SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Bacterial detection and control of urinary tract infection

Problem 
Approx. 50% of all patients with severe blood stream infections die from the infections, while the remaining 50% incur excessive socio-economic expenses from prolonged hospital stays. In fact, the fourth largest cause of death in the western world is hospital and care acquired infections, most often caused by urinary catheters. Present state-of-the-art, measuring the temperature of a patient, indicates if the patient has an infection, but with approx. 2-3 days delay, and with many possibilities for false positives (increasing temperature can mean other things than infection).

Solution
The innovation, the Bacticon Catheter, is a catheter impregnation technology based on a new biosensor/biomarker principle based on biomarkers, bio-nanoparticles and nano-channels in a new hybrid material, allowing for an immediate detection. The system is an add-on to existing catheters and is therefore cost efficient and face a faster route through approval procedures, providing much more precise and real-time monitoring.

Project
The project has three objectives:
1: Technological feasibility study: Verify and adjust an integrated prototype 
2: User feasibility study: Verify the product need by conducting a market and user study, a product innovation strategy, partner search, feasibility of concept, benchmarking with other products and a go-to-market strategy. 
3: Economical feasibility study: Analyse the economical sustainability of the product 

Business model
The innovation is well suited to be commercialised through the sales and marketing channels of a med-tech company, which is already established in the market place, and where the Bacticon Catheter can be integrated in the existing product portfolio of such med-tech company. BioModics is pursuing this option as priority one.

Market
The dominating markets are the American market with a 547 M€ urological catheter revenue and Europe with 615 M€. Increasing growth rates are expected, especially in Asia, Europe and US.
Alfabetizadoras brasileiras: pesquisa, história e formação

This article intend to present researches and sources realized for two professors, one of them is the author of this article, she works on Higher Education forming instructors to work with children and work on Elementary and High school forming tutor for reading and writing. We analyses in this source, how the different researchers, studious and books authors have approached the questions about formation of tutor for reading and writing on the Education, History and Humans Sciences in general. Thus, this source is a thought that, it doesn’t want to produce a analysis model, it aims for tins, resemblance, severances and permanences on the explanations, thesis and concepts in the group of analysed works which help us on the construction of this article.
The local ventilation system coupled with the indirect green façade: a priliminary study

Green facades are becoming an important architectural element in an urban environment. Regarding the technology of the installation of green facades, one can distinguish between direct and indirect green facades, living walls and double skin facades with foliage. In addition to aesthetics of green facades, an impact on the outdoor and the indoor comfort has been proven. That is due to changed temperature and air fl ow conditions at the building envelope boundary. It has been proven that green facades impact lower surface temperatures of a building envelope and enhance thermal insulation properties of a building envelope, thus reducing the energy demand of a building. Based on the results from green facade thermal response research and growing interest in local ventilation systems, one can conclude that there is potential for a free cooling of a building. Therefore, this paper presents the design and the preliminary experimental research of a local ventilation system coupled with an indirect green facade. Based on the experimental work, it has been ascertained that the indirect green facade can impact a 5 K lower inlet air temperature for the local ventilation system compared with the one at the traditional facade.
Metatranscriptomics to discover root microbiome functions activated during recognition of stressed and non-stressed plants (metafun)

Plants benefit from their microbiome for specific functions such as nutrient uptake, defense and growth. When exposed to environmental stress conditions, plants are able to recruit specific helper microbiota to aid in the recovery from the stress. Understanding mechanisms underlying the interaction between plants and the myriad of microorganisms living in association with them is fundamental to fully harness the genomic potential of these microbes to improve crop agricultural performance. With a metatranscriptomics approach, MetaFun aims at investigating: 
1) the microbiome functions involved in chemical communication with the host plant; 
2) microbiome functions that become activated in response to recognition of a plant in need and act in co-operation within a community to help the plant to adapt to environmental stress.  
The innovative approach of MetaFun is based on the identification of microbial activities that become activated in response to specific biotic/abiotic stresses using a metagenomics and metatranscriptomics approach. Moreover, by combining a powerful experimental design, high resolution RNA-sequencing and advanced computational tools, MetaFun aims to decipher microbe-microbe interactions within the plant-associated microbiomes. The implementation of the MetaFun research project, combined with its training program carried out in an excellent scientific environment, represent a unique opportunity to restart the career of the experienced researcher and become an independent scientist.
A Versatile Description Framework for Modeling Behaviors in Traffic Simulations

Microscopic simulations of road traffic are a typical application domain for Multi-Agent Systems. Indeed, the individual-based approach allows to take into account the diversity of behaviors so as to consider real situations. More recently, geographical databases provide environmental information under open formats, which offers the opportunity to design agent-based traffic simulators which can be continuously informed of changes in traffic conditions. The use of such data, together with the adaptability of MAS, allows the realization of decision support systems that are able to integrate environmental and behavioral modifications in a direct way, and compare various scenarios built from different hypotheses in terms of actors, behaviors, environment and flows. We describe here a modeling approach and a comprehensive process which lead to the development of such a tool.
Different effects of resveratrol on early and late passage mesenchymal stem cells through β-catenin regulation

Resveratrol is a sirtuin 1 (SIRT1) activator and can function as an anti-inflammatory and antioxidant factor. In mesenchymal stem cells (MSCs), resveratrol enhances the proliferation and differentiation potential and has an anti-aging effect. However, contradictory effects of resveratrol on MSC cultures have been reported. In this study, we found that resveratrol had different effects on MSC cultures according to their cell passage and SIRT1 expression. Resveratrol enhanced the self-renewal potential and multipotency of early passage MSCs, but accelerated cellular senescence of late passage MSCs. In early passage MSCs expressing SIRT1, resveratrol decreased ERK and GSK-3β phosphorylation, suppressing β-catenin activity. In contrast, in late passage MSCs, which did not express SIRT1, resveratrol increased ERK and GSK-3β phosphorylation, activating β-catenin. We confirmed that SIRT1-deficient early passage MSCs treated with resveratrol lost their self-renewal potential and multipotency, and became senescent due to increased β-catenin activity. Sustained treatment with resveratrol at early passages maintained the self-renewal potential and multipotency of MSCs up to passage 10. Our findings suggest that resveratrol can be effectively applied to early passage MSC cultures, whereas parameters such as cell passage and SIRT1 expression must be taken into consideration before applying resveratrol to late passage MSCs.
Anchorguardian, providing safety during anchoring by monitoring the position and absolute movement of a ships anchor.

Swiss Ocean Tech is a start-up with the purpose to create the very first worldwide solution for monitoring the position and absolute movements of a ships anchor and predict imminent dragging; AnchorGuardian. AnchorGuardian will provide safety during anchoring for captains, crew, passengers and yacht owners by identifying the dangerous dragging of the anchor. Thereby minimising / eliminating injuries to persons and damage to the ship because of collision or grounding. ""Anchoring is the most dangerous condition for a ship"" is a statement made by a captain which well summarises the view of an entire industry. Despite groundbreaking inventions in marine navigation such as GPS, radar, depth sounder and other achievements, the anchoring is basically done in the same way as hundreds of years ago. For the first time ever, AnchorGuardian will enable the users to monitor the absolute movement and position of a ships anchor and to receive relevant information whilst laying and lifting the anchor. Sub-meter accuracy with early alarms if the anchor is dragging, independent of any movement of the ship, is provided. Such a monitoring device is not yet available anywhere in the marine industry, and we intend to revolutionise and dominate this market. AnchorGuardian is a disruptive, patented technology and will define the new state-of-the-art. In 10 years, AnchorGuardian shall be recognised as standard yachting equipment for anchoring, the same way as GPS is today recognized in maritime navigation. Market research has been performed and a conceptual model has established proof of technology.
Study on causes of the fires in rubble piles produced after the Great East Japan Earthquake, 2011

SUMMARY

This paper seeks to determine the trigger of faint heat generation, which was one of the causes of fires in the piles of rubble produced after the 2011 Great East Japan Earthquake. The rubble piles consist of various combustible materials, such as wood, paper and plastics, as well as non-combustible materials from destroyed buildings. Multiple rubble outdoor storage areas were temporarily set up in the disaster areas to dispose of rubble after it was piled up and separated. However, fires have been occurring in these storage areas since the summer of 2011. One cause of such fires is thought to be the heat generated by fermentation of microorganisms that easily proliferates within the piled up rubble, ultimately resulting in spontaneous ignition. In this study, we collected samples from rubble outdoor storage areas where fires have occurred. We then conducted thermal analyses to obtain basic data, and finally, we developed safety measures to prevent the recurrence of fire. The results revealed that the heat generated during fermentation of rotten tatami and wood chips most likely acts as a trigger causing the fires, given the adiabatic conditions are good. Copyright © 2014 John Wiley & Sons, Ltd.
Open researchers 2021

Open Researchers 2021 is the 10th Andalusian experience in the European Researchers' Night. The project is designed to increase the awareness of research as a solution to the numerous challenges faced by citizens all around the world, as well as pursuing the EU Green Deal to meeting the SDGs. ""A green science with and for citizenship: Facing the challenge of creating a neutral climate future in Europe"" is the main idea of the project. It has been conceived at a time where it becomes clearer that we must join efforts to find sustainable, equal and innovative solutions to achieve the Green Deal goals. Understanding that science is present in our daily lives, it should be accompanied by a scientific culture that will prepare citizens to a reality full of challenges. It is essential to promote youth interest in Science by opening it to the general public through researchers in an accessible way. Fundacion Descubre will coordinate this project, based on its experience through the last decade working with relevant projects and in its consortium experience in the previous NIGHT projects. The consortium is composed of 9 Andalusian universities, the Spanish National Research Council (CSIC), Andalusian Foundation Progress and Health, and the Royal Botanical Garden of Cordoba. The project's major strength is the numerous activities taking place on streets, theatres, and historical buildings of the 8 Andalusian cities, with a high mobilization of researchers and collaborating institutions. To reinforce this, partners will consolidate a strong online programme of activities and a TV show. The European dimension will be underlined by the active involvement of researchers with European funds and Marie Sklodowska-Curie fellows in the EU Corners and in the pre-events. Gender balance will be guaranteed in researchers as well as the RRI for designing inclusive and sustainable R&I. The project includes a European collaboration to design a set of activities linked to the Green Deal.
Optimizing Aggregate SPARQL Queries Using Materialized RDF Views

During recent years, more and more data has been published as native RDF datasets. In this setup, both the size of the datasets and the need to process aggregate queries represent challenges for standard SPARQL query processing techniques. To overcome these limitations, materialized views can be created and used as a source of precomputed partial results during query processing. However, materialized view techniques as proposed for relational databases do not support RDF specifics, such as incompleteness and the need to support implicit (derived) information. To overcome these challenges, this paper proposes MARVEL (MAterialized Rdf Views with Entailment and incompLetness). The approach consists of a view selection algorithm based on an associated RDF-specific cost model, a view definition syntax, and an algorithm for rewriting SPARQL queries using materialized RDF views. The experimental evaluation shows that MARVEL can improve query response time by more than an order of magnitude while effectively handling RDF specifics.
Numerical investigation of double diffusive natural convection of CO2 in a brine saturated geothermal reservoir

Abstract In geologic sequestration or in CO2-based geothermal systems, CO2 is present on top of the brine phase. In this study we performed a numerical analysis of a geothermal reservoir that is impermeable from the sides and is open to CO2 at the top. For this configuration, double diffusive natural convection due to density and temperature differences across the height enhance the mass transfer rate of CO2 into the initially stagnant brine. The analysis is done using mass, momentum, energy conservation laws, and the Darcy laws. The objective is to understand the diffusion of CO2 over long periods of time after sequestration into a subsurface porous media geothermal aquifer. The problem parameters are the solutal Rayleigh number (100 ≤ Ras ≤ 10,000), the buoyancy ratio (2 ≤ N ≤ 100), the cavity aspect ratio (0.5 ≤ A ≤ 2), and a fixed Lewis number (Le = 301). Numerical computations do not exhibit natural convection effects for homogeneous initial conditions. Hence a sinusoidal perturbation is added for the initial top boundary condition. It is found that the CO2 plumes move faster when Ras is increased, however they slow down with decreasing N. For every simulation run, the average CO2 concentration ( S ¯ = ( ∑ i n i ∑ j n j c i , j / n i × n j ) ) is computed. Higher concentration rates in laterally wide reservoirs make better candidates than deeper aquifers for CO2 sequestration.
Long-Term testing of airtightness to increase energy efficiency in buildings.

The LTT Phase 2 project is designed to address and implement the findings of our Feasibility Study and to enable a rapid and successful commercialisation of our Long-term testing of airtightness (LTT) technology.
Venturigo has developed the only solution in the market capable of monitoring 24/7 how much air, energy and money are leaking in a given building, and to adjust the ventilation system to reduce this leakage by an average of 50%. LTT has x100 lower upfront cost than alternative solutions in the market for improving airtightness, and a 5.8/6.9 months payback period in high-rise residential buildings and large services buildings, respectively, a major advancement over the current state-of-the-art and our unique selling point (USP). 
The EC Nearly Zero-Energy Building Strategy 2020 highlights the importance of a sustainable European economy and society based on the efficient use of resources and renewable energy. In this sense, while buildings are now responsible for 40% of energy consumption and 36% of CO2 emissions in the EU, the Energy Performance of Buildings Directive requires all new buildings to be nearly zero-energy by the end of 2020 and all new public buildings by 2018. LTT will help to face these challenges by reducing buildings CO2 emissions by 690,296 tonnes and will offer our clients accumulated energy and cost savings of 1,237 MWh and €203.2m, respectively during the first 5 years of commercialisation according to our 5-years projections.
LTT addresses the large and growing market of technologies for improving energy-efficiency in buildings, which is projected to increase from €163.4bn in 2017 to €259.1bn in 2026 attaining a compound annual growth rate (CAGR) of 5.26%. By successfully implementing the LTT project, we expect to create a measurable impact on Venturigo quantified as increased accumulated revenue of €58.3m and profit of €27.0m, creating 29 full time employments in our company and 55 indirect jobs in Europe.
Discovering the Venetian mainland: art, music and traditions

This project aims at enhancing tourism and safeguarding the historical, cultural and folklore heritage of the municipality of Noale and of “Venetian mainland”. In this sense rediscovering the traditions, folklore, historical and archaeological wealth of this area is a strong incentive to the development of the so-called “thematic tourism” in the Italian-Slovenian cross-border area. The project fosters touristic-cultural cooperation with Slovenia, a “historical partner” of the municipality of Noale since the XIV century, when both were under the jurisdiction of the Count of Gorizia. In order to disseminate their common historical background, a historical costume event was organised in the context of the “Noale Summer” festival, and a second one is scheduled for the fall in the course of the so-called “Rosary Festival”. A DVD was also prepared to disseminate information on the architectural, cultural and artistic history of Noale, particularly with reference to the Castle, the Tower, and the Fortress of Noale. The video presents the most significant artistic examples to be found in this site, such as the Lancerotto Picture Gallery and the artistic heritage to be found in churches and squares; lastly, a tourist guide was prepared entitled “Noale the fortified town of the Tempesta” focusing on the town’s architecture and culture. The project aims therefore at enhancing, strengthening and re-qualify the local tourist offer. The various popular costume events organised in town serve to bring new to the smaller villages and towns in the Venetian mainland area through the retrieval of their common historical memory.
Análise espacial da mortalidade por homicídios na Região Metropolitana de São Paulo no período de 2007 a 2013

anos (69,4) e diminuíram com o aumento da idade.Foram geocodificados 22.376 óbitos (93%) e detectados nove aglomerados puramente espaciais, nove espaço-temporais
A flagship for b5g/6g vision and intelligent fabric of technology enablers connecting human, physical, and digital worlds

2030 and beyond, Europe and the world will face opportunities and challenges of growth and sustainability of tremendous magnitude; to pro-actively tackle issues of green deal efficiency, digital inclusion and assurance of health and safety in a post pandemic world will be key. A powerful vision is needed to connect physical, digital, and human worlds, firmly anchored in future wireless technology and architectural research. The Hexa-X vision  calls for an x-enabler fabric of connected intelligence, networks of networks, sustainability, global service coverage, extreme experience, and trustworthiness. Wireless technologies are of critical relevance for our society and economy today; their importance for growth will continue to steadily increase with 5G and its evolution, enabling new ecosystems and services motivated by strongly growing traffic and trillions of devices. The Hexa-X project ambition includes to develop key technology enablers in the areas of (i) fundamentally new radio access technologies at high frequencies and high-resolution localization and sensing; (ii) connected intelligence though AI-driven air interface and governance for future networks, and (iii)  6G architectural enablers for network disaggregation and dynamic dependability.
Europe has been a leader in wireless network technologies for decades. It is now critical to unleash our best brains in the joint research ambition of a “flagship” project to maintain the global industry leadership for the B5G/6G era. The Hexa-X flagship is a unique effort of vision, and an opportunity for disruptive impact in sustainable growth and technology experience in Europe and worldwide!
Pengaruh profitabilitas, kepemilikan Institusional, leverage, dan ukuran perusahaan Terhadap nilai perusahaan

The influence is meant to test the influence of profitability,institusional ownership leverage, and firm size to firm value. The independent variables are profitability,institusional ownership leverage, and firm size. Meanwhile, the dependent variable is firm value. The samples are 35 companies which are listed in Indonesian Stock Exchange (IDX) and the research periods are five years which is started from 2012 to 2015. The sample collection technique has been done by using purposive sampling. The financial statement data has been obtained from Indonesian Stock Exchange (IDX). The analysis method has been done by using the multiple linear regressions. The result of this research shows that (1) profitability has influence to firm value. (2) institusional ownership has influence to firm value; (3) leverage has influence to firm value; (4) firm size has influence to firm value.
Keywords : profitability,institusional ownership leverage, firm size.