{"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"},"query_hash":"924744a9ce9f","filters":{"venue":"Frontiers in Analytical Science"}},"results":[{"id":"W4280517196","doi":"10.3389/frans.2022.867938","title":"Review of Variable Selection Methods for Discriminant-Type Problems in Chemometrics","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Partial least squares regression; Feature selection; Chemometrics; Linear discriminant analysis; Mathematics; Pattern recognition (psychology); Discriminant; Rank (graph theory); Artificial intelligence; Statistics; Block (permutation group theory); Dimensionality reduction; Variable (mathematics); Selection (genetic algorithm); Random variate; Curse of dimensionality; Computer science; Machine learning; Random variable; Combinatorics","retraction":null,"screen_n_in":null,"score":{"opus":0.03466902877218367,"gpt":0.3794925213005061,"spread":0.3448234925283225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00260598,0.0001075695,0.0004241687,0.0007890211,0.0001215196,0.00001521205,0.0005388829,0.0000414551,0.0005394907],"category_scores_gemma":[0.002811743,0.0001011217,0.00007145794,0.0161238,0.0002207366,0.0001232666,0.0001521957,0.0002635828,3.715387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414142,"about_ca_system_score_gemma":0.000245686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571655,"about_ca_topic_score_gemma":0.000002410573,"domain_scores_codex":[0.9983537,0.00003735619,0.0004325475,0.0004135226,0.0003602289,0.0004026174],"domain_scores_gemma":[0.999311,0.0001536836,0.0001347511,0.0002061757,0.0001166567,0.00007771687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004143617,0.004765462,0.4549442,0.03615906,0.0003050427,0.000008666144,0.0007051314,0.008471769,0.2497368,0.03506871,0.07417121,0.1352495],"study_design_scores_gemma":[0.002244159,0.0007055976,0.00232333,0.001962754,0.0008665471,0.00003099189,0.002277894,0.6514366,0.174666,0.04613122,0.1158865,0.001468442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005706449,0.09825055,0.8656465,0.000979773,0.0008043295,0.0007534977,0.00003127091,0.00006994246,0.02775766],"genre_scores_gemma":[0.1480701,0.01127033,0.8353497,0.000826397,0.00006744844,0.0002482425,0.00003138716,0.00003811767,0.004098293],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6429648,"threshold_uncertainty_score":0.7746949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313271812","doi":"10.3389/frans.2022.1091869","title":"Can classical surface plasmon resonance advance via the coupling to other analytical approaches?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche; Université de Lille","keywords":"Surface plasmon resonance; Analyte; Resonance Raman spectroscopy; Plasmon; Biosensor; Resonance (particle physics); Surface plasmon; Nanotechnology; Raman spectroscopy; Localized surface plasmon; Surface-enhanced Raman spectroscopy; Chemistry; Molecular binding; Materials science; Analytical Chemistry (journal); Nanoparticle; Optoelectronics; Raman scattering; Optics; Physics; Molecule; Chromatography; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01715661380248297,"gpt":0.2713356495186681,"spread":0.2541790357161851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163884,0.0001883896,0.0002424607,0.0001143057,0.0004666852,0.00005150856,0.000833776,0.0000688036,0.000005101728],"category_scores_gemma":[0.0002493555,0.0001412514,0.0001054999,0.001694097,0.0009310063,0.000009251019,0.0005256517,0.0003512943,0.000001660703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224509,"about_ca_system_score_gemma":0.0001374672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360513,"about_ca_topic_score_gemma":0.00008026155,"domain_scores_codex":[0.9975707,0.00007146259,0.0002890801,0.0008373538,0.0006379674,0.0005934174],"domain_scores_gemma":[0.9990608,0.00002677148,0.00006861712,0.000589992,0.00005603652,0.0001978547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002442735,0.001969743,0.1829013,0.00004010128,0.0003155263,0.0001676727,0.0006623879,0.3105278,0.2930025,0.0184981,0.08451458,0.1049576],"study_design_scores_gemma":[0.0003075495,0.0003794927,0.002485008,0.00001352067,0.00004195668,0.00002165276,0.0006805554,0.8515358,0.03779913,0.0008260756,0.105341,0.000568219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266046,0.0009529345,0.1558714,0.01256384,0.0004602368,0.0006474752,0.00005749462,0.00008238682,0.002759635],"genre_scores_gemma":[0.9821585,0.00002429061,0.01575361,0.001044553,0.00006236001,0.00001590281,0.000006807247,0.00001557285,0.0009183587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.541008,"threshold_uncertainty_score":0.5760067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281694964","doi":"10.3389/frans.2022.900483","title":"Insights Into Bloodstain Degradation and Time Since Deposition Estimation Using Electrochemistry","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Differential pulse voltammetry; Hemoglobin; Redox; Electrochemistry; Chemistry; Deposition (geology); Voltammetry; Linear sweep voltammetry; Analytical Chemistry (journal); Biological system; Oxygen; Cyclic voltammetry; Electrode; Chromatography; Inorganic chemistry; Biochemistry; Organic chemistry; Biology; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.011068486881798,"gpt":0.3052667258304856,"spread":0.2941982389486876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001556404,0.00007466228,0.0001165844,0.0002735365,0.001317485,0.0001054243,0.0002219,0.00004281274,0.00002288593],"category_scores_gemma":[0.0008408744,0.00008463621,0.00002185113,0.002048793,0.0009741607,0.0004055403,0.0001071805,0.000207359,0.000001368804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139461,"about_ca_system_score_gemma":0.0003197482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007642586,"about_ca_topic_score_gemma":0.00005243845,"domain_scores_codex":[0.9982789,0.0002440488,0.0001827263,0.0003442845,0.00067615,0.0002738814],"domain_scores_gemma":[0.9995679,0.00006668888,0.00007326652,0.0001141769,0.00005866735,0.0001193554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002101839,0.0003788461,0.01689554,0.0000662559,0.00003810223,0.00005756982,0.01839014,0.0260726,0.4911068,0.1428,0.0009146353,0.3030693],"study_design_scores_gemma":[0.0001157441,0.00003713767,0.0006778811,0.000009610395,0.0000130426,0.000004369313,0.001454968,0.9666196,0.007003558,0.02350897,0.0004099341,0.0001451506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.711992,0.0001411316,0.2849583,0.0005025331,0.0002333555,0.0001431232,3.921845e-7,0.00004551551,0.001983624],"genre_scores_gemma":[0.8309115,0.000007996519,0.1688618,0.0000640877,0.00002377789,0.000006917796,0.000001712766,0.000003899701,0.0001182928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.940547,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307156959","doi":"10.3389/frans.2022.928573","title":"The crux of time: A meta-analysis of ex vivo whole blood degradation","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Meta-analysis; Degradation (telecommunications); Biomolecule; Ex vivo; Sample size determination; Hemoglobin; Substrate (aquarium); Biological system; Materials science; Statistics; Chemistry; Environmental science; Biology; Mathematics; Computer science; Nanotechnology; Biotechnology; Medicine; Ecology; In vivo; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02246481204445329,"gpt":0.2948199460771024,"spread":0.2723551340326492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375348,0.00005787037,0.0002514283,0.0001755867,0.0001296065,0.00001277098,0.0005191493,0.00002267337,0.0001163893],"category_scores_gemma":[0.0002270682,0.00003890283,0.0002549894,0.001752468,0.0009173189,0.000003094404,0.0002543972,0.00006873046,7.024524e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449025,"about_ca_system_score_gemma":0.0001308891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007684069,"about_ca_topic_score_gemma":0.00002894009,"domain_scores_codex":[0.9986513,0.00009439285,0.0002318123,0.000251827,0.0005692508,0.0002014059],"domain_scores_gemma":[0.9993882,0.00002575201,0.00007450338,0.0003632726,0.00009570992,0.00005258747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004187055,0.0009206992,0.04406701,0.00002727187,0.04771377,0.00001087236,0.0003341397,0.04183162,0.7862987,0.00455085,0.06195373,0.01187265],"study_design_scores_gemma":[0.001198853,0.001846425,0.01938652,0.000003073992,0.05212825,0.000008121796,0.002417902,0.4725619,0.3955372,0.002741053,0.05152457,0.0006461177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704168,0.007063063,0.01419716,0.00164662,0.0001678312,0.000368155,0.0001203162,0.000004336057,0.006015737],"genre_scores_gemma":[0.9932716,0.00006208232,0.001766238,0.0000402903,0.000006354003,0.00001047336,0.00001232416,0.000003068975,0.004827504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4307303,"threshold_uncertainty_score":0.33799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212638034","doi":"10.3389/frans.2021.729732","title":"Establishing Multivariate Specification Regions for Incoming Raw Materials Using Projection to Latent Structure Models: Comparison Between Direct Mapping and Model Inversion","year":2021,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Collinearity; Raw data; Computer science; Multivariate statistics; Data mining; Quality (philosophy); Latent variable; Product (mathematics); Canonical correlation; Projection (relational algebra); Statistics; Artificial intelligence; Machine learning; Mathematics; Algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.09953150331406756,"gpt":0.3389609227201223,"spread":0.2394294194060547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004184989,0.0001433991,0.0003759228,0.0003964427,0.0003183192,0.0002617658,0.0002172869,0.0001092861,0.00001085375],"category_scores_gemma":[0.0005476584,0.0001400768,0.00004021077,0.001718494,0.0001391956,0.0005219043,0.0001532656,0.0001454889,1.933741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005422814,"about_ca_system_score_gemma":0.0001175194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253011,"about_ca_topic_score_gemma":0.00001811335,"domain_scores_codex":[0.9983428,0.00002114982,0.0003815909,0.0005937252,0.0003018373,0.0003589696],"domain_scores_gemma":[0.9993015,0.00007892606,0.0001268768,0.0002153494,0.0001266376,0.0001506962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006577119,0.00007405964,0.02887342,0.0001384213,0.00006054716,0.000002796502,0.001530867,0.08999617,0.8750417,0.001471447,0.0004108005,0.002334052],"study_design_scores_gemma":[0.0001921297,0.000005438716,0.0004827875,0.00006147922,0.00007180222,9.755306e-7,0.001007515,0.8095138,0.1856227,0.00286426,0.00002455768,0.0001525714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4679812,0.00007043247,0.5313616,0.0001547553,0.00007823569,0.00008928328,0.00002260746,0.00002175289,0.0002201881],"genre_scores_gemma":[0.8753821,0.00001524575,0.1243631,0.0000287656,0.00006809561,0.000004243105,0.00002210152,0.000009276532,0.0001071001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7195176,"threshold_uncertainty_score":0.5712165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285083359","doi":"10.3389/frans.2022.934639","title":"Validating the Use of Amputated Limbs Used as Cadaver Detection Dog Training Aids","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; Government of Ontario; Université du Québec à Trois-Rivières","funders":"Fondation de l’UQTR; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Université du Québec à Trois-Rivières","keywords":"Odor; Context (archaeology); Cadaver; Medicine; Chromatography; Chemistry; Environmental chemistry; Surgery; Organic chemistry; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.0614157121926048,"gpt":0.2644421157727785,"spread":0.2030264035801737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008698446,0.00007834017,0.0001558879,0.00004118482,0.0006662463,0.00004065325,0.0003132083,0.0000273224,0.00009286327],"category_scores_gemma":[0.0005002821,0.00002931031,0.0000580433,0.00165995,0.0008488979,0.0001601682,0.0002202192,0.0001978251,0.000001850054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007723527,"about_ca_system_score_gemma":0.00001956439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007569642,"about_ca_topic_score_gemma":0.0002280626,"domain_scores_codex":[0.9986969,0.0001223522,0.0002030033,0.0002633985,0.000416607,0.0002976976],"domain_scores_gemma":[0.9995212,0.0002564111,0.0000725244,0.00005492937,0.00004225242,0.0000527066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002161882,0.0004214346,0.4131747,0.000009041111,0.00008753377,0.00006037605,0.006477963,0.01226938,0.05039302,0.006932213,0.002647822,0.5073103],"study_design_scores_gemma":[0.001067333,0.004343117,0.6226289,0.00006121131,0.0001354929,0.00009920516,0.04561391,0.2498615,0.01318842,0.0197494,0.04216047,0.001090976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984069,0.00004209004,0.0001784302,0.0005688188,0.0003074548,0.0000909563,0.000005448827,0.00001810058,0.0003817256],"genre_scores_gemma":[0.9990312,0.000004933287,0.0004850948,0.0002900734,0.00002169626,0.000008554432,0.000002347952,4.220772e-7,0.0001556482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5062193,"threshold_uncertainty_score":0.5124295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281485614","doi":"10.3389/frans.2022.857880","title":"Sensitive and Representative Extraction of Petroleum-Based Ignitable Liquids From Fire Debris For Confirmatory Analysis of Canine-Selected Exhibits","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Context (archaeology); Debris; Chromatography; Fire investigation; Environmental science; Forensic engineering; Engineering; Chemistry; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02097224007063742,"gpt":0.3446773401252052,"spread":0.3237051000545678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566841,0.00009199329,0.0004096215,0.0006886265,0.0004270635,0.00002363632,0.0001977166,0.0000495173,0.00009311693],"category_scores_gemma":[0.002354666,0.0001003002,0.0001010155,0.005217579,0.001723985,0.0001889191,0.00006811066,0.0001699688,1.365127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003984054,"about_ca_system_score_gemma":0.000523523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701373,"about_ca_topic_score_gemma":0.001583733,"domain_scores_codex":[0.9976983,0.0004679853,0.0003626675,0.0004321396,0.0007326723,0.0003062103],"domain_scores_gemma":[0.9983208,0.0007827675,0.0002353988,0.0001722559,0.0003654438,0.0001233588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003074853,0.0007624087,0.7040542,0.00008908477,0.001704326,0.00004777278,0.04028409,0.129729,0.0740291,0.01145453,0.008108485,0.02666205],"study_design_scores_gemma":[0.0004849005,0.0001789066,0.07152507,0.00001514429,0.0003791534,4.28634e-7,0.01936333,0.8863838,0.02032002,0.0006847631,0.0004763415,0.0001881294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829322,0.00008544042,0.1151784,0.000260105,0.0003024002,0.0002411988,0.0001022606,0.00002000035,0.0008779321],"genre_scores_gemma":[0.9671272,0.000009768343,0.03264375,0.00004541875,0.00001455847,0.0000206805,0.000008271256,0.00000490297,0.0001254494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7566548,"threshold_uncertainty_score":0.9895321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294628310","doi":"10.3389/frans.2022.994394","title":"An all-deoxyribonucleic acid circuit for detection of human telomerase activity in solution and on paper","year":2022,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Telomerase; G-quadruplex; DNA; Guanine; Telomere; Fluorescence; Duplex (building); Combinatorial chemistry; Chemistry; Biophysics; Cancer cell; Molecular biology; Biochemistry; Biology; Cancer; Nucleotide; Genetics; Gene; Physics; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01496654788412052,"gpt":0.2987438063992778,"spread":0.2837772585151572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005894392,0.00006953553,0.0001199331,0.000179286,0.0001360591,0.00001070758,0.0001287835,0.00004470683,8.677005e-7],"category_scores_gemma":[0.00007965378,0.00006639231,0.00003495669,0.000373563,0.0002920397,0.00001330166,0.00005807382,0.00009106858,3.249414e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008733902,"about_ca_system_score_gemma":0.00002420187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004717899,"about_ca_topic_score_gemma":0.00008988645,"domain_scores_codex":[0.9991324,0.00004795116,0.0001261739,0.0003536961,0.0001575023,0.0001822802],"domain_scores_gemma":[0.9996954,0.000005231764,0.00005047142,0.000171758,0.00002717605,0.00004992793],"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":[0.00006901786,0.000106903,0.002177881,0.000003330702,0.000003928546,6.720837e-7,0.00001392819,0.00002787303,0.9804404,0.00005585077,0.00002881918,0.01707135],"study_design_scores_gemma":[0.0002621433,0.0007995001,0.01146776,0.00000495372,0.00001132278,0.000001794983,0.0001139415,0.01450326,0.971679,0.0006780286,0.0003539424,0.0001243422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876707,0.00003133077,0.01200864,0.00006316364,0.00003623468,0.0001118312,0.000007742548,0.000006447106,0.00006394725],"genre_scores_gemma":[0.9984909,0.00001617464,0.001351411,0.0000897146,0.00001353647,0.00001115421,0.000007541748,0.000004062341,0.00001544961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016947,"threshold_uncertainty_score":0.27074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407985979","doi":"10.3389/frans.2025.1512520","title":"The variability in hydrocarbon ions (CnH−) of polymers detected by ToF-SIMS: principal component analysis on carbon density and cross-linking degree","year":2025,"lang":"en","type":"article","venue":"Frontiers in Analytical Science","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Principal component analysis; Degree (music); Hydrocarbon; Ion; Carbon fibers; Polymer; Component (thermodynamics); Chemistry; Analytical Chemistry (journal); Polymer chemistry; Materials science; Organic chemistry; Thermodynamics; Statistics; Physics; Mathematics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.006574388673993977,"gpt":0.2509737254347093,"spread":0.2443993367607153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239324,0.0001347459,0.0003254499,0.0005809814,0.0001610794,0.00008216866,0.0002989312,0.00007075477,0.000003471484],"category_scores_gemma":[0.0003330716,0.0001074082,0.00009747899,0.003931764,0.0006217861,0.00008638846,0.00008528464,0.0002911732,2.085022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025734,"about_ca_system_score_gemma":0.00004603833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012286,"about_ca_topic_score_gemma":0.0008928982,"domain_scores_codex":[0.998487,0.00008068403,0.0004143102,0.0003559203,0.0003199265,0.0003421694],"domain_scores_gemma":[0.9992031,0.0002856055,0.00004568349,0.0003320907,0.00005248055,0.0000810685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000410804,0.0000940815,0.9021174,0.00001951304,0.0002364273,0.000003444354,0.000120164,0.08393069,0.005135641,0.0005967095,0.00001750687,0.007687308],"study_design_scores_gemma":[0.000108956,0.00001046797,0.1827307,0.00002674725,0.00009493203,1.522406e-7,0.00009674318,0.8129267,0.003636103,0.0002530793,0.00002760894,0.00008785466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825208,0.0001702373,0.01438309,0.0001160919,0.0002029282,0.00008373479,0.000003626719,0.00002391442,0.00249553],"genre_scores_gemma":[0.9994009,0.00005782668,0.0004728461,0.00001298034,0.000004426472,0.000004339694,0.000001661119,0.000003816091,0.00004127361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.728996,"threshold_uncertainty_score":0.437998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}