Digital Commons Network^™

Constitutional Limits On Occupational Licensing Bans As Collateral Consequences Of A Criminal Conviction, Imran Rabbani

Student Works

No abstract provided.

Managing Collaboration Under Conservation Crisis: Trust, Risk, And Control In The Gulf Of Maine Fishery Management Network, Evelyn Roozee, Owen Temby, Dongkyu Kim, Antonia Sohns, Anthony Rocha Lima, Jasper R. De Vries, Gordon M. Hickey

School of Earth, Environmental, & Marine Sciences Faculty Publications

Transboundary fishery management and the intertwined conservation of critically endangered species represent significant governance challenges that require ongoing inter-organizational communication, collaboration, and collective action to achieve shared objectives. Previous research suggests that inter-organizational collaborative performance depends heavily on different dimensions of trust and complementary control mechanisms to mitigate the perceived risks of collaborating and enable the reciprocal sharing of resources and the coordination of activities. However, it is unclear how proposed relationships between trust, risk, and control are shaped by disruptions to established transboundary management networks. This study presents the results of survey research conducted in the Gulf of Maine …

Full Posterior Uncertainty Propagation In The Bg/Nbd Framework A Bayesian Foundation For Individual-Level Customer Behavior Modeling, Stuart V. Kerr

UNLV Gaming Research & Review Journal

The Beta-Geometric/Negative Binomial Distribution (BG/NBD) model of Fader et al. (2005) is used to describe repeat-transaction behavior in non-contractual settings: a latent visitation rate, heterogeneous across customers, governs how of- ten a customer transacts while active, and a latent dropout probability, also het- erogeneous, governs when a customer permanently churns. In its classical form, BG/NBD is estimated using maximum likelihood, producing single point estimates of the underlying population parameters and, from these, point estimates of each customer’s individual behavior. This paper develops the model from first princi- ples as a fully Bayesian framework, estimated using Markov Chain Monte Carlo (MCMC), …

Good Governance In The Concept Of Climate Justice: Decarbonisation Policies In Economic Considerations Of Losses And Sacrifices, Daryanti Daryanti, Albertus Sentot Sudarwanto, Erna Dyah Kusumawati, Rosita Candrakirana

Journal of Environmental Science and Sustainable Development

Projections of losses resulting from the impacts of climate change in Indonesia are estimated to reach USD 30.5 million, affecting four key sectors: agriculture, water supply, health, and the maritime sector. This study shows that good governance based on climate justice in the implementation of decarbonization policies is the most important factor in avoiding long-term economic losses caused by the adverse impacts of climate change or investing in climate resilience. This study employed a normative methodology using a statutory approach to examine efforts related to climate change mitigation and adaptation. The findings of this research indicate that regulations in Indonesia, …

Algorithmic Law In Contemporary Brazil: From Cyber-Libertarianism To Constitutional Rights, Pedro Rubim Borges Fortes

Latin American & Caribbean Law Review

This article provides a reflection of Brazilian algorithmic law, exploring how law regulates algorithms by defining prohibitions, permissions, standards, and rights in contemporary Brazil. Importantly, the concept of “algorithmic law” implies a normative idea, that is, that law should regulate algorithms, defining prohibitions, permissions, standards, and rights. This study examines the ideological transformation of law and technology, as Brazilian society moved from a libertarian approach to a perspective of establishing protective legislation, regulation, and constitutional rights to technology users. It explains the ‘Civil Rights Framework for the Internet.’ the ‘General Data Protection Law,’ the legislative project of an Artificial Intelligence …

The Colorado River Upper Initial Units Take Center Stage, Eric Kuhn, Anne Castle, Jack Schmidt, Kathryn Sorensen, Katherine Tara

The Traveling Wilburys of the Colorado River

In 1956, Congress authorized the Upper Initial Units—Flaming Gorge Reservoir,

Navajo Reservoir, and the Aspinall Unit (UIUs)—for a variety of water use

purposes in the Upper Colorado River Basin, including compliance with the

1922 Colorado River Compact (1922 Compact). The historical record is clear

that the primary reason these reservoirs exist is to satisfy the math of the 1922

Compact and the obligations it imposed on the Upper Division States

regarding flows at Lee Ferry.

Comments On Reg-119882-25, Application Of The Personal Responsibility And Work Opportunity Reconciliation Act Of 1996 To The Refunded Portion Of Certain Federal Refundable Tax Credits, 91 Fed. Reg. 53,812 (Aug. 20, 2026); Irs Docket No. Irs- 2026-1057, Islame Hosny, Addison H. Brown, Andrew E. Hoppe, Nafisa Jeb, Parker W. Kinney, Shane M. Rice, Audrey Hager, Anna Russell, Cornell Law School Low-Income Taxpayer Clinic

Cornell Law School J.D. Student Research Papers

On October 5, 2026, the Cornell Law School Low-Income Taxpayer Clinic submitted this comment letter on proposed Treasury and IRS regulations (REG-119882-25, 91 Fed. Reg. 53,812). The regulations would apply the Personal Responsibility and Work Opportunity Reconciliation Act of 1996 (PRWORA) to the refunded portions of the adoption tax credit, child tax credit, American opportunity tax credit, and earned income tax credit. The letter argues that Treasury has not adequately reconciled PRWORA's "qualified alien" test with the Code's residency and Social Security number rules. It also argues that Treasury has not justified treating the adoption credit as a federal public …

Chacahoula 2026, Volume 93, Pawan Khatri, Alayna Pellegrin

Chacahoula

The 2026 issue of Chacahoula, There's No Place Like Home, emphasizes the way in which our university becomes a home to students.  Featuring prize-winning poetry from Allyson Gee, Nick Fredrick, Amaris Kendall and Anmol Subedi, the book includes December 2025 and May 2026 graduating classes, as well as stunning photography of  campus life on the banks of Bayou Desiard. With features covering students, faculty, and staff, this year's time capsule preserves an academic year in the life of the University of Louisiana at Monroe. This edition includes a video message from President Carrie Castille. Download the PDF to your device …

Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto

Journal of Environmental Science and Sustainable Development

The legal significance of strict liability in mining arises from the sector’s capacity to generate technically complex, diffuse, and long-latency environmental harm that is difficult to address through fault-based litigation alone. This study aims to evaluate how the post-Omnibus Law reformulation of Article 88 of Law No. 32 of 2009 has affected the doctrinal autonomy, judicial consistency, and practical enforcement of strict liability in Indonesian environmental law. The research used normative doctrinal legal research including statutory, case-law, conceptual, comparative, and evaluative analyses. The data cover the 2009–2025 period and consist of two core statutory formulations of Article 88, the Job …

From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder

Military Cyber Affairs

Federal agencies face a fiscal year 2027 target for enterprise-wide Zero Trust deployment, but NIST SP 800-207A defines logical components without identifying the Kubernetes technologies that implement them. This paper proposes a three-tier mapping of the Policy Engine, Policy Administrator, and Policy Enforcement Point to service mesh, microsegmentation, and perimeter tooling, stating the criteria by which each component is classified. It then applies a defined rubric to six Zero Trust vendors across component alignment, Kubernetes capability, federal authorization posture, and evidence quality, finding that no single vendor covers all three tiers. The mapping is a testable architectural proposition; a Stage …

Differentiated Instruction For Gifted Students In A North Carolina Title I School System: A Case Study, Kristal Land

Doctoral Dissertations and Projects

The purpose of this case study was to explore the differentiation of instructional methods used for cluster-grouped gifted students in third through eighth-grade regular education classes at TCSS, a Title I school in North Carolina. For the research, differentiation for cluster-grouped gifted students was defined as students who have been identified as gifted and are grouped together, typically in clusters of three to more than 10 students in a regular education setting. In this environment, teachers differentiate instruction to meet the advanced learning needs of their students. The theory guiding this study is Gardner’s theory of multiple intelligences. Multiple intelligences …

Response To Reviewers — Emancipations Symposium On Profit And Power, Ronen Palan

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Developing A Deep Learning-Based Artificial Intelligence System For Detecting Scientific Misinformation On Digital Platforms, Shorouq Al-Awawdeh, Ayah Al- Jafari

Middle East Journal of Communication Studies

Objectives: This study develops and evaluates an Arabic scientific misinformation detection system by fine-tuning AraBERT-base-v2. It examines the effects of early stopping and input sequence length on model performance, interprets selected linguistic characteristics associated with misleading content, and discusses the limitations of using machine-translated data.

Methodology: The study adopted a mixed-methods design, employing a systematic integration of quantitative and qualitative approaches, supported by an interpretive qualitative reading. The initial database consisted of 23,546 records, including 123 Arabic articles collected from the Akeed, Sheek, and Taqeen platforms, and 23,423 foreign-language records drawn from the GossipCop and PolitiFact collections within FakeNewsNet. After …

Brief Of Amici Curiae Criminal Law Scholars And Legal Organizations In Support Of Petitioner, Alabama Criminal Defense Lawyers Association, Florida Association Of Criminal Defense Lawyers, Kentucky Association Of Criminal Defense Lawyers, Criminal Defense Attorneys Of Michigan, North Carolina Advocates For Justice, Virginia Association Of Criminal Defense Lawyers, Due Process Institute, Ira P. Robbins, Kyle Singhal

Amicus Briefs & Court Filings

SUMMARY OF THE ARGUMENT: The Sentencing Guidelines are, in practice, the most consequential legal text in federal criminal law. Yet this Court has abstained from interpreting the Guidelines for decades. That practice is anomalous in the federal judiciary and should end. District courts must correctly calculate every defendant’s guideline range at every sentencing hearing. Courts of Appeals routinely hear appeals asserting guideline mistakes. And differences of appellate opinion over purely legal, highly consequential questions often arise. This Court apparently declines to hear such cases because the Sentencing Commission could resolve those conflicts. See Braxton v. United States,500 U.S. 344, …

Ai-Supported Analysis Of Jury Deliberation Impact Factors, Jennifer Siciliani Phd

Generative AI Teaching Activities

Students conduct a controlled, two-run generative AI jury simulation to examine how a single socio-legal variable affects simulated jury deliberation. They compare and manually code the AI-generated outcomes against peer-reviewed human jury research to evaluate the model’s accuracy, limitations, and potential biases.

The Colorado River Water Supply Crisis In A Few Graphs: Part 2 Agricultural Water Use In The Lower Basin, Jack Schmidt, Anne Castle, Eric Kuhn, Kathryn Sorensen, Katherine Tara

The Traveling Wilburys of the Colorado River

Reductions in Lower Basin water use during the last four years, including

forecast use in 2026, are similar to the initial targets for Lower Basin shortages

described in the Final Environmental Impact Statement for Post-2026

Operational Guidelines and Strategies for Lake Powell and Lake Mead (FEIS)

and the accompanying Record of Decision (ROD).

6 Lower Basin consumptive

use in 2023, 2024, and 2025, and forecast for 2026 has been the smallest for

the entire 2010-2026 period. These four years of smallest use are between 1.4

and 1.7 million acre feet/year (maf/yr) less than the 7.50 maf/yr amount

generally recognized as …

Post-Approval Problems, Anjali D. Deshmukh M.D., J.D.

Utah Law Review

Sitting across from 4-year-old Jessica’s parents, I whispered the truth: the most promising drug to fight their daughter’s disease was a therapy approved for adults, not for children her age. We could estimate the dose, monitor her organs, and hope the toxicity would not outpace the benefits, but there was no high-quality clinical trial data proving it was safe for kids like her yet, despite congressional mandates. Unexpected safety issues are often identified after drugs are approved and used outside of a closely controlled clinical trial, especially in understudied populations like children, the elderly, and pregnant women. When I asked …

Scientific Uncertainty As Political Aggression: A Manifesto For Those Who Value Science And Want To Save It From State And Corporate Control, Stephen Demeo

Publications and Research

A manifesto is an opportunity to publicly express strongly held beliefs about a topic that is personally important to an author. It is analytical as it is creative. “Scientific Uncertainty as Political Aggression” is a manifesto that intersects science and politics. It urges those interested in science to examine two different but related topics: scientific uncertainty in measurement—what it is, how it is determined, why it’s important— and the magnification of uncertainty through legal and linguistic tactics used by right-wing politicians and politically supported corporations.

For some time now, the Republican Establishment has cast excessive doubt on scientific findings through …

Great Crypto Vanishing Act: Illusory Contracts And The Economic Loss Rule, Henry H. Perritt Jr.

Idaho Law Review

Cryptocurrencies have gained respectability with enactment of the federal GENIUS Act, which lays a regulatory foundation for the safest type of cryptocurrency, stablecoins, while leaving significant uncertainty with respect to unbacked crypto assets like Bitcoin and other cryptomoney and crypto investments that do not come within the GENUIS Act’s scope. The vulnerability of cryptocurrencies to wild fluctuations in value and to outright collapse are legion. The GENIUS Act may tame some actors who choose to operate within its framework, but many questions remain.

Legal remedies available to victims of cryptocurrency mishaps, from exchange collapses to issuer fraud, depend heavily on …

Rodrigo’S Weather Report: Is The Sky Falling?, Richard Delgado

Minnesota Journal of Law & Inequality

In the latest installment of the Rodrigo series, the main character and his straight man discuss what has come to be called sanewashing, focusing on the Administration’s many contrived emergencies to accomplish objectives that would otherwise be flatly illegal.

Ai Race Between The Us And China, Kennedy Lyon-Lindersmith

Discovery Day - Daytona Beach

Technological leadership in AI and semiconductor manufacturing are both directly linked with military power and geopolitical influence. At the same time, the U.S. and China are currently defining the future of conflict in the cyber domain and are in strategic competition as China attempts to displace the U.S. as a global leader in AI. These factors contribute to an important national security threat that the U.S. is facing right now: An AI race between the U.S. and China, specifically regarding military cyber operations. This paper discusses some of the implications of a digital battlefield and analyzes international laws, international institutions, …

Hope In The Holler: How Eminent Domain Can Bring Economic Justice To Central Appalachia, Matthew B. Chaney

Kentucky Law Journal

No abstract provided.

Real Bullets, Plastic Guns: Evaluating The Strength Of 3-D Printed Gun Parts, Maria Latenia Mayol

Student Theses

Privately made firearms (PMFs), often referred to as “ghost guns,” are firearms manufactured or assembled by individuals rather than federally licensed manufacturers. Although the terms are frequently used interchangeably, “ghost gun” more specifically describes an unserialized firearm, whereas PMFs include a broader range of firearms produced through nontraditional manufacturing methods. PMFs may be entirely 3-D printed, assembled from partially completed firearm kits, or constructed by integrating additively manufactured components with commercially manufactured firearm parts. The increasing accessibility of additive manufacturing and widespread dissemination of computer-aided design files have raised concerns about concealment, regulation, and forensic evasion, particularly when factory-manufactured components …

Assessing The Impact Dynamics Of Less Lethal Ammunition, Steven Bermejo

Student Theses

Less-lethal ammunition is widely used by law enforcement as an alternative to lethal force during crowd control, on-street confrontations, and other situations requiring force. Although these projectiles are intended to reduce risk of fatal injury, serious injuries and fatalities have been reported, highlighting the need to better understand the factors that influence their impact behavior. This study evaluated the impact dynamics of four types of 12-gauge less-lethal ammunition, including rubber buckshot, single rubber ball, double rubber ball, and Byrna kinetic projectile, using kinetic energy calculations derived from projectile mass and velocity measurements. In addition, Attenuated Total Reflectance Fourier Transform Infrared …

Summary Report: Second Conference On Attribution Science And Climate Law, Jessica A. Wentz

Sabin Center for Climate Change Law

The Sabin Center for Climate Change Law and the Columbia Climate School hosted the Second Conference on Attribution Science and Climate Law at Columbia University on June 10–11, 2026. This event brought together an interdisciplinary group of researchers and practitioners to discuss recent developments in attribution science and the field’s relevance to climate law and policy. Participants included physical scientists, public health researchers, economists, social scientists, legal scholars, advocates, and policy experts. This report provides a written summary of the conference proceedings.

Confronting Founding Injustices: Reconstructive Constitutional Adjudication And Constitutional Legitimacy In Postcolonial States, Mutasim Abuzeid

International Studies (MA) Theses

Why do some postcolonial constitutions achieve higher constitutional legitimacy than others? Across the Global South, constitutions have proliferated while legitimacy remains uneven and contested. Existing scholarship explains variation in constitutional legitimacy in postcolonial states through three dominant paradigms. Institutionalist theories equate legitimacy with procedural design and endurance, presuming that stable institutions generate compliance and, over time, diffuse support. Transformative constitutionalism locates legitimacy in social justice, emphasizing judicial doctrines such as proportionality and reasonableness to advance equality and material inclusion. Transitional justice approaches, by contrast, locate moral repair largely outside constitutional law—through truth commissions, reparations, and memory projects—often leaving the constitutional …

Transnational Indigenous Environmental Justice: A Distant Comparative Study Of Nepali And U.S. Environmental Policies And Counter-Archives In Technical Communication, Shankar Paudel

Open Access Theses & Dissertations

This dissertation investigates how institutional communication, state bureaucracy, and Indigenous sovereignty intersect within Rhetoric and Writing Studies (RWS) and Technical and Professional Communication (TPC). Current TPC research increasingly focuses on social justice; however, the field still lacks ethical frameworks to deal with the complicated dynamics of transnational Indigenous Environmental Justice Communication (IEJC). This study addresses this gap by examining how two distinct Indigenous communities - the Tharus of Chitwan, Nepal, and the Ysleta del Sur Pueblo Tigua Indians of El Paso, Texas - communicatively navigate, contest, and resist state environmental policies.

Grounded in decolonial Distant Comparativism, Mestiza Consciousness, Rhetoric of …

Machine Learning For Predictive Energy And Emissions Modeling Of Vehicles And Power Grids In The United States, S M Tanvir Faysal Alam Chowdhoury

Dissertations

The environmental benefits of electric vehicle (EV) adoption depend on more than replacing internal combustion engine vehicles with electric powertrains. EV adoption reshapes electricity demand, interacts with regional generation mixes, and influences travel behavior and congestion, creating a coupled transportation-energy system in which vehicle and power-plant emissions must be evaluated together. This dissertation develops machine-learning frameworks for predicting energy consumption and emissions from vehicles and power grids under rising EV adoption. The first component forecasts grid emissions from EV charging. Using simulation data from NREL's Cambium database, a Prophet-based time-series framework predicts carbon dioxide, nitrous oxide, and methane emission rates …

Behind The Screen: Online Sex Buyer Networks And The Organized Criminal Promotion Of Exploitation, Ava Kamdem, Vanessa Bouché, Ben Silver, Nick Freeman, Justin Euteneier

Dignity: A Journal of Analysis of Exploitation and Violence

This study investigates the extent to which online sex buyer communities in the United States function as organized criminal networks pursuant to the United Nations Convention against Transnational Organized Crime’s definition of organized criminal groups. Drawing from theories of organized crime, social network analysis, and digital ecosystems, we conceptualize sex buyers not as isolated actors but as participants in coordinated, mutually reinforcing networks that share information to facilitate exploitation, mitigate risk, and sustain criminal behavior. To test this framework, we scraped over 1.2 million posts from a publicly accessible sex buyer forum, comprising 72,974 unique users and nearly 800,000 direct …

Piracy, Terrorism, And The Law: Differential Equations In Hostage Situations, Gabriel Hallevy

Journal of Humanistic Mathematics

Pirates have taken the crew of an American ship hostage. They promise to release the hostages only if another pirate who is held in an American prison for commission of piracy crimes against American citizens, is released. Should the U.S. government enter into negotiations with them? Should they send armed forces and risk the hostages? Should they release the prisoner immediately and unconditionally? The article models and analyzes possible policies regarding sensitive situations involving hostages and other related risks using differential equations. The solutions are surprisingly simple, but not necessarily intuitive. Our analysis aims to demonstrate how powerful mathematics is …