{"id":"W4391693900","doi":"10.1016/j.ab.2024.115482","title":"Rapid high-resolution size distribution protocol for adeno-associated virus using high speed SV-AUC","year":2024,"lang":"en","type":"article","venue":"Analytical Biochemistry","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Sudbury","funders":"","keywords":"Protocol (science); Biological system; Analytical Chemistry (journal); Materials science; Chemistry; Chromatography","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"],"consensus_categories":[],"category_scores_codex":[0.0001869324,0.0002996918,0.0002372187,0.00002043699,0.0002058975,0.0001413351,0.0001839571,0.0004605721,0.0002480002],"category_scores_gemma":[0.0006041109,0.0002764491,0.0003287542,0.0002340785,0.0001353764,0.00001062647,0.0001233381,0.0001698486,0.00001842231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492505,"about_ca_system_score_gemma":0.000217192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009598499,"about_ca_topic_score_gemma":0.0000042421,"domain_scores_codex":[0.9981688,0.00004925032,0.0003867463,0.0007008894,0.0002325724,0.0004617984],"domain_scores_gemma":[0.9990702,0.00006432112,0.0000989834,0.0003695502,0.0001797331,0.0002171594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000334283,0.000261996,0.00008819432,0.0002472578,0.00022287,0.000009506172,0.000003323005,0.0001483365,0.9412557,0.0002025468,0.05678315,0.0004427877],"study_design_scores_gemma":[0.001296865,0.0004117122,0.0002696106,0.000191387,0.000177394,0.00001350672,0.00001412422,0.01059678,0.9625804,0.0006376921,0.02332312,0.0004874256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742923,0.0003971831,0.004748896,0.0003914546,0.0004548893,0.01741307,0.001760758,0.0001995929,0.0003418721],"genre_scores_gemma":[0.9893463,0.00001519907,0.0001621965,0.0001648662,0.0009942012,0.006340543,0.001613752,0.00004703168,0.001315965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03346003,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012936791569149,"score_gpt":0.3176304885688175,"score_spread":0.2975011206531261,"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."}}