Digital Commons Network^™

Disaggregating Longer-Term Trends From Seasonal Variations In Measured Pv System Performance, Chibuisi Chinasaokwu Okorieimoh, Brian Norton, Michael Conlon

Articles

Photovoltaic (PV) systems are widely adopted for renewable energy generation, but their performance is influenced by complex interactions between longer-term trends and seasonal variations. This study aims to remove these factors and provide valuable insights for optimising PV system operation. We employ comprehensive datasets of measured PV system performance over five years, focusing on identifying the distinct contributions of longer-term trends and seasonal effects. To achieve this, we develop a novel analytical framework that combines time series and statistical analytical techniques. By applying this framework to the extensive performance data, we successfully break down the overall PV system output into …

Populist Politics And International Business Policy: Problems, Practices, And Prescriptions For Mnes, Paul Vaaler, Christopher Hartwell, Barclay James, Thomas Lindner, Jakob Müllner

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In this editorial introduction to the Special Issue on populism, we discuss different approaches to defining populism in ways relevant to multinational enterprise (MNE) strategy and organization. In addition, we demonstrate how populist host-country government policies often target MNEs in ways that give rise to distinctly new forms of discriminatory treatment. This theoretical background sets the stage for the papers of this Special Issue, explaining the origins of these populist host-country government policies and the impact of such policies on FDI and international trade. We conclude with various suggestions for advancing IB policy research on populism, including building a better …

Centralizing Pharmaceutical Innovation, Sapna Kumar

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The United States has a mostly decentralized system for promoting new medicine development. By offering patents and regulatory exclusivities, the government incentivizes pharmaceutical companies to invent and bring to market new medicines. Although this development model offers benefits for promoting innovation, it comes at a cost: Market-based incentives lead companies to prioritize research and development (“R&D”) for medicines that offer a safe path to profitability, as opposed to those that offer the greatest social benefit. In particular, pharmaceutical companies are reluctant to invest in R&D for critically-needed antibiotics and infectious disease vaccines—both of which are difficult to develop and provide …

Light And Dark Mode: A Comparison Between Android And Ios App Ui Modes And Interviews With App Designers And Developers, Sarah Andrew, Chelsea Bishop, Garreth W. Tigwell

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Mobile app light and dark modes offer improved usability within different contexts (e.g., dark mode for easier night reading). Yet, little research has investigated the prevalence of light and dark modes across platforms, the intricacies of UI color changes, and challenges in the design and development process. Our investigation focused on comparing light and dark mode designs. We carried out a manual inspection of 120 popular Android and iOS apps to find that only 55\% (Android) and 48\% (iOS) of the apps included any modes. We also found significant variability in how many UI elements changed between modes. We interviewed …

Theorising Political Legitimisation: From Stasis To Processes, Paddy Dolan, Stephen Vertigans, John Connolly

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Legitimacy remains a key concept in political sociology, and perhaps even more so in lay understandings of political processes and structures, as evidenced by conflict over territories and regimes around the world. However, the concept suffers from a rather static representation, and even when addressed in processual form, in terms of specific moments in the process, such as conditions favouring legitimacy or its effects. Building from an Eliasian perspective, we argue for a more processual concept of legitimisation to encompass the dynamic social networks (figurations) that constitute the more unintentional context for deliberate legitimation claims. As networks expand and intensify, …

Shareholder Primacy Versus Shareholder Accountability, William Wilson Bratton

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When corporations inflict injuries in the course of business, shareholders wielding environmental, social, and governance ("ESG") principles can, and now sometimes do, intervene to correct the matter. In the emerging fact pattern, corporate social accountability expands out of its historic collectivized frame to become an internal subject matter-a corporate governance topic. As a result, shareholder accountability surfaces as a policy question for the first time. The Big Three index fund managers, BlackRock, Vanguard, and State Street, responded to the accountability question with ESG activism. In so doing, they defected against corporate legal theory's central tenet, shareholder primacy. Shareholder primacy builds …

An Analysis Of The Public Participation Processes Employed For An Urban Greenway Project, Maeve O'Connell

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The purpose of this study is to examine the public participation mechanisms employed for a proposed new infrastructure project. Public participation is a core characteristic of a contemporary democratic society as policy makers are increasingly encouraged to engage with citizens for learning and legitimacy. Participation is a loose concept with many forms and interpretations. This study explores the key characteristics of public participation formats, challenges to and the criteria for success. This analysis is then applied to the proposed local infrastructure consultation process. An additional survey is designed and its role in the public participation process is assessed. The processes …

Generalised Zero-Shot Learning For Action Recognition Fusing Text And Image Gans, Kaiqiang Huang, Susan Mckeever, Luis Miralles-Pechuán

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Generalized Zero-Shot Action Recognition (GZSAR) is geared towards recognizing classes that the model has not been trained on, while still maintaining robust performance on the familiar, trained classes. This approach mitigates the need for an extensive amount of labeled training data and enhances the efficient utilization of available datasets. The main contribution of this paper is a novel approach for GZSAR that combines the power of two Generative Adversarial Networks (GANs). One GAN is responsible for generating embeddings from visual representations, while the other GAN focuses on generating embeddings from textual representations. These generated embeddings are fused, with the selection …

Locating Liability For Medical Ai, W. Nicholson Price Ii, I. Glenn Cohen

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When medical AI systems fail, who should be responsible, and how? We argue that various features of medical AI complicate the application of existing tort doctrines and render them ineffective at creating incentives for the safe and effective use of medical AI. In addition to complexity and opacity, the problem of contextual bias, where medical AI systems vary substantially in performance from place to place, hampers traditional doctrines. We suggest instead the application of enterprise liability to hospitals—making them broadly liable for negligent injuries occurring within the hospital system—with an important caveat: hospitals must have access to the information needed …

The Critical Role Of History After Dobbs, Serena Mayeri

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The Dobbs majority’s reliance on a flawed and impoverished account of “history and tradition” to deny fundamental freedoms today may tempt us to despair of appealing to the past as a source of constitutional rights or principles. But the problem with Dobbs is not its discussion of history per se; rather, it is how and for what purposes the Court looks to the past. History need not preserve archaic values; it can counsel against past errors and justify affirmative approaches to protecting rights and combating inequality. This essay explores critical roles for history in legal, constitutional, and political arguments about …

Assemblages And Actor Networks In The Borderlands - The Apposition Of Reproductive Rights Along The Mexican-American Border, Madeleine M. Plasencia

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In 1971, Sarah Weddington argued Roe v. Wade as a class action on behalf of pregnant women living in Texas, many of whom, including herself had to flee the State to obtain an abortion in Mexico. In 2021, Texas enacted S. B. 8, otherwise known as the Texas Heartbeat Act, which created a private cause of action for injunctive relief and statutory damages awards against any person assisting in and any physician accused of performing an abortion, thus reigniting the cross-border flows that historically have made Mexico a haven for runaway enslaved people and pregnant persons heading south to freedom. …

An Image Processing Approach For Real-Time Safety Assessment Of Autonomous Drone Delivery, Assem A. Abdelhak, Dan Moss, Alan Hicks, Susan Mckeever

Articles

The aim of producing self-driving drones has driven many researchers to automate various drone driving functions, such as take-off, navigation, and landing. However, despite the emergence of delivery as one of the most important uses of autonomous drones, there is still no automatic way to verify the safety of the delivery stage. One of the primary steps in the delivery operation is to ensure that the dropping zone is a safe area on arrival and during the dropping process. This paper proposes an image-processing-based classification approach for the delivery drone dropping process at a predefined destination. It employs live streaming …

Grid Reliability In The Electric Era, Joshua Macey, Shelley Welton, Hannah Wiseman

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The United States has delegated the weighty responsibility of keeping the lights on to a self-regulatory organization called the North American Electric Reliability Corporation (NERC). Despite the fact that NERC is one of the largest and most important examples of industry-led governance—and regulates in an area that is central to our economy and basic human survival—this unusual institution has received scant attention from policymakers and scholars. Such attention is overdue. To achieve deep decarbonization, the United States must enter a new “electric era,” transitioning many sectors to run on electricity while also transforming the electricity system itself to run largely …

The Meme Stock Fenzy: Origins And Implications, Dhruv Aggarwal, Albert H. Choi, Yoon-Ho Alex Lee

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In 2021, several publicly traded companies, such as GameStop, Bed Bath & Beyond, and AMC, became “meme stocks,” experiencing a sharp rise in their stock prices through a dramatic influx of retail investors into their shareholder base. Analyses of the meme stock surge and its implications for corporate governance have focused on the idiosyncratic creation of online communities around particular stocks during the COVID-19 pandemic. In this Article, we argue that the emergence of meme stocks is part of longer-running and more structural digital transformations in trading, investing, and governance. On the trading front, the abolition of commissions by major …

Optimisation Of Polyphenol Extraction For The Valorisation Of Spent Gin Botanicals, Ekene C. Umego

Articles

An average of 0.21 kg spent gin botanicals (SGB) is generated for every 1 L of gin, making it the major by-product of gin distillation. The present circular economy dynamics and increased awareness on resource use presents an opportunity for valorisation of SGB. SGB was optimised for polyphenol extraction using a three-factor Box-Behnken Design in response surface methodology (RSM). This was used to both optimise and study how the extraction variables affected yields and values of polyphenol and antioxidant activity of SGB. The generated optimum conditions for polyphenol extraction from SGB were 50% (v/v) solvent concentration, 40 mL g−1 solvent: …

Update On Patent-Related Cases In Computers And Electronics, Karishma Jiva Cartwright, Timothy T. Hsieh, Saurabh Vishnubhakat

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This paper provides an overview of patent cases relating to computer and electronics technology that were not taken up by the Supreme Court during the October 2022 term. As of this writing, the Supreme Court has not granted certiorari in any patent-related cases for its October 2021 Term. The Court has, however, called for the views of the Solictor General in four cases, indicating higher interest and raising the possibility that one or more of these cases may appear on the Court's merits docket for the October 2022 Term. Additionally, though the Court denied certiorari in Baxter v. Becton, Dickinson, …

Lessons From Gdpr For Ai Policymaking, Christopher S. Yoo, Josephine Wolff, William Lehr

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The ChatGPT chatbot has not just caught the public imagination; it is also amplifying concern across industry, academia, and government policymakers interested in the regulation of Artificial Intelligence (AI) about how to understand the risks and threats associated with AI applications. Following the release of ChatGPT, some EU regulators proposed changes to the EU AI Act to classify AI systems like ChatGPT that generate complex texts without any human oversight as “high-risk” AI systems that would fall under the law’s requirements. That classification was a controversial one, with other regulators arguing that technologies like ChatGPT, which merely generate text, are …

Chaotic Childhoods, Stephanos Bibas

Articles

Rob Henderson’s breakout memoir, Troubled, gives us a window on troubled youth. Henderson, a brilliant young psychologist, illumines how harmful childhood instability is by reflecting on his own experience. He never knew his father, was abandoned by his drug-addicted mother, and bounced around foster care. After squandering much of his early education and drowning his rage in alcohol, drugs, fights, and vandalism, he made his way through the Air Force to Yale and now Cambridge. But few of his friends escaped the wounds from their childhoods; many wound up unemployed, in prison, or dead. As an outsider to the elites …

Research Access To Social Media Data: Lessons From Clinical Trial Data Sharing, Christopher J. Morten, Gabriel Nicholas, Salomé Vilgoen

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For years, social media companies have sparred with lawmakers over how much independent access to platform data they should provide researchers. Sharing data with researchers allows the public to better understand the risks and harms associated with social media, including areas such as misinformation, child safety, and political polarization. Yet researcher access is controversial. Privacy advocates and companies raise the potential privacy threats of researchers using such data irresponsibly. In addition, social media companies raise concerns over trade secrecy: the data these companies hold and the algorithms powered by that data are secretive sources of competitive advantage. This Article shows …

The New Gender Panic In Sport: Why State Laws Banning Transgender Athletes Are Unconstitutional, Deborah Brake

Articles

The scope and pace of legislative activity targeting transgender individuals is nothing short of a gender panic. From restrictions on medical care to the regulation of library books and the use of pronouns in schools, attacks on the transgender community have reached crisis proportions. A growing number of families with transgender children are being forced to leave their states of residence to keep their children healthy and their families safe and intact. The breadth and pace of these developments is striking. Although the anti-transgender backlash now extends broadly into health and family governance, sport was one of the first settings—the …

Looted Cultural Objects, Elena Baylis

Articles

In the United States, Europe, and elsewhere, museums are in possession of cultural objects that were unethically taken from their countries and communities of origin under the auspices of colonialism. For many years, the art world considered such holdings unexceptional. Now, a longstanding movement to decolonize museums is gaining momentum, and some museums are reconsidering their collections. Presently, whether to return such looted foreign cultural objects is typically a voluntary choice for individual museums to make, not a legal obligation. Modern treaties and statutes protecting cultural property apply only prospectively, to items stolen or illegally exported after their effective dates. …

Keep Charitable Oversight In The Irs, Philip Hackney

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Critics are increasingly calling for Congress to remove charity regulation from the IRS. The critics are wrong. Congress should maintain charity regulation in the IRS. What is at stake is balancing power between the state, charity as civil society, and the economic order. In a well-balanced democracy, civil society maintains its independence from the state and the economic order. Removing charitable jurisdiction from the IRS would blind the IRS to dollars placed in the charitable sector increasing tax and political shelters and wealthy dominance of charities as civil society. A new agency without understanding of, or jurisdiction over, tax cannot …

Abortion Disorientation, Greer Donley, Caroline M. Kelly

Articles

The word “abortion” pervades public discourse in the wake of Dobbs v. Jackson Women’s Health Organization. But do we know what it means? Not only do law and medicine define it differently; state legislatures have codified wildly different definitions of abortion across jurisdictions. Our analysis exposes inherent ambiguities at the boundaries of the term, particularly as abortion intersects with other categories that we often think of as distinct: pregnancy loss, ectopic pregnancy, and other forms of medically necessary care. By juxtaposing statutory text next to real people’s experiences of being denied care in states with abortion bans, we reveal …

Toward A Better Criminal Legal System: Improving Prisons, Prosecution, And Criminal Defense, David A. Harris, Created And Presented Jointly By Students From State Correctional Institution - Greene, Waynesburg, Pa, And University Of Pittsburgh School Of Law, Chief Editor: David A. Harris

Articles

During the Fall 2023 semester, 15 law (Outside) students from the University of Pittsburgh School of Law and 13 incarcerated (Inside) students from the State Correctional Institution – Greene, in Waynesburg, Pennsylvania, took a full semester class together called Issues in Criminal Justice and Law. The class, occurring each week at the prison, utilized the Inside-Out Prison Exchange pedagogy, and was facilitated by Professor David Harris. Subjects include the purposes of prison, addressing crime, the criminal legal system and race, and issues surrounding victims and survivors of crime. The course culminated in a Group Project; under the heading “improving the …

Are Embryos Or Fetuses Brain Dead? Implications For The Abortion Debate, Greer Donley

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Most state abortion definitions exclude the removal of a dead fetus, attempting to distinguish miscarriage and abortion care. But what does “dead” mean at the earliest stages of potential life? There is a consensus at the end of life that death not only encompasses the cessation of cardiac activity, but also brain death. This symposium essay considers whether life can exist before brain life begins and how that might impact the abortion debate. The most rudimentary brain waves cannot be detected in an embryo before roughly the eighth week of pregnancy; the capacity for feeling and consciousness begin much later. …

When John Locke Meets Lao Tzu: The Relationship Between Intellectual Property, Biodiversity And Indigenous Knowledge And The Implications For Food Security, Paolo Davide Farah, Marek Prityi

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This article aims to examine the relationship between the concepts of intellectual property, biodiversity, and indigenous knowledge from the perspective of food security and farmers’ rights. Even though these concepts are interdependent and interrelated, they are in a state of conflict due to their inherently enshrined differences. Intellectual property is based on the need of protecting individual property rights in the context of creations of their minds. On the other hand, the concepts of biodiversity, indigenous knowledge and farmers’ rights accentuate the aspects of equity and community. This article aims to analyse and critically assess the respective legal framework and …

Regulating Driving Automation Safety, Matthew Wansley

Articles

Over forty thousand people die in motor vehicle crashes in the United States each year, and over two million are injured. The careful deployment of driving automation systems could prevent many of these deaths and injuries, but only if it is accompanied by effective regulation. Conventional vehicle safety standards are inadequate because they can only test how technology performs in a controlled environment. To assess the safety of a driving automation system, regulators must observe how it performs in a range of unpredictable, real world edge cases. The National Highway Traffic Safety Administration (NHTSA) is trying to adapt by experimenting …

Writing With Ai: University Students’ Use Of Chatgpt, Nikola Crcek, Jakob Patekar

Articles

Background: ChatGPT, a chatbot based on a large language model, captured global attention toward the end of 2022. With its potential to generate comprehensive texts of a variety of genres based on a string of straightforward prompts, it was soon perceived as a threat by many in various fields, including – and in particular – education. Schools across the world began banning its use as instructors started to receive suspiciously well-written essays and assignments from their students.

Aim: This study aimed to investigate the prevalence of use of ChatGPT among university students for written assignments, explore the ways students utilize …

Une Histoire Pragmatique Du Politique, William J. Novak, Stephen W. Sawyer

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Comme le montre ce numero, nous ne sommes guere en manque de tentatives recentes de repenser l'histoire du politique. En effet, deux generations d'historiens ont deja produit un grand nombre de nouvelles approches et de perspectives a partir desquelles il est maintenant possible d'etudier l'histoire politique a nouveaux frais. Dans le contexte historiographique americain, nous avons ete temoins d'une serie de nouvelles approches allant de ce que l'on a appele la « nouvelle histoire sociale politique » des annees 1970 a l'effort des sciences sociales pour « repenser l'Etat » (Bringing the State Back In) dans les annees 1980 et …

Democracy's Bureaucracy: The Complicated Case Of Voter Registration Lists, Michael Morse

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This Article calls attention to the development and derailment of a novel cross-governmental bureaucracy for voter registration. It focuses specifically on voter registration lists as the vulnerable backbone of election administration. In short, the constitutional allocation of election authority has left a mobile electorate scattered across fifty different state registration lists. The result is more than a tenth of the electorate likely registered in their former jurisdiction and more than a third not registered at all. The solution, in the vocabulary of election officials, has become “list maintenance”—or, identifying when voters, previously registered at one address, subsequently move or die, …