SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Human+  towards expertise in enhanced human/technology experience

Rapid developments in information technology in the past three decades have opened up new, unfamiliar frontiers in all areas of society: culture and media, politics and security, health and wellbeing. Big data and machine learning are transforming our experience of social interaction, identity, governance, entertainment, journalism, privacy, and, through artificial intelligence (AI), what it means to be human. There are increasing calls for human-centric approaches to critical questions concerning this rapid expansion of adaptive technologies and their impact on the nature and future of humanity. Trinity College Dublin, Ireland, will address this need through HUMAN+, which will connect computer science researchers with arts and humanities researchers and enterprise to forge a human-centric approach to technological development. HUMAN+ will recruit 18 experienced researchers over 2 calls, each for a duration of two years. It will invite research proposals addressing one of two broad strands: 
(a) questions that consider technological developments from the humanistic perspective
(b) proposals to develop technology with insights informed by the arts and humanities. 
Through multidisciplinary supervision, industry participation by way of workshops and mandatory secondments, HUMAN+ fellows will gain inter-sectoral experience contributing to their capacity to tackle societal challenges relating to the areas outlined above. Non-academic partners involved in the programme include Nokia Bell Labs, Accenture Human Insight Lab, EPIC- the Irish Emigration Museum, Fidelity and Ancestry.com. As part of the fellows’ training, HUMAN+ will participate in a ‘Future Lab’ which will bring the fellows together to test, learn, invent and build solutions in response to problems set by our industry leader partners. HUMAN+ is jointly developed by the Trinity Long Room Hub Arts & Humanities Research Institute and ADAPT, Science Foundation Ireland Centre for Digital Content Innovation.,
Determining efficiency of a virtual array in a virtualized storage system

A virtualized storage system comprises at least one host, at least one virtual array, a backend array and a management server. The host requests storage operations to the virtual array, and the virtual array executes storage operations for the host. The backend array, coupled to the virtual array, comprises physical storage for the virtual array. The management server determines the efficiency for the virtual array. The management server determines an input throughput data rate between the host and the virtual array based on storage operations between host and virtual array. The management server also determines an output throughput data rate, from the virtual array to the backend array. The output throughput data rate is based on the storage operations that require access to the backend array. The management server determines the efficiency of the virtual array using the input throughput data rate and the output throughput data rate.
Do pre-admonition suggestions moderate the effect of unbiased lineup instructions?

We examined the additive and interactive effects of pre-admonition suggestion and lineup instructions (biased or unbiased) on eyewitness identification rates. Participants watched a mock crime video, completed a target-absent lineup identification, and completed a retrospective memory questionnaire. Prior to attempting an identification, participants were either exposed or not exposed to pre-admonition suggestions and received biased or unbiased lineup instructions. The pre-admonition suggestion indicated that it was likely that the perpetrator was in the lineup (surely, you can pick the perpetrator). The pre-admonition suggestion increased false identification in the unbiased lineup condition. Furthermore, those who received the pre-admonition suggestion were more certain in their identifications as well as other testimony-relevant judgments than were those who did not receive the pre-admonition suggestion. These results suggest that pre-lineup suggestion can mitigate the beneficial effects of unbiased lineup instructions.
Cost-Effective battery for storage of locally produced photovoltaic energy at residential buildings

Photovoltaic (PV) electricity microgeneration is becoming an increasingly profitable solution, because electricity costs for consumers are expected to rise and the PV panel prices to fall.
However, in the residential market, there is a time-shift (i.e. the duck curve) between the electricity consumption curve and the PV electricity production, with largest consumption in the morning and evening, while most PV production is during daytime. Currently, these differences are managed in the following way: during the day, excess PV electricity production is fed into the utility grid, and the producer receives a payment based on the Feed-in Tariff. At night, electricity consumption is maintained by the utility grid at normal costs. In the past decade, this system was supported by attractively high Feed-in Tariffs. However, due to very large number of PV installations the Feed-in costs for utility grids have grown exponentially and new payment models have now much lower or even zero Feed-in Tariffs for microgeneration in residential buildings, in most EU countries. Thus, there is now an economical incentive for electricity storage.
With this innovation project, we aim to pave the way for market introduction of the most cost-effective solution for storage of locally produced PV energy at residential buildings. To reach this goal, VisBlue is developing a storage system based on Vanadium Redox Flow Batteries. The ultimate value proposition for end-users is the lowest cost in terms of EUR/kWh/cycle on the market, ensuring as low as 9 years of payback time, which is significantly lower than any of the competing solutions.
Furthermore, the successful implementation of the innovation project is expected to boost the company’s growth, placing VisBlue in a strong position to generate around €25.6 million in revenue and a profit of €8.6 million over five years’ post-project.
Which morphological scoring system is relevant in human embryo development?

In the past several scoring systems were proposed for early human development aiming to assist in the identification of the best embryos. Scoring criteria are usually assessed at static developmental time points by microscopy. For almost every scoring system controversial results on its benefit can be found in the literature. With the introduction of time-lapse imaging static assessment of developmental parameters needs to be revised. The objective of this study was to critical review the strategy of static assessment by using an embryo monitoring system to study time-dependent variations of scoring criteria.Human oocytes were subjected to intracytoplasmic sperm injection and subsequently incubated in an embryo monitoring device. Images from individual oocytes were captured at given time intervals allowing a time-lapse analysis of early embryo development.Scoring of pronuclear morphology, early cleavage and embryo morphology up to day 3 of development was performed at standard time points and compared to the morphological fate present in time intervals prior and after standard assessment.Pronuclear morphology showed a high variability within very short time intervals. First cleavage can be observed at very early time points questioning the criterion "early cleavage". Embryo morphology can change within short time intervals and thus may be misleading if assessment is done at a static time point.Scoring of early embryo development has limitations if based on static observation only. Time-lapse imaging will lead to revised scoring systems emphasizing the need for a new look on embryological parameters.
AID FOR THE START OF A NEW STONE MANUFACTURING COMPANY — PSL00208

THE INTERVENTION CONCERNED THE CREATION OF AN INDIVIDUAL FIRM IN THE STONE SECTOR TO BE LOCATED IN THE MUNICIPALITY OF GAVOI. THE INVESTMENT MADE, REFERS TO A PREFABRICATED SHED INTENDED FOR PRODUCTION, MACHINERY FOR THE PREPARATION OF ARTIFACTS NECESSARY FOR THE CONSTRUCTION OF LOAD-BEARING WALLS, COVERINGS, WALLS, INTERIOR AND EXTERIOR FLOORING AND THE INSERTION OF PHOTOVOLTAIC SYSTEM. THE NEW FACTORY FOR ITS TERRITORIAL LOCATION IS ABLE TO OFFER A PRODUCT OF HIGH QUALITY AND REVERSIBILITY IN LOCAL RESIDENTIAL BUILDINGS AND NEIGHBORING MOUNTAIN VILLAGES, ALSO DUE TO THE PRESENCE OF NUMEROUS ACTIVE QUARRIES THAT MAKE THE RAW MATERIAL ECONOMICALLY COMPATIBLE.
Leveraging ai based technology to transform the future of health care delivery in leading hospitals in europe

Hospitals must increase their efficiency and productivity and boost quality and safety, while containing and reducing costs. This cannot be an untaught linear reduction. For instance, the number of ICU beds per million of EU habitants was reduced of 75% in the past 30 years, also in response to the unneglectable need to invest on territory healthcare services in response to democratic challenges. This left EU Hospitals completely unprepared to the COVID-19 pandemics, proving that hospital budget cuts must be complemented with major organizational restructuring, making use of innovative technologies. 
We have identified 11 hospital critical challenges, which ODIN will face combining robotics, Internet of Things (IoT) and Artificial Intelligence (AI) to empower workers, medical locations, logistics and interaction with the territory. ODIN will deploy technologies along three lines of intervention: empowering workers (AI, cybernetics and bionics), introducing autonomous and collaborative robots and enhancing medical locations with IoT. These areas of intervention will be piloted in six hospitals (in Spain, France, Italy, Poland, The Netherland, Germany), via seven use cases, spanning from clinical to logistic, including patient management, disaster preparedness and hospital resiliency.ODIN pilot will be a federation of multicentre longitudinal cohort studies, demonstrating the safety, effectiveness and cost-effectiveness of ODIN technologies for the enhancement of hospital safety, productivity and quality. Use-case protocols will be approved by the local hospital ethical committees, in order to assure the highest quality of the study, while providing a pragmatic solution for the scaling-up of the ODIN technological solutions and business models in a variety of local ecosystems.
ODIN vision is that as Evidence Based Medicine revolutionized medicine with data-driven procedures, so data-driven management (enabled by Industry 4.0 tech) can revolutionise hospital management
Advanced solutions for high sensitivity metabolism and toxicity assays

Drug failure and high development cost (est. €2.3bn/new drug) has driven enormous growth in market need for scientific tests and models of disease, for researchers in academia, institutions and the pharmaceutical industry, that better translate from the bench (in vitro) to the bedside (in vivo). Critical tests are either not available, or only available on a few large, expensive dedicated instruments. 

Luxcel Biosciences Ltd (LUX) has prototyped innovation that can now bring these high performance tests, to all laboratory scientists, for use on standard laboratory instrumentation already available in est. 20,000 labs (fluorescence plate reader), without requirement for CapEx. 

LUX’s business innovation solution is a platform of low cost, flexible, easy to use and accessible in vitro cell metabolism and toxicity test kits and consumable products (MitoXpress UHS® and dOxycheck™) made possible through innovative synergy of LUX’s fluorescence nanosensor technology, together with advanced polymer microfabrication and electronic engineering. 

MetaTox-HS project, completes the final stages of development, verification, pilot process and manufacturing readiness, together with dissemination and exploitation activities, to bring the full product solution to market and secures EU based revenue and job creation; 13 new jobs and €14.5m cum turnover by 2023, consolidating LUXCEL’s EU position (2 YR), and ambition to become a serious #2 challenger in this est. €320m accessible US and global market (5 YR), currently dominated by US businesses.

Proposal previously submitted Oct ’16, scoring highly, passing all three criteria. Following a full commercial review LUXCEL has taken a sole beneficiary role, with key enabling technology provided through 3rd party sub-contract. A full re-write highlights: clear product components, demonstrated proof-of-concept, well-defined market opportunity and strong commercial plan to boost growth.
A taxonomy for region queries in spatial databases

In spatial databases, there are two basic types of queries, namely nearest neighbour queries ( k NN) and range queries . Spatial range queries are not only finding objects of interest within a certain range or radius, but feature a wide spectrum: from finding objects of interest to forming the range (or region). Therefore, in this paper, we coin a term “Region Queries” to indicate a broad category of spatial range queries. It is imperative to understand the full capabilities of region queries, before starting to work on processing and optimising such queries. The aim of this paper is to show a complete picture of region queries. In this study, we present taxonomy of region queries, comprising of three categories: ( i ) finding objects of interest, ( ii ) forming regions, and ( iii ) determining centroids. These three query types form a comprehensive view of what region queries are about. • Region is an important concept in many aspects of spatial information systems. • Spatial query processing is one of the important applications of online maps. • The study of spatial databases has some roots in computational geometry.
TREATMENT OF FLUOROCARBON FEEDSTOCKS

A method of treating a fluorocarbon feedstock includes heating, by means of radio frequency induction, a heating zone to a high temperature, allowing a fluorocarbon feedstock, comprising at least one fluorocarbon compound, to heat up in the heating zone so that the fluorocarbon compound dissociates into at least one fluorocarbon precursor or reactive species, and cooling the fluorocarbon precursor or reactive species, thereby forming, from the fluorocarbon precursor or reactive species, at least one more desired fluorocarbon compound.
Effects of Mercury Chloride (HgCl2) on Betta Splendens Aggressive Display

Mercury chloride (HgCl 2 ) is a toxic mercury salt and a major pollutant, that can be found in soil, water and air, with influences on behavior, physiology and adaptation to the environment. In this study two experiments were designed to examine interactions and effects of HgCl 2 on some behavioral patterns of Siamese fighting fish ( Betta splendens ). In the first experiment we tested the effect of a progressive dose (five 0.04 mg) on aggressive display with exposure to a mirror, whereas in the second experiment we tested the effect of an acute dose (0.2 mg) on the aggressive display with exposure to a mirror. The experiments were performed on 5 consecutive sessions at intervals of 18 hours between sessions. Differences of performance were shown by subjects in the acute and progressive treatments when compared with a control treatment in the majority of behaviors evaluated, namely Floating, Slow Swimming, Wavy Swimming, Emerging, Bend, Square Move and Motor Display Components. Acute treatment was different from control only on Show Body, while the progressive group differed on Resting, Horizontal Display and Appropriate Display Components. Differences between Correlate Display Components and Total were also shown. Both the acute and progressive contamination with HgCl 2 decrease the motor activity in the aggressive display, mirror-image test of Betta splendens , mainly on the progressive dose. This implies an impairment on feeding behavior, predator avoidance, reproductive behavior, mate choice and territoriality. These results suggest that in this fish species, the progressive dose has a greater effect on behavior in general and that both the acute and progressive contamination with mercury chloride affect many other aspects of behavior.
Cooperative effects of polarization and polyaspartic acid on formation of calcium carbonate films with a multiple phase structure on oriented calcite substrates

Abstract We demonstrated the crystallization of calcium carbonate (CaCO3) on polarized calcite single crystal substrates with three different orientations characterized by the (10.0), (00.1), and (10.4) planes in the presence of polyaspartic acid (PAsp) as an organic additive. The precipitates had a multiple phase structure with thin-film-like and hemispherical forms and were a mixture of calcite, aragonite, and vaterite. The main component of the thin-film-like layers was calcite elongated along the c-axis, regardless of the differently oriented calcite substrates, while the main component of the hemispherical layers was aragonite. The individual crystals of each CaCO3 polymorph shaped the morphology of the mesocrystals. Calcite-aragonite complex films with two distinct structures are similar to those found in pearls and bivalve shells. The combined effect of a surface electric field by virtue of the polarized calcite substrates and PAsp promoted the formation of the thin-film-like layers and moreover, acted remarkably on the negatively charged surface of each oriented calcite substrate. The matching between the β-sheets of PAsp and the calcium-ion arrangement on top of the oriented calcite substrates explained the preferential calcite crystallization in the form of the thin-film-like layers and why calcite precipitates are in the following sequence: (00.1)>(10.4)>(10.0).
PIPE INSERT FOR GENERATING NANO-BUBBLES AND NANO-BUBBLE GENERATOR COMPRISING THE SAME

The pipe insert for generating nano-bubbles of the present invention is an insert inserted into a plumbing pipe in the longitudinal direction, wherein, in order to increase the friction surface of a gas-liquid mixed fluid for generating nano-bubbles in the pipe, the body of the insert is configured such that either or both of dividing walls dividing the fluid path space of the pipe and space dividers protruding into the fluid path space of the pipe are formed continuously in the longitudinal direction of the pipe.
Bioactive compounds from olea europaea: investigation and application in food, cosmetic and pharmaceutical industry

The goal of Olive-Net project is to introduce a novel approach for the exploration, valorization and marketing of new products based on bioactive compounds from Olea europaea. This will be achieved through an extended and well-balanced scheme of researcher’s secondments between universities and enterprises from EU & Associated countries as well as universities from Third countries. A mutual scientific project developed on the needs and interests of both sectors exploiting the existing expertise will be the base of this proposal. Products and side-products of the olive tree such as olive oil, edible olive fruits, olive mill waste and olive tree leaves, will be subjected to a series of state-of-the-art extraction and isolation cascades in order to provide extracts, enriched fractions and isolated compounds of high purity. Target chemical categories will involve the well known olive oil polyphenols and secoiridoids, that will be assessed for their safety and pharmacological effects against inflammation, osteoarthritis, cardiovascular disease, etc. in cell-based and in vivo assays. All active ingredients will be identified and characterized with advanced analytical techniques, in order to be integrated in formulations and products in the area of nutraceuticals/dietary supplements. Within this project, core scientific multidisciplinary knowledge from different research areas will be integrated creating valuable synergies. Expertise will be transferred by means of the seconded researchers training in environments with different research orientation where complimentary skills are required. Special attention will be given to dissemination activities aiming to public awareness of benefits of healthy diet(s). Olive-Net aspires to create a successful model promoting considerably researchers’ competences and long-lasting collaboration between Industry and Academia.
SYSTEM AND METHOD FOR MAINTAINING A PHOTOVOLTAIC POWER SOURCE AT A MAXIMUM POWER POINT

A method is provided for setting an operating parameter for a load on a photovoltaic power source, such as an AC signal or the speed of a motor, including operating a load, using a control system, with the operating parameter set at a first value, providing a measurement of DC source voltage at the power source to the control system, and providing a measurement of DC source current at the power source to the control system, determining the logarithm of the conductance from the measurement of DC source voltage and the measurement of DC source current, and comparing a reference parameter based on the logarithm of the conductance to a reference setpoint. Based on that comparison, the operating parameter may be modified for the load if the value of the reference parameter differs from the value of the reference setpoint by more than a threshold amount.
The evolution of land plant cilia

Contents
 	Summary	526	
I.	Introduction	526	
II.	Plant cilia: a model for evolution and development	530	
III.	Future perspectives: Marchantia and Ceratopteris as models for cilia research	535	
 	Acknowledgements	536	
 	References	536	


Summary
Eukaryotic cilia/flagella are ancient organelles with motility and sensory functions. Cilia display significant ultrastructural conservation where present across the eukaryotic phylogeny; however, diversity in ciliary biology exists and the ability to produce cilia has been lost independently on a number of occasions. Land plants provide an excellent system for the investigation of cilia evolution and loss across a broad phylogeny, because early divergent land plant lineages produce cilia, whereas most seed plants do not. This review highlights the differences in cilia form and function across land plants and discusses how recent advances in genomics are providing novel insights into the evolutionary trajectory of ciliary proteins. We propose a renewed effort to adopt ciliated land plants as models to investigate the mechanisms underpinning complex ciliary processes, such as number control, the coordination of basal body placement and the regulation of beat patterns.