Miracle-dz/UniFAR-FTUs huggingface dataset:
The effects of attitudes and perceived environment conditions on students' entrepreneurial intent

Purpose – The purpose of this paper is to examine key factors influencing students' intent to create a new venture. Based on Ajzen's theory of planned behaviour and Autio's model of intention, it aims to develop a model of entrepreneurial intent that incorporates both human and environmental factors. Specifically, the proposed model aims to focus on three constructs to predict the entrepreneurial intent, i.e. general attitudes (toward money, change, and competiveness), the attitude toward entrepreneurship, and the perception of the university environment and regional start‐up infrastructure.Design/methodology/approach – In June 2005, 35,040 students of medicine, law, and technical, natural, social and business science from seven universities in Austria (electronic survey) were contacted. The response rate was 8.10 per cent. A total of 2,124 cases were considered in the final analysis. A multiple linear regression model with attitudes, perceptions of environment conditions, and selected control variables (.
A geometric method for eigenvalue problems with low-rank perturbations

We consider the problem of finding the spectrum of an operator taking the form of a low-rank (rank one or two) non-normal perturbation of a well-understood operator, motivated by a number of problems of applied interest which take this form. We use the fact that the system is a low-rank perturbation of a solved problem, together with a simple idea of classical differential geometry (the envelope of a family of curves) to completely analyse the spectrum. We use these techniques to analyse three problems of this form: a model of the oculomotor integrator due to Anastasio & Gad (2007 J. Comput. Neurosci. 22, 239–254. (doi:10.1007/s10827-006-0010-x)), a continuum integrator model, and a non-local model of phase separation due to Rubinstein & Sternberg (1992 IMA J. Appl. Math. 48, 249–264. (doi:10.1093/imamat/48.3.249)).
Family Support and Parental Monitoring as Protective Factors in Preventing Depression and Alcohol Use among Mexican American Adolescents

The purpose of this dissertation research is to bridge the gap in the literature on Mexican American adolescent drinking and to contribute to the existing literature by examining generational differences in depression, adolescent alcohol use, frequency of use, and likelihood of experiencing social problems related to drinking. The existing literature on Latinos tends to group Mexican Americans with other Latino groups, which fails to capture unique characteristics of this culture. When Mexican Americans are studied as a unique and separate culture, the majority of the research does not distinguish between less acculturated Mexican Americans and those who are more oriented toward U.S. culture. Due to the lack of research and the need for further understanding of generational differences in Mexican American mental health outcomes, this study takes into consideration the important role of generational status in exploring the dependent variables. Furthermore this article seeks to explore precisely what aspects of family support and parental monitoring protect adolescent youth from using alcohol, engaging in frequent drinking, and experiencing social problems as a result of drinking.
Characteristics of Self-Aligned Gate-First Ge p- and n-Channel MOSFETs Using CVD $\hbox{HfO}_{2}$ Gate Dielectric and Si Surface Passivation

The electrical properties of p- and n-MOS devices fabricated on germanium with metal-organic chemical-vapor-deposition HfO2 as gate dielectric and silicon passivation (SP) as surface treatment are extensively investigated. Surface treatment prior to high-K deposition is critical to achieve small gate leakage currents as well as small equivalent oxide thicknesses. The SP provides improved interface quality compared to the treatment of surface nitridation, particularly for the gate stacks on p-type substrate. Both Ge p- and n-MOSFETs with HfO2 gate dielectrics are demonstrated with SP. The measured hole mobility is 82% higher than that of the universal SiO2/Si system at high electric field (~0.6 MV/cm), and about 61% improvement in peak electron mobility of Ge n-channel MOSFET over the CVD HfO2 /Si system was achieved. Finally, bias temperature-instability (BTI) degradation of Ge MOSFETs is characterized in comparison with the silicon control devices. Less negative BTI degradation is observed in the Ge SP p-MOSFET than the silicon control devices due to the larger valence-band offset, while larger positive BTI degradation in the Ge SP n-MOSFET than the silicon control is characterized probably due to the low-processing temperature during the device fabrication
Morphological and Chemoprofile (Liquid Chromatography-mass Spectroscopy and Gas Chromatography-mass Spectroscopy) Comparisons of Cyperus scariosus R. Br and Cyperus rotundus L.

Background: Cyperus scariosus (CS) R.Br and Cyperus rotundus (CR) L. belongs to Cyperaceae family which is well-reputed in the traditional systems of medicine. Although they grow in different agro-climatic conditions, they are often considered to be synonymous with each other. Objective: The present study was aimed to systematically classify both the species CS and CR through their morphological features and chemical profiling using liquid chromatography-mass spectroscopy (LC-MS), gas chromatography-mass spectroscopy (GC-MS) and thin layer chromatography patterns of the rhizome extracts. Materials and Methods: A method (LC-MS analysis) has been developed on Agilent LC-MSD Trap SL mass spectrometer equipped with Waters HR C18 column (3.9 mm × 300 mm, 6 μm) using isocratic elution with acetonitrile and water (70:30% v/v ratio). GC-MS analysis was performed on a Shimadzu GC-MS-QP 2010 equipped with DB-5 capillary column (30 m × 0.25 mm × 0.25 μm). Results: Chemoprofiling of CS and CR using LC-MS and GC-MS suggested that these two are different based on their deferential spectral pattern, however, some of the common peaks were found in both the species. In addition, we also performed the preliminary phytochemical investigation of hexane and chloroform extracts of these species, which led to the isolation of stigmasterol, β-sitosterol and lupeol as major constituents in CS. Conclusion: In summary, we have developed optimal chromatographic conditions (LC-MS and GC-MS) and morphological profiles to classify both the species, that is, CS and CR. Collectively, our analytical results coupled with the morphological data clearly suggested that CS and CR are morphologically different. SUMMARY The huge demand for herbal medicine has put pressure on the supply of natural resources which ultimately results in use of substandard materials or substitution and adulteration. The medicinal plants, Cyperus rotundus L and Cyperus scariosus R.Br which belongs to cyperaceae family and extensively used in the traditional systems of medicine. Although these two species are grown in different soil conditions, Cyperus scariosus R.Br often treated as synonymous of Cyperus rotundus. Thus, the present study was undertaken to classify these two species systematically using the modern analytical techniques as a powerful tools. Further, we also carried out the preliminary phytochemical investigation of hexane and chloroform extracts of cyperus scariosus rhizomes, which resulted in the isolation of three compounds namely Sitosterol, Stigmasterol and Lupeol.
Regression of 3D rigid transformations on real-valued vectors in closed form

In this paper, we present a regression for predicting 3D rigid transformations from real-valued vectors. We use a unit dual quaternion to represent the transformation. The regression is formulated as blending unit dual quaternions. To formulate it in a closed form, we introduce an approximation based on error metrics according to geometric algebra. Finally, we take an articulated motion and an elastic deformation as examples to present the descriptive power of our method in modeling the motion and the deformation.
Model Transport: Towards Scalable Transfer Learning on Manifolds

We consider the intersection of two research fields: transfer learning and statistics on manifolds. In particular, we consider, for manifold-valued data, transfer learning of tangent-space models such as Gaussians distributions, PCA, regression, or classifiers. Though one would hope to simply use ordinary Rn-transfer learning ideas, the manifold structure prevents it. We overcome this by basing our method on inner-product-preserving parallel transport, a well-known tool widely used in other problems of statistics on manifolds in computer vision. At first, this straight-forward idea seems to suffer from an obvious shortcoming: Transporting large datasets is prohibitively expensive, hindering scalability. Fortunately, with our approach, we never transport data. Rather, we show how the statistical models themselves can be transported, and prove that for the tangent-space models above, the transport "commutes" with learning. Consequently, our compact framework, ap- plicable to a large class of manifolds, is not restricted by the size of either the training or test sets. We demonstrate the approach by transferring PCA and logistic-regression models of real-world data involving 3D shapes and image descriptors.
Evaluation of methods to predict Weibull parameters for characterizing diameter distributions

Compared with other distribution functions, the Weibull distribution has been more widely used in describing diameter distributions because of its flexibility and relative simplicity. Parameters of the Weibull distribution are generally predicted either by the parameter prediction method or by the parameter recovery method. The coefficients of the regression equations for predicting Weibull parameters, moments, or percentiles are often estimated by use of different approaches such as ordinary least squares, seemingly unrelated regression (SUR), or cumulative distribution function regression (CDFR). However, there is no strong rationale for preferring one method over the other. We developed and evaluated different methods of predicting parameters of Weibull distribution to characterize diameter distribution using data from the Southwide Seed Source Study. The SUR and the CDFR approaches were applied to 10 different parameter prediction and parameter recovery methods. A modified CDFR approach was developed by modifying the CDFR technique such that the CDF is computed using information from diameter classes instead of individual trees as in the CDFR approach. These methods were evaluated based on four goodness-of-fit statistics (Anderson-Darling, Kolmogorov-Smirnov, negative log-likelihood, and error index). The CDFR approach provided better results than the SUR approach for all methods. The modified CDFR approach consistently provided better results than the SUR approach and was superior to the CDFR approach in all evaluation statistics but the Anderson-Darling statistic. FOR . S CI. 59(2): 243-252.
Characterization of an inducible C2 H2 -type zinc finger transcription factor VuSTOP1 in rice bean (Vigna umbellata) reveals differential regulation between low pH and aluminum tolerance mechanisms.

The rice bean (Vigna umbellata) root apex specifically secretes citrate through expression activation of Vigna umbellata Multidrug and Toxic Compound Extrusion 1 (VuMATE1) under aluminum (Al(3+) ) stress. However, the underlying mechanisms regulating VuMATE1 expression remain unknown. We isolated and characterized a gene encoding Sensitive to Proton Rhizotoxicity1 (STOP1)-like protein, VuSTOP1, from rice bean. The role of VuSTOP1 in regulating VuMATE1 expression was investigated using the yeast one-hybrid assay. We characterized the function of VuSTOP1 in Al(3) (+) - and H(+) -tolerance using in planta complementation assays. We demonstrated that VuSTOP1 has transactivation potential. We found that VuSTOP1 expression is inducible by Al(3+) and H(+) stress. However, although VuSTOP1 binds to the promoter of VuMATE1, the inconsistent tissue localization patterns of VuSTOP1 and VuMATE1 preclude VuSTOP1 as the major factor regulating VuMATE1 expression. In addition, when a protein translation inhibitor increased expression of VuSTOP1, VuMATE1 expression was inhibited. In planta complementation assay demonstrated that VuSTOP1 could fully restore expression of genes involved in H(+) tolerance, but could only partially restore expression of AtMATE. We conclude that VuSTOP1 plays a major role in H(+) tolerance, but only a minor role in Al(3+) tolerance. The differential transcriptional regulation of VuSTOP1 and VuMATE1 reveals a complex regulatory system controlling VuMATE1 expression.
Sociology of education

The key concepts of sociology and education are discussed in depth at the start of the book, with education being examined first as a discipline and secondly as a social institution. Within the context of the Nigerian education system the author considers the traditional family functions, discussing the role of peer groups and the influence of culture on education, as well as the controversy about the effects of heredity and environment on school learning. There ia a detailed examination of the school as a social organisation and discussion of the place of the teaching profession in Nigeria's developing society.
Correlation functions of the higher spin XXX chains

Using the algebraic Bethe ansatz, we consider the correlation functions of the integrable higher spin chains. We apply a method recently developed for the spin ½ Heisenberg chain, based on the solution of the quantum inverse problem. We construct a representation for the correlation functions on a finite chain for arbitrary spin. Then we show how the string solutions of the Bethe equations can be considered in the framework of this approach in the thermodynamic limit. Finally, a multiple integral representation for the spin 1 zero-temperature correlation functions is obtained in the thermodynamic limit.
Outcomes of Nonoperative Pediatric Medial Humeral Epicondyle Fractures With and Without Associated Elbow Dislocation

Background: Medial epicondyle fractures may occur in isolation or with associated elbow dislocation. In the absence of open fracture or fragment incarceration, nonoperative management with immobilization has been shown to result in generally successfully outcomes comparable with those reported after surgical fixation. However, no comparative investigation has assessed outcomes after nonoperative treatment based on the presence or absence of elbow dislocation. Methods: A systematic review was conducted investigating all studies in the literature reporting nonoperative outcomes for isolated medial epicondyle fractures and fracture-dislocations. Databases included in this review were PubMed, Biosis Preview, SPORTDiscus, PEDro, and EMBASE. We sought to evaluate results related to the incidence and outcomes of bony nonunion and the incidence of elbow stiffness, pain, ulnar neuropathy, cubitus valgus deformity, and laxity between isolated fractures of the medial epicondyle and fracture-dislocations. Results: Review of the literature yielded 7 studied meeting appropriate inclusion and exclusion criteria, comprising 81 total patients (n=42 patients with fracture-dislocations, n=39 patients with isolated fracture). Bony nonunion occurred in 69% (n=29) of patients with fracture-dislocation versus 49% (n=19) with isolated fractures (P=0.11); however, both groups had minimal clinical or functional disabilities at final follow-up. Decreased elbow flexion and extension range of motion were significantly more frequent after fracture-dislocation than isolated fractures [43% (n=18) vs. 15% (n=6), respectively, P=0.01], while patients rarely demonstrated pain, ulnar neuropathy, or deformity in the presence or absence of dislocation. Conclusions: In the absence of absolute surgical indication, nonoperative management of isolated medical epicondyle fractures with or without concomitant elbow dislocation seems to be successful with few long-term complications leading to functional disability. However, increased rates of nonunion, elbow stiffness, and elbow laxity may occur with fracture-dislocations, and merit further study with validated functional outcome scores. Further comparative studies are necessary to determine the true indications and outcomes in nonoperatively managed medial epicondyle fractures. Level of Evidence: Level II—systematic review of level-II or level-I studies with inconsistent results.
Losses in grid and inverter supplied induction machine drives

Inverter supply is known to create additional power losses in an induction machine over those occurring with grid supply. The extent and nature of that increase are examined here for a switching frequency representative of current practice. Data are obtained from a time-stepped finite element analysis (FEA) model of the machine, coupled to circuit equations that include a model of the switching action of the inverter. A variable time-step algorithm is used to ensure accurate representation of the switching waveforms at reasonable computational effort. Further improvement in speed is achieved by not performing a full FEA update of elemental reluctivities at every time-step but instead only when required by a change in magnetic flux. The power loss found in simulation is verified through experimental tests for both the machine and inverter. The examination of losses categorises those losses by cause, location and frequency band. The causes modelled are motor ohmic and iron losses and inverter conduction and switching losses. Iron losses are further divided into hysteresis, classic eddy-current and anomalous losses. Pulse-width modulation (PWM) at 5 kHz gave an identifiable but relatively unimportant increase in ohmic loss in the machine. In contrast, iron losses increased significantly. Eddy current loss in the rotor increased significantly (by up to 150% near the head of the bar) while in the stator, a significant increase in iron loss was caused by the phase-band leakage flux generated at the switching frequency.
Recalibrational Emotions and the Regulation of Trust-Based Behaviors

Though individuals differ in the degree to which they are predisposed to trust or act trustworthy, we theorize that trust-based behaviors are universally determined by the calibration of conflicting short- and long-sighted behavior regulation programs, and that these programs are calibrated by emotions experienced personally and interpersonally. In this chapter we review both the main-stream and evolutionary theories of emotions that philosophers, psychologists, and behavioral economists have based their work on and which can inform our understanding of trust-based behavior regulation. The standard paradigm for understanding emotions is based on mapping their positive and negative affect valence. While Valence Models often expect that the experience of positive and negative affect is interdependent (leading to the popular use of bipolar affect scales), a multivariate “recalibrational” model based on positive, negative, interpersonal, intrapersonal, short-sighted and long-sighted dimensions predicts and recognizes more complex mixed-valence emotional states. We summarize experimental evidence that supports a model of emotionally-calibrated trust regulation and discuss implications for the use of various emotion measures. Finally, in light of these discussions we suggest future directions for the investigation of emotions and trust psychology.
Capriciousness or Fairness?

Abstract Previous research on capital sentencing have discovered quantitative proof of discrimination, especially by race of the victim. The present study examines prosecutorial decision making in Kentucky. Using a method of analysis developed by Berk et al., it seeks to determine the level of capriciousness (uncertainty) present in the prosecutorial decision to seek the death penalty. Kentucky prosecutors were most likely to seek the death penalty in cases where black offenders killed white victims.
Treatment patterns and real-world effectiveness of warfarin in nonvalvular atrial fibrillation within a managed care system*

ABSTRACT Objective: To examine warfarin utilization and clinical effectiveness among patients with nonvalvular atrial fibrillation within usual clinical care in a managed care system. Research design and methods: A retrospective analysis of health care claims for an approximately four million member managed care organization was performed. Health plan members with a diagnosis of nonvalvular atrial fibrillation in calendar year 2000 were identified and stratified into two cohorts: Warfarin Therapy (newly initiating warfarin) or Warfarin Candidates (eligible for warfarin therapy according to the ACC/AHA/ESC Guidelines for the Management of Patients with Atrial Fibrillation, but did not receive warfarin). Measurements: The occurrence of thromboembolism, ischemic stroke, and hemorrhage during a maximum 720‐day follow-up were compared between cohorts, adjusting for age, gender, and other risk factors, using Cox regression. Results: Among 12 539 subjects (mean age 78.0 ± 8.8 years) with nonvalvular atrial fibrillation, 4895 (39.0%) initiated Warfarin Therapy and 7644 (61.0%) were Warfarin Candidates. Event occurrences among Warfarin Therapy vs. Warfarin Candidates were: ischemic stroke, 3.7% vs. 4.5%; any thromboembolism, 7.8% vs. 10.8%; and hemorrhage, 4.4% vs. 4.9%, respectively. Warfarin therapy was not associated with an increased risk for hemorrhage (hazard ratio [HR] = 0.97, 95% confidence interval [CI] = 0.82–1.15), while risks for ischemic stroke and any thromboembolism were significantly reduced, by 22% (HR = 0.78, 95% CI = 0.65–0.93) and 34% (HR = 0.66, 95% CI = 0.59–0.75), respectively. Conclusions: Within usual clinical care for the managed care population examined, warfarin remains underused despite current guidelines recommending its use in nearly all patients with nonvalvular atrial fibrillation. Although utilization of anticoagulation clinics and INR values attained were unknown in this study, the observed risk reductions for ischemic stroke and thromboembolism were lower than those achieved in clinical trials, while no increased risk for hemorrhage was observed. These findings suggest that warfarin is used conservatively, and dosed cautiously, diminishing the full potential benefit of anticoagulant therapy in patients with nonvalvular atrial fibrillation.