{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"792276704a95","filters":{"venue":"Studies in natural products chemistry"}},"results":[{"id":"W102639489","doi":"10.1016/b978-0-444-63281-4.00008-2","title":"Chemopreventive Properties of Fruit Phenolic Compounds and Their Possible Mode of Actions","year":2014,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Public Health Agency of Canada","keywords":"Chemoprotective; Antioxidant; Oxidative stress; Chemistry; Xenobiotic; Biochemistry; Mode of action; Cell growth; Pharmacology; Biology; Enzyme","authors":[{"name":"H.P. Vasantha Rupasinghe","is_ca":true},{"name":"Sandhya Nair","is_ca":true},{"name":"Robin A. Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04577241815143398,"gpt":0.2908212715022392,"spread":0.2450488533508053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007802167,0.0003541631,0.00108958,0.00006165142,0.00004530295,0.000004258579,0.0001078362,0.0002452451,0.000007189534],"category_scores_gemma":[0.0002047615,0.0002514318,0.0001198066,0.00005712446,0.001087578,0.00004874762,0.00020524,0.000732764,4.075447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007624188,"about_ca_system_score_gemma":0.000087623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000727356,"about_ca_topic_score_gemma":0.000001516325,"domain_scores_codex":[0.9987847,0.00000642254,0.0004275032,0.0004077822,0.0001871562,0.0001864233],"domain_scores_gemma":[0.9988627,0.00005132897,0.0003413412,0.0003426805,0.000371958,0.00002996085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001439535,0.00005892117,0.00003931594,0.008087593,0.0005776299,0.000001808173,0.001025319,2.38892e-7,0.9888217,0.0001600238,0.0006246798,0.0004588043],"study_design_scores_gemma":[0.0004729946,0.0000365394,0.00002895665,0.004199036,0.0001192327,0.00004062428,0.0006435191,0.000008954179,0.9912607,0.001903715,0.001052646,0.0002330445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8746745,0.05443717,3.453956e-7,0.0005155476,0.0001751396,0.000443804,0.00005895588,0.0000324018,0.06966212],"genre_scores_gemma":[0.9068888,0.002674437,0.00005915419,0.00001666571,0.0002939269,0.00001163856,0.00002307256,0.00003042664,0.09000183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05176273,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1497207203","doi":"10.1016/s1572-5995(00)80037-x","title":"Hypericum Perforatum - St. John's Wort Chemical, Pharmacological and Clinical Aspects","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hypericum perforatum; Hypericum; Traditional medicine; Medicine","authors":[{"name":"C. Erdelmeier","is_ca":false},{"name":"E Koch","is_ca":false},{"name":"Robert Hoerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05424689722457422,"gpt":0.3257078225602181,"spread":0.2714609253356439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004842682,0.0009574985,0.001463327,0.00002401118,0.0003711453,0.00005251176,0.0006635895,0.0008226687,0.0007757816],"category_scores_gemma":[0.0004301227,0.0004215509,0.0002687457,0.0002278869,0.002069979,0.0001352796,0.001010816,0.003294052,0.00003938791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315607,"about_ca_system_score_gemma":0.00004338591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005665983,"about_ca_topic_score_gemma":0.00001512291,"domain_scores_codex":[0.995904,0.00007445714,0.0009685156,0.001810291,0.0004669699,0.0007757604],"domain_scores_gemma":[0.9981524,0.0008216998,0.0003652967,0.0001749523,0.0003176993,0.0001679542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001844146,0.0007498909,0.001910017,0.001013326,0.004561713,0.001982842,0.0002289688,0.000001079555,0.5925242,0.0005301578,0.3041228,0.09053085],"study_design_scores_gemma":[0.002314538,0.0005608371,0.002632128,0.000818181,0.00123762,0.0005075486,0.0004285355,0.00001766483,0.04452164,0.01390741,0.9287441,0.004309779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956048,0.09015741,7.469467e-10,0.004282527,0.001988548,0.0007570785,0.0001122889,0.0002138023,0.1068836],"genre_scores_gemma":[0.8599509,0.04136189,0.00007072792,0.0007818672,0.004986565,0.00004405674,0.0002415014,0.00001313978,0.09254933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246213,"threshold_uncertainty_score":0.9998236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285138051","doi":"10.1016/b978-0-323-91097-2.00015-7","title":"Advances in the green extraction methods and pharmaceutical applications of bioactive pectins from unconventional sources: a review","year":2022,"lang":"en","type":"review","venue":"Studies in natural products chemistry","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología; International Development Research Centre","keywords":"Pectin; Chemistry; Fourier transform infrared spectroscopy; Differential scanning calorimetry; Heteronuclear single quantum coherence spectroscopy; Thermogravimetric analysis; Biomolecule; Nanotechnology; Materials science; Chromatography; Organic chemistry; Chemical engineering; Nuclear magnetic resonance spectroscopy; Biochemistry; Engineering","authors":[{"name":"Sara Elisa Herrera-Rodríguez","is_ca":false},{"name":"Neith Pacheco","is_ca":false},{"name":"Teresa Ayora‐Talavera","is_ca":false},{"name":"Soledad Cecilia Pech-Cohuo","is_ca":false},{"name":"Juan Carlos Cuevas-Bernardino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1095165141347026,"gpt":0.4379172746814007,"spread":0.3284007605466981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008270279,0.0002360192,0.0007848638,0.00001277549,0.000116534,0.00000940615,0.0003475221,0.00008187784,0.0001344114],"category_scores_gemma":[0.0003138954,0.00008482709,0.000134992,0.0007164743,0.0001794439,0.00008145794,0.000176181,0.0007510941,7.648464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000069828,"about_ca_system_score_gemma":0.0000224957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122182,"about_ca_topic_score_gemma":0.00004615868,"domain_scores_codex":[0.998311,0.0003292843,0.0004801799,0.0004978555,0.0002092327,0.0001724872],"domain_scores_gemma":[0.9975955,0.001883076,0.0003671178,0.00009404042,0.00004063953,0.000019625],"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":[0.000006104136,0.00005546003,0.000008044874,0.01240165,0.00005435303,0.000003255585,0.00007443585,3.26396e-8,0.000736883,0.000006389194,0.0000780794,0.9865753],"study_design_scores_gemma":[0.00004088002,0.00001000675,0.00001439501,0.003655732,0.000198786,0.00003660587,0.0006754084,8.991212e-7,0.0002091059,0.000273959,0.9947135,0.0001706882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002149643,0.9980686,1.642695e-7,0.0003708804,0.0001161786,0.0007334448,0.0002020172,0.000009351957,0.0002843684],"genre_scores_gemma":[0.0002276423,0.9985644,0.0001193694,0.0000512065,0.0003051021,0.0003271608,0.0002938515,0.000001406998,0.000109927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946355,"threshold_uncertainty_score":0.3459148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594248361","doi":"10.1016/b978-0-444-63931-8.00006-0","title":"Bioactive Polyphenols for Diabetes and Inflammation in Psoriasis Disease","year":2017,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Diabetes mellitus; Polyphenol; Medicine; Psoriasis; Oxidative stress; Inflammation; Antioxidant; Disease; Obesity; Population; Pharmacology; Biology; Traditional medicine; Biochemistry; Immunology; Internal medicine; Environmental health; Endocrinology","authors":[{"name":"Martha‐Estrella García‐Pérez","is_ca":false},{"name":"Pierre Betu Kasangana","is_ca":true},{"name":"Tatjana Stevanović","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02821864273089535,"gpt":0.2729893738121328,"spread":0.2447707310812374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000162343,0.0004307721,0.000625136,0.00008834025,0.0001857038,0.00001567081,0.0001871811,0.0003806312,0.00001476178],"category_scores_gemma":[0.000790728,0.0003725216,0.00008622804,0.00002098655,0.0005122533,0.0001054087,0.0001758876,0.0003489626,0.00001017893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015852,"about_ca_system_score_gemma":0.00006886778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003289151,"about_ca_topic_score_gemma":0.00001252767,"domain_scores_codex":[0.9986058,0.00001933258,0.0003223216,0.0006855552,0.00004034008,0.0003266014],"domain_scores_gemma":[0.9989266,0.0001885791,0.0002981396,0.0004273924,0.0001411848,0.00001814477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005081614,0.0003085254,0.009846362,0.0122743,0.01061953,0.0001712892,0.005832421,0.000002196449,0.5764355,0.002780802,0.009854969,0.3667925],"study_design_scores_gemma":[0.009979979,0.0001503183,0.007936144,0.003621227,0.001600906,0.00001472512,0.000625741,0.000002686997,0.8756499,0.02509135,0.07273727,0.002589741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6015404,0.3730024,8.009268e-8,0.001654453,0.003329509,0.001951947,0.0006718125,0.0000821106,0.01776726],"genre_scores_gemma":[0.7593669,0.005652726,0.00005068012,0.00001899512,0.0005960058,0.0002315973,0.0007933513,0.00004711268,0.2332426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673497,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W64035408","doi":"10.1016/b978-0-444-63294-4.00007-3","title":"Natural Polyphenols as Potent Inhibitors of DNA Methyltransferases","year":2014,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Centre National de la Recherche Scientifique; Association Nationale de la Recherche et de la Technologie","keywords":"Methyltransferase; Polyphenol; Chemistry; DNA; Biology; Biochemistry; Methylation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01729841016533063,"gpt":0.2779653196705803,"spread":0.2606669095052497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000306282,0.0005820135,0.0007134954,0.00007308002,0.00007160755,0.00001231994,0.0003352559,0.0004960008,0.00001387451],"category_scores_gemma":[0.0007882466,0.0005264356,0.000232916,0.00007213165,0.0005081657,0.000004125167,0.0002835318,0.0005941545,0.000005536232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000739868,"about_ca_system_score_gemma":0.0001291491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009730617,"about_ca_topic_score_gemma":0.000008827441,"domain_scores_codex":[0.9975852,0.00003246987,0.0007069753,0.0009339325,0.0003905893,0.0003508581],"domain_scores_gemma":[0.9983302,0.00005186719,0.0003445463,0.0007078903,0.0005097057,0.00005577293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001100779,0.0000238924,0.00002960973,0.0008645884,0.0003746196,0.000009381375,0.00008861046,0.00001114976,0.9930266,0.0002202529,0.0009574852,0.004283693],"study_design_scores_gemma":[0.0004118349,0.000107494,0.00002243351,0.0003367333,0.00008367206,0.00000859283,0.00006606407,0.000001603405,0.9650883,0.001532897,0.03178326,0.0005570998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5325749,0.3932813,0.000006039831,0.0005917816,0.002661599,0.000801945,0.00008326882,0.00003875259,0.06996049],"genre_scores_gemma":[0.8749555,0.008729975,0.0002217572,0.00005411371,0.00134689,0.00001352567,0.0003717009,0.00007313202,0.1142334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845513,"threshold_uncertainty_score":0.9997187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392208188","doi":"10.1016/b978-0-443-15589-5.00001-3","title":"Tryptophan and its role in sleep and mood","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Child, Adolescent and Family Mental Health","funders":"","keywords":"Mood; Sleep (system call); Psychology; Psychiatry; Computer science; Programming language","authors":[{"name":"Persis Yousef","is_ca":true},{"name":"Jessica Rosen","is_ca":false},{"name":"Colin M. Shapiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02325804782218443,"gpt":0.2678827475763407,"spread":0.2446246997541563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001005887,0.0004502099,0.0004850493,0.0001025157,0.00006760894,0.00004117536,0.0002054636,0.0002396939,0.00001638894],"category_scores_gemma":[0.0007763135,0.0003975167,0.0000399811,0.0001393913,0.0004468928,0.0001005666,0.0005330952,0.001058777,0.00001376092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008480022,"about_ca_system_score_gemma":0.00002844992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001338476,"about_ca_topic_score_gemma":0.00001019793,"domain_scores_codex":[0.9978894,0.00001043779,0.0003182952,0.001206372,0.0002370189,0.0003384875],"domain_scores_gemma":[0.9994524,0.0001242167,0.00008552039,0.0002517857,0.00004040221,0.00004566082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001784655,0.0000843711,0.00004158706,0.009116352,0.000145678,0.0007050022,0.00369103,0.000002512893,0.9559348,0.01836298,0.00186442,0.009872773],"study_design_scores_gemma":[0.001592259,0.00005642278,0.0001214747,0.001867606,0.00004863364,0.0002265955,0.001014299,0.000118656,0.88844,0.07859833,0.02630465,0.001611114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3698586,0.3125041,6.186786e-9,0.002202821,0.001052761,0.0006665686,0.00005546786,0.0001436804,0.3135159],"genre_scores_gemma":[0.788561,0.007676316,0.00001046108,0.0001103502,0.0002579523,0.00001570104,0.000004867985,0.00004556365,0.2033178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187024,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386723252","doi":"10.1016/b978-0-323-91253-2.00018-2","title":"Structure defines bioactivity of avocado-derived acetogenins","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Degree of unsaturation; Double bond; Chemistry; Stereochemistry; Triple bond; Fatty acid; Metabolism; Biochemistry; Organic chemistry","authors":[{"name":"Matthew Tcheng","is_ca":true},{"name":"Nawaz Ahmed","is_ca":true},{"name":"Paul A. Spagnuolo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05898040204484848,"gpt":0.262023798140538,"spread":0.2030433960956895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001029142,0.0004004595,0.0007281611,0.00001502645,0.0001642953,0.000005868547,0.0002777987,0.0003462533,0.00005232401],"category_scores_gemma":[0.0004710032,0.000165038,0.0001182236,0.0001740025,0.0006052807,0.00005856797,0.0003710658,0.0006091795,0.00001081741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004556974,"about_ca_system_score_gemma":0.00001646438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032526,"about_ca_topic_score_gemma":0.00008943245,"domain_scores_codex":[0.9984838,0.00001790852,0.0003728818,0.0006291849,0.0002265322,0.0002696523],"domain_scores_gemma":[0.998917,0.0003009255,0.0003413909,0.0001185128,0.0002994549,0.00002265531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006539798,0.00001502858,0.0001126093,0.0003094662,0.0003188894,0.00001246608,0.0001371369,0.000001290773,0.9939128,0.0003853374,0.003107533,0.001622046],"study_design_scores_gemma":[0.0004603782,0.00009637441,0.02022634,0.001039599,0.000161883,0.00003398524,0.001563924,0.000002084937,0.9285694,0.031288,0.01506751,0.001490471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695833,0.0129716,9.689441e-9,0.001309517,0.0008855325,0.0003389242,0.0008964904,0.0001435904,0.01387101],"genre_scores_gemma":[0.9004495,0.002736356,0.00001619287,0.00004111553,0.0005959567,0.000009058087,0.0004305345,0.000003825632,0.0957175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08184648,"threshold_uncertainty_score":0.6730052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400864420","doi":"10.1016/b978-0-443-15756-1.00013-6","title":"Saponins: A class of bioactive natural products with wide applications in human health","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"Natural product bioactivities and synthesis","field":"Biochemistry, Genetics and Molecular Biology","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 Ottawa","funders":"","keywords":"Class (philosophy); Natural (archaeology); Human health; Computer science; Biology; Medicine; Artificial intelligence; Environmental health","authors":[{"name":"Regildo Márcio Gonçalves da Silva","is_ca":false},{"name":"Sam Kacew","is_ca":true},{"name":"Filipe Oliveira Granero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728535642483284,"gpt":0.2877887670041225,"spread":0.2705034105792897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000359679,0.0008325088,0.001115173,0.0001827606,0.0001350431,0.00002486559,0.0004889172,0.0004159285,0.000004952507],"category_scores_gemma":[0.0003470494,0.0006551133,0.0001558078,0.0003294918,0.001071033,0.00001834088,0.0004805606,0.001472842,0.000002669114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394983,"about_ca_system_score_gemma":0.0004120411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004550064,"about_ca_topic_score_gemma":0.0001587336,"domain_scores_codex":[0.9963143,0.0000348286,0.0008096746,0.001841675,0.0004121922,0.0005873492],"domain_scores_gemma":[0.9977306,0.00006469926,0.0005597695,0.00109634,0.0004924417,0.00005616896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008552229,0.0003552094,0.0002254891,0.01671352,0.002730723,0.00008650297,0.001139907,0.0000189724,0.9540631,0.003453026,0.01680362,0.003554757],"study_design_scores_gemma":[0.0006724971,0.0002550991,0.0001040419,0.002029936,0.0001281789,0.00006062392,0.001332918,0.000002477321,0.9124194,0.00188335,0.07979092,0.001320599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.245317,0.6704103,0.000001051111,0.01085422,0.0014898,0.005127877,0.0005456232,0.0001494319,0.06610464],"genre_scores_gemma":[0.8141153,0.00402624,0.0002189316,0.00008835744,0.0008913295,0.000112593,0.0005810119,0.0001167634,0.1798495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6663841,"threshold_uncertainty_score":0.99959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254161455","doi":"10.1016/s1572-5995(00)80021-6","title":"Contributors","year":2000,"lang":"en","type":"book-chapter","venue":"Studies in natural products chemistry","topic":"","field":"","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 Toronto","funders":"","keywords":"Computer science","authors":[{"name":"Madeline Adamczeski","is_ca":false},{"name":"Zhiqiang An","is_ca":false},{"name":"Atta Rahman","is_ca":false},{"name":"Jacqueline C. Bede","is_ca":true},{"name":"Dirk Vanden Berghe","is_ca":false},{"name":"M. Calomme","is_ca":false},{"name":"M. Iqbal Choudhary","is_ca":false},{"name":"P. Christen","is_ca":false},{"name":"G. Ciccia","is_ca":false},{"name":"P. Cos","is_ca":false},{"name":"J. Coussio","is_ca":false},{"name":"C. Desmarchelier","is_ca":false},{"name":"Stephanie J. Eckerman","is_ca":false},{"name":"C.A.J. Erdelmeier","is_ca":false},{"name":"N.R. Farnsworth","is_ca":false},{"name":"Ferenc Fülöp","is_ca":false},{"name":"R.M. Giner","is_ca":false},{"name":"Kate J. Graham","is_ca":false},{"name":"R. Hoerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02705519887778007,"gpt":0.2866115479157911,"spread":0.2595563490380111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003847541,0.001141327,0.001459757,0.0001253649,0.0001536036,0.00003128384,0.0006735426,0.000638943,0.000594528],"category_scores_gemma":[0.00134294,0.001049021,0.0002150997,0.0001820546,0.001326118,0.0001277078,0.0004606977,0.002552065,0.001811189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305232,"about_ca_system_score_gemma":0.0001904409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004554638,"about_ca_topic_score_gemma":0.000005529625,"domain_scores_codex":[0.9958767,0.00001863848,0.0008629676,0.001645001,0.0007591169,0.0008375982],"domain_scores_gemma":[0.9974672,0.0001458654,0.0004525855,0.001226115,0.0006260121,0.00008218809],"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":[0.001330103,0.0002143083,0.00007747209,0.007180546,0.00544172,0.002729853,0.001667459,0.00002052041,0.0653457,0.005441939,0.9006623,0.009888074],"study_design_scores_gemma":[0.001269539,0.00002043791,0.00001309195,0.001759272,0.0002355608,0.0001450197,0.0001140243,0.000001919532,0.05555703,0.01592021,0.9229767,0.00198723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003781773,0.1903007,3.774985e-9,0.0004827328,0.001487921,0.0006759873,0.0003849576,0.0004010818,0.8024848],"genre_scores_gemma":[0.128912,0.005146072,0.00005478231,0.00007757529,0.002556114,0.00003527945,0.000423929,0.000313654,0.8624805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1851547,"threshold_uncertainty_score":0.9997491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}