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This thesis explored the application of pre-trained transformer models in detecting suicidal ideation in social media posts. We leveraged social media data from platforms like Reddit and Twitter and applied a robust hyperparameter random search strategy to fine-tune and evaluate existing transformer models. Despite noise in the fine-tuning data, the models demonstrated high performance in identify

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Context: We present an kinematical analysis of 90 F and G type dwarf, turn-off, and subgiant stars in the Galactic bulge. These stars were observed with high-resolution spectrographs during gravitational microlensing events This allowed for their ages, abundances, and radial velocities to be ascertained while they were significantly brighter. Plotting these stars as [C/O] vs [O/H], it is revealed

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Increasing cross-border interaction in the border regions combined with the largely state-centric legislative processes of the nation states, have unfolded a demand for border regional actors to attempt to influence the state level to change legislation, as barriers are identified for individuals and companies. Adapting a border regional perspective, the actors and organisational methods to remove

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Syftet med uppsatsen har främst varit att undersöka hur svensklärare för år 9 motiverar litteraturläsning för sina elever samt att studera var produktionen av legitimeringsgrunderna för litteraturläsning finns. Undersökningen visar att flera forskare ställer sig kritiska till att attribuera litteraturläsningen en självklar nytta. Tre av de fyra tillfrågade lärarna i undersökningen anser dock att d

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This thesis addresses the problem of horizontal incoherence between the first and second pillar of the European Union in its external relations. Horizontal coherence is an important concept for the European Union's legitimacy and strength. Internally, coherence is essential for the Union's democratic legitimacy, as democratic influx comes from the Council. Externally, to the extent incoher

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Shared e-scooters are sometimes presented as a sustainable mobility option, but their environmental impact depends on their utilization. When utilization is low, idle e-scooters increase operational costs and decrease overall energy efficiency. This thesis explores whether neighborhood-level built environment and socio-demographic characteristics influence the usage efficiency of shared e-scooters

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The textile industry, dominated by fast fashion, has caused significant environmental and social harm. Its complex global long supply chains, spanning multiple countries and production steps, increases the challenges related to traceability, transparency, and accountability. To address these issues, the European Union has introduced the Ecodesign for Sustainable Products Regulation (ESPR), which w

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This master thesis investigates the legal foundations for training of artificial intelligence (AI) models using personal data, with an emphasis on compliance with the European Union’s General Data Protection Regulation (GDPR). The core issue addressed is the lack of clear legal basis for AI training processes that involve the collection and use of personal data (gathered directly or indirectly thr

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I denna uppsats har en rättsdogmatisk metod använts för att undersöka under vilka förutsättningar en enskild, under åberopande av nöd, kan avvärja fara mot ett allmänt intresse. Nödrätten har utvecklats från att enbart ha skyddat individen själv och dennes egendom, till att idag också ge skydd åt allmänna intressen. Enligt förarbetena ska en nödrätt för att avvärja fara mot allmänna intressen endaIn this paper a dogmatic approach has been used in examining the conditions for an individual to protect a public interest under the state of necessity in the Swedish Criminal Code. The state of necessity has evolved from solely protecting the individual and their property to also providing protection for public interests. According to the legislative history, a state of necessity to avert danger

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The growing use of economic sanctions as a foreign policy tool has intensi-fied legal and political tensions in the international trade system. This trend has been particularly pronounced following the expansion of the United States’ (U.S.) secondary sanctions with extraterritorial reach, and in response to major geopolitical events, including the U.S. withdrawal from the Joint Comprehensive Plan

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Elektroniska hälsodata produceras, insamlas och används idag av ett stort antal olika typer av aktörer inom EU. Tillgången till och delningen av denna elektroniska hälsodata anses utgöra ett led i att såväl förbättra hälso- och sjukvården inom unionen som för främjandet av exempelvis innovation och forskning. För att kunna förverkliga den fulla potential denna elektroniska hälsodata innehar inrättElectronic health data are currently produced, collected and used by a wide range of actors within the European Union. Access to and sharing of such data are regarded as instrumental in both improving healthcare within the Union and in promoting, inter alia, innovation and research. In early 2025, through the European Health Data Space Regulation, a framework governing the use and exchange of such

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Ett stort antal barn i Sverige uppger att de utsätts för våld eller andra övergrepp i sitt eget hem. Detta trots att principen om barnets bästa utgör en viktig grundläggande princip och ska vara avgörande i alla frågor om vårdnad, boende och umgänge. Vad som rent faktiskt utgör barnets bästa framkommer inte uttryckligen av lagtexten, utan ska bedömas utifrån varje barns enskilda situation. LagtextA significant number of children in Sweden are reporting that they are subjected to violence or other forms of abuse in their own homes. This is despite the fact that the principle of the best interests of the child constitutes an important fundamental principle and is intended to be decisive in all matters concerning custody, residence, and contact. What constitutes the best interests of the chil

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Bakgrund: Venpunktion är en av de vanligaste, mest rädslofyllda procedurerna i barnsjukvården, där upp till 87% av barn upplever svår rädsla. Smärta och rädsla är starkt korrelerade, och icke-farmakologiska metoder är betydelsefulla då farmakologiska metoder sällan är tillräckliga. Syfte: Syftet med denna systematiska litteraturstudie var att översiktligt analysera aktuell forskning gällande effek

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Artikel 101 i fördraget om Europeiska unionens funktionssätt (FEUF) gäller för företag och förbjuder företag att ingå avtal som potentiellt kan påverka konkurrensen på marknaden. Konkurrensen på marknaden i Europeiska unionen (EU) är ett mål som EU strävar efter att upprätthålla och skydda. Detta är främst för att upprätthålla en marknad som är rättvis för kunderna, men också för att samhället skaArticle 101 of the Treaty on the Functioning of the European Union (TFEU) applies to undertakings and prohibits undertakings to enter into an agreement that could potentially affect the competition on the market. The competition on the market in the European Union (EU) is an objective that the EU aims to maintain and protect. This is mainly to maintain a market that is fair for the customers but a

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This study aims to analyze the representation of social services on TikTok. The representations included experiences and opinions about Swedish social services and how TikTok is used to reach out with descriptions of the social services. The purpose of this study is also to analyse how users' way of presenting themselves can be interpreted from a gender perspective. In this study, we used them

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Article 17(1) of the Market Abuse Regulation (MAR) mandates that an issuer shall publicly disclose “inside information” which directly concerns the issuer as soon as possible, with the concept of “inside information” defined in art. 7 of MAR. This obligation is often referred to as the ad hoc disclosure requirement and it‘s perhaps the most crucial obligation issuers have to comply with when their

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Based on the geopolitical situation in Europe and the European Union's (EU) initiative for further cooperation with its eastern neighborhood, this thesis analyzes the strategic interests behind the bilateral development aid allocation of the EU member states. The purpose is to, with a focus on aid directed to the Eastern Partnership states, provide the academic foreign aid field with a regiona