{"id":"W4414561489","doi":"10.1007/s00249-025-01799-z","title":"Proceedings of the 26th International Analytical Ultracentrifugation Workshop and Symposium","year":2025,"lang":"en","type":"editorial","venue":"European Biophysics Journal","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Friedrich-Alexander-Universität Erlangen-Nürnberg","keywords":"Analytical Ultracentrifugation; China; Isothermal titration calorimetry; Czech; Neutron scattering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002432362,0.001408296,0.0007523485,0.001287929,0.001880482,0.003992231,0.001092822,0.001329085,0.03428688],"category_scores_gemma":[0.001174803,0.0005126348,0.001063781,0.0009013339,0.0004981618,0.001042213,0.001982063,0.0022831,0.0272436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097522,"about_ca_system_score_gemma":0.002994007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477603,"about_ca_topic_score_gemma":0.004479719,"domain_scores_codex":[0.9986344,0.0002248337,0.00007536692,0.000182027,0.0006841656,0.0001991844],"domain_scores_gemma":[0.9987077,0.0000594069,0.00004942306,0.00007209175,0.0005975216,0.0005139354],"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":[0.0006441503,0.0002957906,0.0007090548,0.0004919931,0.00004967703,0.0003118419,0.0002865726,0.0003308679,0.03018388,0.00435036,0.788528,0.1738178],"study_design_scores_gemma":[0.000009835001,0.00006810774,0.0007807803,0.00008013093,0.00001308973,0.0001045699,0.00006092901,0.0001776757,0.004397656,0.000523985,0.9937691,0.00001406602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.04418363,0.1640798,0.05505151,0.05171757,0.28179,0.001386272,0.006343259,0.004276329,0.3911716],"genre_scores_gemma":[0.05250258,0.07425445,0.02885595,0.00550913,0.02175049,0.0007462598,0.01262716,0.001621193,0.8021328],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03428688,"threshold_uncertainty_score":0.114701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004211994131152711,"score_gpt":0.2433030842134985,"score_spread":0.2390910900823457,"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."}}