925 resultados para Model basic science research
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The concept of the relative density seems like a fruitful nonparametric approach to studying distributional differences between groups (Handcock and Morris 1999), yet it appears that the technique has gone more or less unnoticed in applied social science research. A scarcity of canned software might be one of the reasons the method is underutilized. Therefore, I present a new Stata command called reldist to plot the relative density, decompose distributional differences into location and shape effects, and compute relative distribution summary measures. The command is illustrated by an application comparing earnings by sex.
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The mission of the Institute of Developing Economies, Japan External Trade Organization (IDE-JETRO) is to make intellectual contributions to the world. In 2006 IDE officially launched its Institutional Repository, ARRIDE based on DSpace to accomplish the mission more effectively. ARRIDE was designed as a three server structure; external server, internal server and development server. Since IDE has copyright on the articles produced by its research staff through their research activities, it can deposit these articles without asking authors for permission, which guarantees sustainability of the Repository. In order that contents in ARRIDE are accessed worldwide IDE has been providing various search engines with proper metadata. Among them, RePEc that is a decentralized database on social sciences is very important.
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Fleshy fruits fall on to the ground together with cleaned seeds previously ingested by primary dispersers, offering a wide range of fruits and seeds to the ground foragers. Although nutritional properties strongly differ between fruits and seeds, this different seed presentation (cleaned seeds versus seeds within the pulp) has not been addressed in seed removal studies. This study reports on the removal of fruits versus their seeds in five fleshy-fruited species in a temperate forest. We found that rodents removed most of the seeds and partially consumed most of the fruits, preferring seeds to fruits. Rodents bit the fruits to extract the seeds, leaving most of the pulp. We found a preference ranking for the seeds (Sorbus aucuparia>Ilex aquifolium>Sorbus aria>Rosa canina>Crataegus monogyna) but no preferences were found for the fruits, probably due to their similarities in pulp constituents. Seed and fruit choice were affected by chemical and physical properties and not by their size. The presence of alternative and preferred seeds (nuts) delayed the encounter of the fruits and seeds and diminished their removal rates. We found that higher rodent abundance is not necessarily associated with higher removal rates of fleshy fruits. Rodent abundance, fruit size and seed size are minor factors in the removal of fleshy fruits and their seeds. This study underlines that scatter-hoarding rodents are important removers of fleshy fruits and their seeds, producing a differential seed removal depending on the seed presentation (with or without pulp), the nutritional properties of the seeds (but not of the fruits) and the presence of alternative food
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To improve understanding of how a rare endemic species of Centaurium adapts to a specialized ecological niche, we studied the germination ecology of the mountain spring specialist, C. somedanum, a perennial species restricted to an unusual habitat for this genus. We conducted laboratory experiments with fresh seeds collected from two populations for three consecutive years, to investigate: (1) the effect of temperature and light ongermination; (2) the existence of seed dormancy; and (3) inter-population and inter-annual variation in germinability. Germination occurred only in the light and at relatively low temperatures (15?228C) with no differences between constant and alternating regimes, and a significant decrease at high temperatures (258C and 308C). We found non-deep simple morphophysiological dormancy and variation in seed germinability depending on the year of seed collection. C. somedanum diverged from the common germination characteristics of the genus in: (1) its germination at lower temperatures, which contrasts with what is generally expected in wetland species but could be adaptive in the spring habitat; and (2) its morphophysiological dormancy, which we report here for the first time in the genus and which could be an adaptation to its mountain habitat.
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Treatment of food allergy consists of the avoidance of the specific allergenic food. However, the possibility of cross-reactivity with other food sources makes this practice sometimes ineffective. The use of hypoallergenic molecules with the ability to stimulate T cells may be a promising tool for specific immunotherapy.
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El objetivo de este Proyecto Fin de Carrera es abordar el análisis del capítulo de conclusiones de tesis de ingeniería de telecomunicación a partir de un corpus comparable en inglés y español. A través del léxico podrán conocerse las expresiones típicas y la estructura de capítulo de conclusiones, tanto en inglés como en español. Para empezar este Proyecto, se ha compilado los corpus que se quieren comparar, en total se ha digitalizado tres corpus, uno con 24 conclusiones de tesis doctorales en español, otro con el mismo número de capítulos de conclusiones de tesis doctorales en inglés (PhD) y por último un corpus de conclusiones de tesis de fin de máster y de grado. El primer análisis que se ha realizado es el de la estructura de las conclusiones a partir de los títulos y subtítulos del capítulo. Se han comparado los títulos más utilizados y se han comentado las coincidencias y diferencias entre los corpus. La estructura vista a través de los subtítulos, se ha comparado con la propuesta por la autora Glasman-Deal (2011) en trabajos académicos de investigación, principalmente en artículos de investigación. La siguiente parte del Proyecto se ha centrado en el estudio del léxico, para ello nos hemos ayudado de la herramienta informática Wordsmith tools de la que se han explicado sus herramientas y funciones más útiles para este trabajo entre ellas el plot, que informa número de archivos en la que aparece cada palabra en el corpus. Las palabras con mayor plot son las más usadas por todos los doctorandos cuando escriben el capítulo de conclusiones .Se han elaborado unas pirámides donde se han colocado las palabras propias del género académico de las tesis por orden de uso. Las más usadas, con mayor plot, en la base y según se asciende aparecen las que tienen menor plot, con el fin de ver de una forma gráfica el peso que tiene cada palabra en el corpus. El siguiente paso del análisis del léxico ha tenido el objetivo de diferenciar los contextos de uso de las palabras incluidas en las pirámides. Se ha diferenciado entre los usos de las palabras dependiendo de su denotación académica o técnica. Esta comparación ha permitido comprobar que dentro del mismo corpus un sustantivo como contribuciones tiene connotación positiva o negativa dependiendo del contexto. Con los ejemplos aportados por los corpus se proporciona una base para el análisis lingüístico, centrado en los sustantivos, en este trabajo. Para finalizar el Proyecto, se ha implementado una base de datos con los resultados obtenidos del análisis de los sustantivos en la que se pueden ver las palabras que corresponden a cada nivel de la pirámide y ejemplos del uso de estas palabras. The aim of this Project is to analyze the concluding chapter of PhD thesis in the field of telecommunication engineering by means of a comparable corpus in English and Spanish. Through the lexis we will be able to capture useful expressions and the typical structure of the chapter in these specialized thesis, either in English and Spanish. To start with, three corpora have been compiled. The first one consists of 24 concluding chapters of PhD thesis in Spanish; the second, is made up of the same number of chapters of PhD thesis in the English language; and finally, 24 further chapters of Master and Degree thesis in English were digitalized and prepared for lexis analysis. Second, the study of the structure of the chapter of conclusions has been carried out. In this part the most common titles in the chapter of conclusions have been analysed and compared so as to find differences and similarities between the two languages compared. Moreover, the structure found through the subtitles in the conclusions of the thesis has been compared with the structure proposed by Glasman-Deal (2011) in her book Science Research Writing. Third, the study has been focused on the lexis of each corpus. These corpora have been treated with a lexis analyser called Wordsmith tools. The variables of frequency and plot have been applied to withdraw the most widely used nouns from the list of all the words found in any of the corpus. A pyramidal structure has been designed in order to show the academic or gender nouns - the ones usually found in the concluding chapter of thesis – nouns with a higher plot in the corpus. Two different types of context have been found for these nouns: technical and academic denotation. To show the difference in use of these nouns, arranged examples of contexts are given for each of the words studied. Finally, a database has been implemented to arrange the results of the lexis study. In this database the most significant examples of each noun are shown.
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El aprendizaje automático y la cienciometría son las disciplinas científicas que se tratan en esta tesis. El aprendizaje automático trata sobre la construcción y el estudio de algoritmos que puedan aprender a partir de datos, mientras que la cienciometría se ocupa principalmente del análisis de la ciencia desde una perspectiva cuantitativa. Hoy en día, los avances en el aprendizaje automático proporcionan las herramientas matemáticas y estadísticas para trabajar correctamente con la gran cantidad de datos cienciométricos almacenados en bases de datos bibliográficas. En este contexto, el uso de nuevos métodos de aprendizaje automático en aplicaciones de cienciometría es el foco de atención de esta tesis doctoral. Esta tesis propone nuevas contribuciones en el aprendizaje automático que podrían arrojar luz sobre el área de la cienciometría. Estas contribuciones están divididas en tres partes: Varios modelos supervisados (in)sensibles al coste son aprendidos para predecir el éxito científico de los artículos y los investigadores. Los modelos sensibles al coste no están interesados en maximizar la precisión de clasificación, sino en la minimización del coste total esperado derivado de los errores ocasionados. En este contexto, los editores de revistas científicas podrían disponer de una herramienta capaz de predecir el número de citas de un artículo en el fututo antes de ser publicado, mientras que los comités de promoción podrían predecir el incremento anual del índice h de los investigadores en los primeros años. Estos modelos predictivos podrían allanar el camino hacia nuevos sistemas de evaluación. Varios modelos gráficos probabilísticos son aprendidos para explotar y descubrir nuevas relaciones entre el gran número de índices bibliométricos existentes. En este contexto, la comunidad científica podría medir cómo algunos índices influyen en otros en términos probabilísticos y realizar propagación de la evidencia e inferencia abductiva para responder a preguntas bibliométricas. Además, la comunidad científica podría descubrir qué índices bibliométricos tienen mayor poder predictivo. Este es un problema de regresión multi-respuesta en el que el papel de cada variable, predictiva o respuesta, es desconocido de antemano. Los índices resultantes podrían ser muy útiles para la predicción, es decir, cuando se conocen sus valores, el conocimiento de cualquier valor no proporciona información sobre la predicción de otros índices bibliométricos. Un estudio bibliométrico sobre la investigación española en informática ha sido realizado bajo la cultura de publicar o morir. Este estudio se basa en una metodología de análisis de clusters que caracteriza la actividad en la investigación en términos de productividad, visibilidad, calidad, prestigio y colaboración internacional. Este estudio también analiza los efectos de la colaboración en la productividad y la visibilidad bajo diferentes circunstancias. ABSTRACT Machine learning and scientometrics are the scientific disciplines which are covered in this dissertation. Machine learning deals with the construction and study of algorithms that can learn from data, whereas scientometrics is mainly concerned with the analysis of science from a quantitative perspective. Nowadays, advances in machine learning provide the mathematical and statistical tools for properly working with the vast amount of scientometrics data stored in bibliographic databases. In this context, the use of novel machine learning methods in scientometrics applications is the focus of attention of this dissertation. This dissertation proposes new machine learning contributions which would shed light on the scientometrics area. These contributions are divided in three parts: Several supervised cost-(in)sensitive models are learned to predict the scientific success of articles and researchers. Cost-sensitive models are not interested in maximizing classification accuracy, but in minimizing the expected total cost of the error derived from mistakes in the classification process. In this context, publishers of scientific journals could have a tool capable of predicting the citation count of an article in the future before it is published, whereas promotion committees could predict the annual increase of the h-index of researchers within the first few years. These predictive models would pave the way for new assessment systems. Several probabilistic graphical models are learned to exploit and discover new relationships among the vast number of existing bibliometric indices. In this context, scientific community could measure how some indices influence others in probabilistic terms and perform evidence propagation and abduction inference for answering bibliometric questions. Also, scientific community could uncover which bibliometric indices have a higher predictive power. This is a multi-output regression problem where the role of each variable, predictive or response, is unknown beforehand. The resulting indices could be very useful for prediction purposes, that is, when their index values are known, knowledge of any index value provides no information on the prediction of other bibliometric indices. A scientometric study of the Spanish computer science research is performed under the publish-or-perish culture. This study is based on a cluster analysis methodology which characterizes the research activity in terms of productivity, visibility, quality, prestige and international collaboration. This study also analyzes the effects of collaboration on productivity and visibility under different circumstances.
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We thank Donna Wallace and the animal house staff for their help with the animal studies. We thank Pat Bain for help in preparing the figures. This work was supported by the Biotechnology and Biological Science Research Council (BBSRC) grant number BB/K001043/1 (G.H., A.W.R., P.N.S., P.J.Mc. and P.J.M.) and the Scottish Government (A.W.R., L.M.T., C.D.M. and P.J.M.).
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Os ratos Wistar são amplamente empregados como modelo animal na pesquisa biomédica e o controle sanitário dos biotérios é essencial para garantir a qualidade dos experimentos. O objetivo do estudo foi a caracterização do estado sanitário da colônia de ratos Wistar em sistema de criação convencional e para tanto determinar as bactérias, fungos, virus e parasitos, bem como caracterizar as lesões anatomopatológicas do sistema respiratório. Foram utilizados 273 ratos (N), machos (M) e fêmeas (F), das faixas etárias 4, 8, 12, 16 a 20 semanas e entre 12 a 18 meses, para as determinações de peso e condição corpórea (N=273, 140M, 133F); avaliação bacteriológica de orofaringe, mucosa intestinal e lavado traqueobrônquico (N=40, 20M, 20F); determinação de anticorpos para vírus e bactérias (N=20, 10M, 10F); exame parasitológico (N=60, 30M, 30F); identificação molecular de Mycoplasma pulmonis em amostras de pulmão (N=25, 15M, 10F), e caracterização anatomopatológica da cavidade nasal, orofaringe, laringe, traqueia e pulmão (N=106, 53M, 53F). Foram realizadas ainda avaliações microbiológicas das salas dos ratos em três períodos com isolamento de Micrococcus spp., Staphylococcus spp., Bacillus spp., Aspergillus spp. e Penicillium spp. O peso se mostrou homogêneo dentro da faixa etária e gênero, com apenas sete animais magros (2,56%) e nove em sobrepeso (3,30%). Não foram isoladas bactérias patogênicas na orofaringe, mucosa intestinal e lavado traqueobrônquico por cultivo. Mycoplasma pulmonis foi determinado em 72% das amostras pulmonares e em 100% dos soros testados. Em 35% foram detectados anticorpos para Reovirus tipo III e em 100% para bacilos associados ao epitélio respiratório ciliado. Syphacia muris foi diagnosticada em 91,67%, Eimeria spp. em 3,33% e Entamoeba muris em 1,67%. Lesões relacionadas a infecção por agentes exógenos foram observadas em cavidade nasal e na orofaringe, laringe e traqueia a partir da 4 semanas de idade e, em pulmão desde as 12 semanas, com aumento de frequência de ocorrência e do grau de progressão, com o avançar da idade, nos vários segmentos estudados. Concluímos que a caracterização do estado sanitário dos ratos permite conhecer as particularidades do modelo biológico utilizado e compor base de dados para auxiliar no desenho e na interpretação experimental dos pesquisadores, além de garantir uma base para o programa de monitorização sanitária de biotérios em condições similares
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Childhood obesity is an epidemic that is having devastating effects on the physical and psychological health of children. The core processes of Acceptance and Commitment Therapy (ACT) are explored in this paper relative to how they can be applied as interventions in an early life obesity prevention model. While reviewing research in childhood obesity intervention models, this paper proposes a study that involves conducting behavioral health consultations with mothers whose children are at high risk for becoming overweight.
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The sedimentary record of the Tarcău and Vrancea Nappes, belonging to the flysch accretionary zone of the Eastern Carpathians (Eastern Carpathian Outer Flysch), registered Cretaceous-Miocene events during the evolution of the Moldavidian Basin. Our biostratigraphic data indicate that the deposits studied are younger than previously reported. The comparison of sedimentary record studied with the Late Cretaceous-Early Miocene global eustatic curve indicates that eustatic factor played a secondary role, after the tectonic one. Four main stages of different processes influenced by tectonics are recognized in the sedimentary record: (1) Campanian-Maastrichtian-earliest Paleocene; (2) latest Ypresian-Lutetian; (3) late Chattian-earliest Aquitanian, and (4) late Aquitanian-early Burdigalian. The late Chattian- earliest Aquitanian and late Aquitanian-early Burdigalian records indicate a high tectonic influence. The first event was related to the foredeep stage of the sedimentary domain studied, and the second one to the deformation stage of the same domain. The sedimentary records of tectonic influence recognized during these stages are useful tools for geodynamic reconstructions. The stratigraphic correlation of Tarcău and Vrancea sedimentary records are used
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Tetrabromobisphenol A (TBBPA) is the most widely used brominated flame retardant worldwide. A detailed examination of the degradation products emitted during thermal decomposition of TBBPA is presented in the study. Runs were performed in a laboratory furnace at different temperatures (650 and 800 °C) and in different atmospheres (nitrogen and air). More than one hundred semivolatile compounds have been identified by GC/MS, with special interest in brominated ones. Presence of HBr and brominated light hydrocarbons increased with temperature and in the presence of oxygen. Maximum formation of PAHs is observed at pyrolytic condition at the higher temperature. High levels of 2,4-, 2,6- and 2,4,6- bromophenols were found. The levels of polybrominated dibenzo-p-dioxins and furans have been detected in the ppm range. The most abundant isomers are 2,4,6,8-TeBDF in pyrolysis and 1,2,3,7,8-PeBDF in combustion. These results should be considered in the assessment of thermal treatment of materials containing brominated flame retardants.
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We propose a simple yet efficient method for generating in-plane hollow beams with a nearly full circular light shell without the contribution of backward propagating waves. The method relies on modulating the phase in the near field of a centrosymmetric optical wave front, such as that from a high-numerical-aperture focused wave field. We illustrate how beam acceleration may be carried out by using an ultranarrow non-flat meta-surface formed by engineered plasmonic nanoslits. A mirror-symmetric, with respect to the optical axis, circular caustic surface is numerically demonstrated that can be used as an optical bottle.