{"id":"W4309492277","doi":"10.1002/bmb.21544","title":"Issue Information","year":2022,"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; University of Toronto","funders":"Nanjing University; Euskal Herriko Unibertsitatea; National Science Foundation; National University of Singapore; University of Pennsylvania; Swarthmore College; Clemson University","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":[0.0001107753,0.0003554196,0.0002272173,0.00009869893,0.0001917594,0.00005193516,0.0002659337,0.0006610342,0.001682672],"category_scores_gemma":[0.0001005486,0.0004152565,0.0001297293,0.0000933151,0.0001724043,0.000006255519,0.0002245538,0.0002166478,0.0002723998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004583397,"about_ca_system_score_gemma":0.0009542595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003107281,"about_ca_topic_score_gemma":5.422466e-7,"domain_scores_codex":[0.9986071,0.0001024044,0.0003350738,0.0005616065,0.0001118076,0.0002820246],"domain_scores_gemma":[0.9988301,0.000006812993,0.0002399188,0.0005656685,0.0001673928,0.0001900848],"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":[0.00008597665,0.0001584455,0.0000610763,0.0002921661,0.00008069005,4.270164e-7,0.00002630536,0.000004100693,0.3386733,0.00005814507,0.6548921,0.005667257],"study_design_scores_gemma":[0.0002970386,0.0001311558,0.00001852623,0.0000188211,0.00005228379,0.00002139074,0.0001628443,8.757314e-7,0.217616,0.000111384,0.7812003,0.0003693778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4978857,0.1996261,0.005195094,0.003953442,0.02289858,0.00283457,0.005290833,0.0001112921,0.2622044],"genre_scores_gemma":[0.4221638,0.02356805,0.002753727,0.01827716,0.007475187,0.001861734,0.3069407,0.0002100048,0.2167497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3016498,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003639311782144,"score_gpt":0.2691971333096466,"score_spread":0.2655578215275026,"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."}}