SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Affordable lightweight automobiles alliance

6 of the European carmakers (DAIMLER, VW, TME, CRF, VOLVO, Opel), under the coordination of EUCAR, have joined forces to commonly address the high cost issue of innovations in vehicle lightweighting, having identified it as the major bottleneck towards their implementation in vehicle series and mass production. 
The AffordabLe LIghtweight Automobiles AlliaNCE (ALLIANCE) has the ambition to develop novel advanced materials (steel, aluminium, hybrid) and production technologies, aiming at an average 25% weight reduction over 100k units/year, at costs of <3 €/kg. Additionally, ALLIANCE will develop a mass-optimizer software tool and a multi-parameter design optimisation methodology and process, aiming at an accelerated pre-assessment of technologies over existing designs in a holistic framework. 
ALLIANCE will work on 8 different demonstrators of real vehicle models, 6 of which will be physically tested, aiming at market application by OEMs within 6 years from project end (in 2025). A transferability and scalability methodology will also be developed for results replication across other vehicle components and models in other segments.
ALLIANCE aims at becoming a central hub for innovation in lightweight design in Europe. To do so, it will establish an open inclusive framework towards external centres and clusters in this field, involving them in ALLIANCE development through an open lightweight design contest and dedicated workshops.
GABAB RECEPTOR SUBTYPES GABAB-R1C AND GABAB-R2 AND HETERODIMERS THEREOF

The present invention relates to the novel GABAB receptor subtypes GABAB-R1c and GABAB-R2 as well as to a novel, functional GABAB receptor which comprises a heterodimer of GABAB-R1 and GABAB-R2 receptor subunits. The present invention also relates to variant of the receptors, nucleotide sequences encoding the receptors and variants thereof and novel vectors, stable cell lines, antibodies, screening methods, methods of treatment and methods of receptor production.
Estimating the prevalence of antimicrobial resistance

Antimicrobial resistance (AMR) is the ability of an infection to stop antimicrobials, such as antibiotics, antivirals and antimalarials, from working against it. In the EU, every year AMR is responsible for thousands of deaths and costs millions of euros. Yet forecasting the prevalence of AMR remains an open challenge. This project meets this challenge by developing cutting-edge Hierarchical Bayesian models (HBMs).  As a case study, the models will focus on the malaria parasite Plasmodium falciparum that has developed resistance to sulfadoxine/pyrimethamine between 1994 and 2016. This ensures that the goals are realistic, with immediate insight and impact, whilst also remaining methodologically relevant for all AMR. Within the field of ecology, regression models are being replaced so as to incorporate more complex non-linear relationships between abundance and the environment. Unlike traditional methods, HBMs are spatiotemporal models that (i) account for varying geography (ii) separate underlying processes  and (iii) include uncertainty in the data and model parameters. This thorough package has proven to yield more insight and accuracy. By using partial differential equations, HBMs separate occurrence due to spread and occurrence due to emergence. Despite its relevance, differentiating between these two process is currently unexplored in epidemiology. Furthermore, when modelling AMR, infections competing for hosts is a process which is currently unexplored in HBMs. Thus, the two long term contributions of this project are: Bringing HBMs to epidemiology to gain a better understanding of underlying processes, and advancing the field of HBMs to include more complex dynamics.  And more immediately, the two key contributions are: Quantifying the dynamics and influencers of the spread of drug resistant malaria, and forecasting the frequency of partially drug resistant malaria, and fully drug resistant malaria, at different locations and at different times.
DEPLOYABLE BOAT-TAIL DEVICE FOR USE ON PROJECTILES

In accordance with one aspect of the invention, a system, method and apparatus for a boat-tail device is described herein. A body section for a projectile having a deployable portion is provided. Gun gases may pass through an orifice at an aft end of a piston and pressurize a volume in a plenum within the body section. Depressurization at muzzle exit may allow the gas pressurized in the plenum to push the piston aft deploying the deployable portion. A stopping and locking mechanism such as a complementarily tapered piston and opening may engage at the end of the stroke of the piston to stop and lock the piston at a predetermined location, A releasable protective cover may be used to protect the structure of the deployable element and other elements from gun gases and launch loads.
Automatisation du processus de gestion en méthodologie agile.

Le projet concerne le soutien au fonds de roulement d’une entreprise en cas de diminution du chiffre d’affaires (recettes des ventes) causée par les effets négatifs de la pandémie de COVID-19.
METHOD AND DEVICE FOR SEALING BETWEEN A GUIDE VANE AND A TURBINE HOUSING

A method and device for sealing between a guide vane (6) in a turbine housing (2) and the turbine housing (2), the guide vane (6) being rotatable or movable in the turbine housing (2) and there being arranged a seal (14) between the turbine housing (2) and the guide vane (6), and the method comprising the operations of : - selecting a seal material (16) from a material group whose materials are capable of taking shape of a worn surface between the turbine housing (2) and guide vane (6) when being pressed against the worn surface; and - pressing the seal material (16) against the worn surface.
Board for Detection and Assessment of Pharmaceutical Drug Residues in Drinking Water - Capacity Building for Water Management in CE

Water is one of the most valuable raw materials for today&#39;s civilization and one of the most important factors that determine the quality of our lives. Technological development, on the one hand, plays a significant role in various forms of environmental pollution, and hence for water. On the other hand, scientific development can detect and combat these risks. This includes monitoring of the occurrence of recently unknown forms of contamination caused by micropollutants. Recent research shows that the aquatic environment, from which we produce potable water in Europe, contains anthropogenic substances - until a few years ago, their presence was unknown and there are still considerable knowledge gaps. This is where boDEREC-CE sets an innovative approach by implementing pilot sites in CE countries to monitor emerging contaminants (EC), above all pharmaceuticals and personal care products (PPCP). PPCP includes any products used in personal healthcare, cosmetics, and medicated products, many compounds of which are broken down and degraded, many are not, and could persist in soil and reclaimed water, creating potential hazards to environmental and human life. This lack of knowledge needs to be tackled by developing one common course of action and policy on EU level. Thus, boDEREC-CE is focused not only on the study of PPCP behaviour, particular attention is paid to assessing the effectiveness of attenuating this specific type of pollution, using different types of drinking water treatment technologies: the main output is an innovative model based decision making tool, which, given future legal thresholds, can be used as an early warning tool. This tool will be tested under different conditions at waterworks. Furthermore, activities will be started to inform public about measures to reduce the use and waste of PPCP. By the formation of a transnational board, research institutions and waterworks will continue networking for defining standards and guideline values.
Revised classification/nomenclature of vitiligo and related issues: the Vitiligo Global Issues Consensus Conference

During the 2011 International Pigment Cell Conference (IPCC), the Vitiligo European Taskforce (VETF) convened a consensus conference on issues of global importance for vitiligo clinical research. As suggested by an international panel of experts, the conference focused on four topics: classification and nomenclature; definition of stable disease; definition of Koebner's phenomenon (KP); and 'autoimmune vitiligo'. These topics were discussed in seven working groups representing different geographical regions. A consensus emerged that segmental vitiligo be classified separately from all other forms of vitiligo and that the term 'vitiligo' be used as an umbrella term for all non-segmental forms of vitiligo, including 'mixed vitiligo' in which segmental and non-segmental vitiligo are combined and which is considered a subgroup of vitiligo. Further, the conference recommends that disease stability be best assessed based on the stability of individual lesions rather than the overall stability of the disease as the latter is difficult to define precisely and reliably. The conference also endorsed the classification of KP for vitiligo as proposed by the VETF (history based, clinical observation based, or experimentally induced). Lastly, the conference agreed that 'autoimmune vitiligo' should not be used as a separate classification as published evidence indicates that the pathophysiology of all forms of vitiligo likely involves autoimmune or inflammatory mechanisms.
AUTO PRIMING VENT PLUG

An air venting device may include an adapter comprising a tubular body having a hollow interior defining a fluid flow path, and a vent plug detachably coupled to at least a portion of the tubular body. The vent plug may include an inner circumferential surface defining an internal chamber of the vent plug, and the fluid flow path of the adapter may fluidly communicate the adapter with the internal chamber of the vent plug. The vent plug may further include a superabsorbent polymer material disposed in the internal chamber. The superabsorbent polymer material may be configured to (i) absorb a liquid entering the internal chamber from the fluid flow path, and (ii) expand in volume as the liquid is absorbed into the superabsorbent polymer material. Air entrained in the liquid entering the internal chamber may be vented to an exterior of the air venting device via the vent plug.
Reusability of Search Index over Encrypted Cloud Data on Dynamic update

Cloud computing is generating lot of interest to provide solution for data outsourcing and high quality data services. More and more institution, organizations and corporations are exploring the possibility of having their applications, data and their IT assets in cloud. As the data and there by the cloud's size increases searching of the relevant data is expected to be a challenge. To overcome this challenge, search index is created to aid in faster search. However, search Index creation and computation has been complex and time consuming, leading to cloud-down time there by hindering the swiftness in reacting to data request for mission critical requirements. Focus of this paper is to explain how in the proposed system, reusability of search index is helping to reduce the complexity of search index computation. Search index is proposed to be created using parameters like similarity relevance, user ranking and scheme robustness. User ranking helps to guarantee why a phrase or a sentence or a key word is used frequently in the uploaded data. The proposed system ensures that the reusability of search index concept, highly reduces cloud down time while maintaining the security using searchable symmetric encryption (SSE).The user requested file is retrieved from the cloud, using Two-round searchable encryption (TRSE) scheme that supports top-k multi-keyword retrieval.
Statistical Analysis of 4 Types of Neck Whiplash Injuries Based on Classical Meridian Theory

As one component of the Chinese medicine meridian system, the meridian sinew (Jingjin, (see text), tendino-musculo) is specially described as being for acupuncture treatment of the musculoskeletal system because of its dynamic attributes and tender point correlations. In recent decades, the therapeutic importance of the sinew meridian has become revalued in clinical application. Based on this theory, the authors have established therapeutic strategies of acupuncture treatment in Whiplash-Associated Disorders (WAD) by categorizing four types of neck symptom presentations. The advantage of this new system is to make it much easier for the clinician to find effective acupuncture points. This study attempts to prove the significance of the proposed therapeutic strategies by analyzing data collected from a clinical survey of various WAD using non-supervised statistical methods, such as correlation analysis, factor analysis, and cluster analysis. The clinical survey data have successfully verified discrete characteristics of four neck syndromes, based upon the range of motion (ROM) and tender point location findings. A summary of the relationships among the symptoms of the four neck syndromes has shown the correlation coefficient as having a statistical significance (P < 0.01 or P < 0.05), especially with regard to ROM. Furthermore, factor and cluster analyses resulted in a total of 11 categories of general symptoms, which implies syndrome factors are more related to the Liver, as originally described in classical theory. The hypothesis of meridian sinew syndromes in WAD is clearly supported by the statistical analysis of the clinical trials. This new discovery should be beneficial in improving therapeutic outcomes.
Cosmology with voids and superclusters: combining theory, simulation and observation

The aim of this cosmology proposal is to study the contents, history and evolution of our Universe, using the distribution of matter on large scales. I propose to study new methods to identify and catalogue rare voids and superclusters in the large-scale structure of the Universe and to study their statistical, morphological and dynamical properties. I will use these studies to propose new observables and new techniques of data analysis based on these structures, and to use this knowledge to test theories of gravitation, dark energy and the initial conditions of the early Universe. Interest in cosmic voids in particular has increased greatly in recent years, as they have been suggested as extremely competitive probes of cosmology, according to some estimates significantly out-performing other methods. Yet there remain unsolved theoretical difficulties in the modelling of voids and even a lack of consensus on how to identify them and how to relate theory and observation. Even less is currently known about superclusters. These are among the important issues I propose to address. My proposal consists in roughly equal parts of: analysis of the latest high-quality survey data which will available from the Sloan Digital Sky Survey (SDSS) and the Dark Energy Survey (DES); analysis of the state-of-the-art Jubilee ISW and weak lensing simulations run on the Juropa supercomputer in Germany; and theoretical work to combine insights from data and simulation to improve our understanding of cosmology. The proposed work is to be carried out in collaboration with leading experts in the respective fields from across the European Community, in particular in the United Kingdom, Spain and Germany.
METHOD FOR MAKING COMPLEX INTEGRAL STRUCTURAL MEMBERS FROM A COMPOSITE MATERIAL

A fibrous preform is made using only a flexible basic fibrous structure in the form of a planar plate consisting of a stack of two-dimensional fibrous layers joined together by needle punching. Cut-outs and/or slots are made in the basic fibrous structure and the preform is made by bending the cut and/or slotted basic fibrous structure. A structural member is provided by densifying the preform with a constituent material of the composite material matrix. A single plate with a fibrous structure bent into shape by means of the slots or cut-outs may be used to achieve the desired preform in which the continuity of the basic fibrous structure is retained. Alternatively, a plurality of plates with a basic fibrous structure may be assembled by bending one or more of the plates and assembling them so that they interlock by means of the slots or cut-outs.
Glacial legacy on the establishment of evergreen vs. summergreen boreal forests

Boreal forests provide critical ecosystem services to humanity, including timber supplies, cli-mate-regulation, and permafrost-stabilization. However, these forests differ markedly between Asia, which is dominated by summergreen larch forests, and North America, where boreal for-ests are exclusively evergreen. The basic mechanisms controlling the distributions of these bo-real biomes remain poorly understood. 
My new hypothesis is that summergreen and evergreen needle-leaf forests represent alterna-tive quasi-stable states that occur today under similar climatic conditions, but were triggered by different environmental conditions and gene pools during the Last Glacial.
GlacialLegacy will use coherent empirical and modelling approaches to investigate this hypoth-esis across the entire Northern Hemisphere, also collecting new data from northern Asia, where both forests types occur today. 
Work package (WP) A will explore the dependency of post-glacial forest establishment on the glacial climate and genetic characteristics of northern tree refugia. We will use ancient DNA analysis of sediments, complemented by results from pollen data synthesis. For a mechanistic understanding of the empirical evidence obtained, we will simulate post-glacial forest migra-tion using the LAVESI individual-based vegetation model, into which long-term genetic process-es will be incorporated. 
WP-B will further refine the LAVESI model using results from vegetation and biophysical field surveys. This will enable us to quantify the vegetation–fire–permafrost–climate feedbacks that are likely to facilitate boreal forest bi-stability. 
Such a model configuration is the only way that reliable predictions of the future of boreal for-ests can be made, which will be the objective of WP-C. These predictions will aim to anticipate potentially critical future ecosystem service changes on a continental scale, thus providing the knowledge base required for adaptation strategies to be prepared.
Optimal use of healthcare resources through ai-guided support of healthcare professionals

MedicalExpress (ME) is an AI-based innovation that optimises patient flow processes. It is a B2B solution for healthcare providers, developed to generate added value for patients and caregivers alike. ME is the result of 10 years of R&D together with clinicians, nurses and input from collaborators from academia, IT and pharma (e.g. Yale, Johns Hopkins, UCLA, ETH Zurich, Novo Nordisk and Sigma).electo
ME is currently implemented in 30% of Sweden’s public primary care, where is has proven to allow each general practitioner (GP) to see 50% more patients/day, generating cost savings on the order of €100 000 per GP/year. By increasing efficiency, ME increases access to care, improves patient safety and generates cost savings not only for payers, but also by decreasing work absenteeism.  
Our offer is completely unique and the only CE-marked solution of its kind in Europe. ME is a comprehensive modular platform, which seamlessly integrates into existing IT structures and EHR (electronic health records). Being modular, ME can be fully customised to meet specific client needs. ME doesn’t replace jobs and retains diagnostic decision-making with experienced healthcare professionals. Our AI augments personnel in compiling and analysing data, creating reports and supporting decision-making in a way that liberates vital time that can be spent on tending after the patients. Having won several public tenders in competitions with international e-Health providers, we have demonstrated ME to be a great market fit as well as the most attractive solution to the prevailing resource management problem.  
In the project, we will roll out the solution for several new market segments and launch or product throughout Europe and the US. The project will take our market-validated solution through a rapid market replication phase that will create >20 new jobs in the EU alone. 5 years after having penetrated into new market segments, we anticipate revenues on the order of €35M.
Assuming Superpower Status? Evolving Asian Perceptions of the EU

Using nuanced and specific to each geographical context news media and public opinion data from a trans–national comparative research project ‘The EU in the Eyes of Asia–Pacific’ (2002-on going), paper draws together a number of common comparative themes from the seven case-studies of EU external perceptions in Asia: Japan, China, South Korea, India, Singapore, Malaysia and Thailand. The study explores EU media and general public images in Asia before and during the sovereign euro debt crisis testing the claim that the on-going economic crisis has ‘damaged’ EU external image. The findings debate on the EU’s expectations and capabilities in Asia. This debate reflects on the hypothesis of ‘capability-expectations gap’ (Hill 1993) (namely, the gap that exists between the excessive expectations placed on the EU from both inside and outside the Union and the insufficient capability assigned to the EU by its members that renders it unable to match these expectations).
Cancer Rehabilitation: Opportunities and Challenges

Each year, thousands of Canadians are told they have cancer. Most of us know someone—a friend, colleague, or family member—who has been diagnosed with the disease. The word “cancer” can provoke an emotional reaction that includes fear, anxiety and sadness. Today, however, the majority of cancer survivors can expect to pass the 5-year mark.1,2 To quote Lynn Gerber, MD, cancer has been transformed from “an acute lethal illness” to “a complex, chronic and common disorder.”3(p.xiv)

Physiotherapy Canada will be running a special series on oncology, including at least one article in each of the next few issues. The series will highlight the diversity in needs among cancer types, explore new treatment interventions and approaches, and provide both information on the state of the research evidence and insight into the availability of specialized services and programmes offered in Canada.
ABANDONMENT AND CONTAINMENT SYSTEM FOR GAS WELLS

The invention presents a method for plugging and abandoning spent wells. An expandable liner hanger having sealing elements positioned thereon, is run-in and expanded, creating at least one seal against fluid migration. A redundant seal is created using a swellable annular sealing device, such as a swell packer. The swell packer and liner hanger are run-in and expanded. A bottom valve is closed and the expansion and running tools released from the liner hanger. After pulling out of the running tool, the wellbore is cemented creating an effective plug.