{"id":"W4382797246","doi":"10.14814/phy2.15322","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Physiological Reports","topic":"Biotin and Related Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Ludwig-Maximilians-Universität München; Anhui Medical University; Chinese Academy of Sciences; Göteborgs Universitet; Ohio State University; National University of Singapore; University College London; Vanderbilt University Medical Center; Midwestern University; University of Pittsburgh; University of Bath; Roy J. and Lucille A. Carver College of Medicine, University of Iowa; Brody School of Medicine; Johns Hopkins University; Southern Medical University; Turun Yliopisto; Aarhus Universitet; University of Bristol; University of Kansas; School of Medicine, Boston University; East Carolina University; University of Otago; Augusta University; Brock University; University of Miami; McMaster University; Nanjing Medical University; Vanderbilt University; Universiteit Stellenbosch; Brown University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001092741,0.0002551761,0.0003079642,0.00003808213,0.0001046731,0.00002426098,0.0001138103,0.0008609469,0.0005284725],"category_scores_gemma":[0.0002253577,0.0001763284,0.0001883661,0.00009828484,0.0001045322,0.000002728728,0.0002992928,0.0002922014,0.01284244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000107178,"about_ca_system_score_gemma":0.00005296343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001427159,"about_ca_topic_score_gemma":8.797516e-7,"domain_scores_codex":[0.9987708,0.00003850329,0.0004064911,0.0003653727,0.0001484802,0.0002703425],"domain_scores_gemma":[0.9991469,0.000009356721,0.0003024033,0.000374775,0.0001003912,0.0000662089],"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":[0.00001259786,0.00001811787,0.0000032324,0.00004936235,0.0001025111,0.00001518341,0.000009789424,0.00007032336,0.01541858,0.000002759546,0.9832425,0.001055008],"study_design_scores_gemma":[0.00005911833,0.0001694375,0.0005993655,0.00003371073,0.00001730074,0.00002410684,0.00002194629,0.00000240896,0.004963758,0.00008117425,0.9937704,0.0002572853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03972352,0.01119041,0.0002368883,0.001004424,0.03216009,0.001308986,0.0002433579,0.0002641516,0.9138682],"genre_scores_gemma":[0.1561553,0.02347328,0.0001673835,0.001906865,0.004488385,0.0001627802,0.01407803,0.00007501641,0.799493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1164317,"threshold_uncertainty_score":0.9879262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539725806358363,"score_gpt":0.2805925352419909,"score_spread":0.2651952771784073,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}