SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Experimental results on TMDs

QCD factorisation for semi-inclusive deep inelastic scattering (DIS) at low transverse momentum in the current-fragmentation region has been established recently, providing a rigorous basis to study the transverse-momentum-dependent (TMD) distribution and fragmentation functions of partons from semi-inclusive DIS data using different spin-dependent and spin-independent observables. The main focus of the experiments were the measurements of various single- and double-spin asymmetries in hadron electro-production ( $ e p^{\uparrow} \rightarrow ehX$
 with unpolarised, longitudinally and transversely polarised targets. The joint use of a longitudinally polarised beam and longitudinally and transversely polarised targets allowed to measure double-spin asymmetries related to leading-twist distribution functions describing the transverse-momentum distribution of longitudinally and transversely polarised quarks in a longitudinally and transversely polarised nucleons (helicity and worm-gear TMDs). The single-spin asymmetries measured with transversely polarised targets, provided access to specific leading-twist parton distribution functions: the transversity, the Sivers function and the so-called “pretzelosity” function. In this review we present the current status and some future measurements of TMDs worldwide.
The first year of Junior Doctors in visceral and digestive surgery in France: For what position and with which function?

La réforme du troisième cycle des études de médecine de 2017 a donné lieu à la création du statut de « Docteur Junior », correspondant à la phase de consolidation et permettant une mise en autonomie croissante et supervisée de l’interne. En chirurgie plastique, ce statut est apparu pour la première fois en novembre 2021 au sein des hôpitaux français ; il a pour durée deux années et succède aux quatre premières années de l’internat.Nous avons transmis un auto-questionnaire par courriel en mai 2022 aux 21 Docteurs Junior français. Celui-ci s’intéressait à leur terrain de stage, maquettes, activité de consultation, programme opératoire, l’intégration au planning d’astreinte ou garde, l’existence de demi-journées de disponibilités et leur avis général sur cette réforme et sa mise en application.Nous avons recueilli 20 questionnaires avec un sex-ratio de douze hommes pour huit femmes. La majorité des répondants travaillait au sein d’un CHU (85 %). 45 % avaient leurs propres consultations, 60 % avaient leurs propres plages opératoires sous anesthésie générale et 35 % sous anesthésie locale. Seuls 25 % d’entre eux considéraient cette réforme comme une avancée en terme de formation.L’introduction du statut de Docteur Junior est contrastée au sein des différents centres hospitaliers. Malgré l’autonomie progressive et supervisée apportée par cette réforme, celle-ci est globalement perçue de manière neutre ou négative par les Docteurs Junior. La mise en place de consultations et de vacations opératoires propres ressort comme un élément positif clef permettant une meilleure application de la réforme.The reform of the third cycle of medical studies in 2017 led to the creation of the status of “Junior Doctor”, corresponding to the consolidation phase and allowing increasing autonomy and supervision from the intern. In plastic surgery, this status appeared for the first time in November 2021 in French hospitals; it lasts two years and succeeds the first four years of internship.We sent a self-questionnaire by email in May 2022 to the 21 French Junior Doctors. This was interested in their training ground, formation program, consultation activity, operating program, integration into the on-call list, the existence of half-days of availability, and their general opinion on this reform and its implementation.We collected 20 questionnaires with a sex ratio of twelve men for eight women. The majority of respondents worked in a university hospital (85 %). 45 % had their consultations, 60 % had their own operating sessions under general anesthesia, and 35 % under local anesthesia. Only 25 % of them considered this reform to be a step forward in terms of training.The introduction of the status of Junior Doctor is contrasted within the various hospitals. Despite the progressive and supervised autonomy provided by this reform, it is generally perceived neutrally or negatively by Junior Doctors. The establishment of own consultations and operating sessions stands out as a key positive element allowing better application of the reform.
Hunting invisibles: dark sectors, dark matter and neutrinos

Despite huge progress in particle physics and cosmology, most of the Universe’s building blocks and how they function remain hidden to us: Neutrinos are the most abundant known fermion but the reasons why they have mass and mix are unexplained; we have evidence of Dark Matter but we do not even know which particle makes it up;  particles and antiparticles show to behave differently (the so-called CP-violation) without a compelling reason; we see that in the Universe there is mostly matter and very little antimatter, but we do not know why this is the case. Symmetries and their breaking will be the guiding principle to address those questions. HIDDeN will focus on revealing the (a)symmetries we have yet to discover, hence hidden (a)symmetries, and the particles on which they act, in particular the invisible sector, made of neutrinos, dark matter and other elusive particles. We will explore simultaneously the puzzles related to the CP symmetry in the lepton sector as well as in strong-interactions (the latter leading to axions and axion-like particles), (a)symmetries in the mass and mixing patterns of known particles, (a)symmetries responsible for the dark matter stability and its interactions. And we will address a key question: are all these sectors part of a new HIDDeN sector whose discovery will lead us to the New Standard Model? 

The mission of the HIDDeN ITN is to train the new generation of researchers to address these most fundamental questions via an ambitious multidisciplinary research and training program. We focus on phenomenological studies and include crucial links to experiments and industrial partners. We bundle world leadership in phenomenology research and our network includes representatives of key-experiments and laboratories on the field, such as CERN, Fermilab, SuperKamiokande, ADMX. An innovative aspect is the integration of a dedicated training program in outreach and journalism focussed on the Invisible Universe.
Using Gaming Simulation to Evaluate Bioterrorism and Emergency Readiness Training

The University of Minnesota: Simulations, Exercises and Effective Education: Preparedness and Emergency Response Learning Center uses simulations, which allow trainees to participate in realistic scenarios, to develop and evaluate competency.In a previous study, participants in Disaster in Franklin County: A Public Health Simulation demonstrated that prior bioterrorism and emergency readiness training (BT/ER) is significantly associated with better performance in a simulated emergency. We conducted a second analysis with a larger data set, remapping simulation questions to the Public Health Preparedness and Response Core Competency Model, Version 1.0.We performed an outcome evaluation of the impact of public health preparedness training. In particular, we compared individuals with significant BT/ER training to individuals without training on the basis of performance in a simulated emergency. We grouped participants as group 1 (≥45 hours of BT/ER training) and group 2 (<45 hours). Dependent variables included effectiveness of chosen responses within the gaming simulation, which was measured as the proportion of questions answered correctly for each participant. The relationship of effectiveness with significant BT/ER training was estimated using either multiple linear or logistic regression.For overall effectiveness, group 1 had 2% more correct decisions, on average, than group 2 (P < .001). Group 1 performed significantly better, on average, than group 2 for competency 1.1 (P = .001) and competency 2.3 (P < .001). However, group 1 was significantly worse on competency 1.2 than group 2.Results indicate that prior training is significantly associated with better performance in a simulated emergency using gaming technology. Effectiveness differed by competency, indicating that more training may be needed in certain competency areas.Next steps to enhancing the usefulness of simulations in training should go beyond questioning if the learner learned and included questions related to the organizational factors that contributed to simulation effectiveness, and attributes of the simulation that encouraged competency and capacity building.
Intellectual life and learning on rhodes (168bc-ad44)

ILLR is the first intellectual and cultural history of Rhodes centered on a seminal period of its cultural prominence between its
alliance with Rome (164 BC), where its financial and military power was curtailed and it became semi-autonomous, and its
incorporation into the province of Asia (AD 44) by the Emperor Claudius. Using a combination of actor-network/social
network theory and intellectual history with literary and material evidence, ILLR shows the transformation of Rhodian and
Greek identities from a predominately economic and political power to a cultural one in a Greek and subsequently Greco-
Roman world, and Rhodes’ part in the creation of the Classics and Greco-Roman culture.

ILLR demonstrates Rhodes’ pivotal and under-appreciated role as an important intersection within networks of learning, by
analysing ancient intellectual life in all its forms (e.g. philology, history, philosophy, the sociology and anthropology of
knowledge). Consisting of a monograph and two articles, it examines the preservation and study of heritage, the
development of poetry, scholarship, philosophy, and rhetoric, and their subsequent influence on Greeks and Romans.

My main research interests are Greco-Roman literary history, Greek poetry and music, ancient scholarship, and fragmentary
literary texts. ILLR will advance my career and strengthen my profile as a researcher by allowing me to expand my research
interests to Latin literature and learning, Greek epigraphy, and Greco-Roman oratory, and allow me to disseminate these
skills through teaching and further research. ILLR serves as a point of comparison, and, conceivably, of inspiration, when
dealing with analogue features of our contemporary world. These features include the mobility of students and scholars, the
formalisation and diversification of academic disciplines, languages and multilingualism, and the use of cultural heritage and
learning as means of identity and representation.
Support for the maintenance and development of the company Karolina Troczyńska Kinder Plac.

I run an economic activity consisting of organising parties (mainly birthday parties) for children in the Playroom and individual entrances to the room. As a result of COVID-19, my business has not been operational since 12.03.2020, so my revenues have fallen to zero. This also caused a liquidity problem, which directly affected the payment of rent invoices, utilities, telecommunications services, credit, employee’s salary. The support provided would help to settle deferred arrears. Despite the lifting of the restrictions and the adaptation by me through precautionary measures, I have still not noticed any improvement and interest in organising admissions at my premises, where before COVID-19 the maximum number of available dates was reserved and reservations had to be made at a minimum of 1.5 months in advance. My clients, however, contact me with inquiries about the organisation of birthday parties with the rental of inflatable objects (inflators) for children. The support provided would help me buy inflatable objects needed to execute orders or replace equipment in the premises for a more modern way, so I would attract the attention of more customers and my situation would improve significantly. This would also allow me to maintain my current employee and possibly in the future also increase the number of people I employ. Thanks to the support provided, I could maintain my activity and the employed worker and further develop it. An additional idea to stay in the current situation is to extend the offer of tea and coffee for the caregivers of children who would be in the room at that time. This would allow you to combine a playground for children and a cafe for adults and teenagers and such places in my city are missing.
Environmental Factors That Impact the Eating Behaviors of Low-income African American Adolescents in Baltimore City

To understand environmental factors influencing the food-related habits of low-income urban African American adolescents.Qualitative research was conducted between February and April, 2010, using in-depth interviews, focus groups, and direct observation.The study was conducted in low-income, predominantly African American neighborhoods of Baltimore City.A total of 20 adolescents were interviewed in 18 in-depth interviews (n = 13) and 2 focus groups (n = 7). Participants were recruited from Baltimore City recreation centers and were eligible if they were African American and aged 10-16 years.The food-related habits of low-income, African American, urban adolescents and reported perceptions of their food environments.Interviews were audio recorded, transcribed, coded, and analyzed for emerging themes.Six thematic categories emerged and were organized into 4 environmental contexts: the neighborhood context (accessibility of food and safety of neighborhood), the school context (school food environment), the family context (family health history, role modeling, and monitoring) and the peer context (peer behaviors).Future efforts to reduce the obesity epidemic among low-income African American adolescents should address the social environment of the family; however, positive behavior change may not be sustainable without neighborhood or school food environment modifications.
Effect of Frying-Cooking on Nutritional and Bioactive Compounds of Innovative Ovo-Vegetarian Diets

Vegetarian diets are becoming increasingly popular as meat prices as well as health concerns rise. Many people are cutting down or cutting out meat in favor of a full vegetarian diet. In present study, the applicability of different vegetables for producing ready-to-use and ready-to-eat chickpea-based ovo-vegetarian diets (OVDs) was investigated. Herein, six different vegetables (cauliflower, taro, green zucchini, pea, bean and spinach) were formulated with 25% chickpea and additional edible ingredients to produce ready-to-use OVDs. Subsequently, chemical composition, minerals content, bioactive compounds and antioxidant activity of those OVDs were investigated. However, ready-to-eat OVDs were organoleptically evaluated after frying as common cooking method. Results of composite analysis indicated 67.73% to 73.17%, 23.20% to 37.12%, 1.86% to 2.63%, 7.63% to 9.53%, 9.06% to 9.82% and 39.24% to 55.28% for moisture, crude protein, lipids, ash, fiber, and carbohydrates contents in ready-to-use OVDs, respectively. After frying, lipid content was increased in fried diets which changed the chemical composition and caloric value. Significant differences (p < 0.05) were found between macro- and micro-nutrients content of ready- to-use and ready-to-eat OVDs. The ready-to-use OVDs exhibit appropriate content of ascorbic acid, chlorophylls, carotenoids, flavonoids, and flavonols which basically depends on their ingredients. Frying process dramatically affected the ascorbic acid, chlorophylls, flavonoids, flavonols, and carotenoids contents. High organoleptic acceptability of ready-to-eat OVDs was recorded to confirm theconsumer attractiveness further. In conclusion, the possibility of producing healthy ready-to-eatand ready-to-use OVDs incorporated with common consumed vegetables could provide a promising approach for improving human health and dietary pattern as well as for selecting the optimum processing conditions for innovative OVDs.
The world’s first fully portable hand-held microwave imaging technology scanner

Security measures currently used by security organisations and competent agents, within airports, may be limited, security organisations have been utilising X-ray scanner and, for decades, airport security officials depended on metal detectors to screen travellers for concealed weapons. The technology is safe and simple but has one glaring flaw: it cannot detect non-metal threats, including plastic explosives (The infamous underwear bomber almost exploited that flaw to devastating effect). There are processes and mechanisms that must be followed to ensure the safety and security of people, for example, in case of an abandoned luggage, authorities are forced to bring-in the bomb squad (In average, around 1,600 interventions every year by the bomb squad - 6 times a day at Charles de Gaulle and Orly airports in Paris ), and the area is usually cordoned off by soldiers or border police due to suspicious or unattended luggage. 

Walleye is the world’s first fully portable scanner, battery powered with hand-held microwave imaging technology. Its revolutionary handheld camera can see through luggage, walls, clothing (including coats), packaging, suitcases, shoes, and opaque containers to provide video images of what is inside. Its small, lightweight and inexpensive design makes it a superior solution for imaging the interior of abandoned boxes, and the like for controlled substances, hazardous materials, explosive devices, and other security threats that current scanners can't detect. Walleye’s technology, currently at TRL6 stage, is patented (Patents number: 8593157 – 8451162).

We aim to introduce our technology to security screening and security detection system markets, that are expected to grow from € 3.40 billion (US$ 3.88 billion) in 2017  to € 4.63 billion (US$ 5.30 billion) by 2022. Walleye will pursue a B2B model targeting, mainly, airports.
NONWOVEN WEB OF FIBRES, MEMBRANE AND MASK DERIVED THEREFROM, AND METHODS FOR MANUFACTURING AND CLEANING

The invention relates to a porous and electrostatically charged nonwoven web, suitable for filtering nanoscale and/or submicrometer scale aerosols, comprising a multiplicity of fibres having composition C1, said composition C1 being based on at least one polymer P1, essentially consisting of repeating units derived from vinylidene fluoride (VDF) and vinylidene trifluoride (TrFE), the molar proportion of the units derived from TrFE being 18% to 28% relative to the total number of moles of the units derived from VDF and TrFE. The invention also relates to a method for producing the web, to a membrane comprising the web and to a method for washing/sterilizing the web or membrane.
Fall detection for elderly by using an intelligent cane robot based on center of pressure (COP) stability theory

An intelligent cane robot was designed for aiding the elderly and handicapped people walking. The robot consists of a stick, a group of sensors and an omni-directional basis driven by three Swedish wheels. Multiple sensors were used to recognize the user's “walking intention”, which is quantitatively described by a new concept called intentional direction (ITD). Based on the guidance of filtered ITD, a novel intention-based admittance motion control (IBAC) scheme was proposed for the cane robot. To detect the fall of user, a detection method based on Dubois possibility theory was proposed using the combined sensor information from force sensors, a laser ranger finder (LRF) and an on-shoe load sensor. The human fall model was represented in a two-dimensional space, where the relative position between the center of pressure (COP) and the center of support triangle was utilized as a significant feature. The effectiveness of proposed fall detection method was also confirmed by experiments.
Feasibility study for fleximodo – smart iot sensors with software for parking management

Outdated parking management leads to a range of economic, environmental and infrastructural inefficiencies which affect the quality of life in cities. Adoption of smart parking solutions can optimize the use of existing infrastructure and resources, leading to a better service for end-users and optimized operational costs for parking providers. However, existing solutions have limitations that range from inaccurate measurements, weak battery life, sustainability (lack of control of deployed infrastructure) and its reliance on expensive proprietary protocols with no chance for massive deployment that is possible via cutting edge LPWAN of existing cellular networks with nationwide presence.

Furthermore, the smart parking market is growing fast: European market is expected to grow by 9.6% CAGR during 2018-2024, the North American will grow by 18,4% CAGR in the next 3 years. Therefore, GOSPACE utilized its expertise in space research and IoT-networks to develop Fleximodo, a superior IoT parking solution. As a result, compared to competitors, Fleximodo is the only solution with manufacturing and connectivity standards (LPWAN) expected from components used for space satellites. Its detection technology relies on 3-axis magnetic field and unique corrective algorithm detecting occupancy with a nearly 100% success rate. GOSPACE parking detectors are compatible with all major IoT networks and provide seamless firmware updating. The authorization and authentication features, applicable in multiple use-cases, further position GOSPACE to fill the gap in the on-street smart parking market. 

Lastly, each detector is shielded in a special case which is extremely durable & resistant to any violation and extreme conditions.The main objectives of Phase 1 of SME Instrument are to develop an elaborate feasibility study including through user needs analysis, a pilot test, partner strategy, and an elaborate business plan, which are crucial for Fleximodo’s successful commercialization.
Cable duct

The invention relates to a cable duct consisting of an elongated trough-shaped part whose side walls are subdivided into upwardly projecting tongues by means of vertical slots which are arranged at intervals from one another and extend from the upper rim in the direction towards the bottom. The cable duct is to be configured in such a way that it is possible to guide optical cables in and out at virtually any arbitrary point without falling below a prescribed minimum bending radius. It is proposed for this purpose that at at least one side wall there is arranged a cable outlet part having two side walls, which are essentially bent outwards beyond the vertical to run towards one another, and having a third side wall, which is bent off downwards away from the unslotted region of the side walls at the bottom of the cable duct.
IMIDAZOYL UREA POLYMERS AND THEIR USE IN METAL OR METAL ALLOY PLATING BATH COMPOSITIONS

The present invention relates to imidazoyl urea polymers and their use in aqueous acidic plating baths for metal or metal alloy deposition such as electrolytic deposition of copper or alloys thereof in the manufacture of printed circuit boards, IC substrates, semiconducting and glass devices for electronic applications. The plating bath according to the present invention comprises at least one source of metal ions and an imidazoyl urea polymer. The plating bath is particularly useful for filling recessed structures and build-up of pillar bump structures.