Fettbestimmung in Milch- und Sahnecaramellen

European Food Research and Technology -     

A strategy for allowing meaningful and comparable scores in approximate matching

Approximate data matching aims at assessing whether two distinct instances of data represent the same real-world object. The comparison between data values is usually done by applying a similarity function which returns a similarity score. If this score surpasses a given threshold, both data instances are considered as representing the same real-world object. These score values depend on the algorithm that implements the function and have no meaning to the user. In addition, score values generated by different functions are not comparable. This will potentially lead to problems when the scores returned by different similarity functions need to be combined for computing the similarity between records. In this article, we propose that thresholds should be defined in terms of the precision that is expected from the matching process rather than in terms of the raw scores returned by the similarity function. Precision is a widely known similarity metric and has a clear interpretation from the user's point of view. Our approach defines mappings from score values to precision values, which we call adjusted scores. In order to obtain such mappings, our approach requires training over a small dataset. Experiments show that training can be reused for different datasets on the same domain. Our results also demonstrate that existing methods for combining scores for computing the similarity between records may be enhanced if adjusted scores are used.     

Microstructure,Hardness, and Residual Stress of the Dissimilar Metal Weldments of SA508-309L/308L-304L

A dissimilar metal weldment consisting of SA508-309L-308L-304L is widely used in light-water nuclear reactors. These weldments demonstrate dissimilar susceptibility to stress corrosion cracking that are related to the microstructure, properties, and residual stress. In this work, microstructures, hardness, and the residual stress distribution of the dissimilar metal weldments were investigated, with the correlation of increased hardness in the heat-affected zone (HAZ) to the microstructure. 304L HAZ demonstrated similar grain morphology as the base material, and the increase in hardness was primarily attributed to the increased dislocation density. SA508 HAZ demonstrated a change of grain morphology resulting from the different peak temperatures and cooling rates. The increased hardness in the SA508 HAZ was attributed to the refined grain morphology, higher dislocation density, and higher number density of precipitates. A ~ 20–30-μm-wide martensitic zone formed at the fusion boundary of SA508-309L, where Cr-rich carbide precipitates were observed, with the average size and the number density of 44.1 ± 16.9 nm and 1.5 × 10²¹ m⁻³, respectively. Residual stress results demonstrated the largest tensile stress at 309L butter, indicating its high cracking susceptibility.

     

Configurations of diastereomeric hydroxyethylene isosteres strongly affect biological activities of a series of specific inhibitors of human-immunodeficiency-virus proteinase

Human immunodeficiency virus (HIV) proteinase (PR) represents an important target for antiviral chemotherapy. We present an analysis of inhibitory activities of a series of pseudopeptide inhibitors of HIV-1 PR. All inhibitors were N-protected tetrapeptides with the scissile bond replaced by a nonhydrolysable hydroxyethylene or hydroxyethylamine isostere. To elucidate subtle structural requirements of the PR binding cleft, we synthesised inhibitors with four combinations of configurations at the asymmetric carbons of the isostere. Compounds were tested in vitro using purified recombinant enzyme and a chromogenic peptide substrate. The differences in inhibition constants between individual diastereoisomers reached three orders of magnitude. The most active hydroxyethylene-containing inhibitor possessed the 2R,4S,5S configuration at the isostere. Inhibitor activity was also tested in mammalian cell culture by analysing reduction of viral polyprotein processing and virus infectivity. The results obtained in tissue culture were generally in agreement with the in vitro data, giving a similar order of potency for the individual diastereoisomers. The most active compounds completely blocked production of infectious virus. A simulation method for interaction was employed to build a model of the inhibitors in the PR active site, to identify the interactions responsible for the differences in activities of individual stereoisomers, and to estimate the relative contribution of individual structural features to the overall inhibitory activity.