{"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":"360ba89b6366","filters":{"venue":"Brazilian Journal of Analytical Chemistry"}},"results":[{"id":"W4377292949","doi":"10.30744/brjac.2179-3425.rv-136-2022","title":"Fundamentals and Analytical Strategies for Metabolomics Workflow: An Overview and Microbial Applications","year":2023,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"Fundação de Amparo à Pesquisa do Estado da Bahia; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Metabolomics; Workflow; Computer science; Biochemical engineering; Data science; Sample (material); Computational biology; Bioinformatics; Biology; Chemistry; Engineering","authors":[{"name":"Hanna C. de Sá","is_ca":true},{"name":"Emile dos Santos","is_ca":true},{"name":"S. R. S. T. de Carvalho","is_ca":true},{"name":"Rafaela Nunes","is_ca":true},{"name":"Gisele André Baptista Canuto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03041674558424326,"gpt":0.3225369589174154,"spread":0.2921202133331722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005213897,0.002892147,0.001927504,0.005167209,0.001110046,0.003464378,0.003117481,0.00294885,0.004334382],"category_scores_gemma":[0.003855625,0.001634684,0.001630625,0.004964221,0.001130189,0.003537012,0.002749283,0.003159986,0.007684251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276509,"about_ca_system_score_gemma":0.002638322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395552,"about_ca_topic_score_gemma":0.001266759,"domain_scores_codex":[0.9949983,0.0008580582,0.0005426269,0.001223674,0.002121579,0.000255685],"domain_scores_gemma":[0.9979784,0.0005926066,0.0002378582,0.0002499257,0.0008246176,0.0001166583],"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":[0.0006632979,0.0002503739,0.002408221,0.01117056,0.000340885,0.0008792593,0.0005627931,0.004467038,0.3559311,0.01635694,0.02085675,0.5861129],"study_design_scores_gemma":[0.00007101861,0.0006570959,0.004378168,0.002270905,0.0003146818,0.004744982,0.0004040906,0.02605881,0.294523,0.02634886,0.6396747,0.0005536099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.005788029,0.1334637,0.8375651,0.002129087,0.001064714,0.001077783,0.002622065,0.007525802,0.008763783],"genre_scores_gemma":[0.02175592,0.1145174,0.8507053,0.001237946,0.0009142479,0.001523064,0.003667515,0.001032419,0.004646185],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005213897,"threshold_uncertainty_score":0.02757406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406150850","doi":"10.30744/brjac.2179-3425.interview.rsturgeon","title":"Professor Ralph Sturgeon, a researcher with an extensive and very significant scientific and administrative career kindly gave an interview to BrJAC","year":2025,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medal; Library science; Chemistry; Political science; Management; History; Art history; Computer science","authors":[{"name":"Ralph E. Sturgeon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03711596120297573,"gpt":0.3282817385622634,"spread":0.2911657773592877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005893038,0.0008679061,0.0009662303,0.002252119,0.007922411,0.004124452,0.00120918,0.005284627,0.03067992],"category_scores_gemma":[0.02035733,0.0005955086,0.000679454,0.001585505,0.002498926,0.004082682,0.00358703,0.009955811,0.01404838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007317487,"about_ca_system_score_gemma":0.007575614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02470703,"about_ca_topic_score_gemma":0.05663948,"domain_scores_codex":[0.9958223,0.001820034,0.0001787037,0.0005738252,0.0009758233,0.000629415],"domain_scores_gemma":[0.9912173,0.001943955,0.000399741,0.0001355722,0.002853743,0.00344976],"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":[0.00001675765,0.00001262459,0.0003161659,0.0001074248,0.000002654038,0.0003453642,0.004594208,0.00001978999,0.0001771321,0.003146883,0.9766559,0.01460503],"study_design_scores_gemma":[0.00000384306,0.00001443762,0.0003536759,0.0001455047,0.000001967138,0.0004438865,0.007151173,0.00002735223,0.00004604748,0.0006457004,0.9911498,0.00001663046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004353242,0.02051631,0.0022134,0.8609822,0.0670542,0.0002161282,0.0005674451,0.0003140233,0.04378294],"genre_scores_gemma":[0.03938509,0.01805588,0.005203702,0.6080899,0.01395859,0.0004669277,0.0004627983,0.0006227846,0.3137544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03067992,"threshold_uncertainty_score":0.1026345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386109692","doi":"10.30744/brjac.2179-3425.feature-chemometrics","title":"CHEMOMETRICS & FAST ANALYTICS: A NEW SCENARIO IN BUSINESS INTELLIGENCE","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Anglo American (Canada)","funders":"Strong","keywords":"Business intelligence; Chemometrics; Leverage (statistics); Analytics; Data science; General partnership; Big data; Simplicity; Computer science; Government (linguistics); Sustainability; Quality (philosophy); Asset (computer security); Knowledge management; Business; Artificial intelligence; Data mining","authors":[{"name":"C. G. Soares","is_ca":false},{"name":"Guilherme Post Sabin","is_ca":false},{"name":"Jane Finzi","is_ca":false},{"name":"Leandro Wang Hantao","is_ca":false},{"name":"Luiz Felipe de Aquino","is_ca":false},{"name":"Nadir Hermes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0202731391605622,"gpt":0.2766459995035367,"spread":0.2563728603429745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03405091,0.002492621,0.002595885,0.008667902,0.004040353,0.02177444,0.004495806,0.01571525,0.01073204],"category_scores_gemma":[0.03181275,0.001390758,0.001999685,0.009774571,0.01670711,0.05461375,0.0119353,0.01856927,0.006880642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00393711,"about_ca_system_score_gemma":0.003955503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276151,"about_ca_topic_score_gemma":0.0006793384,"domain_scores_codex":[0.9800647,0.008561663,0.0009349932,0.002094047,0.007529013,0.0008155187],"domain_scores_gemma":[0.9602482,0.02316885,0.001404924,0.004951857,0.006282691,0.003943467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544849,0.0001199112,0.000818058,0.0005757594,0.00009080774,0.0003006991,0.0008090816,0.001042444,0.0008827276,0.680593,0.1368649,0.1777481],"study_design_scores_gemma":[0.00004223975,0.00006975789,0.0003796641,0.0004446094,0.00001980511,0.0004089904,0.000449293,0.006953353,0.0005604777,0.5915152,0.399043,0.0001135076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004069867,0.1087125,0.3755966,0.4379458,0.01037859,0.0002107147,0.00124633,0.003694551,0.0581451],"genre_scores_gemma":[0.1242074,0.09026194,0.668264,0.05648399,0.02983993,0.0007853147,0.001692703,0.001447686,0.02701703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03405091,"threshold_uncertainty_score":0.1800806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400288860","doi":"10.30744/brjac.2179-3425.point-of-view-n44","title":"Expanding Collaborations with Brazilian Scientists","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Science and Science Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Geography; Political science; Library science; Computer science","authors":[{"name":"Ralph E. Sturgeon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02689626309295505,"gpt":0.3564694559249544,"spread":0.3295731928319994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03270764,0.001032909,0.0007976441,0.008394365,0.007002452,0.009364264,0.002297737,0.002824819,0.0324856],"category_scores_gemma":[0.06027379,0.0004685576,0.0009101068,0.009689772,0.003170016,0.004463193,0.01936311,0.003090848,0.005351714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005963002,"about_ca_system_score_gemma":0.03118074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007496873,"about_ca_topic_score_gemma":0.01168467,"domain_scores_codex":[0.973117,0.01197718,0.001313859,0.002488402,0.007668773,0.003434679],"domain_scores_gemma":[0.9291354,0.01484944,0.005238481,0.006594144,0.0185782,0.02560435],"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":[0.0002571626,0.0001772099,0.02683001,0.004545201,0.0002774303,0.002556516,0.06279449,0.000545333,0.005125743,0.09237503,0.3579077,0.4466082],"study_design_scores_gemma":[0.00001744903,0.00003238716,0.004265739,0.0008006239,0.00002056338,0.0004799331,0.00488244,0.0001029166,0.0002338528,0.004552504,0.9845952,0.0000165107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05791899,0.132661,0.01078138,0.2459345,0.01814146,0.000985948,0.003692856,0.00134799,0.5285358],"genre_scores_gemma":[0.7325548,0.08398147,0.01685954,0.05135844,0.01158143,0.001140973,0.004073029,0.000834603,0.09761569],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03270764,"threshold_uncertainty_score":0.1729766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308912064","doi":"10.30744/brjac.2179-3425.ar-59-2022","title":"Application of Mass Spectrometry Imaging in Evaluating the Spatial Distribution of Aminoacids and Sugars in Basil Leaves upon Long-Time Exposure to Cadmium","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Chemistry; Theanine; Amino acid; Cadmium; Chromatography; Mass spectrometry; Basilicum; Biochemistry; Food science; Organic chemistry","authors":[{"name":"Vânia de Lourdes das Graças Teles","is_ca":true},{"name":"Pedro H. Vendramini","is_ca":true},{"name":"Rodinei Augusti","is_ca":true},{"name":"Letícia M. Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006735384048973094,"gpt":0.266273275984687,"spread":0.2595378919357139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001469474,0.0004445827,0.0001845302,0.0006220796,0.0002509419,0.0002505541,0.0002135361,0.0004077797,0.0006724941],"category_scores_gemma":[0.0001214893,0.0001904471,0.0001645051,0.0003290288,0.0001763411,0.0002630875,0.0002217895,0.0003892154,0.0002012562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109271,"about_ca_system_score_gemma":0.0001326404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085298,"about_ca_topic_score_gemma":0.001838488,"domain_scores_codex":[0.9999261,0.000008758812,0.000003569025,0.0000267475,0.00002018865,0.00001471496],"domain_scores_gemma":[0.9998908,0.00002363056,0.00002325695,0.000006752838,0.00003308168,0.00002240142],"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":[0.0000359718,0.000004367688,0.0003532241,0.00001952832,0.000002272022,0.00002479056,0.00001791259,0.00001266838,0.9987434,0.00001126307,0.000006882271,0.0007678387],"study_design_scores_gemma":[0.000006455524,0.0001365446,0.04290259,0.000008258647,0.00002463954,0.0005083524,0.00017215,0.00148237,0.9536214,0.00005632072,0.001068009,0.00001292007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806098,0.001955757,0.01460446,0.0001071817,0.00002321395,0.00003264837,0.0005584112,0.0001396212,0.001968883],"genre_scores_gemma":[0.9645211,0.001676094,0.02992726,0.0001040456,0.00001759266,0.00008052175,0.0005088713,0.0000493531,0.003115138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085298,"threshold_uncertainty_score":0.002249718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406150906","doi":"10.30744/brjac.2179-3425.editorial.n46","title":"About this Issue","year":2025,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Chemometrics; Nanotechnology; Computer science; Data science; Microfluidics; Chemistry; Analytical Chemistry (journal); Materials science; Environmental chemistry","authors":[{"name":"Mauro Bertotti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004746609917251748,"gpt":0.2418675189039425,"spread":0.2371209089866907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001459983,0.0009732178,0.001038796,0.001513629,0.002437826,0.008162978,0.001900032,0.005744917,0.487495],"category_scores_gemma":[0.0130306,0.0004012476,0.0009735391,0.001396581,0.0009783487,0.004029855,0.002544403,0.006082228,0.3226171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517337,"about_ca_system_score_gemma":0.003034022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601072,"about_ca_topic_score_gemma":0.002654183,"domain_scores_codex":[0.9981381,0.0002201772,0.0001456697,0.0002954276,0.0009930084,0.0002077037],"domain_scores_gemma":[0.9954233,0.00101433,0.0002740061,0.0004800351,0.001675021,0.001133358],"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":[0.000006771251,0.000009098569,0.00004582171,0.00006431054,0.000001620317,0.00002486268,0.00001745352,0.000006124905,0.00002781213,0.001032731,0.9797121,0.01905132],"study_design_scores_gemma":[0.000003015723,0.000003036212,0.00007799363,0.00006111279,9.301646e-7,0.00002652388,0.00002252446,0.000007095988,0.00001250466,0.0002935084,0.9994899,0.000001814797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003347653,0.01036931,0.0005669299,0.1072961,0.5285823,0.0001361412,0.002094727,0.001152226,0.3494674],"genre_scores_gemma":[0.003255417,0.008679778,0.0006869262,0.09301408,0.1632112,0.0001512106,0.002443595,0.001032108,0.7275257],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5125049,"threshold_uncertainty_score":0.7310261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400288795","doi":"10.30744/brjac.2179-3425.editorial.enqa2022.n44","title":"Brazilian Meeting on Analytical Chemistry: Twenty editions of high-level analytical chemistry","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internationalization; Library science; Latin Americans; Chemistry; Political science; Computer science; Law; Business","authors":[{"name":"Érico M.M. Flores","is_ca":false},{"name":"Márcia F. Mesko","is_ca":false},{"name":"Renato Zanella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01014281182185761,"gpt":0.2391599307412365,"spread":0.2290171189193789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01045002,0.002775014,0.002405257,0.01048552,0.004746972,0.01017162,0.003338343,0.00396123,0.07701571],"category_scores_gemma":[0.01360204,0.001155453,0.001946904,0.00695101,0.003079836,0.005614976,0.007651571,0.005298994,0.03834942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005688957,"about_ca_system_score_gemma":0.01368193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005932053,"about_ca_topic_score_gemma":0.00922958,"domain_scores_codex":[0.9859169,0.00196948,0.001137837,0.001192811,0.008622099,0.001160854],"domain_scores_gemma":[0.9850984,0.001535722,0.001333035,0.00139035,0.007766608,0.002875882],"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":[0.00008669528,0.00006689927,0.0003906815,0.001554821,0.00002736256,0.0001156171,0.000377962,0.00009719835,0.004679774,0.01043474,0.8489605,0.1332078],"study_design_scores_gemma":[0.000002560876,0.00001619311,0.0003521247,0.000157646,0.000005415277,0.0001295548,0.00004757395,0.00002904398,0.0003697308,0.001148178,0.997728,0.00001382781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003062484,0.2525008,0.01520345,0.0755966,0.2818482,0.0009874706,0.005982981,0.002978531,0.3618394],"genre_scores_gemma":[0.02917269,0.247104,0.03214142,0.03100556,0.1115719,0.001433797,0.01169606,0.004401684,0.5314729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07701571,"threshold_uncertainty_score":0.2576432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206560970","doi":"10.30744/brjac.2179-3425.editorial.vgmihucz.n33","title":"Quo vadis Spectroscopy?","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"Magyar Tudományos Akadémia","keywords":"Graphite furnace atomic absorption; Atomic spectroscopy; Chemistry; Spectroscopy; Atomic absorption spectroscopy; Analytical Chemistry (journal); Mass spectrometry; Elemental analysis; Detection limit; Inorganic chemistry; Environmental chemistry; Chromatography; Physics","authors":[{"name":"Victor G. Mihucz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01046475267319136,"gpt":0.2760091304370855,"spread":0.2655443777638941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004485067,0.0006464759,0.0006013276,0.001122327,0.003336249,0.007456037,0.001421001,0.005484276,0.03588488],"category_scores_gemma":[0.009078022,0.0002987871,0.0003800466,0.001091815,0.01129492,0.008188069,0.004058462,0.007295971,0.01890785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003560367,"about_ca_system_score_gemma":0.002638752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005627,"about_ca_topic_score_gemma":0.002098395,"domain_scores_codex":[0.9959881,0.001468553,0.0001526215,0.0009913571,0.001057611,0.0003417339],"domain_scores_gemma":[0.9972761,0.0008058533,0.0002757459,0.0005469671,0.000745122,0.0003502212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006266326,0.00002795342,0.0004993438,0.0003280835,0.00001617224,0.0001998992,0.001152146,0.00007222835,0.0007631938,0.6791649,0.2093585,0.1083549],"study_design_scores_gemma":[0.000005916303,0.00001235967,0.000131524,0.0002078082,0.000003643243,0.0001855166,0.0003182899,0.00006746408,0.000230803,0.08502302,0.913803,0.00001054231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002864035,0.09867205,0.01519414,0.3547652,0.07225386,0.00007596645,0.0004553421,0.0006197047,0.4550997],"genre_scores_gemma":[0.1622266,0.0917848,0.02044092,0.2033503,0.05251354,0.0004666987,0.0007354156,0.001017963,0.4674638],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03588488,"threshold_uncertainty_score":0.1200469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414789271","doi":"10.30744/brjac.2179-3425.interview.jfeldmann","title":"Professor Jörg Feldmann kindly granted an interview to BrJAC","year":2025,"lang":"en","type":"article","venue":"Brazilian Journal of Analytical Chemistry","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Inorganic arsenic; Center of excellence; Mercury (programming language); George (robot)","authors":[{"name":"Jörg Feldmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02021695891419858,"gpt":0.3315242792274223,"spread":0.3113073203132238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004722489,0.0008078184,0.001088773,0.001329159,0.004801565,0.002886029,0.0008583475,0.004687341,0.06343766],"category_scores_gemma":[0.01762053,0.0004866825,0.0005279437,0.0008948786,0.001195404,0.002298859,0.002265868,0.008783716,0.02525364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004674644,"about_ca_system_score_gemma":0.006478168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522651,"about_ca_topic_score_gemma":0.02902277,"domain_scores_codex":[0.9975713,0.0009524261,0.000124185,0.000332182,0.0005036756,0.0005163408],"domain_scores_gemma":[0.9926415,0.001191429,0.0002609979,0.0001092312,0.002412873,0.003383833],"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":[0.0000372808,0.00001943393,0.0003337633,0.00005426844,0.000002558347,0.000238283,0.0009299061,0.00002069473,0.0001698107,0.0009086152,0.9885513,0.008734182],"study_design_scores_gemma":[0.000008358742,0.00001951355,0.0007700804,0.00007346224,0.000002298595,0.0002526627,0.001993253,0.00003169782,0.00006164634,0.0002702867,0.9964994,0.00001726445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003997736,0.01267174,0.0008298832,0.8636622,0.09187946,0.0001716837,0.001273111,0.0003111157,0.0252031],"genre_scores_gemma":[0.04172552,0.01382351,0.001824749,0.6082945,0.0379442,0.0003688224,0.0008626273,0.0007415003,0.2944145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06343766,"threshold_uncertainty_score":0.2122201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}