SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Preparation of complete application documentation for the Eurogrant competition – EIC Accelerator

SA.60012(2020/X) Application for co-financing of the Quartet Trade sp. z o.o. project – technology for the recycling of oil waste, including crude oil. The application will be submitted in the Horizon Europe – EIC Accelerator competition (one of the cut-offs foreseen in the second half). 2022), or by the EC (https://tinyurl.com/AcceleratorOpen). GNE’s funds will constitute a fund for the preparation of a complete competition application. The expected extent of expenditure is: cost of documentation and materials required by the competition rules (including feasibility study – according to the definition of Article 2(87) of Reg. EC No 651/2014, which will be reflected in the content of the proposal) – remuneration of staff involved in the preparation of the application – missions of staff preparing documentation (short proposal, pitch, video, full proposal, interview pitch) – expenses related to the presentation of the application before the commission in Brussels (interview) – advisory services consisting of the preparation of the technical documentation necessary for the creation of the application The objective of the Eurogrant project is the development and commercialisation of the final product, i.e. the recycling technology of oil waste. Technology and equipment for thermocatalytic treatment and destructive treatment (visbreaking) of liquid hydrocarbons with subsequent rectification have been developed to produce components of light fractions of commercial petroleum products of European quality. On its basis a new class of industrial equipment was created. The idea of tech. is to create innovative efficient management of hydrocarbon waste in order to protect the environment from heavy hydrocarbon waste, achieve maximum profitability and free the business from additional costs due to environmental charges. Such a waste management system can be transformed into a profitable and promising innovative business and create a new market for the oil and gas industry. The aim of the project at EIC Accelerator is to realise the process of atmospheric distillation of crude oil and
DEVICE AND METHOD FOR CONTROLLING COMPRESSOR, AND REFRIGERATOR INCLUDING SAME

Disclosed are a compressor control device, a method for controlling a compressor, and a refrigerator including the same. The present invention enables: a compressor to be driven by using a mode selectively to be driven by an inverter and a mode which directly uses a supply voltage, according to the quality of electricity of the supply voltage; loss which is caused by the use of the inverter to be reduced or removed by directly providing the supply voltage to the compressor within a certain voltage or frequency range; and increased energy efficiency by reducing power consumption.
MyPeBS International randomized study comparing personalised, risk-stratified to standard breast cancer screening in women aged 40–70: Focus on recruitment strategy in France

MyPeBS French Screening Coordination Structures (Centres Régionaux de Coordination des Dépistages des Cancers, aka CRCDC): CRCDC Ile-de-France (all sites), CRCDC Haut-de-France (all sites), CRCDC Auvergne-Rhône-Alpes (Site du Cantal, Haute-Loire, Puy-de-Dôme - Site du Rhône, Site de l'Isère, Site de Drôme/Ardèche, Site de l'Ain), CRCDC Grand Est (Site territorial de Meurthe-et-Moselle, Site territorial de Moselle), CRCDC Nouvelle-Aquitaine (Site de la Gironde, Site de la Vienne, Site de la Charente, Site de la Haute-Vienne), CRCDC Normandie (Antenne EMMA), CRCDC Provence-Alpes-Côte d'Azur (Antenne du Vaucluse, Antenne du Var), CRCDC Occitanie (Antenne de Haute Garonne, Site Territorial du Gard et de la Lozère), CRCDC Pays de la Loire (Antenne de la Loire-Atlantique), CRCDC Bretagne - Antenne du Morbihan - ADECAM)
Tolerating Religious 'Others': Some Thoughts on Secular Neutrality and Religious Tolerance in Australia

In this paper, I examine the assumptions that underpin secular neutrality and how they might block government attention to religious inequality and obscure occurrences of religious discrimination in society. A secular state’s neutrality is underpinned by the idea that religious belief is a private and individual choice. As such, the legal maintenance of a state’s neutrality results in the scrutiny of religion as an individual practice. As well as concealing the institutional privileging of certain religions by secular states, the privatisation and individualisation of religious beliefs bought about by secular neutrality has implications for the ways in which the state deals with religious discrimination. I argue that rather than fostering a climate of religious tolerance, a state’s neutrality can mask religious inequality and potentially prohibit a state from addressing this inequality in the name of neutrality.
GELLING COMPOSITIONS AND METHODS

A method for the administration of a composition that augments the acidity of gastric fluid such that intra-gastric gelation of the polysaccharide:acid soluble multivalent cation formulation is initiated independent of endogenous acid secretion. The composition includes: (a) at least one of a polysaccharide, modified polysaccharide, or polysaccharide salt, each capable of ionotropic gelation, (b) at least one source of multivalent cations capable of solubilization at an acidic pH, and (c) at least one acid component capable of providing a controlled release of protons sufficient to solubilize the multivalent cations. The composition is capable of hydrating in aqueous media and subsequently forming a gel in a stomach when ingested, which gel resists peristaltic forces and remains in the stomach for an extended time. Also disclosed are edible compositions including this composition, as well as methods of inducing a satiety effect and providing controlled release of various components employing the composition of the invention.
[177Lu-DOTA0-Tyr3]-Octreotate Treatment in Patients with Disseminated Gastroenteropancreatic Neuroendocrine Tumors: The Value of Measuring Absorbed Dose to the Kidney

Peptide receptor radiation therapy (PRRT) using [(177)Lu-DOTA(0)-Tyr(3)]-octreotate is a new, promising option for treatment of disseminated gastroenteropancreatic neuroendocrine tumors (GEPNETs).During 2006-2008, 26 patients with disseminated GEPNETs were treated with (177)Lu-octreotate. Radiologic response (RECIST), biochemical response [plasma chromogranin-A (P-CgA)], hematologic toxicity [Common Toxicity Criteria (CTC)], absorbed dose to the kidneys (conjugate view method), and glomerular filtration rate (GFR) were analyzed.(177)Lu-octreotate (8 GBq) was given one to five times (median = 3) with a 6-week interval between each. Sixteen of the 26 patients were evaluated radiologically; 6 (38%) had partial response (PR), 8 (50%) had stable disease (SD), and 2 (13%) had progressive disease (PD). Seventeen of the 26 patients were evaluated biochemically; 6 (35%) showed a >or=30% decrease, 8 (47%) showed a >or=20% increase, and 3 (18%) showed neither a >or=30% decrease nor a >or=20% increase. The mean absorbed dose to the kidneys was 24 Gy. With a dose limit of 27 Gy to the kidneys, 10 patients did not receive the planned four treatments, while four patients had the potential to receive additional treatment. A significant reduction (p = 0.0013) of GFR was observed at follow-up. Three patients experienced CTC grade 3 hematologic toxicity.By using the absorbed dose to the kidneys as a limiting factor, treatment with (177)Lu-octreotate can be individualized, e.g., overtreatment can be avoided and patients with the potential to receive additional treatment can be identified. Further studies are needed to define tolerance doses to the kidneys so that treatment can be optimized.
Machine Learning of Dynamic Electron Correlation Energies from Topological Atoms

We present an innovative method for predicting the dynamic electron correlation energy of an atom or a bond in a molecule utilizing topological atoms. Our approach uses the machine learning method Kriging (Gaussian Process Regression with a non-zero mean function) to predict these dynamic electron correlation energy contributions. The true energy values are calculated by partitioning the MP2 two-particle density-matrix via the Interacting Quantum Atoms (IQA) procedure. To our knowledge, this is the first time such energies have been predicted by a machine learning technique. We present here three important proof-of-concept cases: the water monomer, the water dimer, and the van der Waals complex H2···He. These cases represent the final step toward the design of a full IQA potential for molecular simulation. This final piece will enable us to consider situations in which dispersion is the dominant intermolecular interaction. The results from these examples suggest a new method by which dispersion potentials for molecular simulation can be generated.
WATER-INSOLUBLE ALPHA-(1,3->GLUCAN) COMPOSITION

The disclosure relates to a coating composition that can be applied to a substrate, especially a cellulose substrate. A layer of the coating composition applied to the substrate provides an excellent ink receptive layer and can be used as a coating on paper. The disclosure also relates to aqueous compositions and method for applying the layer of the coating composition onto the substrate.
Culture, heritage and identities: impacts of climate change in north west europe

CHICC aims to understand the impact of climate-change driven heritage loss on local communities. The widespread impacts of climate change are acknowledged in the UN’s Sustainable Development Goal 13: Climate Action; however, the full scale of the impacts on heritage and associated communities is currently unknown but knowable. 
Three damaged or lost heritage sites will be explored through CHICC: Mårup, Denmark; Dunbeag, Ireland; Brora, Scotland. Each has been altered by climate change, creating an impact on the lives and livelihoods of local communities, their sense of place and belonging, their perception of climate change; overall, impacting their cultural identities. As North-West Europe is expected to experience greater and more widespread heritage loss due to climate change, CHICC will use these sites to understand the complexity of loss, and the impact on communities and their cultural identities.
Through adopting a Citizen Science approach, CHICC will include the often-omitted voice of local communities to understand how climate change impacts them, which may include an upsurge in engagement with climate change mitigation, greater energy for preservation or forgetting. 
Communities will be active participants within the research, contributing their views, ideas and resources. Through co-creation, CHICC will launch an online, deepmap for three damaged or lost heritage sites. The deepmap will collate and democratise multidisciplinary, primary and secondary data to interrogate the relationship between climate change, heritage and culture. This open-access resource will be created in-line with a Digital Preservation Strategy to ensure reuse of data for future researchers and varied stakeholder groups. 
The methodology developed includes co-creation and Citizen Science, underpinned by well-integrated interdisciplinarity, thus allows for impact and relevance for the numerous stakeholder groups with vested interested in heritage, climate change and the future.
Super-Resolution optical microscopy of nanosized pore dynamics in endothelial cells

DeLIVER will train a new generation of ESRs in the development and application of newly developed high speed and high resolution imaging tools in biomedical research. ESRs will be cross-pollinated with concepts and skills in physics and biomedicine, in particular in super-resolution optical imaging (a.k.a. optical nanoscopy), analytical image reconstruction, and optical micro-manipulation methods. These skills are applied to reveal for the first time the function and dynamics of nanosized pores in endothelial cells (EC) that present the main barrier between the blood and vital organs for human physiology, such as the liver, brain, kidneys, and the eyes. Very little is known about the extremely important physiological function of these unique structures and their role in the transfer and/or clearance of metabolites and pharmaceuticals to vital organs. The current generation of optical nanoscopes, however, is rather slow and can only be applied to isolated, typically fixed (i.e. dead) cells rather than biomedically relevant tissues. Also, newcomers to the field need to familiarize themselves with a whole new set of potential problems that might arise in the use of optical nanoscopy, such as image reconstruction-related artifacts to name just one example.This is an area of research where European enterprises are very active. Excellent training in new scientific and complementary skills, combined with international and intersectoral work experience, will instil an innovative, creative and entrepreneurial mind-set in DeLIVER's ESRs, maximising economic benefits based on scientific discoveries. These specialised, highly trained, and mobile ESRs will have greatly enhanced career prospects. The training in novel physical methods with highly relevant experience in the biomedical sciences will allow them to confidently navigate at the interface of academic, clinical and private sector research.
Research on SME Loan Requirement and Willingness for Credit Guarantee——Based upon Analysis on Market Equilibrium

An analysis is made on the adaptation process of SME loan requirement and credit guarantee willingness by using the basic principles of economics,studying how credit guarantee products achieve the market equilibrium from dimensions of risk and price.It is found that the adaptation of SME loan requirement and credit guarantee willingness is either the lowest or the highest,and that the final adapting area with credit guarantee product market equilibrium is under the constraint of credit risks.It's likely for the credit guarantee institutions to have their credit guarantee willingness at higher matching area if the bank's risk tolerance is to be improved,incentive measures to be taken for credit guarantee institutions in terms of guarantee willingness.
¿Es posible el desacuerdo en relaciones asimétricas? La divergencia de Brasil, Chile y México ante la invasión estadounidense a Irak en 2003 | Is disagreement possible in asymmetrical relationships? Brazil, Chile and Mexico’s divergence with the United States over the invasion of Iraq in 2003

La desigualdad estructural característica del sistema internacional no siempre garantiza que las preferencias de los más fuertes prevalezcan frente a las de actores periféricos o más débiles. ¿Cómo y bajo qué circunstancias la parte más débil en una relación asimétrica puede sustentar con éxito una posición divergente de política exterior frente a una contraparte más poderosa? Siguiendo una estrategia de comparación de casos diferentes con resultados semejantes, estudio el rechazo de los gobiernos de Brasil, Chile y México a las presiones para apoyar la intervención militar estadounidense contra Irak en 2003. Las evidencias encontradas sugieren que la cobertura multilateral en la que se ventiló la divergencia y el apoyo amplio y diverso que tuvo esa decisión de política exterior entre actores políticos domésticos son parte importante de los factores que hicieron posible y viable sustentar esas divergencias en su contexto asimétrico. Palabras clave: Relaciones asimétricas; Políticas exteriores latinoamericanas; Relaciones América Latina - Estados Unidos. ABSTRACT Structural imbalances characterize the international political system, but the strongest actors don’t always succeed in imposing their preferences upon the weakest ones. How and under which circumstances is the weakest side in an asymmetrical dyad able to diverge on a foreign policy issue with their stronger counterpart? Following a most different systems design approach, I compare the refusal of Brazil, Chile, and Mexico to support the 2003 Iraq war despite the pressures coming from the government of the United States. I found evidence supporting that the multilateral environment in which those diplomatic discrepancies arose, and the wide-ranging domestic support enjoyed by those foreign policy decisions were among the relevant factors that made these divergences possible despite a context of asymmetry. Keywords: Asymmetric relationships; Latin-American foreign policies; Latin America – United States relations. Recebido em: 16 jun. 2022 | Aceito em: 27 set. 2022.
Research on a New Type of Multi-Link Variable Compression Ratio by Interpolation Algorithm of Zadoff-Chu Sequence

Compared with the traditional multi-link and variable compression ratio mechanism, the new engine had compact styling and lower designed costs. There are many factors that can affect the engine network performance, such as delay, packet loss and capacity utilization. Application examples show that, this system can significantly improve the efficiency of aerodynamic design. Compare the kinematics function with the new design with the prototype 250 engine and the traditional multi-link and variable compression ratio mechanism by using the virtual simulation software MSC-Adams. The contrast result suggested that the new design had higher combustion efficiency and charging efficiency than the prototype engine.
METHOD FOR COLLISION TESTING WITH COMPUTING-TIME EFFICIENCY IN PATH PLANNING FOR A VEHICLE

The invention relates to a method for collision testing with computing-time efficiency in path planning for a vehicle (2), wherein distance values until collision with an obstacle (3) are calculated for each (x,y) pair ((xn,yn)) of a discrete 2-D grid (1) of the environment of the vehicle (2). In the method, the following steps are performed: First, the (x,y) pairs ((xn,yn)) relevant in an expansion step are determined in the vehicle coordinate system, which (x,y) pairs are stored in a first list together with associated curve parameters (rn) of paths (pn) for reaching said (x,y) pairs ((xn,yn)). Then all relevant (x,y) pairs ((xn,yn)) are transformed into an environment model coordinate system. This is followed by a collision test by comparison of the transformed (x,y) pairs ((xn,yn)) with the environment model. Thereafter, a second list having collision-free paths is generated by means of the collision-free curve parameters from the first list and by means of an expansion of the paths (p1, p2, p5), whereupon the second list is sorted according to total-cost-optimized nodes. Finally, it is checked whether a total-cost-optimized node is a sought destination point (4) of the path planning.
Disaggregation of component soil series on an Ohio County soil survey map using possibilistic decision trees

Abstract Data mining from existing County soil surveys can improve the utility of maps for research, management and decision making. Aggregated soil series information in soil survey map units can be disaggregated by following a possibilistic decision tree approach to provide maps at the soil series level. The “overall map unit composition percentage” available in the soil survey tabular data can be treated as a possibility distribution of the prevalence of different soil series within all occurrences of the map unit in the survey area. A case study was conducted in Monroe County in southeastern Ohio. Three different learning approaches including C4.5 decision trees, nonspecificity based possibilistic decision trees and clustering based possibilistic decision trees were applied to the existent County survey, and the efficiency of predicting soils at the series level was assessed using an independent soil series point data set. The results showed an improvement in prediction accuracy by following the clustered possibilistic decision tree approach. The maps were useful in identifying the locations of component soil series within map unit associations, consociations, and complexes. Data mining from existent soil survey maps using the component information available in the tabular data can serve as a guide for disaggregating soil map units to create soil series maps, identifying misplacement of polygon boundaries, identifying presence of inclusions, and correcting mislabeled polygons, when updating soil surveys.
Global under-resourced meedia translation

Machine translation (MT) is an increasingly important technology for supporting communication in a globalised world. MT technology has gradually increased over the last ten years, but recent advances in neural machine translation (NMT), have resulted in significant interest in industry and have lead to very rapid adoption of the new paradigm (eg. Google, Facebook, UN, World International Patent Office).  Although these models have shown significant advances in state-of-the-art performance they are data intensive and require parallel corpora of many millions of human translated sentences for training. Neural Machine translation is currently not able to deliver usable translations for the vast majority of language pairs in the world. This is especially problematic for our user partners, the BBC and DW who need access to fast and accurate translation for languages with very few resources. 

The aim of GoURMET is to significantly improve the robustness and applicability of neural machine translation for low-resource language pairs and domains. 

GoURMET has five objectives:
- Development of a high-quality machine translation for under-resourced language pairs and domains;
- Adaptable to new and emerging languages and domains;
- Development of tools for analysts and journalists;
- Sustainable, maintainable platform and services;
- Dissemination and communication of project results to stakeholders and user group.

The project will focus on two use cases:
- Global content creation - managing content creation in several languages efficiently by providing machine translations for correction by humans;
- Media monitoring for low resource language pairs - tools to address the challenge of international news monitoring problem.

The outputs of the project will be field-tested at partners BBC and DW, and the platform will be further validated through innovation intensives such as the BBC NewsHack.
Research of Microcosmic Affection Factors on Capital Misallocation: A Case of Chinese Listed Companies

With the restrictions of equity financing of Chinese listed companies, debt dimensions are increasing, and the issue of corporate financial structure and financing constraints influence on capital misallocation has become an important practical problem which Chinese listed companies face. This paper is concerned with a model about capital misallocation and its influencing factors of integrated financing, capital operation, and investment performance. We take 7096 observations of 646 Chinese listed companies during fiscal years 2003 to 2014 for A-shares on the Shanghai and Shenzhen stock exchange, for instance, to empirically test the microscopic influencing factors of capital misallocation under different external financing dependence. The study illustrates the following: (1) in descriptive statistics of different industries capital misallocation, more than half of firms experience the circumstance of capital misallocation; (2) although Chinese listed companies are faced with financing constraints, capital market inefficiency, and other issues, most companies still depend on external financing; (3) the main factors that affect capital misallocation of the listed companies are financial liquidity and financial pledgeability; (4) the firms with high innovation abilities generally have stronger profitability, superior financial liquidity, and better financial pledgeability, thus reducing corporate capital misallocation; (5) the Chinese listed companies with large-scale assets and strong profitability easily obtain bank loans and equity financing, while violating the principle of assets matching.