{"id":"W2890055560","doi":"10.1007/s00249-018-1333-z","title":"Analytical ultracentrifugation (AUC): a seminal tool offering multiple solutions","year":2018,"lang":"en","type":"article","venue":"European Biophysics Journal","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"British Biophysical Society; University of Canterbury","keywords":"Analytical Ultracentrifugation; Chromatography; Ultracentrifuge; Chemistry; Biochemical engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003734091,0.001719394,0.001636845,0.002833067,0.00196865,0.003300748,0.00217075,0.002702186,0.001202152],"category_scores_gemma":[0.008463142,0.001060555,0.0007632672,0.001936836,0.002375172,0.003647546,0.004263432,0.00625728,0.001584975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000992225,"about_ca_system_score_gemma":0.001837996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009213001,"about_ca_topic_score_gemma":0.0009096079,"domain_scores_codex":[0.9969273,0.000655593,0.000122757,0.0006822474,0.001410948,0.0002012036],"domain_scores_gemma":[0.996414,0.001219715,0.0002346129,0.0006716259,0.001075487,0.0003846949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007259271,0.000546349,0.00191391,0.001227862,0.0002165045,0.0003937823,0.001004789,0.003216082,0.4851511,0.1307931,0.01978786,0.3550227],"study_design_scores_gemma":[0.00008353795,0.0006020112,0.001053336,0.0003293451,0.0001745241,0.001045699,0.0001596219,0.0369055,0.6949875,0.05028575,0.2141365,0.0002366126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04393976,0.02180647,0.9093729,0.003452433,0.003563348,0.0003841022,0.0003679642,0.003839165,0.01327386],"genre_scores_gemma":[0.1871774,0.02111926,0.7691948,0.002305741,0.002004017,0.0006828323,0.0006730337,0.001407118,0.01543586],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003734091,"threshold_uncertainty_score":0.01974803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319368121665183,"score_gpt":0.1970492323630879,"score_spread":0.1838555511464361,"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."}}