Digital Commons Network^™

Artificial Intelligence & Machine Learning: A Model For A New Judicial System?, Paula C. Arias

Articles

Artificial Intelligence and Machine Learning are a result not only of technological advances but also of the exploitation of information or data, which has led to its expansion into almost all aspects of modern life, including law and its practice. Due to the benefits of these technologies, such as efficiency, objectivity, and transparency, the trend is towards the integration of Artificial Intelligence and Machine Learning in the judicial system. Integration that is advocated at all levels and, today, has been achieved mostly under the implementation of tools to assist the exercise of the judiciary. The «success» of this integration has …

Olmstead V. L.C.: The Supreme Court Case, Samuel R. Bagenstos, Irv Gornstein, Michael Gottesman, Jennifer Mathis

Articles

You have an incredible luxury here at Georgetown Law. You have faculty who are engaged in the world like two of my colleagues on this panel. To my immediate left is Professor Michael Gottesman (Georgetown University Law Center) who argued the case on behalf of Lois and Elaine, and to my next far left, Professor Irv Gornstein (Georgetown University Law Center) who argued the case on behalf of the United States. Between them is Jennifer Mathis (The Bazelon Center for Mental Health Law) who has spent, I think, most of her career at the Bazelon Center litigating, and organizing, and …

Designing And Enforcing Preliminary Agreements, Albert H. Choi, George Triantis

Articles

Preliminary agreements—variously labeled as memoranda of understanding, letters of intent, term sheets, commitment letters, or agreements in principle—are common in complex business transactions. They document an incomplete set of terms that the parties have agreed upon, while anticipating further negotiation of the remaining provisions. They often create legal obligations, particularly a duty to negotiate in good faith. This duty has been the subject of a substantial number of judicial opinions over the past few decades and yet continues to be regarded as a confusing and unpredictable issue in contract law. Legal scholarship is hamstrung in its analysis of the case …

Can Ethanol Affect The Cell Structure - A Dynamic Molecular And Raman Spectroscopy Study, Luis Felipe Carvalho, Laurita Dos Santos, Kate O'Callaghan, Franck Bonnier, Steven Flint, Fiona Lyng, Hugh Byrne

Articles

The role that tobacco consumption plays in the etiology of oral cancer carcinogenesis, and of alcohol consumption acting as a co-factor, have been well established. However, in recent years, the contribution of alcohol consumption alone to oral cancer has been proposed. In fact, a high percentage of patients who develop oral cancer have both habits (tobacco and alcohol consumption), and other small patient groups only consume alcohol or do not have any other identifiable bad habits. In the present study, we demonstrate for the first time, using a combination of dynamic molecular modelling and Raman spectroscopy, that ethanol has a …

The New Qui Tam: A Model For The Enforcement Of Group Rights In A Hostile Era, Myriam E. Gilles, Gary Friedman

Articles

The present Administration has made clear it has no interest in enforcing statutes designed to protect workers, consumers, voters, and others. And, as we have chronicled in prior work, the ability of private litigants to enforce these laws has been undercut by developments in the case law concerning class actions—particularly class-banning arbitration clauses. As these critical enforcement methods recede, will alternative methods of prosecuting claims arise? How might they work? Are they politically and fiscally sustainable? We focus here on a promising approach just now coming into view: qui tam legislation authorizing private citizens to bring representative claims on behalf …

Unidosus’S Avanzando Through College Latino Student Support Program Expands Its Nationwide Reach, Leticia Hart

Articles

First Paragraph:

In 2016, people identifying as Hispanic or Latino became the largest ethnic minority in the United States. This milestone coincided with others for Hispanic students. That same year, data from the National Center for Education Statistic’s 2018 Compendium Report noted that 89% of Latinos aged 18-24 earned a high school diploma or an alternative credential, and Pew Research Data shows Hispanic college enrollment rates at 47%—up 8 % over the last 15 years—and that 22% of Latinos aged 25 to 29 had earned a college degree.

Smart Routing: Towards Proactive Fault Handling Of Software-Defined Networks, Ali Malik, Benjamin Aziz, Mo Adda, Chih-Heng Ke

Articles

In recent years, the emerging paradigm of software-defined networking has become a hot and thriving topic in both the industrial and academic sectors. Software-defined networking offers numerous benefits against legacy networking systems by simplifying the process of network management through reducing the cost of network configurations. Currently, data plane fault management is limited to two mechanisms: proactive and reactive. These fault management and recovery techniques are activated only after a failure occurrence and hence packet loss is highly likely to occur. This is due to convergence time where new network paths will need to be allocated in order to …

Using Concept Mapping Methods To Define "Healthy Aging" In Anchorage, Alaska., Britteny M. Howell, Mariah Seater, Daniel Mclinden

Articles

No abstract provided.

In Their Shoes: A Structured Analysis Of Job Demands, Resources, Work Experiences, And Platform Commitment Of Crowdworkers In China, Yihong Wang, Konstantinos Papangelis, Ioanna Lykourentzou, Hai-Ning Liang, Irwyn Sadien, Evangelia Demerouti, Vassilis-Javed Khan

Articles

Despite the growing interest in crowdsourcing, this new labor model has recently received severe criticism. The most important point of this criticism is that crowdworkers are often underpaid and overworked. This severely affects job satisfaction and productivity. Although there is a growing body of evidence exploring the work experiences of crowdworkers in various countries, there have been a very limited number of studies to the best of our knowledge exploring the work experiences of Chinese crowdworkers. In this paper we aim to address this gap. Based on a framework of well-established approaches, namely the Job Demands-Resources model, the Work Design …

Femagogical Strategies In The Art School: Navigating The Institution, Barbara Knezevic, Amy Walsh

Articles

This writing aims to define and examine ‘femagogy’ and the transformative potential for an inclusive intersectional feminist teaching practice in Fine Art education in the context of the contemporary Irish art school. This writing will trace the influence of linguistic power structures and the influence of broader institutional patriarchy in an educational setting and outline the inspirations and genealogies of femagogy. This writing provides situated embodied examples of femagogy in practice. It proposes the femagogical model of teaching as one that situates itself outside prevailing patriarchal models and proposes strategies to reimagine knowledge production and navigate the prevailing structural patriarchy …

Women Mps From Northern Ireland: Challenges And Contributions, 1953–2020., Yvonne Galligan

Articles

This article investigates women’s representation as Northern Ireland (NI) MPs in the House of Commons since 1953. The central argument of the study is that the political and cultural positions dominant at the formation of NI in the early 20th century reverberate through the generations and continue to inform women’s political under-representation today. The article provides an historical context for women’s political and public participation from the 1950s, highlighting the gendered political culture in which this engagement took place. It examines the additional freezing effect of the ethno-national conflict on women’s civic and political involvement from the 1970s–1990s. In terms …

The 2020 General Election : A Gender Analysis, Yvonne Galligan, Fiona Buckley

Articles

The February 2020 general election will be remembered as the “change” election, when the two dominant parties of Irish politics, Fianna Fáil and Fine Gael, trailed behind Sinn Féin in voters' preferences for the first time. However, for the gender balance of Irish politics, much remained unchanged. While the number of women elected to Dáil Éireann increased by one, this marginal growth since the 2016 general election was deemed a disappointment by analysts and advocates alike. A review of candidacy reveals that Fianna Fáil and Fine Gael lag behind other parties in terms of the proportion of women selected and …

Delivering Gender Justice In Academia Through Gender Equality Plans? Normative And Practical Challenges, Sara Clavero, Yvonne Galligan

Articles

This paper employs the concept of epistemic justice to examine the potential for gender equality plans (GEPs) to bring about sustainable transformative change towardsgender equality in higher education. Mindful of both the limitationsand opportunitiesof gender policy interventions,the paper highlights the importance of approaching gender inequality as a problem of justice and power rather than asan issueof “loss of talent.”The paper drawson Fricker's account of epistemic justice as well ason Bourdieu's analysis of power in the academic field, to evaluate seven GEPs in European universities for their potential to transform gender–power relations in academia.

Analysing Gender And Institutional Change In Academia: Evaluating The Utility Of Feminist Institutionalist Approaches, Sara Clavero, Yvonne Galligan

Articles

This article explores research on gender and institutions for the purposes of informing analytical frameworks for research on institutional change with regard to gender equality in higher education. Drawing on feminist institutionalist studies that explore the relationship between gender, institutions and institutional continuity and change, the aim is to evaluate how this body of scholarship can be adapted to an analysis of the dynamics of gender equality plan implementation in universities.

Opening The Black Box Of Artificial Intelligence For Clinical Decision Support: A Study Predicting Stroke Outcome, Esra Zihni, Vince Istan Madai, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

Articles

State-of-the-art machine learning (ML) artificial intelligence methods are increasingly leveraged in clinical predictive modeling to provide clinical decision support systems to physicians. Modern ML approaches such as artificial neural networks (ANNs) and tree boosting often perform better than more traditional methods like logistic regression. On the other hand, these modern methods yield a limited understanding of the resulting predictions. However, in the medical domain, understanding of applied models is essential, in particular, when informing clinical decision support. Thus, in recent years, interpretability methods for modern ML methods have emerged to potentially allow explainable predictions paired with high performance. To our …

A Conceptual Framework For Digital Civics Pedagogy Informed By The Philosophy Of Information, Estelle Clements

Articles

Purpose – The purpose of this paper is to draw on the philosophy of information, specifically the work of Luciano Floridi, to argue that digital civics must fully comprehend the implications of the digital environment, and consequently an informational ontology, to deliver to students an education that will prepare them for full participation as citizens in the infosphere.

Design/methodology/approach – Introducing this philosophy for use in education, the research discusses the ethical implications of ontological change in the digital age; informational organisms and their interconnectivity; and concepts of agency, both organic and artificial in digitally mediated civic interactions and civic …

Irish Agricultural Land Sales And Rental Prices, Frank Harrington

Articles

There have been many commentaries on the Irish agricultural land market, but regrettably for those of us interested in it there have been limited reliable data to test our theories. Given the importance of agriculture to the Irish economy and society, it is surprising how little reliable primary data exists about the Irish agricultural land market. To help address this lack of data the Society of Chartered Surveyors Ireland (SCSI) and Teagasc are publishing a 50-year dataset of agricultural land sales and rentals to complement the SCSI member survey data.

Expectations Of Artificial Intelligence And The Performativity Of Ethics: Implications For Communication Governance, Aphra Kerr, Marguerite Barry, John D. Kelleher

Articles

This article draws on the sociology of expectations to examine the construction of expectations of ‘ethical AI’ and considers the implications of these expectations for communication governance. We first analyse a range of public documents to identify the key actors, mechanisms and issues which structure societal expectations around artificial intelligence (AI) and an emerging discourse on ethics. We then explore expectations of AI and ethics through a survey of members of the public. Finally, we discuss the implications of our findings for the role of AI in communication gover- nance. We find that, despite societal expectations that we can design …

Finding Common Ground For Citizen Empowerment In The Smart City, John D. Kelleher, Aphra Kerr

Articles

Corporate smart city initiatives are just one example of the contemporary culture of surveillance. They rely on extensive information gathering systems and Big Data analysis to predict citizen behaviour and optimise city services. In this paper we argue that many smart city and social media technologies result in a paradox whereby digital inclusion for the purposes of service provision also results in marginalisation and disempowerment of citizens. Drawing upon insights garnered from a digital inclusion workshop conducted in the Galapagos islands, we propose that critically and creatively unpacking the computational techniques embedded in data services is needed as a first …

Festivals, Public Space And Cultural Inclusion : Public Policy Insights, Bernadette Quinn, Alba Colombo, Kristina Lindström, David Mcgillivray, Andrew Smith

Articles

This paper investigates if and how cities conceive of festivals staged in outdoor public space as a means of achieving cultural inclusion policy objectives. The inclusion of culture in the UN Sustainable Development Goals (SDGs) creates an imperative for cities to scrutinize their approaches to making their cities inclusive. Festivals offer potential in this regard and this study examines the ways that Barcelona, Dublin, Glasgow, Gothenburg and London incorporate festivals into cultural inclusion policies. It relies on secondary research to critically analyse a range of current policy documents, informed by Ball’s ideas about policy contexts: (a) of influence, (b) of …

Digital Age Of Consent And Age Verification: Can They Protect Children?, Liliana Pasquale, Paola Zippo, Cliona Curley, Brian O'Neill, Marina Mongiello

Articles

Children are increasingly accessing social media content through mobile devices. Existing data protection regulations have focused on defining the digital age of consent, in order to limit collection of children’s personal data by organizations. However, children can easily bypass the mechanisms adopted by apps to verify their age, and thereby be exposed to privacy and safety threats. We conducted a study to identify how the top 10 social and communication apps among underage users apply age limits in their Terms of Use. We also assess the robustness of the mechanisms these apps put in place to verify the age of …

Cultural Linguistics And Treaty Language: A Modernized Approach To Interpreting Treaty Language To Capture The Tribe's Understanding, Barbara Cosens

Articles

Language is a reflection of a thought world. A worldview that has been shaped by place to describe one's identity in space and time does not equate to species relatedness as a default to know one another. In the legal system of the United States, there is acknowledgement of treaties in colonized lands that there are rights granted from the tribes and not to them, and those rights are land-based. Yet, the Indigenous voice is dead before arrival, before it enters the room of science, justice, academe, or otherwise. The exclusion of Indigenous peoples at the table of knowledge and …

Rucho For Minimalists, Benjamin Plener Cover

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No abstract provided.

Leading Through Collaboration: A Tribute To Distinguished Professor Barbara Cosens, Donald L. Burnett Jr.

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No abstract provided.

The Wild Atlantic Way: A Tourism Journey, Kevin A. Griffin, Gerard Dunne

Articles

The Wild Atlantic Way is possibly the most celebrated, high profile tourism initiative to be launched in Ireland in recent years. It consists of a defined touring route along the western seaboard, one of the most scenic, remote, and sensitive stretches of Irish landscape. This paper presents the principal findings from a survey of 341 tourism and hospitality product providers along the Wild Atlantic Way. The main aim of the research was to investigate the perceived impacts (economic, environmental, and socio-cultural) of this new tourism initiative on the local areas through which it passes. The results paint a generally positive …

Negative Curvature Hollow Core Fiber Based All-Fiber Interferometer And Its Sensing Applications To Temperature And Strain, Dejun Liu, Wei Li, Qiang Wu, Haoyu Zhao, Fengzi Ling, Ke Tian, Changyu Shen, Fangfang Wei, Wei Han, Gerald Farrell, Yuliya Semenova, Pengfei Wang

Articles

Negative curvature hollow core fiber (NCHCF) is a promising candidate for sensing applications; however, research on NCHCF based fiber sensors starts only in the recent two years. In this work, an all-fiber interferometer based on an NCHCF structure is proposed for the first time. The interferometer was fabricated by simple fusion splicing of a short section of an NCHCF between two singlemode fibers (SMFs). Both simulation and experimental results show that multiple modes and modal interferences are excited within the NCHCF structure. Periodic transmission dips with high spectral extinction ratio (up to 30 dB) and wide free spectral range (FSR) …

Indigenous Rights And Climate Change: The Influence Of Climate Change On The Quantification Of Reserved Instream Water Rights For American Indian Tribes, Dylan R. Hedden-Nicely

Articles

The people indigenous to the Western portion of the lands now referred to as North America have relied on aquatic species for physical, cultural, and spiritual sustenance for millennia. Such indigenous peoples, referred to in the American legal system as Indian tribes, are entitled to water rights for fish habitat pursuant to the Winters Doctrine, which holds that the federal government impliedly reserved water rights for tribes when reservations were created. Recently, the methodology for quantifying these rights has been the Instream Flow Incremental Methodology (IFIM) and/or one of its major components, the Physical Habitat Simulation Model (PHABSIM). These models …

Leading Through Collaboration: A Tribute To Distinguished Professor Barbara Cosens, Dylan R. Hedden-Nicely

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No abstract provided.

Kidnapping Reconsidered: Courts Merger Tests Inadequately Remedy The Inequities Which Developed From Kidnapping's Sensationalized And Racialized History, Samuel P. Newton

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No abstract provided.

Innovation In A Legal Vacuum: The Uncertain Legal Landscape For Shared Micro-Mobility, David Pimentel

Articles

The last few years have seen an explosion in the number and size shared of micro-mobility systems (“SMMS”) across the United States. Some of these systems have seen extraordinary success and the potential benefit of these systems to communities is considerable. However, SMMS have repeatedly ran into legal barriers that either prevent their implementation entirely, confuse and dissuade potential users, or otherwise limit SMMS’s potential positive impact. This paper reflects a detailed study of state laws relating to SMMS and the platforms commonly used in these systems. The study uncovered many inconsistencies with micro-mobility laws across the country. Currently, many …