{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"5697467d40a8","filters":{"venue":"ISRN Analytical Chemistry"}},"results":[{"id":"W2171256973","doi":"10.1155/2013/825318","title":"Qualitative and Quantitative Control of Honeys Using NMR Spectroscopy and Chemometrics","year":2013,"lang":"en","type":"article","venue":"ISRN Analytical Chemistry","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministry of Rural Affairs","keywords":"Chemometrics; Principal component analysis; Chemistry; Partial least squares regression; Context (archaeology); Nuclear magnetic resonance spectroscopy; Multivariate statistics; Spectroscopy; Analytical Chemistry (journal); Linear discriminant analysis; Monosaccharide; Chromatography; Fructose; Artificial intelligence; Mathematics; Food science; Computer science; Stereochemistry; Organic chemistry; Physics; Biology; Statistics","authors":[{"name":"Marc Ohmenhaeuser","is_ca":false},{"name":"Yulia B. Monakhova","is_ca":false},{"name":"Thomas Kuballa","is_ca":false},{"name":"Dirk W. Lachenmeier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04034982312269603,"gpt":0.3049663817765411,"spread":0.2646165586538451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308504,0.0001610677,0.0003884503,0.00001463741,0.00006026326,0.00004900868,0.0001197042,0.0001140271,0.0005230352],"category_scores_gemma":[0.0007200391,0.00007098906,0.00007774615,0.0006578457,0.0004183153,0.0001082757,0.00007441569,0.0001636496,0.000007147106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002446801,"about_ca_system_score_gemma":0.00000717479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002718631,"about_ca_topic_score_gemma":0.000006033661,"domain_scores_codex":[0.9988112,0.00004338624,0.0002947482,0.0003770792,0.0002207646,0.0002527619],"domain_scores_gemma":[0.9987669,0.0006659221,0.0001258462,0.00006372594,0.0001882219,0.0001893749],"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":[0.00001531095,0.000056328,0.003912043,0.00003967229,0.00006984548,7.768043e-7,0.00010779,0.000001030561,0.9949086,0.0001779148,0.00005356155,0.0006571796],"study_design_scores_gemma":[0.0005888567,0.0001578034,0.01327602,0.00004925685,0.000294374,0.00001281456,0.005400832,0.02341998,0.948795,0.00731429,0.0001366638,0.0005541363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971447,0.0003884147,0.0001576456,0.001609826,0.000004766754,0.00008352869,0.00003223315,0.00001731785,0.0005615882],"genre_scores_gemma":[0.9980684,0.00004205083,0.0015768,0.00008342377,0.00005920653,0.000003167455,0.00001080121,0.000001333666,0.0001547968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04611358,"threshold_uncertainty_score":0.5726869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056639325","doi":"10.1155/2014/486842","title":"Ginsenosides in Commercial Ginseng Products Analyzed by Liquid Chromatography-Tandem Mass Spectrometry","year":2014,"lang":"en","type":"article","venue":"ISRN Analytical Chemistry","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Canada; Simon Fraser University","funders":"","keywords":"Ginseng; Chromatography; Ginsenoside; Chemistry; Ginsenoside Rg1; Internal standard; Mass spectrometry; Liquid chromatography–mass spectrometry; Tandem mass spectrometry; Quality standard; Medicine","authors":[{"name":"Linda Uhr","is_ca":true},{"name":"Yu‐Chun Chen","is_ca":true},{"name":"Daniel Sit","is_ca":true},{"name":"Paul C. H. Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00844239512272442,"gpt":0.2485875619417215,"spread":0.2401451668189971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003472281,0.0002938031,0.0003644022,0.00004862202,0.00009244558,0.00004460561,0.0003408718,0.0003355157,0.00008032298],"category_scores_gemma":[0.0004289137,0.0002603694,0.0001653736,0.0005193166,0.0002627245,0.000004516493,0.00009165056,0.0003074113,0.0000197323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003277086,"about_ca_system_score_gemma":0.00004021084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002143121,"about_ca_topic_score_gemma":0.000009465796,"domain_scores_codex":[0.9981358,0.00008185363,0.0003581423,0.000720778,0.000188853,0.0005145665],"domain_scores_gemma":[0.9990913,0.00006713329,0.00008960094,0.0004732886,0.00006974059,0.0002089432],"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":[0.00006356571,0.0001908765,0.004878868,0.00004252892,0.00004601576,0.000003970299,0.000003208787,0.00001243748,0.9905341,0.0001511644,0.003790924,0.0002823081],"study_design_scores_gemma":[0.001000528,0.0002979565,0.01260164,0.00002913064,0.000050067,0.00001976109,0.00002349664,0.0008644746,0.9519852,0.0001987891,0.0323444,0.0005845726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887412,0.0002693028,0.001962406,0.00105533,0.00002603929,0.0001667207,0.00002963908,0.00004794623,0.007701446],"genre_scores_gemma":[0.99769,0.00008560237,0.0006176467,0.0004957584,0.0003763546,0.00003153134,0.000270406,0.00002664136,0.0004061195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03854895,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}