Digital Commons Network^™

Winter Solstice Phenomenon At Newgrange: Research Report 2024, Frank Prendergast

Articles

This report, commissioned by the National Monuments Service presents a comprehensive analysis of the high-resolution photographic and video recordings of the solar illumination inside the burial chamber at Newgrange passage tomb, located within the UNESCO World Heritage Site of Brú na Bóinne – Archaeological Ensemble of the Bend of the Boyne.

Human Capital Disclosure & Corporate Governance: The New Evidence, George S. Georgiev

Articles

This Article explores the evolution of human capital disclosure-firm-supplied information about various workforce-related matters-as a factor in contemporary corporate governance. Regulatory and nonregulatory developments from recent years have upended longstanding practices and generated extensive new evidence. Most notably, the Securities and Exchange Commission (SEC) adopted a human capital management ("HCM") disclosure mandate in 2020, which, though long overdue, was criticized from the outset for its modest scope and lax design. In the meantime, courts have taken a renewed interest in board of directors' oversight responsibilities in a number of areas, including HCM, while labor's power has unexpectedly increased in some …

Next Steps In Online Courts: Accelerating Access To Justice Through Court Technology, J.J. Prescott

Articles

For more than a decade, state courts have been expanding access to justice by adopting online dispute resolution (ODR) platforms and other outward-facing communication technologies. At a deep level, these reforms aim at improving society by bolstering the rule of law. At a surface level, these innovations recognize that the justice system works better when courts and law are easier and less costly to understand and use. In important respects, these efforts have been a success. The accessibility of many state courts is considerably more robust today than it was ten years ago, at least for small-stakes cases, like traffic …

Exploring The Characteristics Of Conversational Agents In Chronic Disease Management Interventions: A Scoping Review, Ekaterina Uetova, Lucy Hederman, Robert Ross, Dympna O’Sullivan

Articles

Objective

With the increasing global burden of chronic diseases, there is the potential for conversational agents (CAs) to assist people in actively managing their conditions. This paper reviews different types of CAs used for chronic condition management, delving into their characteristics and the chosen study designs. This paper also discusses the potential of these CAs to enhance the health and well-being of people with chronic conditions.

Methods

A search was performed in February 2023 on PubMed, ACM Digital Library, Scopus, and IEEE Xplore. Studies were included if they focused on chronic disease management or prevention and if systems were evaluated …

Tossing Sand In The Regulatory Gears: Hurdles To Policy Progress In The Supreme Court, Nina A. Mendelson

Articles

In the last few years, the Supreme Court has been a source of seismic change. In Dobbs v. Jackson Women’s Health Organization, the Court overruled Roe v. Wade, which had protected the right to abortion for nearly fifty years. In Loper Bright Enterprises v. Raimondo, the Court abandoned so-called Chevron deference to particular categories of administrative agency interpretations, a doctrine viewed as bedrock for over forty years. Humphrey’s Executor v. United States, the 1935 ruling validating independent multi-member commissions such as the Federal Trade Commission, Securities and Exchange Commission, and Federal Communications Commission, may soon join the others on the …

A Fresh Look At Judicial Remedies In Eu Equality Law And Beyond: The Untapped Possibility Of Structural Injunctions., Daniel H. Halberstam, Sina Van Den Bogaert

Articles

This article proposes a shift in thinking about judicial remedies (or “sanctions”), from anti-discrimination law to equal pay and beyond.We suggest the currently preferred remedies – one-off declarations, compensation, fines, and simple orders to obey the law – may be insufficient when confronting a recalcitrant institution, complex violations, and broad, ongoing harm. In such cases, we suggest considering a remedy long overlooked in Europe: a “structural injunction”, i.e. ordering changes to an offending organization’s structure, processes, or rules. We argue that under certain circumstances, an injunction, including a structural injunction, may be appropriate or required under EU law to remedy …

The Origins Of The Major Questions Doctrine, Rachel Rothschild

Articles

In a series of recent cases, the Supreme Court has invoked the newly named “major questions doctrine” to strike down agency regulations that protect public health and the environment. Several Justices have argued that while the name “major questions” may be new, these decisions are simply the latest iteration in a longstanding effort of the courts to curtail the explosive growth of the administrative state since 1970. The first paradigmatic example of this line of cases is the 1980 “Benzene” case, in which the Supreme Court set aside the Occupational Safety and Health Administration (OSHA)’s new workplace standards for the …

Comparing The Roles Of Secondary Schools And Universities In The Formation Of British Cabinet Ministers1922-2022, John William Hogan, Sharon Feeney

Articles

The role played by the education system in the creation and reproduction of governing elites, and its countervailing potential to create a more meritocratic and egalitarian society, has been a topic of enduring concern. However, these debates have been rendered opaque by an inability to directly compare elite formation systems both within and between countries. To resolve this problem, we employ elite formation quantitative indices to compare the roles of the secondary school and higher education systems, of the United Kingdom of Great Britain and Northern Ireland, in the formation of its political elite – cabinet ministers – between 1922–2022. …

Unprincipled All The Way Down, Wilfred U. Codrington Iii

Articles

In 2006, the Supreme Court issued an emergency stay order in Purcell v. Gonzalez. Sparing in words and inattentive to the realities on the ground, the opinion nevertheless made a reasonable and understandable assertion: prior to issuing relief, courts presiding over elections should take into account any harms that judicial orders might cause, particularly in the lead-up to voting, alongside other considerations unique to elections. The statement was general enough to mollify the masses in the short-term. But over the long haul, it has proven to be a vehicle through which important election decisions might be made in less than …

Free Speech Originalism: Unconstraining In Theory And Opportunistic In Practice, Caroline Mala Corbin

Articles

Courts should not apply originalism in freedom of expression cases. Originalists claim that originalism prevents judges from imposing their own views. It does not-not in theory and not in practice. Instead, as the treatment of hate speech bans suggests, it is not principles but outcomes that determine whether and which version of originalism is used. Moreover, a true originalist First Amendment would likely lead to impoverished free speech protections.

Part I provides background on original public meaning originalism, the iteration of originalism currently favored by scholars. It also explains how the theory falls short of its original promise of limiting …

Achille Mbembe, "Brutalism", Atreyee Majumder

Articles

Book Review: Achille Mbembe, Brutalism (Duke University Press 2024)

Gpt Assisted Annotation Of Rhetorical And Linguistic Features For Interpretable Propaganda Technique Detection In News Text., Kyle Hamilton, Bojan Bozic, Luca Longo

Articles

While the use of machine learning for the detection of propaganda techniques in text has garnered considerable attention, most approaches focus on "black-box'' solutions with opaque inner workings. Interpretable approaches provide a solution, however, they depend on careful feature engineering and costly expert annotated data. Additionally, language features specific to propagandistic text are generally the focus of rhetoricians or linguists, and there is no data set labeled with such features suitable for machine learning. This study codifies 22 rhetorical and linguistic features identified in literature related to the language of persuasion for the purpose of annotating an existing data set …

Generative Interpretation, Yonathan A. Arbel, David A. Hoffman

Articles

We introduce generative interpretation, a new approach to estimating contractual meaning using large language models. As AI triumphalism is the order of the day, we proceed by way of grounded case studies, each illustrating the capabilities of these novel tools in distinct ways. Taking well-known contracts opinions, and sourcing the actual agreements that they adjudicated, we show that AI models can help factfinders ascertain ordinary meaning in context, quantify ambiguity, and fill gaps in parties' agreements. We also illustrate how models can calculate the probative value of individual pieces of extrinsic evidence.

After offering best practices for the use of …

Generative Interpretation, Yonathan Arbel, David A. Hoffman

Articles

We introduce generative interpretation, a new approach to estimating contractual meaning using large language models. As AI triumphalism is the order of the day, we proceed by way of grounded case studies, each illustrating the capabilities of these novel tools in distinct ways. Taking well-known contracts opinions, and sourcing the actual agreements that they adjudicated, we show that AI models can help factfinders ascertain ordinary meaning in context, quantify ambiguity, and fill gaps in parties' agreements. We also illustrate how models can calculate the probative value of individual pieces of extrinsic evidence.

After offering best practices for the use of …

Inclusive Counterfactual Generation: Leveraging Llms In Identifying Online Hate, M. Atif Qureshi, Arjumand Younus, Simon Caton

Articles

Counterfactually augmented data has recently been proposed as a successful solution for socially situated NLP tasks such as hate speech detection. The chief component within the existing counterfactual data augmentation pipeline, however, involves manually flipping labels and making minimal content edits to training data. In a hate speech context, these forms of editing have been shown to still retain offensive hate speech content. Inspired by the recent success of large language models (LLMs), especially the development of ChatGPT, which have demonstrated improved language comprehension abilities, we propose an inclusivity-oriented approach to automatically generate counterfactually augmented data using LLMs. We show …

Tailwiz: Empowering Domain Experts With Easy-To-Use, Task-Specific Natural Language Processing Models, Austin Peters, Tim Daj, Jonah Gelbach, David Freeman, Daniel Khang

Articles

Experts outside the field of machine learning (ML) are interested in using ML techniques to analyze their textual data, but they are inhibited by a lack of convenient natural language processing (NLP) tools. To address this issue, we present tailwiz, an easy-to-use Python tool, powered by supervised fine-tuning of NLP models. tailwiz caters to domain experts by abstracting away technical ML knowledge and running conveniently on personal computers, the preferred mode of computation among domain experts. We show that tailwiz outperforms domain experts’ current textual analysis techniques on a majority of real-world tasks, up to a 384.8% F1 increase (46.18% …

Falsely Shouting Fire, Genevieve Lakier, Evelyn Douek

Articles

Research on legal diffusion typically focuses on laws’ initial adoption and ignores their later evolution. We develop a typology of three subsequent diffusion patterns: convergence, when countries revise laws to move closer to leading regulators; customization, when countries revise laws to move away from leading regulators; and stagnation, when countries cease legislating, leaving initially adopted laws in place. We then propose a general theory suggesting that economic size and geographic distance from leading regulators predict which of the three patterns countries follow. We explore this theory with case studies on the dynamic diffusion of antitrust laws in Russia, Colombia, and …

Dynamic Diffusion, Adam Chilton, Anu Bradford, Katerina Linos

Articles

Research on legal diffusion typically focuses on laws’ initial adoption and ignores their later evolution. We develop a typology of three subsequent diffusion patterns: convergence, when countries revise laws to move closer to leading regulators; customization, when countries revise laws to move away from leading regulators; and stagnation, when countries cease legislating, leaving initially adopted laws in place. We then propose a general theory suggesting that economic size and geographic distance from leading regulators predict which of the three patterns countries follow. We explore this theory with case studies on the dynamic diffusion of antitrust laws in Russia, Colombia, and …

Competition And Congestion In Trademark Law, Jonathan Masur, Christopher Buccafusco, Mark Mckenna

Articles

No abstract provided.

The Belfast/Good Friday Agreement And Transformative Change: Promise, Power And Solidarity, Fionnuala Ní Aoláin

Articles

In 2023 the 1998 Belfast/Good Friday Agreement marks its twenty-fifth anniversary. For many the Agreement projects a global image of a successfully concluded end to conflict. However, key aspects of the agreement remain under-enforced or simply undelivered: in particular, provisions related to significant and wide-ranging guarantees addressing human rights and equality of opportunity. As a result, socio-economic and cultural deficits persist, undermining the capacity to achieve a ‘positive peace’. In this article we address the question of how transformative the Agreement and associated reforms have been in addressing the root causes of the conflict and the structures that underpinned it. …

Importance And Interpretive Questions, Ilan Wurman

Articles

In its October 2021 Term, the Supreme Court formalized what it calls the major questions doctrine. The doctrine, as currently formulated, appears to require a clear and specific statement from Congress if Congress intends to delegate questions of major political or economic significance to agencies. The doctrine has been almost universally assailed on the right by scholars who argue that the doctrine is inconsistent with textualism and on the left by those who claim it is a recently invented, functionalist tool devised to reach antiadministrativist results. One can explain at least some of the cases, however, in a way that …

Ot '22 And The Path Of Administrative Law, Ilan Wurman

Articles

This symposium piece reflects on the Supreme Court’s October 2022 term and what it reveals for the direction of administrative law. It argues first that the nondelegation doctrine is dead but not for the reason functionalists have been arguing for so long. It is dead rather because the causes of its revival have been effectively removed. Nondelegation concerns are most felt when there is significant executive unilateralism; in the past such unilateralism was encouraged by the Chevron doctrine, which allows the executive branch to interpret statutes creatively and, so long as those interpretations are plausible, requires courts to defer to …

Legal Endearment: An Unmarked Barrier To Transforming Policing, Public Safety, And Security, Emmanuel Mauleón

Articles

The problems of racialized policing have come into renewed focus over the past decade. The advent of viral bystander videos has not only forced a popular confrontation with moments of both routine and extraordinary policing violence but also sparked protests, uprisings, and grassroots movements to challenge current practices in policing and determine what must be done to transform it. And yet, even after the mobilization of one of the largest racial justice movements in American history, transformative change remains elusive. This Article offers an answer to this puzzle by foregrounding White people’s collective relationship with policing and describing how this …

Returning Individual Research Results From Digital Phenotyping In Psychiatry, Francis X. Shen, Matthew L. Baum, Nicole Martinez-Martin, Adam S. Miner, Melissa Abraham, Catherine A. Brownstein, Nathan Cortez, Barbara J. Evans, Laura T. Germine, David C. Grady, Ingrid A. Holm, Elisa A. Hurley, Sara Kimble, Gabriel Lazaro-Munoz, Kimberlyn Leary, Mason Marks, Patrick J. Monette, Jukka-Pekka Onnela, P. Pearl O'Rourke, Scott L. Rauch, Carmel Shachar, Srijan Sen, Ipsit Vahia, Jason L. Vassy, Justin T. Baker, Barbara E. Bierer, Benjamin C. Silverman

Articles

Psychiatry is rapidly adopting digital phenotyping and artificial intelligence/machine learning tools to study mental illness based on tracking participants’ locations, online activity, phone and text message usage, heart rate, sleep, physical activity, and more. Existing ethical frame-works for return of individual research results (IRRs) are inadequate to guide researchers for when, if, and how to return this unprecedented number of potentially sensitive results about each participant’s real-world behavior. To address this gap, we convened an interdisciplinary expert working group, supported by a National Institute of Mental Health grant. Building on established guidelines and the emerging norm of returning results in …

Reconciling Riverside Bayview Homes, Sackett, And County Of Maui, Stephen Johnson

Articles

Near the end of the 2022 term, the Supreme Court issued its decision in Sackett v. EPA. The case has been described as "the most important Clean Water Act case the Court has ever decided, and ... probably ... one of the most impactful environmental decisions in the Court's history."  For the fourth time, the Court interpreted the meaning of the term "navigable waters" in the Clean Water Act (CWA), and the Sackett Court narrowed the interpretation of the term in a manner that critics claim will eliminate federal protection for more than 50% of the wetlands in the United …

Shadows Or Forgeries? Explaining Legal Normativity, Alma Diamond

Articles

No abstract provided.

Are They All Textualists Now?, Austin Peters

Articles

Recent developments at the U.S. Supreme Court have rekindled debates over textualism. Missing from the conversation is a discussion of the courts that decide the vast majority of statutory interpretation cases in the United States—state courts. This Article uses supervised machine learning to conduct the first-ever empirical study of the statutory interpretation methods used by state supreme courts. In total, this study analyzes over 44,000 opinions from all fifty states from 1980 to 2019.

This Article establishes several key descriptive findings. First, since the 1980s, textualism has risen rapidly in state supreme court opinions. Second, this rise is primarily attributable …

The Natural Law Origins Of Private And Public Law, Richard Epstein

Articles

This article attempts to counter the widespread skepticism that surrounds any appeal to natural law principles, starting with Roman law at one end and the appeal to general law under Swift v. Tyson on the other. It steers a systematic middle course between moral absolutism, which treats all relationships as fixed and immutable, and modern realist positions that insist the infinite variety of legal approaches to most legal problems proves that there is no solid core to either natural law or general law. The natural law positions set out the basic relationships for marriage and family, for alluvion and avulsion …

The Trouble With Classifications, Aziz Huq

Articles

The Supreme Court relies increasingly on anticlassification rules to implement the Constitution’s various commands of evenhanded state treatment. These rules direct attention to whether an instance of a forbidden classification is present on the face of a challenged law. They contain two necessary steps. First, a court defines a general category of impermissible terms. Second, a court ascertains whether an instance of the category is found in enacted text—so triggering the familiar strict scrutiny analysis. So defined, anticlassification rules now dominate equal protection, free speech, “dormant” Commerce Clause, and even free exercise jurisprudence. The Roberts Court celebrates these doctrinal tests …

The Fourteenth Amendment And The Vénus Noire, Farah Peterson

Articles

No abstract provided.