ethicalabs/Research-Intent-Collab huggingface dataset:
Mens rea – Mistake of Law &amp; Mistake of Fact in German Criminal Law: A Survey for International Criminal Tribunals

More than a decade has passed since the establishment of the two ad hoc Tribunals, however, the jurisprudence of both Tribunals evidence the inconsistency regarding the requisite mens rea standards for serious violations of international humanitarian law. Hence, a survey of the attitude taken towards the definition of the major facets of mens rea by the world major legal systems is of great significance with regard to the establishment of a unified concept for mens rea in international criminal law.     Section I of this study examines some of the major judgments of the two ad hoc Tribunals where both Tribunals refers to national jurisdictions in order to clarify the mens rea required for the imposition of criminal responsibility for serious violations of international humanitarian law. Section II is a brief outline of the structure of the criminal offence in German criminal law. This is necessary since German criminal law does not follow the “offence analysis” scheme known in common law countries, but is based upon a three stage structure of the criminal offence. In Section III, the concept of intention (Vorsatz) in German criminal law is thoroughly discussed and analysed. This includes the discussion of dolus directus (first and second degree) as well as of dolus eventualis. Emphasis is put on the differentiation between dolus eventualis and negligence, since it reflects a highly debated issue in German criminal law. The concept of negligence will be outlined in Section IV.    Given the fact that the German criminal law recognizes that mistake of law and mistake of fact (Tatbestandsirrtum, Verbotsirrtum) is not a separate doctrine, but part and parcel of the basic analysis of mens rea, these two basic types of mistake will be addressed in Section V. This includes the discussion of error in persona vel obiecto and aberratio ictus. Finally, the conclusion will be supported by some remarks and recommendations regarding the German law of intent and its influence on the development of international criminal law.
The Influence of the Human Resource Information System ( HRIS), Organizational Culture, Financial Incentives, and Flexible Working Space (FWS)  On Employee Performance (Survey of PT Cloud Hosting Indonesia employees)

This research is a study to examine the application of Human Resource Information System (HRIS), Organizational Culture, Financial Incentives and Flexible Working Space (FWS) on employees of PT. Cloud Hosting Indonesia. Specifically, the purpose of conducting research at PT Cloud Hosting Indonesia is to find out management practices in applying the concepts of HRIS, Organizational Culture, Financial Incentives and FWS along with their influence on Employee Performance, especially for employees of PT Cloud Hosting Indonesia. The scope of this research will measure the relationship between research variables both dependent variables and independent variables using quantitative methods, namely multiple linear regression methods. In this study, a research sample was taken from employees of PT Cloud Hosting Indonesia and obtained a total of 60 respondents with a sampling method using a questionnaire distributed to all employees at PT Cloud Hosting Indonesia. The results of respondents' responses from the questionnaire were processed so that the results obtained that the HRIS variables, Organizational Culture, Financial Incentives and FWS, all have a relationship between variables and a significant influence on employee performance variables at PT. Cloud Hosting Indonesia.
Error mitigation extends the computational reach of a noisy quantum processor

Quantum computation, a paradigm of computing that is completely different from classical methods, benefits from theoretically proved speed-ups for certain problems and can be used to study the properties of quantum systems1. Yet, because of the inherently fragile nature of the physical computing elements (qubits), achieving quantum advantages over classical computation requires extremely low error rates for qubit operations, as well as substantial physical qubits, to realize fault tolerance via quantum error correction2,3. However, recent theoretical work4,5 has shown that the accuracy of computation (based on expectation values of quantum observables) can be enhanced through an extrapolation of results from a collection of experiments of varying noise. Here we demonstrate this error mitigation protocol on a superconducting quantum processor, enhancing its computational capability, with no additional hardware modifications. We apply the protocol to mitigate errors in canonical single- and two-qubit experiments and then extend its application to the variational optimization6-8 of Hamiltonians for quantum chemistry and magnetism9. We effectively demonstrate that the suppression of incoherent errors helps to achieve an otherwise inaccessible level of accuracy in the variational solutions using our noisy processor. These results demonstrate that error mitigation techniques will enable substantial improvements in the capabilities of near-term quantum computing hardware.
Biodiversity patterns and ecological processes in Neotropical dry forest: the need to connect research and management for long-term conservation

Neotropical dry forests are among the most diverse and threatened ecosystems worldwide. The extent and knowledge of Neotropical dry forests are quite heterogeneous with forests located in the Ecuadorian province especially diverse, threatened and poorly studied. In this work, we review patterns and conservation status of biodiversity, ecosystem processes and human perception of tropical dry forest of the Ecuadorian province. We found that patterns of biodiversity, endemism and conservation status are generally poorly studied. Overall, these forests provide habitat for at least 900 species including trees, birds, mammals, amphibians and reptiles. On average 18% of these species (range 6–25%) are endemic to the region and 25% (3–50%) are recognized as threatened. Little is known about groups such as invertebrates, fish, fungi, or herbaceous plants, and as well as about processes generating and maintaining critical ecosystem functions. Available literature points out the importance of positive ecological int...
The Relationship Between Nurse Burnout and Patient Safety Culture with The Quality of Nursing Care in Type B Hospitals in Central Sulawesi

The hospital provides health services such as inpatient, outpatient, and emergency departments. The quality of nursing care is crucial as patients rely on nurses to address their complaints. This study aims to determine the relationship between nurse burnout and patient safety culture with the quality of nursing care. An analytical observational design with a cross-sectional study approach was conducted in two Type B Hospitals in Central Sulawesi Province with 235 nurse respondents in the inpatient room, using purposive sampling. Data analysis included the Pearson product-moment test and multivariate modeling. Results indicated a significant relationship between nurse burnout and nursing care quality (p-value &lt;0.05), as well as between patient safety culture and nursing care quality. The dominant variable related to the quality of nursing care was patient safety culture (β = 0.723). The study highlights that nurse burnout negatively impacts the quality of nursing care, whereas a strong patient safety culture improves it. Theoretically, this research expands the understanding of the interplay between nurse burnout, patient safety culture, and nursing care quality, emphasizing the need for organizational support and effective communication. Practically, it suggests that hospital administrators should implement strategies to reduce nurse burnout and foster a positive patient safety culture, such as stress management programs and a supportive work environment, to enhance nursing care quality and improve patient outcomes.
Application of new dynamical spectra of orbits in Hamiltonian systems

In the present article, we investigate the properties of motion in Hamiltonian systems of two and three degrees of freedom, using the distribution of the values of two new dynamical parameters. The distribution functions of the new parameters, define the S(g) and the S(w) dynamical spectra. The first spectrum definition, that is the S(g) spectrum, will be applied in a Hamiltonian system of two degrees of freedom (2D), while the S(w) dynamical spectrum will be deployed in a Hamiltonian system of three degrees of freedom (3D). Both Hamiltonian systems, describe a very interesting dynamical system which displays a large variety of resonant orbits, different chaotic components and also several sticky regions. We test and prove the efficiency and the reliability of these new dynamical spectra, in detecting tiny ordered domains embedded in the chaotic sea, corresponding to complicated resonant orbits of higher multiplicity. The results of our extensive numerical calculations, suggest that both dynamical spectra are fast and reliable discriminants between different types of orbits in Hamiltonian systems, while requiring very short computation time in order to provide solid and conclusive evidence regarding the nature of an orbit. Furthermore, we establish numerical criteria in order to quantify the results obtained from our new dynamical spectra. A comparison to other previously used dynamical indicators, reveals the leading role of the new spectra.
Symmetry defects and their application to topological quantum computing

We describe the mathematical theory of topological quantum computing with symmetry defects in the language of fusion categories and unitary representations. Symmetry defects together with anyons are modeled by G-crossed braided extensions of unitary modular tensor categories. The algebraic data of these categories afford projective unitary representations of the braid group. Elements in the image of such representations correspond to quantum gates arising from exchanging anyons and symmetry defects in topological phases of matter with symmetry. We provide some small examples that highlight features of practical interest for quantum computing. In particular, symmetry defects show the potential to generate non-abelian statistics from abelian topological phases and to be used as as a tool to enlarge the set of quantum gates accessible to an anyonic device.
The Effectiveness of the Dispute Settlement System in the World Trade Organization More Than Three Decades After its Implementation

This research aims to study the effectiveness of the WTO dispute settlement system after more than three decades of its implementation, by analyzing its legal structure, procedural mechanisms, and practical practices. A comparative analytical approach was used to evaluate the system's performance in addressing international trade disputes between member states and its commitment to the principles of fairness, impartiality, and transparency. The research concluded that the system has effectively contributed to establishing stability in the multilateral trading system, but in recent years it has faced institutional and political challenges that have disrupted some of its basic functions, particularly the suspension of the Appellate Body since 2019. The importance of the research lies in highlighting the strengths and weaknesses of the current system and proposing reform visions that ensure its sustainability and future effectiveness.
Multi-wavelength Searches for Particle Dark Matter

If dark matter particles pair annihilate into stable Standard Model particles, a population of energetic, non-thermal electrons and positrons is necessarily produced. The secondary radiation resulting from the energy losses of this non-standard population (including synchrotron and inverse Compton up-scattering of background radiation photons) in turn produces a peculiar multi-wavelength spectrum, extending from radio to gamma-ray frequencies. We give here an overview of multi-wavelength searches for dark matter, including the expected injection spectrum and production rate of electrons and positrons from dark matter annihilation, the computation of the effects of propagation and energy losses and the actual multi-wavelength emission. We then outline the application of this general framework to the case of galaxy clusters (specifically Coma, 1E 0657-56 - the so-called Bullet cluster - and Ophiuchus) and of dwarf spheroidal galaxies (including Draco, Fornax, Ursa Minor and Carina). We also review the application of multi-wavelength search strategies to our own Milky Way, and more specifically to the Galactic center environment, to dark galactic mini-halos and to the so-called WMAP haze and other radio data. We argue that multi-wavelength observations will complement gamma-ray observations as probes of particle dark matter, since the expected luminosities at different frequencies are generically comparable. The indirect search for dark matter with astronomical observations at various frequencies is therefore a crucial and indispensable element in the quest for the fundamental nature of dark matter.
THE EVOLUTION OF CORPORATE SOCIAL RESPONSIBILITY REPORTING IN THE EUROPEAN UNION

Modern society is confronting with problems such as global warming, pollution, contamination of the soil. As a response to these problems, organizations are implementing corporate social responsibility programs, as a way of dealing with these new challenges. CSR reporting began in the 90’s in the USA, but in the last twenty years, EU companies have shown an increasing involvement to a point in which today European CSR reports ammount to 38% of the total reports worldwide. The Global Reporting Initiative is a nongovernmental organism that provides companies which wish to create CSR reports, a set of guidelines and databases what contain CSR reports from 1999 to the present day. As an answer to the need of companies to report their CSR activities, in November 2014, the European Union published Directive 2014/95/EU regarding the obligation of large companies to anually report a series of nonfinancial aspects and information. A priority of the European Comission is to align the CSR reporting method of the member states to the global methods. The comission has evaluated in 2013 the progress of member states and reached the conclusion that member states have chosen different pahts: some have taken only small impact decisions – such as informative and promotional actions for CSR – while other states have taken legislative measures to support corporate social responsibility.
A statistical mechanical phase transition to turbulence in a  model shear flow

It is becoming increasingly clear that the strong spatial and temporal fluctuations observed in a narrow Reynolds number regime around the laminar–turbulent transition in shear flows can best be understood using the concepts and techniques from a seemingly unrelated discipline – statistical mechanics. During the last few years, a consensus has begun to emerge that these phenomena reflect an underlying non-equilibrium phase transition exhibited by a model of interacting particles on a crystalline lattice, directed percolation, that seems very far from fluid mechanics. Now, Chantry et al. (J. Fluid Mech., vol. 824, 2017, R1) have developed a truncated-mode computation of a model shear flow, capable of simulating systems far larger and longer than any previous study and have for the first time generated enough statistical data that a high-precision test of theory is feasible. The results broadly confirm the theory, extending the class of flows for which the directed percolation scenario holds and removing any remaining doubts that non-equilibrium statistical mechanical critical phenomena can be exhibited by the Navier–Stokes equations.
Mastering Silicon Photonics Device Design for Scalable and Robust Optical Neural Networks

We demonstrate a design optimization approach for Mach–Zehnder Interferometers (MZIs) in optical neural networks under fabrication-process variations (FPVs). Our results show increased inferencing accuracy in the network under realistic FPVs by using optimized MZIs.
Sr, Nd, Pb isotope and trace element geochemistry of calc-alkaline and alkaline volcanics, Eastern Turkey

Thesis (Ph.D.)--Massachusetts Institute of Technology, Dept. of Earth, Atmospheric and Planetary Sciences, 1984. ; Microfiche copy available in Archives and Science. ; Bibliography: leaves 214-230. ; by Levent Gulen. ; Ph.D.
Smart Justice? Making Sense of the Rise of Algorithm-Based Pre-trial Risk Assessment in Criminal Justice Through ‘Legal Models’

Abstract           With the increased use of algorithmic tools embedded in software by state actors, scholars from criminology, criminal justice as well as from data science have analyzed the recent wave of ‘smart-on-crime’-politics in the US and the political dynamics underpinning this movement. However, while reforms of the US bail system have been studied extensively, we know little about how these reforms, including the recent embrace of digital risk prediction tools, reflect shifting commitments to underlying principles of the CJ system. Therefore, this article interprets the waves of US bail reforms through the application of three legal-theoretical models: ‘retributive justice’ (RJ), ‘actuarial justice’ (AJ) and ‘preventive justice’ (PJ). This conceptual lens enables us to illuminate how the increased use of pre-trial risk assessment tools based on big data can be understood in legal-theoretical terms. Empirically, we find a shift away from censure and retribution towards crime prevention and the use of risk assessment tools, which both AJ and PJ models can accommodate. However, while our analysis demonstrates that these models help draw into sharper focus the principles and values which animated US bail reforms, it also reveals several limitations owing to the nature of these models as witnesses of the time when they were developed.
AlphaFold predicted structure of the Hsp90-like domains of the neurodegeneration linked protein sacsin reveals key residues for ATPase activity

The ataxia-linked protein sacsin has three regions of partial homology to Hsp90’s N-terminal ATP binding domain. Although a crystal structure for this Hsp90-like domain has been reported the precise molecular interactions required for ATP-binding and hydrolysis are unclear and it is debatable whether ATP biding is compatible with these domains. Furthermore, the Identification of a sacsin domain(s) equivalent to the middle domain of Hsp90 has been elusive. Here we present the superimposition of an AlphaFold structure of sacsin with yeast Hsp90, which provides novel insights into sacsin’s structure. We identify residues within the sacsin Hsp90-like domains that are required for ATP binding and hydrolysis, including the putative catalytic arginine residues equivalent to that of the Hsp90 middle domain. Importantly, our analysis allows comparison of the Hsp90 middle domain with corresponding sacsin regions and identifies a shorter lid segment, in the sacsin ATP-binding domains, than the one found in the N-terminal domain of Hsp90. Our results show how a realignment of residues in the lid segment of sacsin that are involved in ATP binding can better match equivalent residues seen in Hsp90, which we then corroborated using molecular dynamic simulations. We speculate, from a structural viewpoint, why some ATP competitive inhibitors of Hsp90 may not bind sacsin, while others would. Together our analysis supports the hypothesis that sacsin’s function is ATP-driven and would be consistent with it having a role as a super molecular chaperone. We propose that the SR1 regions of sacsin be renamed as HSP-NRD (Hsp90 N-Terminal Repeat Domain; residues 84-324) and the fragment immediately after as HSP-MRD (Hsp90 Middle Repeat Domain; residues 325-518).
Leveraging mRNA platform for the development of vaccines against egg allergy

Abstract                 Food allergy has posed a major global health burden due to the rising prevalence and lack of effective prophylactic strategies. During the past decades, allergen-specific immunotherapy (AIT) has been used as a disease-modifying therapy for food allergic conditions, but due to the long-term treatment duration, poor patient compliance and unexpected adverse reactions, only a minority of patients benefit from AIT therapy. In this proof-of-concept study, using well-established mRNA platform, we developed mRNA vaccine candidates encoding for the major egg white allergen Gal d2 (also known as ovalbumin) and comprehensively evaluated the prophylactic efficacy against anaphylaxis in a Gal d2-induced allergic mouse model. Two vaccine formulations, Gal d2 mRNA vaccine and Gal d2-IL-10 mRNA vaccine, both demonstrated effective ability in preventing the onset of allergic disease, which is largely attributed to the versatilities of mRNA vaccine in eliciting allergen-blocking antibody, shifting Th2 towards Th1 immunity, as well as in generating peripheral tolerance.
Sustainable agricultural development as a factor in ensuring food security

Subject. The article addresses systemic problems that impede the country's food security in the face of sanctions pressure. Objectives. The focus is on identification of patterns of sustainable development of agriculture, assessment of the industry's capabilities to counteract negative exogenous factors. Methods. The study draws on systems analysis. Results. The paper determines signs of agricultural stability from the standpoint of the theory of self-organizing dynamic systems. The model of sustainable development of agriculture assumes a balance of economic, social, and environmental components, but the priority is given to the economic component, which determines the efficiency of the industry. Conclusions. Digitalization and transition from a linear model of functioning to the principles of a circular economy will contribute to increasing the sustainability of agricultural development.
Local topological phase transitions in periodic condensed matter systems

Topological properties of a periodic condensed matter system are global features of its Brillouin zone (BZ). In contrast, the validity of effective low energy theories is usually limited to the vicinity of a high symmetry point in the BZ. We derive a general criterion under which the control parameter of a topological phase transition localizes the topological defect in an arbitrarily small neighbourhood of a single point in $k$-space upon approaching its critical value. Such a local phase transition is associated with a Dirac-like gap closing point, whereas a flat band transition is not localized in $k$-space. This mechanism and its limitations are illustrated with the help of experimentally relevant examples such as HgTe/CdTe quantum wells and bilayer graphene nanostructures.