100 research outputs found
Towards a Better Understanding of the Relationship between Probabilistic Models in IR
Probability of relevance (PR) models are generally assumed to implement the Probability Ranking Principle (PRP) of IR, and recent publications claim that PR models and language models are similar. However, a careful analysis reveals two gaps in the chain of reasoning behind this statement. First, the PRP considers the relevance of particular documents, whereas PR models consider the relevance of any query-document pair. Second, unlike PR models, language models consider draws of terms and documents. We bridge the first gap by showing how the probability measure of PR models can be used to define the probabilistic model of the PRP. Furthermore, we argue that given the differences between PR models and language models, the second gap cannot be bridged at the probabilistic model level. We instead define a new PR model based on logistic regression, which has a similar score function to the one of the query likelihood model. The performance of both models is strongly correlated, hence providing a bridge for the second gap at the functional and ranking level. Understanding language models in relation with logistic regression models opens ample new research directions which we propose as future work
Large enhancement of deuteron polarization with frequency modulated microwaves
We report a large enhancement of 1.7 in deuteron polarization up to values of
0.6 due to frequency modulation of the polarizing microwaves in a two liters
polarized target using the method of dynamic nuclear polarization. This target
was used during a deep inelastic polarized muon-deuteron scattering experiment
at CERN. Measurements of the electron paramagnetic resonance absorption spectra
show that frequency modulation gives rise to additional microwave absorption in
the spectral wings. Although these results are not understood theoretically,
they may provide a useful testing ground for the deeper understanding of
dynamic nuclear polarization.Comment: 10 pages, including the figures coming in uuencoded compressed tar
files in poltar.uu, which also brings cernart.sty and crna12.sty files neede
Impact of dietary incorporation of Spirulina (Arthrospira platensis) and exogenous enzymes on broiler performance, carcass traits and meat quality
This study assessed the effect of Spirulina
(Arthrospira platensis), individually and in combination
with exogenous enzymes, on growth
performance, carcass traits, and meat quality of broiler
chickens. One hundred and twenty Ross 308 male
chickens were allocated into 40 battery brooders, with 3
birds per cage, and fed ad libitum a corn-based diet
during the first 21 D of the trial. The experimental period
lasted from day 21 to 35, during which birds were fed 4
different diets: a corn-soybean basal diet, taken as the
control group, a basal diet containing 15% Spirulina
(MA), a basal diet containing 15% Spirulina plus 0.005%
Rovabio Excel AP (MAR), and a basal diet containing
15% Spirulina plus 0.01% lysozyme (MAL). Body weight
gain (P , 0.001) and feed conversion rate (P , 0.001)
were improved in control chickens, when compared with
those fed with Spirulina. In addition, Spirulina increased
the length of duodenum plus jejunum in relation to the
other treatment (P , 0.01). Chickens on the MAL diet showed a considerable increase in digesta viscosity
(P , 0.05) compared with the control group. Breast and
thigh meats from chickens fed with Spirulina, with or
without the addition of exogenous enzymes, had higher
values of yellowness (b*) (P , 0.001), total carotenoids
(P , 0.001), and saturated fatty acids (P , 0.001),
whereas n-3 polyunsaturated fatty acid (P , 0.01) and
a-tocopherol (P , 0.001) decreased, when compared
with the control. In conclusion, the incorporation of 15%
Spirulina in broiler diets, individually or combined with
exogenous enzymes, reduced birds’ performance through
a higher digesta viscosity, which is likely associated with
the gelation of microalga indigestible proteins. In addition,
cell wall of Spirulina was successfully broken by the
addition of lysozyme, but not by Rovabio Excel AP.
Therefore, we anticipate that the combination of lysozyme
with an exogenous specific peptidase could improve
the digestibility of proteins from this microalga and
avoid their detrimental gelationinfo:eu-repo/semantics/publishedVersio
Non-motor symptom burden in patients with Parkinson's disease with impulse control disorders and compulsive behaviours : results from the COPPADIS cohort
The study was aimed at analysing the frequency of impulse control disorders (ICDs) and compulsive behaviours (CBs) in patients with Parkinson's disease (PD) and in control subjects (CS) as well as the relationship between ICDs/CBs and motor, nonmotor features and dopaminergic treatment in PD patients. Data came from COPPADIS-2015, an observational, descriptive, nationwide (Spain) study. We used the validated Questionnaire for Impulsive-Compulsive Disorders in Parkinson's Disease-Rating Scale (QUIP-RS) for ICD/CB screening. The association between demographic data and ICDs/CBs was analyzed in both groups. In PD, this relationship was evaluated using clinical features and treatment-related data. As result, 613 PD patients (mean age 62.47 ± 9.09 years, 59.87% men) and 179 CS (mean age 60.84 ± 8.33 years, 47.48% men) were included. ICDs and CBs were more frequent in PD (ICDs 12.7% vs. 1.6%, p < 0.001; CBs 7.18% vs. 1.67%, p = 0.01). PD patients had more frequent previous ICDs history, premorbid impulsive personality and antidepressant treatment (p < 0.05) compared with CS. In PD, patients with ICDs/CBs presented younger age at disease onset, more frequent history of previous ICDs and premorbid personality (p < 0.05), as well as higher comorbidity with nonmotor symptoms, including depression and poor quality of life. Treatment with dopamine agonists increased the risk of ICDs/CBs, being dose dependent (p < 0.05). As conclusions, ICDs and CBs were more frequent in patients with PD than in CS. More nonmotor symptoms were present in patients with PD who had ICDs/CBs compared with those without. Dopamine agonists have a prominent effect on ICDs/CBs, which could be influenced by dose
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