{"id":"W4318066862","doi":"10.1002/bmb.21630","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Biochemistry and Molecular Biology Education","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Citation; Computer science; World Wide Web; Information retrieval; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001074239,0.0003657601,0.0002349936,0.0001123603,0.0001201275,0.0000613341,0.0002291692,0.000990117,0.0002004792],"category_scores_gemma":[0.0001584185,0.000408913,0.0001262415,0.0001152914,0.0001932602,0.000006157694,0.000151096,0.0001648712,0.001243156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822991,"about_ca_system_score_gemma":0.0007926513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365021,"about_ca_topic_score_gemma":0.000001280775,"domain_scores_codex":[0.9986279,0.00006767697,0.0003441345,0.000558004,0.00009535357,0.0003069463],"domain_scores_gemma":[0.9987906,0.000008783503,0.0002131488,0.0005459629,0.0002343349,0.0002071265],"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":[0.00004804968,0.00007573325,0.00003540495,0.0003256443,0.00007060578,3.726834e-7,0.00001836116,0.000002023275,0.3059316,0.00003668263,0.6892864,0.004169128],"study_design_scores_gemma":[0.0002752663,0.00008953235,0.00003854265,0.00005293817,0.00005163337,0.0000114421,0.0001173257,0.000001347194,0.296394,0.0001840918,0.7024145,0.0003694271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6177477,0.1240418,0.008475281,0.005877391,0.03273863,0.003302287,0.005144787,0.0002729952,0.2023992],"genre_scores_gemma":[0.3360023,0.03207229,0.002573297,0.0120693,0.01132777,0.00127197,0.2571871,0.00029789,0.347198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2817453,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004784669834393519,"score_gpt":0.2821269898027026,"score_spread":0.277342319968309,"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."}}