Digital Commons Network^™

Sex-Dependent Differences In Vulnerability To Early Risk Factors For Posttraumatic Stress Disorder: Results From The Aurora Study, Stephanie Haering, Antonia V. Seligowski, Sarah D. Linnstaedt, Vasiliki Michopoulos, Stacey L. House, Francesca L. Beaudoin, Xinming An, Thomas C. Neylan, Robert A. Swor

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No abstract provided.

A Central Limit Theorem For The Number Of Excursion Set Components Of Gaussian Fields, Dmitry Beliaev, Michael Mcauley, Stephen Muirhead

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For a smooth stationary Gaussian field f on R^d and level ℓ ∈ R, we consider the number of connected components of the excursion set {f ≥ ℓ} (or level set {f = ℓ}) contained in large domains. The mean of this quantity is known to scale like the volume of the domain under general assumptions on the field. We prove that, assuming sufficient decay of correlations (e.g. the Bargmann-Fock field), a central limit theorem holds with volume-order scaling. Previously such a result had only been established for ‘additive’ geometric functionals of the excursion/level sets (e.g. the volume or …

Enhancing Public Access To Agency Law, Cary Coglianese, Bernard W. Bell, Michael Herz, Margaret Kwoka, Orly Lobel

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"A just, democratic society governed by the rule of law requires that the law be available, not hidden. This principle extends to legal materials produced by administrative agencies, all of which should be made widely accessible to the public. Federal agencies in the United States do disclose online many legal documents—sometimes voluntarily, sometimes in compliance with statutory requirements. But the scope and consistency of these disclosures leaves considerable room for improvement. After conducting a year-long study for the Administrative Conference of the United States, we identified seventeen possible statutory amendments that would improve proactive online disclosure of agency legal materials. …

Adventure Capital, Elizabeth Pollman

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This symposium Article traces the history and rise of venture capital and venture-backed startups in the United States from a business law perspective and explores the current big questions in the field. This examination highlights that after lawmakers shaped the enabling environment for venture capital to flourish, corporate and securities law has responded to the rise of venture-backed startups incrementally but with profound effect. Although business law has not always fit easily with the distinctive features of venture backed startups, it has provided an enormous space in the private realm for them to order their governance and maneuver with relative …

Slipping Into Judicial Barbarism?, Pranav Verma

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Book Review | Gautam Bhatia, Unsealed Covers: A Decade of the Constitution, the Courts and the State, HarperCollins Publisher India, 2023

Legislating Courts, Michael C. Pollack

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No abstract provided.

Overseeing The Administrative State, Jill Fisch

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"In a series of recent cases, the Supreme Court has reduced the regulatory power of the Administrative State. Pending cases offer vehicles for the Court to go still further. Although the Court’s skepticism of administrative agencies may be rooted in Constitutional principles or political expediency, this Article explores another possible explanation—a shift in the nature of agencies and their regulatory role. As Pritchard and Thompson detail in their important book, A HISTORY OF SECURITIES LAW IN THE SUPREME COURT, the Supreme Court was initially skeptical of agency power, jeopardizing Franklin Delano Roosevelt (FDR)’s ambitious New Deal plan. The Court’s acceptance …

Rejoinder To Rural Transformations And Rural Crime Book Review Published In Rural Society (Vol. 32, Iss. 3), Matt Bowden, Alistair Harkness

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In his review, John Scott makes two key but misleading charges: first is an intimation that rural criminology is dominated by a clique of scholars; and second that the book by and large lacks ‘critical’ analysis to his liking. The reviewer provides a glimpse of a broad analysis of the field and adopts an independently minded position. Indeed, some observations and claims are made that should rightly be part of a wider debate in criminology broadly, about its relevance, impact and contribution to the social sciences: legitimate and important questions that ought to be addressed. However, a few errors in …

Comparing Anova And Powershap Feature Selection Methods Via Shapley Additive Explanations Of Models Of Mental Workload Built With The Theta And Alpha Eeg Band Ratios, Bujar Raufi, Luca Longo

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Background: Creating models to differentiate self-reported mental workload perceptions is challenging and requires machine learning to identify features from EEG signals. EEG band ratios quantify human activity, but limited research on mental workload assessment exists. This study evaluates the use of theta-to-alpha and alpha-to-theta EEG band ratio features to distinguish human self-reported perceptions of mental workload. Methods: In this study, EEG data from 48 participants were analyzed while engaged in resting and task-intensive activities. Multiple mental workload indices were developed using different EEG channel clusters and band ratios. ANOVA’s F-score and PowerSHAP were used to extract the statistical features. At …

Spectralomics – Towards A Holistic Adaptation Of Label Free Spectroscopy, Hugh Byrne

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Vibrational spectroscopy, largely based on infrared absorption and Raman scattering techniques, is much vaunted as a label free approach, delivering a high content, holistic characterisation of a sample, with demonstrable applications in a broad range of fields, from process analytical technologies and preclinical drug screening, to disease diagnostics, therapeutics, prognostics and personalised medicine. However, in the analysis of such complex systems, a trend has emerged in which spectral analysis is reduced to the identification of individual peaks, based on reference tables of assignments derived from literature, which are then interpreted as biomarkers. More sophisticated analysis attempts to unmix the spectrum …

What's In A Name?: Common Carriage, Social Media, And The First Amendment, Christopher S. Yoo

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Courts and legislatures have suggested that classifying social media as common carriers would make restrictions on their right to exclude users more constitutionally permissible under the First Amendment. A review of the relevant statutory definitions reveals that the statutes provide no support for classifying social media as common carriers. Moreover, the fact that a legislature may apply a label to a particular actor plays no significant role in the constitutional analysis. A further review of the elements of the common law definition of common carrier reveals that four of the purported criteria (whether the industry is affected with a public …

Toward Abolitionist Remedies: Police (Non)Reform Litigation After The 2020 Uprisings, Cara Mcclellan, Jamelia N. Morgan

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In the summer of 2020, across the country, Americans took to the street in protest of Mr. George Floyd’s murder and the police killings of countless other Black people. In too many cases, police responded to protesters with excessive force and the very brutality that had led people to protest police in the first place. In the wake of these horrific displays of force, over 40 lawsuits were filed nationwide that challenged police conduct at protests. Smith v. City of Philadelphia, one of the lawsuits brought on behalf of residents and protesters in Philadelphia, was unique because the tragic underlying …

A Rapidly Shifting Landscape : Why Digitized Violence Is The Newest Category Of Gender-Based Violence, Rangita De Silva De Alwis

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This paper proposes that new research on technology-facilitated violence must shape gender-based violence against women laws. Given the AI revolution, including large language models (“ LLMs ”), and generative artificial intelligence, new technologies continue to create power disparities that help facilitate gender-based violence both online and offline. The paper argues that the veil of anonymity provided by the digital realm facilitates violence ; and the automation capabilities offered by technology amplify the scope and impact of abusive behavior. Although the direct physical act of sexual violence is different from offline violence, there are similarities. Firstly, both acts share the structural …

What Can State Medical Boards Do To Effectively Address Serious Ethical Violations?, Tristan Mcintosh, Elizabeth Pendo, Heidi A. Walsh, Kari A. Baldwin, Patricia King, Emily E. Anderson, Catherine V. Caldicott, Jeffrey D. Carter, Sandra H. Johnson, Katherine Matthews, William A. Norcross, Dana C. Shaffer, James M. Dubois

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State Medical Boards (SMBs) can take severe disciplinary actions (e.g., license revocation or suspension) against physicians who commit egregious wrongdoing in order to protect the public. However, there is noteworthy variability in the extent to which SMBs impose severe disciplinary action. In this manuscript, we present and synthesize a subset of 11 recommendations based on findings from our team’s larger consensus-building project that identified a list of 56 policies and legal provisions SMBs can use to better protect patients from egregious wrongdoing by physicians.

Distinguishing Privacy Law: A Critique Of Privacy As Social Taxonomy, María P. Angel, Ryan Calo

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What distinguishes privacy violations from other harms? This has proven a surprisingly difficult question to answer. For over a century, privacy law scholars labored to define the elusive concept of privacy. Then they gave up. Efforts to distinguish privacy were superseded at the turn of the millennium by a new approach: a taxonomy of privacy problems grounded in social recognition. Privacy law became the field that simply studies whatever courts or scholars talk about as related to privacy.

Decades into privacy as social taxonomy, the field has expanded to encompass a broad range of information-based harms—from consumer manipulation to algorithmic …

Modelling Hoe Performance With An Extended Source; Experimental Investigation Using Misaligned Point Sources, Jorge Lasarte, Kevin Murphy, Izabela Naydenova, Maria Victoria Collados, Jesús Atencia, Suzanne Martin

Articles

Holographic optical elements (HOEs) have the potential to enable more compact, versatile, and lightweight optical designs, but many challenges remain. Volume HOEs have the advantage of high diffraction efficiency, but they present both chromatic selectivity and chromatic dispersion, which impact their use with wide spectrum light sources. Single-color light emitting diode (LED) sources have a narrow spectrum that reduces these issues and this makes them better suited for use with volume HOEs. However, the LED source size must be taken into consideration for compact volume HOE-LED systems. To investigate the design limits for compact HOE-LED systems, a theoretical and experimental …

Sidewalk Government, Michael C. Pollack

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This Article is about one of the most used, least studied spaces in the country: the sidewalk.

It is easy to think of sidewalks simply as spaces for pedestrians, and that is exactly how most scholars, policymakers, and laws treat them. But this view is fundamentally mistaken. In big cities and small towns, sidewalks are also where we gather, demonstrate, dine, exercise, rest, and shop. They are host to commerce and infrastructure. They are spaces of public access and sources of private obligation. And in all of these things, sidewalks are sites of under-appreciated conflict. The centrality of sidewalks in …

Antisocial Innovation, Christopher Buccafusco, Samuel N. Weinstein

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Innovation is a form of civic religion in the United States. In the popular imagination, innovators are heroic figures. Thomas Edison, Steve Jobs, and (for a while) Elizabeth Holmes were lauded for their vision and drive, and seen to embody the American spirit of invention and improvement. For their part, politicians rarely miss a chance to trumpet their vision for boosting innovative activity. Popular and political culture alike treat innovation as an unalloyed good. And the law is deeply committed to fostering innovation, spending billions of dollars a year to make sure society has enough of it. But this sunny …

Immigration - Lifeboat Earth - Is The Boat Full, Thomas Power

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The Lifeboat Earth metaphor requires western liberals to consider answers to those normative questions posed by Hardin. But the answer to them possibly depends on the economic effects of immigration and this can come from both economic theory and research.

Ai And 6g Into The Metaverse: Fundamentals, Challenges And Future Research Trends, Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Saleem Raza, Steven Davy, Kapal Dev, Paolo Bellavista

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Since Facebook was renamed Meta, a lot of attention, debate, and exploration have intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is anticipated that Metaverse will be a continuum of rapidly emerging technologies, usecases, capabilities, and experiences that will make it up for the next evolution of the Internet. Several researchers have already surveyed the literature on artificial intelligence (AI) and wireless communications in realizing the Metaverse. However, due to the rapid emergence and continuous evolution of technologies, there is a need for a comprehensive and in-depth survey of the role …

Lost & Found (Game Series) [Book Chapter], Owen Gottlieb

Articles

Description of game series for use in the classroom with best practices.

Kinetic Modelling Of The Cellular Metabolic Responses Underpinning In Vitro Glycolysis Assays, Nitin Patil, Zohreh Mirveis, Hugh Byrne

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This study aims to demonstrate the benefits of augmenting commercially available, real-time, in vitro glycolysis assays with phenomenological rate equation-based kinetic models, describing the contributions of the underpinning metabolic pathways. To this end, a commercially available glycolysis assay, sensitive to changes in extracellular acidification (extracellular pH), was used to derive the glycolysis pathway kinetics. The pathway was numerically modelled using a series of ordinary differential rate equations, to simulate the obtained experimental results. The sensitivity of the model to the key equation parameters was also explored. The cellular glycolysis pathway kinetics were determined for three different cell-lines, under nonmodulated and …

Giving People The Words To Say No Leads Them To Feel Freer To Say Yes, Rachel Schlund, Roseanna Sommers, Vanessa K. Bohns

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We examine how to structure requests to help people feel they can say no (or yes) more voluntarily. Specifically, we examine the effect of having the requester provide the request-target with an explicit phrase they can use to decline requests. Part of the difficulty of saying no is finding the words to do so when put on the spot. Providing individuals with an explicit script they can use to decline a request may help override implicit scripts and norms of politeness that generally dictate compliance. This should make individuals feel more comfortable refusing requests and make agreement feel more voluntary. …

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

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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 …

Regulating Driving Automation Safety, Matthew Wansley

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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 …

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, …

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, …