.9998025,0.00002546093,0.00001592598,0.00003471945,0.00008570051,0.00003566833],"domain_scores_gemma":[0.999894,0.00003702533,0.00001913802,0.000006681409,0.0000317917,0.00001119817],"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":[0.0001262144,0.000138967,0.00006850545,0.02532077,0.0001224827,0.0001831068,0.00006667677,0.001080577,0.03797394,0.01482636,0.02938606,0.8907063],"study_design_scores_gemma":[0.00002856423,0.00008709475,0.000216185,0.001199594,0.00006253942,0.0003061803,0.00002463161,0.000236779,0.009908256,0.002576323,0.985335,0.00001885837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000339388,0.9967153,0.0006435259,0.0001716784,0.000277158,0.00001344864,0.00003042193,0.00002411066,0.001785017],"genre_scores_gemma":[0.002649963,0.9942953,0.0007302444,0.0001675664,0.0001628986,0.00002292891,0.00006707397,0.000006013977,0.001898072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003400561,"threshold_uncertainty_score":0.01137602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971403174","doi":"10.1038/s41570-019-0126-y","title":"Exploiting metabolic glycoengineering to advance healthcare","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Glycoconjugate; Glycan; Glycosylation; Computational biology; Biology; Anticipation (artificial intelligence); Computer science; Bioinformatics; Biochemistry; Glycoprotein","authors":[{"name":"Christian Agatemor","is_ca":false},{"name":"Matthew J. Buettner","is_ca":false},{"name":"Ryan Ariss","is_ca":false},{"name":"Keerthana Muthiah","is_ca":false},{"name":"Christopher T. Saeui","is_ca":false},{"name":"Kevin J. Yarema","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03777750485160121,"gpt":0.3902135710404934,"spread":0.3524360661888922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006638909,0.001393493,0.001043019,0.00131336,0.000276791,0.001225072,0.0008213064,0.00124772,0.003479027],"category_scores_gemma":[0.0005560857,0.0003880014,0.0004346815,0.001867435,0.00068988,0.001856431,0.001255333,0.002864777,0.002785809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008698456,"about_ca_system_score_gemma":0.0007189894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008638178,"about_ca_topic_score_gemma":0.00186769,"domain_scores_codex":[0.9998386,0.00002620726,0.00001099908,0.00002739194,0.00006616183,0.00003061369],"domain_scores_gemma":[0.9998595,0.00006109022,0.00001715714,0.00000974137,0.000033054,0.00001949427],"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":[0.0001040657,0.000123876,0.00009466992,0.008613438,0.00009882907,0.0002414481,0.00003768813,0.0009123762,0.009146526,0.02840729,0.04456207,0.9076577],"study_design_scores_gemma":[0.00001869352,0.00006353133,0.0001325016,0.0005975607,0.00004098192,0.0003342709,0.0000164591,0.0002357034,0.002081282,0.005306286,0.9911562,0.00001662405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003032263,0.9913839,0.002250992,0.0006029012,0.001249098,0.00001533684,0.0000417932,0.00004229666,0.004110461],"genre_scores_gemma":[0.001986615,0.9940655,0.001083347,0.0003787404,0.0003138638,0.00001497967,0.00006326791,0.000005667296,0.00208802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003479027,"threshold_uncertainty_score":0.01163852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396977435","doi":"10.1038/s41570-024-00605-2","title":"Intercalation in 2D materials and in situ studies","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"2D Materials and Applications","field":"Materials Science","cited_by":175,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Intercalation (chemistry); Materials science; Nanotechnology; Molecule; Chemical physics; Ion; Fermi energy; Magnetism; Chemistry; Condensed matter physics; Inorganic chemistry; Physics; Electron","authors":[{"name":"Ruijie Yang","is_ca":true},{"name":"Liang Mei","is_ca":false},{"name":"Zhaoyang Lin","is_ca":false},{"name":"Yingying Fan","is_ca":true},{"name":"Jongwoo Lim","is_ca":false},{"name":"Jinghua Guo","is_ca":false},{"name":"Yijin Liu","is_ca":false},{"name":"Hyeon Suk Shin","is_ca":false},{"name":"Damien Voiry","is_ca":false},{"name":"Qingye Lu","is_ca":true},{"name":"Ju Li","is_ca":false},{"name":"Zhiyuan Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05696353080056527,"gpt":0.4094769243567101,"spread":0.3525133935561449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004693081,0.001293295,0.001425905,0.001087331,0.0002150562,0.000693277,0.0009954444,0.001040467,0.002716392],"category_scores_gemma":[0.0003774321,0.0006238608,0.0004023396,0.001358794,0.0005626783,0.001724928,0.001130015,0.001347974,0.001452247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526111,"about_ca_system_score_gemma":0.0003909183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004252412,"about_ca_topic_score_gemma":0.001024102,"domain_scores_codex":[0.9998177,0.00002531418,0.00001170478,0.00004428817,0.00007410524,0.00002689074],"domain_scores_gemma":[0.9998964,0.00005167228,0.00001517063,0.00001085613,0.00001995422,0.000006012453],"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":[0.0001442659,0.0001426967,0.00008496983,0.03251373,0.00009249162,0.0002752332,0.0001853006,0.001676706,0.1798754,0.01948733,0.02113333,0.7443885],"study_design_scores_gemma":[0.00001762495,0.0001459684,0.0004118801,0.001551986,0.00009424843,0.0008858292,0.0000479424,0.0006490839,0.07919946,0.003736337,0.9132137,0.00004597412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002165696,0.9889928,0.003127195,0.000266702,0.000584665,0.00002642597,0.00008353184,0.00005032066,0.004702719],"genre_scores_gemma":[0.008737121,0.9827462,0.002621221,0.0004968879,0.0003183029,0.00005734549,0.0001037045,0.00002076954,0.004898398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002716392,"threshold_uncertainty_score":0.009087265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391338777","doi":"10.1038/s41570-023-00567-x","title":"Solar reforming as an emerging technology for circular chemical industries","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Cambridge Trust","keywords":"Waste management; Greenhouse gas; Environmental science; Renewable energy; Biomass (ecology); Engineering","authors":[{"name":"Subhajit Bhattacharjee","is_ca":false},{"name":"Stuart Linley","is_ca":false},{"name":"Erwin Reisner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03456644603088851,"gpt":0.3910985452430749,"spread":0.3565320992121864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506203,0.0009874979,0.001106863,0.002084516,0.000293417,0.001311342,0.0008685329,0.00105148,0.005106176],"category_scores_gemma":[0.0004789422,0.00034539,0.0004609571,0.003232104,0.0005501655,0.002059039,0.0008494185,0.002245772,0.003175211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022698,"about_ca_system_score_gemma":0.0009957758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020797,"about_ca_topic_score_gemma":0.002681441,"domain_scores_codex":[0.9997978,0.00002023106,0.00001573955,0.00004234604,0.0000977144,0.00002625767],"domain_scores_gemma":[0.9997738,0.00009481549,0.00003269581,0.00000978267,0.00006949722,0.00001945893],"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":[0.00004596378,0.00007005565,0.00007774224,0.01551822,0.00006097446,0.0001024855,0.00002650764,0.0004647452,0.004918863,0.01093816,0.02991109,0.9378651],"study_design_scores_gemma":[0.000009157072,0.00006737834,0.0002753853,0.001508403,0.0000476955,0.0002684444,0.0000226498,0.0001051482,0.001046737,0.002344569,0.9942901,0.00001434062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00015194,0.9961868,0.0003375846,0.0002311278,0.0003615911,0.000006019525,0.00002677132,0.00001277074,0.002685399],"genre_scores_gemma":[0.0009145924,0.9969698,0.0003206872,0.0001900197,0.0001682881,0.000005534223,0.00004038764,0.000002556749,0.001388221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005106176,"threshold_uncertainty_score":0.01708186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381489282","doi":"10.1038/s41570-023-00505-x","title":"Radical approaches to C–S bonds","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Sulfur-Based Synthesis Techniques","field":"Chemistry","cited_by":111,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Organosulfur compounds; Chemistry; Homolysis; Sulfonyl; Disulfide bond; Combinatorial chemistry; Sulfur; Dithiocarbamate; Organic chemistry; Radical","authors":[{"name":"Zijun Wu","is_ca":true},{"name":"Derek A. Pratt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2202864221402439,"gpt":0.3705433745859501,"spread":0.1502569524457062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942701,0.00122206,0.0008823138,0.001136845,0.0003665035,0.0006104276,0.000853194,0.0006653094,0.006659522],"category_scores_gemma":[0.0003651433,0.0003246515,0.0004792116,0.001108275,0.0006561201,0.001311339,0.000917047,0.002096476,0.003358894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362598,"about_ca_system_score_gemma":0.0005886446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005582396,"about_ca_topic_score_gemma":0.001247036,"domain_scores_codex":[0.9998685,0.00002031856,0.000008216589,0.00002507701,0.00005203778,0.00002575418],"domain_scores_gemma":[0.9999205,0.00003894372,0.0000103376,0.000006154385,0.00001497474,0.00000900239],"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":[0.0001222141,0.0001228371,0.0000595093,0.01481741,0.0001128026,0.0002087082,0.00008511226,0.001248601,0.02304633,0.03633176,0.03491495,0.8889298],"study_design_scores_gemma":[0.00002372706,0.000113815,0.0001042327,0.0007178982,0.00003549954,0.000211911,0.00001700161,0.000140621,0.006227928,0.00516283,0.9872285,0.0000160446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009349668,0.9823211,0.002556864,0.0004432365,0.001627499,0.00003469157,0.00007324661,0.00006969892,0.01193873],"genre_scores_gemma":[0.005374136,0.9855348,0.001440491,0.0003424999,0.0004537629,0.00003471155,0.00008604483,0.00001100798,0.006722602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006659522,"threshold_uncertainty_score":0.02227825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283835519","doi":"10.1038/s41570-022-00363-z","title":"CACHE (Critical Assessment of Computational Hit-finding Experiments): A public–private partnership benchmarking initiative to enable the development of computational methods for hit-finding","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Université de Montréal; Structural Genomics Consortium; Ontario Institute for Cancer Research; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Karolinska Institutet; National Institute of General Medical Sciences; Bayer","keywords":"Benchmarking; Computer science; Cache; Identification (biology); Computational model; Benchmark (surveying); Drug discovery; Data science; Chemical space; Machine learning; Artificial intelligence; Bioinformatics; Parallel computing; Biology; Business","authors":[{"name":"Suzanne Ackloo","is_ca":true},{"name":"Rima Al‐awar","is_ca":true},{"name":"Rommie E. Amaro","is_ca":false},{"name":"C.H. Arrowsmith","is_ca":true},{"name":"Hatylas Azevedo","is_ca":false},{"name":"Robert A. Batey","is_ca":true},{"name":"Yoshua Bengio","is_ca":true},{"name":"Ulrich A. K. Betz","is_ca":false},{"name":"Cristian Bologa","is_ca":false},{"name":"John D. Chodera","is_ca":false},{"name":"Wendy D. Cornell","is_ca":false},{"name":"Ian Dunham","is_ca":false},{"name":"Gerhard F. Ecker","is_ca":false},{"name":"Kristina Edfeldt","is_ca":false},{"name":"A.M. Edwards","is_ca":true},{"name":"Michael K. Gilson","is_ca":false},{"name":"Cláudia R. Gordijo","is_ca":true},{"name":"Gerhard Heßler","is_ca":false},{"name":"Alexander Hillisch","is_ca":false},{"name":"Anders Hogner","is_ca":false},{"name":"John J. Irwin","is_ca":false},{"name":"Johanna M. Jansen","is_ca":false},{"name":"Daniel Kühn","is_ca":false},{"name":"Andrew R. Leach","is_ca":false},{"name":"Alpha A. Lee","is_ca":false},{"name":"Uta Lessel","is_ca":false},{"name":"Maxwell R. Morgan","is_ca":true},{"name":"John Moult","is_ca":false},{"name":"Ingo Muegge","is_ca":false},{"name":"Tudor I. Oprea","is_ca":false},{"name":"Benjamin Perry","is_ca":false},{"name":"Patrick Riley","is_ca":false},{"name":"Sophie A. L. Rousseaux","is_ca":true},{"name":"Kumar Singh Saikatendu","is_ca":false},{"name":"Vijayaratnam Santhakumar","is_ca":true},{"name":"Matthieu Schapira","is_ca":true},{"name":"Cora Scholten","is_ca":false},{"name":"Matthew H. Todd","is_ca":false},{"name":"Masoud Vedadi","is_ca":true},{"name":"Andrea Volkamer","is_ca":false},{"name":"Timothy M. Willson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2852273744619017,"gpt":0.5337587094550026,"spread":0.2485313349931009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1001188,0.004131927,0.003383602,0.004200004,0.00236838,0.006453906,0.01161728,0.003634511,0.01493464],"category_scores_gemma":[0.111449,0.001444723,0.003326159,0.006478269,0.002953031,0.007218623,0.01194234,0.007261911,0.006593144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005975666,"about_ca_system_score_gemma":0.02207572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008044146,"about_ca_topic_score_gemma":0.005784926,"domain_scores_codex":[0.9318103,0.04011267,0.002594827,0.003274791,0.01787694,0.004330473],"domain_scores_gemma":[0.8761471,0.0447102,0.006585051,0.02356118,0.03438668,0.01460983],"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":[0.003443107,0.002536912,0.008658617,0.005586236,0.001418207,0.0003755138,0.0008391229,0.1020751,0.01160669,0.07241731,0.4161538,0.3748893],"study_design_scores_gemma":[0.004750092,0.00833102,0.01142309,0.003534425,0.0009034268,0.0006669887,0.0009407241,0.2920988,0.04220854,0.09693332,0.5374845,0.0007250191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.06581321,0.02008442,0.6114205,0.02473378,0.006475151,0.01019374,0.05459387,0.08107853,0.1256067],"genre_scores_gemma":[0.2125184,0.006953746,0.6309639,0.005570299,0.0007270532,0.01567032,0.1028597,0.01597787,0.008758808],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1001188,"threshold_uncertainty_score":0.5294853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119811594","doi":"10.1038/s41570-020-00242-5","title":"DNA nanostructures as templates for biomineralization","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":100,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Biomineralization; Template; Nanotechnology; Nanostructure; Nanoscopic scale; Biomedicine; Materials science; Scaffold; DNA nanotechnology; DNA; DNA origami; Biomimetics; Chemistry; Bioinformatics; Engineering; Biology; Chemical engineering; Biomedical engineering","authors":[{"name":"Dimitra Athanasiadou","is_ca":true},{"name":"Karina M. M. Carneiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201576584318569,"gpt":0.3783425631430325,"spread":0.3581849047111756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463443,0.0008003989,0.000720564,0.0009448473,0.0001500882,0.0007784075,0.0007496196,0.000983069,0.002022747],"category_scores_gemma":[0.0003967069,0.0003566444,0.000227201,0.001118015,0.0004962185,0.001113773,0.0007034349,0.001403245,0.002415144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125558,"about_ca_system_score_gemma":0.0005053814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007362085,"about_ca_topic_score_gemma":0.001487282,"domain_scores_codex":[0.9998493,0.00002003894,0.000009897959,0.00002669056,0.00007647467,0.00001748],"domain_scores_gemma":[0.9999,0.00004775022,0.00001569559,0.000005568834,0.00002215585,0.00000874714],"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":[0.00007812076,0.00006883305,0.0000768582,0.01166627,0.00006137952,0.0001602109,0.00004801964,0.0008634827,0.0330306,0.01206567,0.02600844,0.9158721],"study_design_scores_gemma":[0.00001709608,0.00006103872,0.0001778936,0.0007930567,0.00003552925,0.0002869116,0.00001701094,0.000151295,0.009649415,0.001953069,0.9868421,0.0000155422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002291174,0.9972024,0.0005123129,0.0001544276,0.0003395232,0.000005581549,0.00001937605,0.00001292778,0.001524387],"genre_scores_gemma":[0.002346076,0.9940649,0.0005840267,0.0001852784,0.000199143,0.00001166572,0.00004529415,0.000004412046,0.002559343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002022747,"threshold_uncertainty_score":0.006766737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318816794","doi":"10.1038/s41570-023-00462-5","title":"Near ambient N2 fixation on solid electrodes versus enzymes and homogeneous catalysts","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Research Council Canada; Science Foundation Ireland; National Research Foundation; European Commission; Danmarks Grundforskningsfond; Faraday Institution","keywords":"Homogeneous; Catalysis; Electrode; Fixation (population genetics); Enzyme; Materials science; Chemistry; Combinatorial chemistry; Chemical engineering; Biochemistry; Physics; Physical chemistry; Engineering; Thermodynamics","authors":[{"name":"Olivia Westhead","is_ca":false},{"name":"Jesús Barrio","is_ca":false},{"name":"Alexander Bagger","is_ca":false},{"name":"James W. Murray","is_ca":false},{"name":"Jan Rossmeisl","is_ca":false},{"name":"Maria‐Magdalena Titirici","is_ca":false},{"name":"Rhodri Jervis","is_ca":false},{"name":"Andrea Fantuzzi","is_ca":false},{"name":"Andrew E. Ashley","is_ca":false},{"name":"Ifan E. L. Stephens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03655947016317899,"gpt":0.332862947690554,"spread":0.296303477527375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004314871,0.0008964621,0.001099057,0.0009779461,0.0001275792,0.0007785151,0.000816712,0.0007864229,0.001758596],"category_scores_gemma":[0.0003637381,0.0002960949,0.0002668989,0.001381178,0.0003916248,0.001115342,0.0004940166,0.000914118,0.001417505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006267665,"about_ca_system_score_gemma":0.0005021479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007469922,"about_ca_topic_score_gemma":0.002052951,"domain_scores_codex":[0.9998814,0.00001594331,0.00001108376,0.00002898697,0.00004545632,0.00001713944],"domain_scores_gemma":[0.9998887,0.00005698899,0.00001766103,0.000005817208,0.00002339821,0.000007509075],"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":[0.0001378159,0.00008909614,0.0001103356,0.02377926,0.0001189681,0.0001532382,0.00005017473,0.0006425374,0.02116911,0.01013574,0.01842376,0.92519],"study_design_scores_gemma":[0.00001859104,0.0001181138,0.0005443679,0.002133239,0.000101499,0.0004397961,0.0000357836,0.0001752235,0.007274701,0.002896923,0.9862399,0.00002200439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004181591,0.9972512,0.0003478173,0.0001399352,0.0001693945,0.00000502096,0.00002106985,0.000008420651,0.001639016],"genre_scores_gemma":[0.001838699,0.9961463,0.0003475942,0.0001359547,0.00009853165,0.000009334178,0.00003496718,0.000002435918,0.001386096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001758596,"threshold_uncertainty_score":0.005883098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206757615","doi":"10.1038/s41570-021-00345-7","title":"Natural product anticipation through synthesis","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":81,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institute of Mental Health; York University","keywords":"Anticipation (artificial intelligence); Natural product; Natural (archaeology); Scope (computer science); Product (mathematics); Isolation (microbiology); Biochemical engineering; Epistemology; Chemistry; Engineering ethics; Computer science; Engineering; Philosophy; History; Organic chemistry; Artificial intelligence; Biology; Mathematics","authors":[{"name":"Belinda E. Hetzler","is_ca":false},{"name":"Dirk Trauner","is_ca":false},{"name":"Andrew L. Lawrence","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05401225037158901,"gpt":0.3468698347252638,"spread":0.2928575843536748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689429,0.0009243322,0.0008313915,0.0008947857,0.0002865979,0.001193575,0.0006877551,0.0008504834,0.00714287],"category_scores_gemma":[0.0006164787,0.000347466,0.0003390317,0.0006955012,0.0009770278,0.00198282,0.001211095,0.002729191,0.003260496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008309654,"about_ca_system_score_gemma":0.0008933694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006266822,"about_ca_topic_score_gemma":0.001644228,"domain_scores_codex":[0.9998579,0.00002819066,0.00001186545,0.00002893409,0.00005107665,0.00002190217],"domain_scores_gemma":[0.9998813,0.00006312574,0.00001353848,0.000008837709,0.00001986218,0.0000133077],"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":[0.0001351997,0.00008312661,0.00007403015,0.01266396,0.00006653149,0.0002374201,0.00007528551,0.0007691134,0.005797669,0.04435689,0.05989124,0.8758496],"study_design_scores_gemma":[0.00002962527,0.00006322108,0.0001224903,0.001115511,0.00003560312,0.0003108792,0.00001741505,0.0001236085,0.001409435,0.00883485,0.9879247,0.0000125653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003515795,0.9851505,0.001155868,0.0007526384,0.001145635,0.00001886011,0.00004595333,0.00004018083,0.01133872],"genre_scores_gemma":[0.004937039,0.9858572,0.0008677375,0.001129397,0.0004924946,0.00003357148,0.00005440828,0.00001096648,0.006617103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00714287,"threshold_uncertainty_score":0.02389526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412520561","doi":"10.1038/s41570-025-00740-4","title":"Developing machine learning for heterogeneous catalysis with experimental and computational data","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; Vector Institute; University of Toronto","funders":"","keywords":"Throughput; Field (mathematics); Computer science; Machine learning; Experimental data; Heterogeneous catalysis; Computational model; Artificial intelligence; Catalysis; Biochemical engineering; Chemistry; Engineering; Mathematics","authors":[{"name":"Carlota Bozal‐Ginesta","is_ca":true},{"name":"Sergio Pablo‐García","is_ca":true},{"name":"Changhyeok Choi","is_ca":true},{"name":"Albert Tarancón","is_ca":false},{"name":"Alán Aspuru‐Guzik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04318400353052269,"gpt":0.3782970460458757,"spread":0.335113042515353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626072,0.001358937,0.001579678,0.001072614,0.0001628705,0.001207021,0.002125298,0.001318915,0.001955643],"category_scores_gemma":[0.003041206,0.0005437386,0.0008153846,0.001231731,0.0008034889,0.002572008,0.0009562643,0.00331347,0.001728993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006751016,"about_ca_system_score_gemma":0.001026395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023335,"about_ca_topic_score_gemma":0.001471083,"domain_scores_codex":[0.9996922,0.00007887185,0.00002671642,0.00007446075,0.0001048614,0.00002295862],"domain_scores_gemma":[0.998558,0.001084815,0.00006397441,0.0000776671,0.0001877043,0.00002792264],"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":[0.00003089808,0.00006500428,0.000196293,0.008934004,0.0002468429,0.00006826255,0.0000223636,0.009123784,0.002009819,0.02560791,0.01971065,0.9339842],"study_design_scores_gemma":[0.00007873224,0.0001730111,0.000873498,0.005658532,0.0004701512,0.0006851191,0.00003863404,0.04458086,0.009001612,0.1260019,0.8123265,0.0001114815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007419109,0.9415777,0.05239178,0.00149247,0.000642815,0.00004574624,0.0001489614,0.0002721566,0.002686461],"genre_scores_gemma":[0.008113589,0.9476494,0.04066903,0.0008099294,0.0009117604,0.0000995189,0.0003657088,0.00007015209,0.001311046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002125298,"threshold_uncertainty_score":0.008599579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384663248","doi":"10.1038/s41570-023-00511-z","title":"The design of PINO-like hydrogen-atom-transfer catalysts","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Oxidative Organic Chemistry Reactions","field":"Chemistry","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Hydrogen atom; Catalysis; Hydrogen; Atom (system on chip); Transfer (computing); Chemistry; Computer science; Parallel computing; Organic chemistry","authors":[{"name":"Cheng Yang","is_ca":false},{"name":"Sahil Arora","is_ca":false},{"name":"Stephen Maldonado","is_ca":false},{"name":"Derek A. Pratt","is_ca":true},{"name":"Corey R. J. Stephenson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05804595992300129,"gpt":0.3392260727221181,"spread":0.2811801127991168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005733119,0.001126402,0.00102625,0.0007658975,0.0002219112,0.001186005,0.00136061,0.0009633803,0.001627743],"category_scores_gemma":[0.0004571919,0.0005630717,0.0005122249,0.001062279,0.0005509494,0.002014559,0.001203843,0.002196767,0.001439841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885189,"about_ca_system_score_gemma":0.0004198926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257115,"about_ca_topic_score_gemma":0.0007139702,"domain_scores_codex":[0.9998174,0.00002455575,0.00001269025,0.00004200067,0.00005217853,0.00005119415],"domain_scores_gemma":[0.9999321,0.0000235978,0.00001257355,0.000005819568,0.00001418074,0.00001188352],"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":[0.0002820507,0.0002447883,0.0002491245,0.01974803,0.0002616647,0.0005662863,0.0001533761,0.005232726,0.06429794,0.0751281,0.02051203,0.8133239],"study_design_scores_gemma":[0.00007064657,0.000251984,0.0003621645,0.0008241422,0.0001210142,0.0006496718,0.00004688252,0.002167661,0.03769561,0.009448387,0.9483094,0.00005240598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006113867,0.9718266,0.009665506,0.0007285876,0.001045296,0.00008482211,0.0001438627,0.0001062247,0.01028526],"genre_scores_gemma":[0.04102207,0.9446055,0.006403343,0.0006194055,0.0002524428,0.0001057958,0.0002445561,0.00002632482,0.006720551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001627743,"threshold_uncertainty_score":0.005445361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377245609","doi":"10.1038/s41570-023-00499-6","title":"Metal-catalysed C–C bond formation at cyclopropanes","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Cyclopropane Reaction Mechanisms","field":"Chemistry","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Cyclopropane; Cyclopropanation; Electrophile; Nucleophile; Chemistry; Transition metal; Catalysis; Combinatorial chemistry; Computational chemistry; Organic chemistry; Ring (chemistry)","authors":[{"name":"Alexis L. Gabbey","is_ca":true},{"name":"Katerina Scotchburn","is_ca":true},{"name":"Sophie A. L. Rousseaux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05945388563304515,"gpt":0.3466516982257821,"spread":0.287197812592737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667804,0.00114563,0.0009260742,0.0005262009,0.0002315188,0.0007697986,0.0008665852,0.0006988817,0.002867013],"category_scores_gemma":[0.0002358057,0.0003964973,0.0003601113,0.0008227109,0.0004692399,0.001155346,0.0009071417,0.001475887,0.002342431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006365066,"about_ca_system_score_gemma":0.0003529381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006800399,"about_ca_topic_score_gemma":0.0009989961,"domain_scores_codex":[0.9998876,0.00001264057,0.000007666632,0.00002797489,0.00003423452,0.00002992088],"domain_scores_gemma":[0.9999578,0.00001573964,0.000007248201,0.000004155288,0.000008921053,0.000006035464],"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":[0.000218783,0.0001736892,0.0001293648,0.02267436,0.0001698684,0.0005218867,0.0001085077,0.003221076,0.07283955,0.02765624,0.0320431,0.8402435],"study_design_scores_gemma":[0.00004212858,0.0001962344,0.0003481733,0.0007771651,0.00008360708,0.0006798397,0.00003499964,0.0007179477,0.0429232,0.003992486,0.9501649,0.00003925636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003878035,0.9815866,0.002812889,0.0003544723,0.0009675229,0.00004488111,0.00009386017,0.00008800143,0.01017373],"genre_scores_gemma":[0.02314176,0.9650571,0.001555465,0.0003110922,0.0004019278,0.00004897527,0.0001237209,0.00001418778,0.009345806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002867013,"threshold_uncertainty_score":0.009591103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3191266872","doi":"10.1038/s41570-021-00304-2","title":"Interrupted reactions in chemical synthesis","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Asymmetric Synthesis and Catalysis","field":"Chemistry","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Public Health; University of Toronto","funders":"","keywords":"Pace; TRACE (psycholinguistics); Computer science; Chemistry; Data science; Philosophy; Geography","authors":[{"name":"Vincent Trudel","is_ca":true},{"name":"Chieh‐Hung Tien","is_ca":true},{"name":"Alina Trofimova","is_ca":true},{"name":"Andrei K. Yudin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0364895366877055,"gpt":0.3412419323491852,"spread":0.3047523956614797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363903,0.002329766,0.002009603,0.001990986,0.0005258897,0.001730617,0.001711902,0.001653157,0.005570342],"category_scores_gemma":[0.001136182,0.0008632249,0.000574266,0.002658828,0.002635157,0.003878337,0.002402268,0.004839777,0.005204346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338028,"about_ca_system_score_gemma":0.001341049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008852733,"about_ca_topic_score_gemma":0.00125149,"domain_scores_codex":[0.9994697,0.0001204311,0.00005185882,0.00008305054,0.0001864328,0.00008855079],"domain_scores_gemma":[0.999736,0.0001354917,0.00002979908,0.00002906374,0.00004150108,0.00002811131],"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":[0.0001895432,0.0001002931,0.00005321686,0.01795768,0.000107784,0.0002584673,0.0001297233,0.001338568,0.006314195,0.07726426,0.05938106,0.8369052],"study_design_scores_gemma":[0.00001872874,0.00003653084,0.00004357272,0.0008814889,0.00003265469,0.0002106785,0.00001186409,0.000108218,0.001188816,0.008126433,0.9893298,0.000011298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001912181,0.9892452,0.001808097,0.0003046014,0.001803332,0.00001806137,0.00003116623,0.00003897983,0.006559296],"genre_scores_gemma":[0.002402136,0.9886268,0.001406015,0.0007145123,0.0008697666,0.00003734717,0.00005755707,0.00001710445,0.005868772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005570342,"threshold_uncertainty_score":0.01863468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407029894","doi":"10.1038/s41570-025-00688-5","title":"Return to Flatland","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Cyclopropane Reaction Mechanisms","field":"Chemistry","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atlantic School of Theology","funders":"","keywords":"Art","authors":[{"name":"Ian Churcher","is_ca":false},{"name":"Stuart Newbold","is_ca":false},{"name":"Christopher W. Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01949346366795306,"gpt":0.3415822673864906,"spread":0.3220888037185375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000397371,0.0009200358,0.0006264927,0.0009624216,0.0005304367,0.001515603,0.0008255026,0.001840417,0.2155817],"category_scores_gemma":[0.001141163,0.0002451226,0.000376497,0.0005473974,0.0005782174,0.002273636,0.002364712,0.002789075,0.197332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881027,"about_ca_system_score_gemma":0.0008353911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476477,"about_ca_topic_score_gemma":0.003831013,"domain_scores_codex":[0.9997382,0.00002116008,0.0000118531,0.0000510737,0.0001139425,0.00006385455],"domain_scores_gemma":[0.999669,0.00003949777,0.00002032347,0.00002813547,0.00008104919,0.0001620096],"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":[0.00003254603,0.00001577204,0.00002579779,0.0001935875,0.000004120523,0.0000594611,0.00001229669,0.00004119049,0.0002805682,0.002401658,0.8519409,0.1449921],"study_design_scores_gemma":[0.000004832013,0.00001093499,0.00009198825,0.00006220789,0.000001254495,0.00004212304,0.000007418974,0.000009291405,0.00004099674,0.0005595518,0.9991672,0.000002380466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001119896,0.3023126,0.002979605,0.0840758,0.2509501,0.0001801171,0.001506583,0.001713468,0.3551619],"genre_scores_gemma":[0.002726132,0.04403145,0.0004718075,0.02414483,0.01237171,0.00003955836,0.0004972462,0.0001286917,0.9155886],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2155817,"threshold_uncertainty_score":0.7211925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413286690","doi":"10.1038/s41570-025-00747-x","title":"Steering towards safe self-driving laboratories","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; Vector Institute; Structural Genomics Consortium; University of Toronto","funders":"","keywords":"Self driving; Aeronautics; Engineering; Automotive engineering; Computer science; Transport engineering","authors":[{"name":"Shi Xuan Leong","is_ca":true},{"name":"Caleb E. Griesbach","is_ca":true},{"name":"Rui Zhang","is_ca":true},{"name":"Kourosh Darvish","is_ca":true},{"name":"Yuchi Zhao","is_ca":true},{"name":"Abhijoy Mandal","is_ca":true},{"name":"Yushi Zou","is_ca":true},{"name":"Han Hao","is_ca":true},{"name":"Varinia Bernales","is_ca":true},{"name":"Alán Aspuru‐Guzik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065132106570518,"gpt":0.2994556476369408,"spread":0.2888043265712357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797045,0.001467322,0.001238376,0.001215186,0.0003799907,0.002154182,0.001970927,0.002223307,0.004888594],"category_scores_gemma":[0.001275918,0.0006318722,0.0005390103,0.001282856,0.001600117,0.005376167,0.002117459,0.003473867,0.004004241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272564,"about_ca_system_score_gemma":0.001829627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097666,"about_ca_topic_score_gemma":0.001812232,"domain_scores_codex":[0.9994307,0.0001017041,0.00003626172,0.00009085645,0.0002408753,0.00009961439],"domain_scores_gemma":[0.9995238,0.000212341,0.00006248956,0.00002864797,0.0001232704,0.00004951541],"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":[0.00008356325,0.00008565879,0.00009044084,0.01266286,0.00006386288,0.0001431403,0.00006951416,0.001616701,0.006418167,0.06879086,0.04317995,0.8667952],"study_design_scores_gemma":[0.00001306752,0.00005669478,0.0001019153,0.001446953,0.00002228981,0.000168434,0.00002817102,0.0002427816,0.001797889,0.009669987,0.9864362,0.00001553585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002468812,0.9907261,0.002980959,0.0009817841,0.001133583,0.00001334594,0.00002981276,0.00005446096,0.003833037],"genre_scores_gemma":[0.002936172,0.9905784,0.001727948,0.0009421937,0.000410537,0.00002649523,0.0000662661,0.00001256639,0.003299513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004888594,"threshold_uncertainty_score":0.01635396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412597606","doi":"10.1038/s41570-025-00737-z","title":"Protein–ligand data at scale to support machine learning","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Structural Genomics Consortium","funders":"","keywords":"Scale (ratio); Computer science; Artificial intelligence; Machine learning; Physics","authors":[{"name":"A.M. Edwards","is_ca":true},{"name":"Dafydd R. Owen","is_ca":false},{"name":"Leili Zhang","is_ca":false},{"name":"Damian W. Young","is_ca":false},{"name":"Timothy M. Willson","is_ca":false},{"name":"James Wellnitz","is_ca":false},{"name":"Yanli Wang","is_ca":false},{"name":"Jarrod Walsh","is_ca":false},{"name":"Erik Vernet","is_ca":false},{"name":"Alexander Tropsha","is_ca":false},{"name":"Claudia Tredup","is_ca":true},{"name":"Matthew H. Todd","is_ca":false},{"name":"Amelia Tjaden","is_ca":true},{"name":"Sven Thamm","is_ca":false},{"name":"M. Sundström","is_ca":false},{"name":"Andreas Steffen","is_ca":false},{"name":"Shaun R. Stauffer","is_ca":false},{"name":"Lucas R. de Souza","is_ca":false},{"name":"Min Shen","is_ca":false},{"name":"Kristof T. Schütt","is_ca":false},{"name":"Lovisa Holmberg Schiavone","is_ca":false},{"name":"Matthieu Schapira","is_ca":true},{"name":"Kumar Singh Saikatendu","is_ca":false},{"name":"Emma L. Rivers","is_ca":false},{"name":"Dušan Petrović","is_ca":false},{"name":"John P. O’Donnell","is_ca":false},{"name":"Susanne Müller","is_ca":true},{"name":"Anke Mueller‐Fahrnow","is_ca":false},{"name":"Maxwell R. Morgan","is_ca":true},{"name":"Florian Montel","is_ca":false},{"name":"Juan Carlos Mobarec","is_ca":false},{"name":"Maurice Michel","is_ca":false},{"name":"Sofia Melliou","is_ca":true},{"name":"Uta Lessel","is_ca":false},{"name":"Andrew R. Leach","is_ca":false},{"name":"Oliver Krämer","is_ca":false},{"name":"Florian Krieger","is_ca":false},{"name":"S. Knapp","is_ca":true},{"name":"Anthony D. Keefe","is_ca":false},{"name":"Aimo Kannt","is_ca":false},{"name":"Scott A. Johnson","is_ca":false},{"name":"Emily Holzinger","is_ca":false},{"name":"Ingo V. Hartung","is_ca":false},{"name":"Rachel Harding","is_ca":true},{"name":"Thomas Hanke","is_ca":true},{"name":"Levon Halabelian","is_ca":true},{"name":"Benjamin Haibe‐Kains","is_ca":true},{"name":"Judith Günther","is_ca":false},{"name":"Marie-Aude Guié","is_ca":false},{"name":"Cláudia R. Gordijo","is_ca":true},{"name":"O. Gileadi","is_ca":false},{"name":"Luca Foschini","is_ca":false},{"name":"Amaury E. Fernández‐Montalván","is_ca":false},{"name":"Ola Engkvist","is_ca":false},{"name":"Madison Edwards","is_ca":true},{"name":"Katharina Duerr","is_ca":false},{"name":"David H. Drewry","is_ca":false},{"name":"Dengfeng Dou","is_ca":false},{"name":"Snežana Djordjević","is_ca":false},{"name":"Sergio Martínez Cuesta","is_ca":false},{"name":"Rafael M. Couñago","is_ca":false},{"name":"Wendy D. Cornell","is_ca":false},{"name":"Jesse A. Coker","is_ca":false},{"name":"Djork-Arné Clevert","is_ca":false},{"name":"Timothy A. Cernak","is_ca":false},{"name":"N. Burgess-Brown","is_ca":false},{"name":"Peter J. Brown","is_ca":false},{"name":"Mário Henrique Bengtson","is_ca":false},{"name":"Frances M. Bashore","is_ca":false},{"name":"Dalia Baršytė-Lovejoy","is_ca":true},{"name":"Arrash J. Baghaie","is_ca":false},{"name":"Alison D. Axtman","is_ca":false},{"name":"C.H. Arrowsmith","is_ca":true},{"name":"Albert A. Antolín","is_ca":false},{"name":"Suzanne Ackloo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05662245175390041,"gpt":0.4051873602277247,"spread":0.3485649084738243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715412,0.0008040181,0.00130563,0.001661128,0.0001518535,0.001115459,0.001684389,0.0008870985,0.0037477],"category_scores_gemma":[0.004869011,0.0003889415,0.0005219305,0.001783351,0.0008974843,0.002011812,0.00100844,0.002135173,0.003173043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458518,"about_ca_system_score_gemma":0.001049596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109311,"about_ca_topic_score_gemma":0.0009887306,"domain_scores_codex":[0.999527,0.000113179,0.00002682839,0.00007602795,0.0002356075,0.00002145711],"domain_scores_gemma":[0.9972039,0.002087628,0.00008907611,0.0001851917,0.0003809395,0.000053212],"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":[0.00005325903,0.00003731508,0.0002256219,0.003278485,0.0001153675,0.00004202446,0.00001186393,0.002107994,0.001334809,0.02267194,0.045422,0.9246994],"study_design_scores_gemma":[0.00004761746,0.00006278159,0.0007031262,0.002452909,0.0001689318,0.0004281872,0.000022109,0.008744666,0.003835203,0.06779194,0.9157016,0.00004080199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001067187,0.9163506,0.061315,0.004760125,0.002385542,0.00007292932,0.001178213,0.0006583889,0.01221201],"genre_scores_gemma":[0.01371394,0.9199283,0.05535806,0.002375138,0.002377019,0.0001622292,0.001891225,0.0001654112,0.004028692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0037477,"threshold_uncertainty_score":0.0125373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802872749","doi":"10.1038/s41570-018-0006-x","title":"Playing with chemistry","year":2018,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Educational Games and Gamification","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Chemistry","authors":[{"name":"Julia E. Winter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04690021262566139,"gpt":0.4034057616469688,"spread":0.3565055490213074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039986,0.001382126,0.0009213704,0.00122263,0.0003800347,0.001811668,0.000878219,0.001692826,0.009741778],"category_scores_gemma":[0.001224432,0.000243755,0.000490787,0.0008231469,0.0009697833,0.001739725,0.002045481,0.002299959,0.003975276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805422,"about_ca_system_score_gemma":0.001183699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007089999,"about_ca_topic_score_gemma":0.0016163,"domain_scores_codex":[0.9996904,0.00006960922,0.00002557302,0.00006328515,0.0001091974,0.00004197271],"domain_scores_gemma":[0.9997982,0.00009752807,0.00002357129,0.00001088284,0.00003151229,0.00003832199],"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":[0.00005814917,0.000123276,0.0001153123,0.004882022,0.00004765349,0.00004876844,0.00004906636,0.0001986462,0.0009795838,0.007836357,0.03144031,0.954221],"study_design_scores_gemma":[0.00003116109,0.00008687367,0.0007188298,0.003952592,0.00007171129,0.0005649194,0.00006779427,0.0001567874,0.0006738101,0.01395307,0.9797054,0.00001717891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008214805,0.9738811,0.001923025,0.001790113,0.002734474,0.00003480699,0.00005076122,0.00007508342,0.01868911],"genre_scores_gemma":[0.007966857,0.9720034,0.001594312,0.002401971,0.001433015,0.0000678054,0.0001206242,0.00001807024,0.01439392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009741778,"threshold_uncertainty_score":0.0325895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407578154","doi":"10.1038/s41570-025-00697-4","title":"Closing the loop with reactions at the N-terminus","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Closing (real estate); Loop (graph theory); C-terminus; Chemistry; Mathematics; Political science; Combinatorics; Biochemistry; Law","authors":[{"name":"Kejia Yan","is_ca":true},{"name":"Ratmir Derda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666503118709223,"gpt":0.3118662824472686,"spread":0.2952012512601764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262497,0.00192612,0.001880265,0.0008297995,0.0003620169,0.001341704,0.001830822,0.001596727,0.002707077],"category_scores_gemma":[0.0008780002,0.0006808456,0.0007824084,0.001337063,0.00164178,0.002708969,0.001543672,0.003487767,0.00444736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567733,"about_ca_system_score_gemma":0.0009479658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007402858,"about_ca_topic_score_gemma":0.0008654395,"domain_scores_codex":[0.9996104,0.00005800238,0.0000362401,0.0001145835,0.0001025145,0.00007831885],"domain_scores_gemma":[0.9997161,0.0001454853,0.00005040338,0.00002252627,0.00003856958,0.00002686079],"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":[0.0002781194,0.0001323556,0.0001268181,0.01794894,0.0001493538,0.0004717647,0.00008245125,0.002404182,0.04433625,0.04260589,0.02713148,0.8643324],"study_design_scores_gemma":[0.00005092069,0.0001406243,0.0001732441,0.0008450097,0.0000911136,0.0005699345,0.00001776118,0.0004092504,0.02239447,0.01101573,0.9642459,0.00004590743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007043191,0.9885833,0.00493365,0.0004322517,0.001737629,0.00001974747,0.00004074768,0.00008749011,0.003460801],"genre_scores_gemma":[0.006938581,0.9851182,0.002585466,0.0008108698,0.0005663731,0.00003712005,0.0001006763,0.00002455679,0.003818209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002707077,"threshold_uncertainty_score":0.009056032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414222410","doi":"10.1038/s41570-025-00757-9","title":"Don’t let generative AI shape how we see chemistry","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre in Green Chemistry and Catalysis","funders":"","keywords":"Generative grammar; Work (physics); Generative model; Feature (linguistics)","authors":[{"name":"Audrey Moores","is_ca":true},{"name":"Vânia Gomes Zuin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02348733091060819,"gpt":0.3461485309750559,"spread":0.3226612000644477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001575036,0.0006983987,0.0007921684,0.0007953176,0.0005524663,0.002474988,0.001490968,0.002779307,0.007622065],"category_scores_gemma":[0.002561099,0.0003351044,0.0003815893,0.0007243386,0.004673845,0.006081962,0.001595506,0.006442337,0.004375138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426467,"about_ca_system_score_gemma":0.001889337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224687,"about_ca_topic_score_gemma":0.004179296,"domain_scores_codex":[0.9995379,0.0001656809,0.00002070803,0.00005480474,0.0001822951,0.00003858621],"domain_scores_gemma":[0.9989925,0.0006307982,0.00003879076,0.0001063195,0.0001572328,0.00007430254],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004933472,0.00002901987,0.0001263568,0.003001249,0.00008909557,0.00007474533,0.000237116,0.0007841903,0.0007449345,0.4070253,0.1108642,0.4769744],"study_design_scores_gemma":[0.00001098111,0.00000951272,0.00006615062,0.0009348558,0.00001878915,0.0001218237,0.00004513343,0.0001744332,0.0002521616,0.110528,0.8878242,0.00001395763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002363679,0.9319998,0.006857375,0.03190969,0.004827997,0.000007558774,0.00007114474,0.0001869134,0.02390319],"genre_scores_gemma":[0.01787815,0.9286716,0.005949925,0.02549863,0.003609458,0.00004164909,0.0001456751,0.0001975089,0.01800738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9984249,"threshold_uncertainty_score":0.02549833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403300524","doi":"10.1038/s41570-024-00660-9","title":"2D magnets filled with lithium","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Multiferroics and related materials","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Magnetism; Lithium (medication); Magnet; Materials science; Chromium; Condensed matter physics; Iodide; Engineering physics; Metallurgy; Inorganic chemistry; Chemistry; Physics; Psychology; Mechanical engineering; Engineering","authors":[{"name":"Liang Mei","is_ca":false},{"name":"Ruijie Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02426572249237373,"gpt":0.3310557133676887,"spread":0.3067899908753149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949767,0.0008062269,0.0006980611,0.0007252548,0.0002016567,0.0004816258,0.0004338477,0.0005841341,0.002177431],"category_scores_gemma":[0.000120116,0.0002910929,0.0001954053,0.0005775217,0.0003646325,0.001062486,0.000745889,0.0006221647,0.001141586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657948,"about_ca_system_score_gemma":0.00032901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464738,"about_ca_topic_score_gemma":0.0006776833,"domain_scores_codex":[0.9999444,0.000009621236,0.000004663058,0.00001321461,0.00001441072,0.00001366125],"domain_scores_gemma":[0.9999753,0.000008463518,0.000006611748,0.000002097866,0.000004105657,0.000003552689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003153385,0.00008419655,0.00008090435,0.02188308,0.00008803349,0.0002885337,0.00009656782,0.001009235,0.1122568,0.05979167,0.04530203,0.7588037],"study_design_scores_gemma":[0.0000370105,0.0001571511,0.000234351,0.0007939773,0.00004281387,0.0004169601,0.00001696858,0.0003670283,0.01855667,0.004855671,0.9744947,0.00002678319],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008024536,0.9600566,0.003826128,0.001480674,0.002534334,0.00003982495,0.0001657086,0.0001635227,0.02370865],"genre_scores_gemma":[0.04844979,0.9217141,0.003862563,0.002135231,0.001122236,0.0001289562,0.0003140837,0.0000358149,0.02223716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002177431,"threshold_uncertainty_score":0.007284164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400955577","doi":"10.1038/s41570-024-00637-8","title":"Ions go in and new phases appear","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"2D Materials and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Intercalation (chemistry); Ion; Phase transition; Transition metal; Chemical physics; Phase (matter); Materials science; Nanotechnology; Condensed matter physics; Chemistry; Inorganic chemistry; Physics","authors":[{"name":"Ruijie Yang","is_ca":true},{"name":"Yingying Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05703613991703378,"gpt":0.3945966643063072,"spread":0.3375605243892735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000401805,0.001101505,0.001006783,0.001348073,0.0003886942,0.001533053,0.0008799328,0.001317665,0.01018055],"category_scores_gemma":[0.0004155659,0.0004524668,0.000392002,0.000930696,0.00122559,0.003850283,0.001610034,0.002336814,0.008079769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860067,"about_ca_system_score_gemma":0.0008777246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002825169,"about_ca_topic_score_gemma":0.0008586048,"domain_scores_codex":[0.9998075,0.00002532259,0.00001497842,0.00003538914,0.00009001797,0.00002675316],"domain_scores_gemma":[0.9998943,0.00003225277,0.00001541472,0.00001002957,0.00003157385,0.00001651942],"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":[0.0001032134,0.00003316911,0.00007665605,0.008142089,0.00004214376,0.0001902017,0.0001435484,0.0002163249,0.01442286,0.0713716,0.1314156,0.7738426],"study_design_scores_gemma":[0.000004321666,0.00001442878,0.00002555381,0.0002724949,0.000005697107,0.0001412775,0.00002054548,0.00001803482,0.0009568086,0.004279302,0.9942583,0.000003263807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000726577,0.9460491,0.002524859,0.003859237,0.01087822,0.00002924561,0.0001175882,0.0001425475,0.03567266],"genre_scores_gemma":[0.005703911,0.9412201,0.002683779,0.005207352,0.003008866,0.00005833086,0.0001694018,0.00006828798,0.04188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01018055,"threshold_uncertainty_score":0.03405738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220818565","doi":"10.1038/s41570-022-00376-8","title":"Gender equity in funding","year":2022,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Equity (law); Gender equity; Gender bias; Actuarial science; Business; Political science; Public economics; Economics; Accounting; Demographic economics; Psychology; Social psychology; Law","authors":[{"name":"Cathleen M. Crudden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2737951060726344,"gpt":0.4886098740406796,"spread":0.2148147679680452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01602195,0.0009931836,0.001562782,0.002893351,0.0009935148,0.004656809,0.001695402,0.004236352,0.01714091],"category_scores_gemma":[0.03472254,0.0004116559,0.0005362881,0.003153795,0.005686053,0.005880932,0.005803921,0.004282226,0.001958106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005418595,"about_ca_system_score_gemma":0.01668007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006072357,"about_ca_topic_score_gemma":0.009266262,"domain_scores_codex":[0.9915383,0.002996387,0.0006946289,0.0007467529,0.002573716,0.001450081],"domain_scores_gemma":[0.9906287,0.005278899,0.00130814,0.0005395668,0.001296355,0.0009484976],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001045862,0.00002347965,0.00072254,0.005005796,0.0001506385,0.0001550611,0.0003112966,0.0003792863,0.0001316888,0.2297429,0.2060888,0.5571839],"study_design_scores_gemma":[0.00006267483,0.00002061143,0.001070796,0.008981225,0.00007842734,0.0002790711,0.0001919857,0.00007309863,0.00009341347,0.07979423,0.9093396,0.00001493139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006096528,0.9151036,0.001237253,0.05330375,0.007717439,0.00002170735,0.0001603392,0.0000428947,0.02180339],"genre_scores_gemma":[0.04436678,0.886717,0.001382341,0.03899958,0.01427244,0.0001924742,0.0002517418,0.00007309588,0.01374458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983978,"threshold_uncertainty_score":0.08473319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316253777","doi":"10.1038/s41570-022-00459-6","title":"Listening to fathers in STEM","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Francis Crick Institute","keywords":"Active listening; Supramolecular chemistry; Field (mathematics); Psychology; Chemistry; Mathematics; Communication; Crystallography","authors":[{"name":"Jennifer Leigh","is_ca":false},{"name":"David K. Smith","is_ca":false},{"name":"Barry A. Blight","is_ca":true},{"name":"Gareth O. Lloyd","is_ca":false},{"name":"Charlie T. McTernan","is_ca":false},{"name":"Emily R. Draper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.111755142088075,"gpt":0.4067339788525657,"spread":0.2949788367644908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001979764,0.00086508,0.001248315,0.001397383,0.0006932859,0.001722919,0.0007139331,0.002730205,0.007731992],"category_scores_gemma":[0.003605283,0.0002822103,0.0003793824,0.00137711,0.001247857,0.001934372,0.001847707,0.003418364,0.001706714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413289,"about_ca_system_score_gemma":0.002239903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601753,"about_ca_topic_score_gemma":0.006014564,"domain_scores_codex":[0.9996299,0.0001500206,0.00003611391,0.00005401852,0.00009198846,0.00003802164],"domain_scores_gemma":[0.9988753,0.0008455353,0.00006929069,0.00001337376,0.00009365781,0.0001027082],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007707856,0.00003967248,0.0001766272,0.01632173,0.00005229022,0.0000905168,0.0003092629,0.00006020852,0.0002121623,0.00422227,0.06639774,0.9120405],"study_design_scores_gemma":[0.0000454871,0.00005881648,0.000930619,0.02557532,0.0001170597,0.0004769676,0.0004454108,0.00002319654,0.000101941,0.003298692,0.9689112,0.00001541176],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005391572,0.9972481,0.00003168569,0.001093098,0.0007537173,0.000002169455,0.000006675731,0.000002230901,0.0008083704],"genre_scores_gemma":[0.0006541628,0.995976,0.00006705311,0.001830076,0.0008602728,0.000007580522,0.00001293459,0.000001628091,0.0005902248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9980202,"threshold_uncertainty_score":0.02586615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321017788","doi":"10.1038/s41570-023-00473-2","title":"The Science of the Modern Kitchen","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Engineering; Engineering ethics; Mathematics education; Psychology","authors":[{"name":"Stephanie Sebastiampillai","is_ca":true},{"name":"Wayne Wing Him Law","is_ca":true},{"name":"Yong Jia Bu","is_ca":true},{"name":"Andrew P. Dicks","is_ca":true},{"name":"Deborah B. Zamble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06910414390630472,"gpt":0.3928117886877087,"spread":0.323707644781404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000608146,0.00103941,0.0009933965,0.001502824,0.0005876923,0.002024526,0.001368108,0.001548578,0.009146051],"category_scores_gemma":[0.0006247221,0.0003151793,0.0003869082,0.001578139,0.001978577,0.004169864,0.00176318,0.003417075,0.004760933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786635,"about_ca_system_score_gemma":0.001820326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347315,"about_ca_topic_score_gemma":0.004694001,"domain_scores_codex":[0.999676,0.00007331053,0.00001667999,0.00004891757,0.0001346687,0.00005047765],"domain_scores_gemma":[0.9998226,0.00007409026,0.00001760911,0.00001161523,0.00004895895,0.00002516396],"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":[0.00008673702,0.00005502677,0.0001019351,0.01127954,0.00004528036,0.0001555044,0.0001239372,0.0004082563,0.002317473,0.09039588,0.104675,0.7903554],"study_design_scores_gemma":[0.000002192379,0.000009298371,0.00008885332,0.0007350603,0.000005125698,0.0001073591,0.00002637735,0.00001995631,0.0001476267,0.003836579,0.9950172,0.000004454821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009445108,0.988607,0.0002538549,0.001077625,0.001379952,0.000003457794,0.00001376169,0.00001064899,0.008559351],"genre_scores_gemma":[0.001438374,0.9893131,0.0002541727,0.001183051,0.0006399913,0.000007204164,0.00001991305,0.000005235052,0.00713899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009146051,"threshold_uncertainty_score":0.03059661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399290486","doi":"10.1038/s41570-024-00619-w","title":"Chromatic inclusivity in chemistry","year":2024,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Victoria","funders":"","keywords":"Chromatic scale; Interpretation (philosophy); Perception; Computer science; Chemistry; Mathematics education; Psychology; Optics; Physics; Neuroscience; Programming language","authors":[{"name":"Nicholas J. Roberts","is_ca":true},{"name":"Jennifer L. MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03836017635301333,"gpt":0.396313995732147,"spread":0.3579538193791337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000759605,0.00119576,0.0008550476,0.001494237,0.0005315079,0.001246785,0.0009715515,0.0009192104,0.00930656],"category_scores_gemma":[0.0006644134,0.0004419589,0.0002759839,0.002149924,0.001732026,0.003434691,0.002126201,0.002851727,0.003624137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140421,"about_ca_system_score_gemma":0.0009421813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005838567,"about_ca_topic_score_gemma":0.001258977,"domain_scores_codex":[0.9997699,0.00003553574,0.00001618248,0.00003724674,0.0001073948,0.00003375863],"domain_scores_gemma":[0.9997984,0.00007908082,0.00002623614,0.00001560341,0.00005403886,0.00002670973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009864769,0.00004415801,0.00005959321,0.01265384,0.0000348117,0.000133903,0.00009889581,0.0004899945,0.007550598,0.06181634,0.07587916,0.8411402],"study_design_scores_gemma":[0.000006237086,0.00002715868,0.00008644843,0.0007321933,0.00001215601,0.0001301921,0.00001776157,0.0000677536,0.001034124,0.004606674,0.993272,0.000007382379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000282251,0.9784521,0.001149585,0.0008754103,0.003305579,0.0000121268,0.00002081098,0.00004552108,0.01585656],"genre_scores_gemma":[0.003381395,0.9826697,0.0009302229,0.001084589,0.00164498,0.0000200624,0.00003027047,0.00002017656,0.01021864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9994685,"threshold_uncertainty_score":0.03113353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406352993","doi":"10.1038/s41570-025-00684-9","title":"Reflections on the pigments of life","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Library science; Management; Engineering ethics; Environmental ethics; Engineering; History; Art history; Media studies; Sociology; Computer science; Philosophy; Economics","authors":[{"name":"Alexander Rosu-Finsen","is_ca":false},{"name":"David Dolphin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03981557080141011,"gpt":0.4001838663169224,"spread":0.3603682955155122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002068545,0.001722484,0.001360382,0.002337299,0.000609938,0.002680009,0.001250467,0.002647237,0.006618455],"category_scores_gemma":[0.002707178,0.0004882914,0.0005138759,0.002593112,0.002272723,0.004432763,0.002290182,0.006886849,0.006172071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610816,"about_ca_system_score_gemma":0.00215936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730321,"about_ca_topic_score_gemma":0.004046036,"domain_scores_codex":[0.9992907,0.0001444493,0.00004432071,0.00007302185,0.0003827977,0.00006469816],"domain_scores_gemma":[0.9989375,0.0005389999,0.00007066436,0.00003535036,0.0002567563,0.0001607725],"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":[0.00008920363,0.00004178064,0.0000589812,0.005324063,0.0000429662,0.000122205,0.0001168904,0.0002283994,0.001241034,0.02220554,0.5710683,0.3994607],"study_design_scores_gemma":[0.000004685493,0.000008297306,0.00005084117,0.0004938785,0.000005755763,0.00005953404,0.00001762774,0.000009693645,0.00005013292,0.001890328,0.9974043,0.000004992221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001751242,0.9891931,0.0001032191,0.002551294,0.00637378,0.000001995492,0.000009861293,0.000009094801,0.001740031],"genre_scores_gemma":[0.0003625059,0.9813369,0.000233219,0.005940339,0.006658596,0.000005936595,0.00002351967,0.00000753503,0.005431422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006618455,"threshold_uncertainty_score":0.02214098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407902694","doi":"10.1038/s41570-025-00701-x","title":"Author Correction: Closing the loop with reactions at the N-terminus","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Chemistry","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Closing (real estate); Loop (graph theory); C-terminus; Computer science; Chemistry; Mathematics; Combinatorics; Political science; Biochemistry; Law","authors":[{"name":"Kejia Yan","is_ca":true},{"name":"Ratmir Derda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458454308426912,"gpt":0.3213266477552761,"spread":0.306742104671007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004487564,0.002179003,0.001907008,0.002047715,0.001837344,0.002567261,0.003791092,0.006468103,0.02411765],"category_scores_gemma":[0.02079273,0.0008936516,0.00149567,0.00151453,0.002768875,0.002114506,0.002330833,0.008782611,0.02447628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606798,"about_ca_system_score_gemma":0.004892571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003613102,"about_ca_topic_score_gemma":0.004945395,"domain_scores_codex":[0.9962883,0.0006369209,0.0005120166,0.0006103712,0.001591603,0.0003607902],"domain_scores_gemma":[0.9917499,0.001926985,0.0006156585,0.0007371869,0.004353305,0.000616925],"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":[0.000118449,0.00001223839,0.0000540341,0.0009921247,0.0000358162,0.0006410178,0.00005053169,0.0001137654,0.0006492733,0.00325562,0.9522005,0.04187667],"study_design_scores_gemma":[0.00004050142,0.00003264577,0.0001235605,0.0002523472,0.00004010411,0.001061624,0.00001707941,0.00007131831,0.001329779,0.0009407052,0.9960686,0.00002159614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001882638,0.01836937,0.002139864,0.02162849,0.9541804,0.00002858975,0.0003361685,0.0003160056,0.002812807],"genre_scores_gemma":[0.02971013,0.1271873,0.01499018,0.1216075,0.3901514,0.0003606716,0.002544042,0.001876758,0.3115722],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02411765,"threshold_uncertainty_score":0.08068156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}