Miracle-dz/UniFAR-FTUs huggingface dataset:
Incorporating computer-aided language sample analysis into clinical practice.

PURPOSE During the evaluation of language abilities, the needs of the child are best served when multiple types and sources of data are included in the evaluation process. Current educational policies and practice guidelines further dictate the use of authentic assessment data to inform diagnosis and treatment planning. Language sampling and analysis (LSA) offers an important clinical tool for gathering such authentic assessment data, and computer-aided methods of LSA make it clinically feasible. The purpose of this tutorial is to provide step-by-step procedures for computer-aided LSA (CLSA). METHOD This tutorial includes instructions for a 4-step CLSA process: (a) eliciting a representative sample of the child's language and recording it directly onto the computer; (b) transcribing the language sample; (c) analyzing the language sample and interpreting the results using a readily available software program, Systematic Analysis of Language Transcripts (SALT; J. Miller & A. Iglesias, 2006); and (d) using the results to plan the child's treatment goals and activities. A case study is provided to illustrate this process. IMPLICATIONS Digital technologies can dramatically improve the feasibility of LSA, potentially transforming clinical practice by providing a quantifiable but naturalistic measure of language. This tutorial will facilitate the integration of useful technologies into clinical practice and provide information regarding the application of CLSA data.
The statistical significance filter leads to overconfident expectations of replicability

We show that publishing results using the statistical significance filter---publishing only when the p-value is less than 0.05---leads to a vicious cycle of overoptimistic expectation of the replicability of results. First, we show analytically that when true statistical power is relatively low, computing power based on statistically significant results will lead to overestimates of power. Then, we present a case study using 10 experimental comparisons drawn from a recently published meta-analysis in psycholinguistics (Jager et al., 2017). We show that the statistically significant results yield an illusion of replicability. This illusion holds even if the researcher doesn't conduct any formal power analysis but just uses statistical significance to informally assess robustness (i.e., replicability) of results.
Treatment‐refractory depression: Definitions and characteristics

Forty to 50% of depressed patients who are initially prescribed antidepressant medications or administered electroconvulsive therapy do not experience a timely remission. This group typifies treatment‐refractory depression (TRD), defined as a failure to demonstrate an “adequate” response to an “adequate” treatment trial (i.e., sufficient intensity of treatment for sufficient duration). The approach to the patient with TRD must be methodical. The clinician should examine potential factors contributing to apparent non‐response: trial adequacy, compliance, differential diagnosis, and treatable comorbid conditions. After addressing these variables, a patient who does not demonstrate a remission may be considered treatment resistant (relative or absolute). Although many of these patients will respond to a subsequent treatment regimen, there are no (or only nominally useful) predictors for the initial selection of that “subsequent” antidepressant treatment. Hence, the initial treatment is typically chosen on the basis of safety and convenience, not differential efficacy. The search for the clinical and biological correlates of long‐term or acute outcome presents a major nosologic conundrum: Who will respond to treatment? Which treatment? In this manner, TRD challenges the prognostic utility of our current phenomenologic‐based diagnostic system. Depression and Anxiety 5:154–164, 1997. © 1997 Wiley‐Liss, Inc.
Business and Consumer Communication via online social networks: a preliminary investigation

Many businesses are moving to online communities as a means of communicating directly with their chosen market. This paper examines the nature of business and consumer communication via Australia’s largest online social networking site, Facebook. Business and consumer communication over a five month period was evaluated for one organisation with an active, and regularly updated Facebook page. It was found that consumers are more likely to respond to communication rather than initiate communication with the organisation. Results also indicated that more frequent communication on behalf of the consumer was not related to intention to interact with the ‘bricks and mortar’ organisation. Future research aims to investigate additional organisations across a range of product categories.
Atomic force microscopic comparison of remineralization with casein-phosphopeptide amorphous calcium phosphate paste, acidulated phosphate fluoride gel and iron supplement in primary and permanent teeth: An in-vitro study

Context: Demineralization of tooth by erosion is caused by frequent contact between the tooth surface and acids present in soft drinks. Aim: The present study objective was to evaluate the remineralization potential of casein-phosphopeptide-amorphous calcium phosphate (CPP-ACP) paste, 1.23% acidulated phosphate fluoride (APF) gel and iron supplement on dental erosion by soft drinks in human primary and permanent enamel using atomic force microscopy (AFM). Materials and Methods: Specimens were made from extracted 15 primary and 15 permanent teeth which were randomly divided into three treatment groups: CPP-ACP paste, APF gel and iron supplement. AFM was used for baseline readings followed by demineralization and remineralization cycle. Results and Statistics: Almost all group of samples showed remineralization that is a reduction in surface roughness which was higher with CPP-ACP paste. Statistical analysis was performed using by one-way ANOVA and Mann-Whitney U-test with P < 0.05. Conclusions: It can be concluded that the application of CPP-ACP paste is effective on preventing dental erosion from soft drinks.
Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

The objective of this study is to investigate and compare the results of three data mining approaches, the support vector machines (SVM), decision tree (DT), and Naive Bayes (NB) models for spatial prediction of landslide hazards in the Hoa Binh province (Vietnam). First, a landslide inventory map showing the locations of 118 landslides was constructed from various sources. The landslide inventory was then randomly partitioned into 70% for training the models and 30% for the model validation. Second, ten landslide conditioning factors were selected (i.e., slope angle, slope aspect, relief amplitude, lithology, soil type, land use, distance to roads, distance to rivers, distance to faults, and rainfall). Using these factors, landslide susceptibility indexes were calculated using SVM, DT, and NB models. Finally, landslide locations that were not used in the training phase were used to validate and compare the landslide susceptibility maps. The validation results show that the models derived using SVM have the highest prediction capability. The model derived using DT has the lowest prediction capability. Compared to the logistic regression model, the prediction capability of the SVM models is slightly better. The prediction capability of the DT and NB models is lower.
Integrating Project Delivery

DESCRIPTION A revolutionary, collaborative approach to design and construction project delivery Integrating Project Delivery is the first book-length discussion of IPD, the emergent project delivery method that draws on each stakeholder's unique knowledge to address problems before they occur. Written by authors with over a decade of research and practical experience, this book provides a primer on IPD for architects, designers, and students interested in this revolutionary approach to design and construction. With a focus on IPD in everyday operation, coverage includes a detailed explanation and analysis of IPD guidelines, and case studies that show how real companies are applying these guidelines on real-world projects. Endof-chapter questions help readers quickly review what they've learned, and the online forum allows them to share their insights and ideas with others who either have or are in the process of implementing IPD themselves.
Modelling the relationship between urban environment and travel behaviour: policy and indicators

Due to the necessity to undertake activities, every year people increase their standards of travelling (distance and time). Urban sprawl development plays an important role in these "enlargements". Thus, governments invest money in an exhaustiva search for solutions to high levels of congestion and car-trips. The complex relationship between urban environment and travel behaviour has been studied in a number of cases. Thus, the objective of this paper is to answer the important question of which land-use attributes influence which dimensions of travel behaviour, and to verify to what extent specific urban planning measures affect the individual decision process, by exhaustiva statistical and systematic tests. This paper found that a crucial issue in the analysis of the relationship between the built environment and travel behaviour is the definition of indicators. As such, we recommend a feasible list of indicators to analyze this relationship.
The effect of warm-up on swimming performance: the impact of volume, intensity and post warm-up recovery in elite swimmers

xi Resumo xiii Resumen xv Index of Figures xix Index of Tables xxi List of Abbreviations xxiii Chapter 1. General Introduction 1 Chapter 2. Literature Review 5 Study 1. Warm-up and performance in competitive swimming 5 Chapter 3. Experimental Studies 25 Study 2. Does warm-up have a beneficial effect on 100 m freestyle? 25 Study 3. The effects of different warm-up volumes on the 100 m swimming performance: a randomized crossover study 35 Study 4. Warm-up for sprint swimming: race-pace or aerobic stimulation? A randomized study 51 Study 5. The influence of post warm-up recovery duration on 100 m freestyle performance: a randomized crossover study 65 Chapter 4. General Discussion 77 Chapter 5. Overall Conclusions 83 Chapter 6. Suggestions for future research 85 Chapter 7. References 87 Appendix I 117 Appendix II 125
Determinants of Priority Sector Lending: Evidence from Bank Lending Patterns in India

Mandatory directed credit or priority sector lending (PSL) is part of the regulatory framework for commercial banks/ financial institutions in many countries, both developing and developed. However, compliance and lending effectiveness of such programs may be determined by a host of factors. This may be particularly so in developing countries, where availability of finance for the vulnerable sectors like agriculture, small businesses, weaker sections, is scarce. The present paper aims at examining the patterns of priority sector lending by banks, with a view to identifying the factors which determine this lending, and implementation challenges for lending by banks in such programs. The paper is based on an analysis of secondary data relating to priority sector lending (1998-2014) for eighty banks in India, and is supported by findings from the survey of ninety-seven lending officers of various banks. The results indicate gaps in patterns of the sect oral target compliance by different bank groups, along with the lending preferences and challenges faced by banks in such lending. It also identifies bank-specific characteristics like the nature of ownership, size, performance, etc., which have a significant impact on the priority sector lending patterns. Based on its findings, the paper offers policy suggestions for improving the effectiveness of priority sector lending program.
Earnings Management and Value Relevance During the Mandatory Transition from Local GAAPs to IFRS in Europe

This paper analyzes a sample of 1,722 European firms during their mandatory transition from local country accounting rules (Local GAAP) to International Financial Reporting Standards (IFRS) in 2004 and 2005 using the same set of firm-year observations. We use this unique transition period to examine the impact of a change in accounting standards on the quality of firms' financial statements. The transition to IFRS appears to have a small but significant impact on firms' reported total assets and book equity, as well as on their reported goodwill, intangible assets, property plant and equipment, long term debt and current assets and liabilities. For the same reporting period, Return on Assets (ROA) is significantly higher under IFRS than under Local GAAP with the greater increase occurring in those firms with lower levels of ROA under Local GAAP. This transition earnings management is present in all countries, but its level is highest in those countries with weaker legal institutions and higher levels of pre-transition earnings management. These results are consistent with managers using the transition to improve their reported earnings and ROA. IFRS earnings reconciliation disclosures are value relevant even with the noted transition earnings management. The value relevance of the book value of equity is limited to the Local GAAP reports. Both, partial and full IFRS earnings reconciliations are associated with market value and returns.
Spontaneous symmetry breaking by charge stripes in the high pressure phase of superconducting La1.875Ba0.125CuO4.

In those cases where charge-stripe order has been observed in cuprates, the crystal structure is such that the average rotational symmetry of the CuO2 planes is reduced from fourfold to twofold. As a result, one could argue that the reduced lattice symmetry is essential to the existence of stripe order. We use pressure to restore the average fourfold symmetry in a single crystal of La1.875Ba0. 125CuO4, and show by x-ray diffraction that charge-stripe order still occurs. Thus, electronically driven stripe order can spontaneously break the lattice symmetry.
The Association between Corporate Social Responsibility (CSR) and Earnings Quality – Evidence from European Blue Chips

Based on the notion that the results of prior research are mixed, this study reinvestigates the association between corporate social responsibility and earnings quality. More precisely, we examine the association between corporate social responsibility and the degree of earnings management, the degree of accounting conservatism and the quality of accruals. We find that firms with high corporate social responsibility ratings are more likely to engage in earnings management, to report bad news less timely and to have lower quality accruals. In contrast to prior research, our sample is based on European firms applying IFRS. For this reason, we argue that there are country-specific characteristics which moderate the association between corporate social responsibility and earnings quality and provide additional analyses which support this notion. Our results indicate that the increasing trend to invest in and to report about corporate social responsibility is not necessarily accompanied by higher quality financial statements.
A Model of Service Marketing in Port Services: Empirical Study in PT Pelabuhan Indonesia II (Persero), Tanjung Priok Branch

Port of Tanjung Priok is one of the ports in Indonesia which has the potential to be developed into an international seaport with the level of activity and the capacity of loading and unloading. This study aims to understand the key variables that determine the service quality of the port, so as to achieve customer satisfaction and loyalty. By using Structural Equation Modeling, this study analyzes the effects of various dimensions of service quality to customer satisfaction, and the relationships formed between perceived value and customer loyalty of the port service industry in Indonesia. The sampling method used was stratified random sampling with a total of 406 respondents. The results show positive relationships between the variables. This implies that service quality is an important aspect to focus on in order for Port of Tanjung Priok to achieve customer satisfaction and loyalty.
Does Corporate Governance Matter More for Firms with High Financial Slack

The effect of corporate governance may depend on a firm’s financial slack. On one hand, financial slack may be spent by managers for their private benefits; a high level is likely associated with severe agency conflicts. Thus corporate governance matters more for high financial slack firms (i.e., the wasteful spending hypothesis). On the other hand, financial slack provides insurance against future uncertainties; a low level may signal deviations from the best interests of shareholders. Then corporate governance is more effective for low financial slack firms (i.e., the precautionary needs hypothesis). We differentiate the two hypotheses using the passage of antitakeover laws to identify exogenous variation in governance. Consistent with the wasteful spending hypothesis, the laws’ passage has a larger negative impact on the operating and stock market performance of high financial slack firms. Further analysis shows that these firms do not invest more but become less efficient at cost management after the laws’ passage.
Bit-Patterned Magnetic Recording: Theory, Media Fabrication, and Recording Performance

Bit-patterned media (BPM) for magnetic recording provides a route to thermally stable data recording at >1 Tb/in2 and circumvents many of the challenges associated with extending conventional granular media technology. Instead of recording a bit on an ensemble of random grains, BPM comprises a well-ordered array of lithographically patterned isolated magnetic islands, each of which stores 1 bit. Fabrication of BPM is viewed as the greatest challenge for its commercialization. In this paper, we describe a BPM fabrication method that combines rotary-stage e-beam lithography, directed self-assembly of block copolymers, self-aligned double patterning, nanoimprint lithography, and ion milling to generate BPM based on CoCrPt alloy materials at densities up to 1.6 Td/in2. This combination of novel fabrication technologies achieves feature sizes of <;10 nm, which is significantly smaller than what conventional nanofabrication methods used in semiconductor manufacturing can achieve. In contrast to earlier work that used hexagonal arrays of round islands, our latest approach creates BPM with rectangular bit cells, which are advantageous for the integration of BPM with existing hard disk drive technology. The advantages of rectangular bits are analyzed from a theoretical and modeling point of view, and system integration requirements, such as provision of servo patterns, implementation of write synchronization, and providing for a stable head-disk interface, are addressed in the context of experimental results. Optimization of magnetic alloy materials for thermal stability, writeability, and tight switching field distribution is discussed, and a new method for growing BPM islands from a specially patterned underlayer-referred to as templated growth-is presented. New recording results at 1.6 Td/in2 (roughly equivalent to 1.3 Tb/in2) demonstrate a raw error rate <;10-2, which is consistent with the recording system requirements of modern hard drives. Extendibility of BPM to higher densities and its eventual combination with energy-assisted recording are explored.
Air-Gap Covert Channels

A fresh perspective on covert channels is presented in this work. A new class, air-gap covert channels, is defined as an unintentional communication channel established between systems that are physically and electronically isolated from one another. A specific class of air-gap covert channel is studied in depth, out-of-band covert channels (OOB-CCs), which are defined as policy-breaking communication channels established between isolated, physically unmodified systems. It is shown that OOB-CCs can be categorized by the physical channel that they communicate over: acoustic, light, seismic, magnetic, thermal, and radio-frequency, and the hardware that is required at the transmitter and receiver to make covert communication possible. In general, OOB-CCs are not as high-bandwidth as conventional radio-frequency channels; however, they are capable of leaking sensitive information that requires low data rates to communicate (e.g., text, recorded audio, cryptographic key material). The ability for malware to communicate information using a specific type of OOB-CC, the covert-acoustic channel, is also analyzed. It is empirically demonstrated that using physically unmodified, commodity systems (e.g., laptops, desktops, and mobile devices), covert-acoustic channels can be used to communicate at data rates of hundreds of bits per second, without being detected by humans in the environment, and data rates of thousands of bits per second when nobody is around to hear the communication. Defence mechanisms to counter covert-acoustic channels are also proposed and evaluated, and, as a result, best practices for the designers of secure systems and secure facilities are presented. Additionally, the covertness of OOB-CCs, i.e., the amount of data that can be leaked before the channel is detected, is also determined for classical communication channels as well as for covert-acoustic channels.
An outbreak of Escherichia coli O157 associated with a children's paddling pool

SUMMARY In May 1992. a small, circumscribed community outbreak of infection due to verotoxin-producing Escherichia coli O157 phage type 49 occurred in a semi-rural area of south-east Scotland. On the basis of stool cultures, six cases were identified, one of whom was asymptomatic. One child developed the haemolytic uraemic syndrome. Although the source of infection of the index case was not established nor could the extent of person-to-person spread be fully determined, the clinical, microbiological and epidemiological evidence available indicated that a children's paddling pool served as the focal point in the transmission of infection causing the outbreak.
Stockholder Conflicts and Dividend Payout

This paper examines how dividend policy influences conflicts of interest between majority and minority stockholders in a large sample of private firms with controlling blockholders. We find that a higher potential for stockholder conflicts is associated with higher payout. This tendency is stronger when the minority stockholder structure is diffuse and when the minority is not on the firm’s board. Minority-friendly payout is also associated with higher subsequent minority investment in the firm. These findings are consistent with the notion that dividend policy is used to mitigate agency costs, particularly when this benefits the majority in the longer run.
PCB Defect Detection Using Image Subtraction Algorithm

A Printed Circuit board (PCB) is used to connect different electronic components mounted on it using pathways or tracks which is etched from copper sheets. An automatic PCB defect detection is an approach that can be used to counter difficulties occurred in manual inspection that can eliminate subjective aspects and then provides fast quantitative and dimensional assessments. In this study different approaches have been implemented on reference and test PCB images to detect defects on bare PCBs before etching process, since etching usually contributes most destructive defect found on PCBs. We first compare a PCB standard image with the PCB test image using a simple subtraction algorithm that can highlight the main problem-regions. The defects that can be detected are over etchings (opens), under etchings (shorts), holes etc.