{"id":"W4392821292","doi":"10.1007/978-1-0716-3734-0","title":"Transmembrane β-Barrel Proteins","year":2024,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Faculty of Medicine and Health, University of Sydney; Medizinische Fakultät, Rheinische Friedrich-Wilhelms-Universität Bonn; Directorate for Biological Sciences; National Institutes of Health; Rheinische Friedrich-Wilhelms-Universität Bonn; University of Miyazaki; University of Bristol; University of Leeds; Nottingham Trent University; King's College London; Centre National de la Recherche Scientifique; Aarhus Universitet; European Molecular Biology Laboratory; University of Exeter; University of Sydney; Trent University; Lehigh University","keywords":"Barrel (horology); Transmembrane protein; Chemistry; Geography; Biochemistry; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330572,0.001346805,0.0008912006,0.0008742653,0.0004971715,0.00115845,0.0009685341,0.0005532802,0.03189322],"category_scores_gemma":[0.00019712,0.0004887138,0.0004906786,0.001228551,0.0005049136,0.001554978,0.0007785296,0.001530847,0.05949574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863921,"about_ca_system_score_gemma":0.0003298841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421897,"about_ca_topic_score_gemma":0.0006112159,"domain_scores_codex":[0.9998512,0.000008338113,0.000005699922,0.00002939274,0.00008984798,0.00001538697],"domain_scores_gemma":[0.999954,0.00001188045,0.000004901512,0.000006964985,0.0000122045,0.00001012024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001631201,0.00006692636,0.00008165232,0.0008917245,0.00002682755,0.0002054408,0.0001442895,0.0005264601,0.1634478,0.07054915,0.2146568,0.5492397],"study_design_scores_gemma":[0.000006769972,0.00004443153,0.0001920088,0.00006210725,0.000008461399,0.0003506897,0.00001592725,0.0002863933,0.01950311,0.008087483,0.9714334,0.000009115545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007391786,0.1870259,0.1363965,0.002470828,0.005877426,0.0003994224,0.004607584,0.004534528,0.651296],"genre_scores_gemma":[0.009838598,0.04143889,0.03141186,0.0007216854,0.0003271838,0.0001714734,0.002882876,0.0003976091,0.9128099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03189322,"threshold_uncertainty_score":0.1066934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027219253872379,"score_gpt":0.3330562205763805,"score_spread":0.3227840280376567,"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."}}