Miracle-dz/UniFAR-FTUs huggingface dataset:
Grammatical and context‐sensitive error correction using a statistical machine translation framework

Producing electronic rather than paper documents has considerable benefits such as easier organizing and data management. Therefore, existence of automatic writing assistance tools such as spell and grammar checker/correctors can increase the quality of electronic texts by removing noise and correcting the erroneous sentences. Different kinds of errors in a text can be categorized into spelling, grammatical and real‐word errors. In this article, we present a language‐independent approach based on a statistical machine translation framework to develop a proofreading tool, which detects grammatical errors as well as context‐sensitive spelling mistakes (real‐word errors). A hybrid model for grammar checking is suggested by combining the mentioned approach with an existing rule‐based grammar checker. Experimental results on both English and Persian languages indicate that the proposed statistical method and the rule‐based grammar checker are complementary in detecting and correcting syntactic errors. The results of the hybrid grammar checker, applied to some English texts, show an improvement of about 24% with respect to the recall metric with almost similar value for precision. Experiments on real‐world data set show that state‐of‐the‐art results are achieved for grammar checking and context‐sensitive spell checking for Persian language. Copyright © 2012 John Wiley & Sons, Ltd.
China's exports in a world of increasing oil prices

Purpose – This paper aims to examine the impact of oil prices on trade's sensitivity to distance. Furthermore, it seeks to investigate if the nature of trade and the type of goods have a mediating role on the oil prices' impact on trade.Design/methodology/approach – A set of gravity models are estimated on a unique panel dataset from China Customs Statistics that reports trade by customs regime (processing trade vs non‐processing trade) and by transportation mode (air vs sea) for the years 1988‐2008.Findings – Higher oil prices increase the sensitivity of China's exports to distance. This effect is especially pronounced for processing exports, where goods cross borders multiple times. On the other hand, it is smaller for exports shipped by air. While these results are statistically significant, their economic effects are relatively small. This paper estimates that the quadrupling of oil prices between 2002 and 2008 has increased the elasticity of Chinese exports with respect to distance by a mere 5‐7 per .
Market Integration and Price Causality in the Myanmar Rice Market

In Myanmar, rice is an invaluable commodity both as a staple food and a source of high foreign exchange earnings through export. The country's agricultural economy has been transitioning from a planned economy to a market system since the late 1980s; however, the government has yet to engage in full-scale rice export deregulation. Therefore, Myanmar's rice marketing system works within the boundaries and limitations of a halfway-liberalized economy, inevitably eliciting questions about its performance. Using the Engle and Granger two-step co-integration method and the restructured Ravallion model of unrestricted vector auto-regression (VAR) error correction form, three surplus markets, three deficit markets, and Thai rice price series were tested to determine market integration and price causality. All price series were monthly data in both nominal and real values from 2001 to 2004. Results revealed that in the domestic market, integration was weak in real value of rice price, and the supply side eventually depended on the demand side. Price co-integration did not exist between Myanmar and Thai rice prices in real value, reflecting market segmentation. Consequently, accurate price information from international rice market price over time was unavailable for Myanmar rice price movement. Looking at the direction of rice price causality, deficit market prices were driving the consumer price index (CPI), and the CPI was forcing the surplus rice market price. Hence, deficit markets are the prime movers in rice price changes in Myanmar. Market integration suggests that the government should focus on managing inflationary pressure instead of being directly involved in the rice marketing sector in order to control the domestic rice price stability in the long run. Government monopoly in rice export has caused segmentation between domestic and international markets. If private rice export was permitted via trade policies, the marketing system would be able to transfer correct price signals from the world market to the producers, consumers, market participants, and finally, the government. Only then will Myanmar's rice market not be isolated from the international market and get the right price co-integration that may push the efficient market-oriented economy to move faster.
Forensic Discrimination of Sheet Glass Exposed to High Temperature by the Determination of Trace Impurities Using ICP-MS

The effect of heating on the refractive index (RI) and trace elemental compositions of glass was investigated in order to develop an accurate discrimination method of glass fragments exposed to the high temperature of fire on illegal entrance into a crime scene for robbery. Fragments taken from 5 different sheet glasses were subjected to RI measurement and analysis of trace elements using ICP-MS before and after heating at 764°C for 2 min. The difference in the RI between the heated and non-heated fragments ranged from 0.0012 to 0.0015, which corresponds to 6 times more than the variation of the RI within a pane of glass. In contrast, profiles of 10 elements (Co, Rb, Sr, Zr, Mo, Ba, La, Ce, Nd and Pb) in glass exhibited no significant difference between the heated and non-heated ones. In conclusion, the forensic discrimination of glass fragments must be performed not by RI measurement, but by analysis of the elemental compositions when glass evidence could be exposed to the high temperature of fire.
A RecA-LexA-dependent Pathway Mediates Ciprofloxacin-induced Fibronectin Binding in Staphylococcus aureus*

Subinhibitory concentrations of ciprofloxacin (CPX) raise the fibronectin-mediated attachment of fluoroquinolone-resistant Staphylococcus aureus by selectively inducing fnbB coding for one of two fibronectin-binding proteins: FnBPB. To identify candidate regulatory pathway(s) linking drug exposure to up-regulation of fnbB, we disrupted the global response regulators agr, sarA, and recA in the highly quinolone-resistant strain RA1. Whereas agr and sarA mutants of RA1 exposed to CPX still displayed increased adhesion to fibronectin, the CPX-triggered response was abolished in the uvs-568 recA mutant, but was restored following complementation with wild type recA. Steady-state levels of recA and fnbB, but not fnbA, mRNA were co-coordinately increased >3-fold in CPX-exposed strain RA1. Electrophoretic mobility shift assays revealed specific binding of purified S. aureus SOS-repressor LexA to recA and fnbB, but not to fnbA or rpoB promoters. DNase I footprint analysis showed LexA binding overlapping the core promoter elements in fnbB. We conclude that activation of recA and derepression of lexA-regulated genes by CPX may represent a response to drug-induced damage that results in a novel induction of a virulence factor leading to increased bacterial tissue adherence.
An Early Stage of Mason-Pfizer Monkey Virus Budding Is Regulated by the Hydrophobicity of the Gag Matrix Domain Core

ABSTRACT Intracellular capsid transport and release of Mason-Pfizer monkey virus are dependent on myristylation of the Gag matrix domain (MA). A myristylated MA mutant, in which Thr41 and Thr78 are replaced with isoleucines, assembles capsids that are transported to the plasma membrane but are blocked in an early budding step. Since the nuclear magnetic resonance structure of MA showed that these Thr residues point into the hydrophobic core of the protein, it was hypothesized that the T41I/T78I mutant was defective in release of myristic acid from the more hydrophobic core. In order to further investigate whether an increase in the hydrophobicity of the MA core modulates capsid-membrane interactions and viral budding, three tyrosine residues (11, 28, and 67), oriented toward the MA core, were replaced individually or in a pair-wise combination with the more hydrophobic phenylalanine residue(s). As a control, Tyr82, oriented toward the outer surface of MA, was also replaced with phenylalanine. These Tyr-to-Phe substitutions did not alter capsid assembly compared to wild type in a capsid assembly assay. Pulse-chase, immunofluorescence, and electron microscopy studies demonstrated that single substitutions of Tyr11, Tyr28, and Tyr67 recapitulated the T41I/T78I mutant phenotype of decreased budding kinetics and accumulation of capsids at the plasma membrane. MA double mutants with a combination of these Tyr substitutions exhibited a phenotype that was even more defective in budding. In contrast, MA mutants with Tyr82 replaced by Phe resulted in a transport-defective phenotype. These results strongly support the hypothesis that myristic acid is sequestered inside MA prior to capsid-membrane interactions.
Middle-latency and 40-Hz auditory evoked responses in normal-hearing subjects: click and 500-Hz thresholds.

Click and 500-Hz tone-burst thresholds were determined by four independent judges from sequentially recorded auditory brain stem responses--middle-latency responses (ABR-MLR)--and from 40-Hz event-related potentials (ERP) in 10 normal-hearing subjects. The thresholds determined from the two electrophysiologic methods were compared to each other and to behavioral pure-tone thresholds by means of matched-pair t tests (alpha less than or equal to .016 for each comparison). Thresholds estimated from both techniques closely approximated behavioral audiometric thresholds. The general trend was for the 40-Hz ERP thresholds to be lower than the MLR thresholds. However, the statistical analysis indicated that the differences between the two electrophysiologic thresholds and pure-tone audiometric thresholds were not significant. At threshold, the amplitudes of the 40-Hz ERPs were almost twice as large as the MLR amplitudes for clicks and only slightly larger than the MLR amplitudes for the 500-Hz tone-bursts. It was concluded that the MLR and the 40-Hz ERP techniques are equally viable procedures for threshold estimation in adults.
A Rat-Resistant Artificial Nest Box for Cavity-Nesting Birds

The puaiohi or small Kauai thrush (Myadestes palmeri) is an endangered bird endemic to the island of Kauai, Hawaii. The sole population of about 500 birds is currently restricted to remote, higher elevation areas of the Alakai Plateau. Puaiohi nest primarily on steep streamside cliffs, and their distribution and abundance are limited by availability of suitable nesting sites. Black rats (Rattus rattus) cause nest failure and mortality of nesting female puaiohis, and ground-based rodent control has not been effective at reducing nest predation. In 2007, we investigated whether artifi cial nest structures might be a viable alternative to rodent control by testing nest-box designs to fi nd one that was resistant to rats. In laboratory trials, we evaluated 3 designs that were currently being deployed as artifi cial nest boxes for puaiohi and found that they were not rat resistant. From these results, we developed and tested an improved design. Captive rats were unable to enter a nest box made from a 36-cm length of 15-cm-diameter plastic pipe with an overhanging entrance cut at an angle of 49 o .
A Prospective Natural History Study of Quitting or Reducing Gambling With or Without Treatment: Protocol

Background Only a small percentage of gamblers ever seek treatment, often due to stigma, embarrassment, or a desire to handle their problems on their own. While the majority of pathological gamblers who achieve remittance do so without accessing formal treatment, factors related to successful resolution have not been thoroughly explored. Objective Employing a prospective natural history design, the study will therefore undertake an investigation to explore life events, motivating factors, and strategies used by problem gamblers to quit or reduce their gambling without formal treatment. Methods Prospective participants (19 years or older) currently gambling at problematic levels with strong intentions toward quitting gambling will be directed to fill out a Web-based survey. Eligible participants will subsequently complete a survey that will assess: (1) types, frequency, and amount of money spent on gambling, (2) life events experienced in the past 12 months, (3) level of autonomous motivation for change, and (4) use of treatment services. Every 3 months for the duration of one year following the completion of their baseline survey, participants will be sent an email notification requesting them to complete a follow-up survey similar in content to the baseline survey. The four surveys will assess whether participants have experienced changes in their gambling behaviors along with positive or negative life events and motivations for change since the last survey. Individuals who are in the action and maintenance stages of quitting gambling at follow-up will be also asked about their techniques and strategies used to quit or reduce gambling. At 18 months post baseline, participants will be asked to complete a fifth and final follow-up survey that will also assess whether participants have experienced any barriers to change and whether they resolved their gambling to low risk levels. Results The study has commenced in May 2013 and is currently in the recruitment stage. The study is scheduled to conclude in 2016. Conclusions As this study will examine the active ingredients in natural recovery from gambling problems, the results will inform ways of promoting change among the large number of problem gamblers who do not seek treatment as well as improve treatment for those who do seek help. The information gained will also be useful in identifying effective self-help strategies for those who face challenges in accessing treatment, may be incorporated in standard treatment, provide brief intervention techniques, as well as inform relapse prevention strategies.
Audit risk in a client portfolio context

This paper examines the portfolio problem of an auditor who controls the level of audit quantity and then combines investments in general market securities with investments in risky audits. We note that an auditor cannot simply choose audits to add to the portfolio but, rather, that a portfolio is constructed indirectly through a process of bidding against competitors. Thus, our analysis yields a bidding function that provides an estimate of the minimum fee an auditor is willing to accept to serve a potential new client, given existing investments. We develop propositions concerning the effects of various portfolio characteristics on the fee bid. Finally, we discuss the possible impact of a portfolio view of audit risk upon the structure of the auditing industry.
Working past 65 in the UK and the USA: segregation into ‘Lopaq’ occupations?

A prominent business case for employing older people in the 2000s suggests diverse employment opportunities existed for Britons over 65, despite their limited employment rights. However, it is hypothesized that employees over 65 were disproportionately segregated into less desired ‘Lopaq’ occupations: these were low paid, required few qualifications and were often part-time. The UK is contrasted with the USA, a country with long-established age discrimination legislation; the Labour Force Survey and Current Population Survey are analysed. A greater UK concentration in Lopaq occupations suggests employers, working in a context of limited employee rights, selectively retained and recruited people in their 60s to these jobs. An alternative explanation, that Lopaq employment levels reflected the characteristics of those choosing to work, is unsupported by logistic regression analysis. US evidence suggests that the 2011 default retirement age abolition will weaken UK Lopaq occupational segregation after 65 more than voluntaristic commitments to ‘age-diversity’.
Rural Empowerment Zones and Enterprise Communities: The Impact of Globalization Processes and Public Policy on Economic Development

ABSTRACT The name of the Clinton Administration's Rural Empowerment Zone and Enterprise Community Program uses powerful political symbols—empowerment and community—to evoke the spirit of revitalization in distressed communities. This study assesses the program's chances for success. It reviews the legislation, program goals, and selection process; constructs a statistical profile of the 33 rural EZ/EC communities; and discusses the history of rural economic development in a world-economic system. Further, this study reviews the four policy goals of the EZ/EC Program and questions assumptions about the power of local communities and the process of globalization.
Tax Innovation in the States: Capitalizing on Political Opportunity

This paper assesses the factors that prompt states to adopt taxes during the twentieth century. We test five explanations of state tax innovation derived from the literature-economic development, fiscal health, election cycle, party control, and regional diffusion-using event history analysis, a pooled cross-sectional time-series technique. While little support is found for the economic development and party control explanations, our empirical results are highly consistent with a political opportunity explanation of state tax adoptions; (1) the presence of a long time until the next election, (2) the existence of a fiscal crisis, and (3) the presence of neighboring states that have previously adopted a tax all create opportunities for politicians to shield themselves from the political costs of supporting a tax increase and are all shown by empirical analysis to increase the probability of a tax adoption. This empirical evidence is consistent across different tax instruments and different periods of analysis throughout the twentieth century.
SecA protein is required for translocation of a model precursor protein into inverted vesicles of Escherichia coli plasma membrane.

We have investigated whether the SecA protein is required for in vitro translocation of a model presecretory protein into inverted vesicles (INV) of the Escherichia coli plasma membrane. Contrary to previous reports, we found that urea-extracted INV that contained only the membrane-integral form of SecA were fully translocation active. Proteoliposomes that were reconstituted from a detergent extract of INV did contain a full complement of membrane-integral SecA but < 1% of SecY. These proteoliposomes were fully translocation active. However, immunodepletion of > 90% of the SecA from the detergent extract yielded proteoliposomes that were translocation inactive. Addition of purified SecA to the SecA-depleted proteoliposomes restored translocation. The amounts of SecA required to saturate translocation activity were equivalent to those present as membrane-integral SecA in INV. These data indicate that SecA is necessary for protein translocation, and reinforce our previous conclusion that SecY is not required. Contrary to previous reports, we find that membrane-integral SecA is not irreversibly inactivated by 6 M urea and that membrane-integral SecA and SecY do not form a stoichiometric protein complex in the membrane.
Microarray analysis reveals key genes and pathways in Tetralogy of Fallot

The aim of the present study was to identify key genes that may be involved in the pathogenesis of Tetralogy of Fallot (TOF) using bioinformatics methods. The GSE26125 microarray dataset, which includes cardiovascular tissue samples derived from 16 children with TOF and five healthy age-matched control infants, was downloaded from the Gene Expression Omnibus database. Differential expression analysis was performed between TOF and control samples to identify differentially expressed genes (DEGs) using Student's t-test, and the R/limma package, with a log2 fold-change of >2 and a false discovery rate of <0.01 set as thresholds. The biological functions of DEGs were analyzed using the ToppGene database. The ReactomeFIViz application was used to construct functional interaction (FI) networks, and the genes in each module were subjected to pathway enrichment analysis. The iRegulon plugin was used to identify transcription factors predicted to regulate the DEGs in the FI network, and the gene-transcription factor pairs were then visualized using Cytoscape software. A total of 878 DEGs were identified, including 848 upregulated genes and 30 downregulated genes. The gene FI network contained seven function modules, which were all comprised of upregulated genes. Genes enriched in Module 1 were enriched in the following three neurological disorder-associated signaling pathways: Parkinson's disease, Alzheimer's disease and Huntington's disease. Genes in Modules 0, 3 and 5 were dominantly enriched in pathways associated with ribosomes and protein translation. The Xbox binding protein 1 transcription factor was demonstrated to be involved in the regulation of genes encoding the subunits of cytoplasmic and mitochondrial ribosomes, as well as genes involved in neurodegenerative disorders. Therefore, dysfunction of genes involved in signaling pathways associated with neurodegenerative disorders, ribosome function and protein translation may contribute to the pathogenesis of TOF.
Parental Behavioral and Psychological Control and Problematic Internet Use Among Chinese Adolescents: The Mediating Role of Self-Control

Previous research has reported contradictory effects of parental control on adolescents' problematic Internet use (PIU). To reconcile the discrepant findings, the current study examined the differential effects of parental behavioral control (solicitation and restriction) and psychological control (guilt induction, love withdrawal, and authority assertion) on adolescents' PIU. The mediating effect of self-control on the relationships between parental control and PIU was also examined. A total of 694 Chinese adolescents (M=13.67 years) completed questionnaire measures of parental behavioral control, psychological control, self-control, and PIU. After adjusting for age, gender, and family financial status, it was found that parental restriction (a form of behavioral control) was negatively associated with PIU, whereas love withdrawal (a form of psychological control) was positively associated with PIU. Increased self-control was associated with decreased PIU, and changes in self-control at least partially mediated the differential effects of parental behavioral and psychological control on PIU. Theoretical and practical implications of these findings are discussed.
Multiplex-PCR Method for Species Identification of Coagulase-Positive Staphylococci

ABSTRACT In veterinary medicine, coagulase-positive staphylococci (CoPS) other than Staphylococcus aureus have frequently been misidentified as being S. aureus strains, as they have several phenotypic traits in common. There has been no reliable method to distinguish among CoPS species in veterinary clinical laboratories. In the present study, we sequenced the thermonuclease (nuc) genes of staphylococcal species and devised a multiplex-PCR (M-PCR) method for species identification of CoPS by targeting the nuc gene locus. To evaluate sensitivity and specificity, we used this M-PCR method on 374 staphylococcal strains that had been previously identified to the species level by an hsp60 sequencing approach. We could successfully distinguish between S. aureus, S. hyicus, S. schleiferi, S. intermedius, S. pseudintermedius, and S. delphini groups A and B. The present method was both sensitive (99.8%) and specific (100%). Our M-PCR assay will allow the routine species identification of CoPS isolates from various animal species for clinical veterinary diagnosis.