Digital Commons Network^™

Five Things You Think You Know About International Arbitration That You Do Not Know (Nlsiu-Siac Annual Arbitration Lecture 2025), Lucy Reed

National Law School Journal

In the second NLSIU-SIAC Annual Arbitration Lecture delivered in April 2025, Lucy Reed takes a practice- or procedure-focused approach. Specifically, she addresses some misconceptions about international arbitration held by students and practitioners alike. She also introduces some of the new procedures in the 7th Edition of the SIAC Arbitration Rules, in effect from 1 January 2025.

A Comparative Study Of Machine Learning And Deep Learning Models In Binary And Multiclass Classification For Intrusion Detection Systems, Ayesha Alharthi, Meera Alaryani, Sanaa Kaddoura

All Works

Network infrastructure evolution has significantly expanded the attack surface, leading to increasingly complex and sophisticated cybersecurity threats. Traditional rule-based intrusion detection systems (IDS) often fail to detect emerging attack vectors, prompting the need for intelligent, data-driven approaches. This study evaluates and compares the performance of machine learning (ML) and deep learning (DL) models for network intrusion detection. Two publicly available datasets were utilized: a binary-labeled software-defined networking (SDN) dataset and a multiclass industrial control system dataset based on the IEC 60870-5-104 protocol. Preprocessing steps included normalization, label encoding, and a 70:10:20 train-validation-test split. Seven models, Random Forest, Decision Tree, K-Nearest …

Summer 2025: Retrograde

The Weldon Times

A student-run publication from the Schulich School of Law at Dalhousie University.

Co-Editors in Chief: Kimberly Gilson, Carleigh MacKenzie

Graphics & Layout: Kimberly Gilson

The Impact Of Instructional School Design: The 6–12 School Model As A Strategic Response To Increase Black Boys Self-Efficacy, Xavier E. Edwards

Education Doctoral

This dissertation investigated the impact of the 6–12 instructional school design on the self-efficacy of Black boys, utilizing the theoretical frameworks of Bandura's self-efficacy model and Yosso's community cultural wealth model. The research explored how this specialized school structure supports Black boys' academic achievement, aspirations, and resilience—addressing longstanding disparities in educational and social outcomes. Through qualitative interviews with Black male alumni of 6–12 school models, the study identified factors within the design that positively influence self-efficacy both within and beyond the classroom. Findings indicated that sustained relationships with supportive teachers, a keen sense of brotherhood among peers, and consistent engagement …

Dlsu Monthly Report Of The Philippine Economy (July 2025 Report), Jesus Felipe, Mariel Monica Sauler, Gerome Vedeja, Clarence Gabriel Romero Fernandez

Angelo King Institute for Economic and Business Studies (AKI)

No abstract provided.

Histopathological Features Of Gastrointestinal And Pancreatic Neuroendocrine Neoplasms: An 11-Year Retrospective Study From A Tertiary Center In Saudi Arabia, Rana Y. Bokhary

Saudi Medical Journal

ABSTRACT Objectives: To evaluate the clinicopathological features of gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs) over 11 years at a single tertiary institution in Saudi Arabia. Methods: In a retrospective review, data from 71 patients diagnosed with GEP-NEN, at a tertiary academic center in Jeddah, Saudi Arabia, between January 2014 to December 2024, were analyzed for demographics, clinical presentation, tumor location, size, pathology, grade, and immunohistochemistry. The statistical analyses included Chi-square, Mann-Whitney-U, and Spearman’s correlation tests. Results: The cohort had a mean age of 54.9±15.1 years and comprised 62% males. Most tumors originated in the foregut (62.0%) and were unifocal (83.1%). Abdominal pain …

Spiritual Practices In Survivor Care: A Qualitative Analysis Of Christian Faith-Based Shelters And Survivor Well-Being, Jeanne L. Allert

Dignity: A Journal of Analysis of Exploitation and Violence

Christian faith-based organizations constituted a significant proportion of shelter programs for survivors of sex trafficking in the United States, with an estimated 63% identifying as Christian-affiliated (Institute for Survivor Care, 2024). Despite their prevalence, such programs often elicited skepticism due to the rise of secularism (Pew Research, 2022) and concerns that spiritual programming might retraumatize survivors (Ahrens et al., 2010; Hodge, 2020). However, Ahrens et al. (2010) and Hodge (2020) also found that religious practices can be helpful. This qualitative study employed a trauma-informed, descriptive survey design to explore the experiences of 158 trafficking survivors, who had either resided in …

Two Essays In Finance: Can Machines Better Predict Insider Trading? And Csr And Firm Value Following Dividend Cuts: International Evidence, Solmaz Batebi

Theses and Dissertations

This dissertation consists of two essays. In the first paper, I find that machine learning (ML) models predict the likelihood and magnitude of insider trading significantly better than linear models such as OLS and logistic regression. I use ML models, including LASSO, Random Forest, and eXtreme Gradient Boosting, optimizing model parameters through Bayesian hyperparameter tuning to identify the best configuration. Additionally, I apply SHAP values to better understand the determinants of insider trading. I also use Gaussian Thompson Sampling (GTS) to explore the sources of insiders’ market-timing capabilities. I find that ML models can boost the R² for models predicting …

Electrocatalytic Degradation Of Methylene Blue Using Graphene Oxide, Antimony Oxide, And Graphene Oxide-Supported Antimony Oxide Ink-Based Electrodes, Maria Irene Myers Armas

Theses and Dissertations

This study investigates the electrocatalytic degradation of methylene blue (MB) using copper mesh electrodes coated with graphene oxide (GO), antimony oxide (Sb₂O₃), and their composite (GO/Sb₂O₃). These materials were evaluated across a pH range of 2 to 8 using sodium sulfate as the supporting electrolyte. UV-Vis spectroscopy at 665 nm confirmed dye degradation, with removal efficiencies reaching up to 95% at pH 2. However, degradation decreased at higher pH, with 40 – 60% removal at pH 8, depending on the electrode. Kinetic analyses revealed optimum performance under acidic conditions. GO/Sb₂O₃ electrodes demonstrated the most consistent and effective performance across all …

Foxo Factors’ Ability In Binding To And Inducing Tcf7 In Glioblastoma Cells, Stephanie Oyervides

Theses and Dissertations

Glioblastoma Multiforme (GBM) is an aggressive astrocytoma tumor type with a poor prognosis and limited immunotherapeutic options for those inflicted. Stem gene expression of this cancer indicates a direct relationship with the transcription factors, Forkhead box subfamily O (FOXO-1, -3 and - 4). These transcription factors are evolutionarily conserved, partially redundant. They are involved in diverse and fundamental biological processes such as cell survival, stem cell homeostasis, cell fate determination, cell cycle maintenance, metabolism, and apoptosis. Increasing evidence suggests interconnectivity between the WNT Pathway and FOXO transcription factors; however, the mechanism and full extent to which these interactions play a …

Oxytocin As A Possible Vegf Inhibitor For Treatment Of Diabetic Retinopathy, Daira Yepez

Theses and Dissertations

Diabetic retinopathy (DR) is a major complication of diabetes and a leading cause of vision loss largely driven by the overexpression of vascular endothelial growth factor (VEGF), which promotes neovascularization and vascular permeability in the retina. Current treatments, primarily anti-VEGF injections, inhibit the effects of VEGF once it has been secreted but can be ineffective in a certain subset of patients. Recent studies suggest that oxytocin (OXT), a neuropeptide mainly known for its roles in reproduction and social bonding, may downregulate VEGF expression. This study aimed to investigate whether OXT influences VEGF secretion in the human retinal pigment epithelial (RPE) …

Profile Of Trna-Derived Short Non-Coding Rnas During Monocyte Differentiation And Their Role In Macrophage Survival, Anahita Jayaram, Sanjeev Galande, Soroush Sharbati, Deepak A. Deshpande, Phd, Kamlesh Pawar

Center for Translational Medicine Faculty Papers

Monocytes, a type of leukocytes, are key players in immune responses, transitioning to macrophages at infection sites. Differentiation, which is crucial for macrophage survival and resistance to apoptosis, is a tightly regulated process. Based on our earlier findings implicating the 5'-fragment of tRNAHisGUG (5'-HisGUG) in macrophage biology, we specifically focused on these fragments to investigate its regulation during monocyte-to-macrophage differentiation and its role in macrophage survival. We performed small RNA sequencing during monocyte-to-macrophage differentiation using THP-1 cells and identified 5'-HisGUG as a prominently regulated tDR. Notably, transfection of 5'-HisGUG in macrophages decreased survival under apoptotic stress. We propose that 5'-HisGUG …

July 2025, Swosu Rural Health Center

RURAL ROCKS

July 2025 Rural Rocks

• Three Ways Tech Can Help
• Can a Face Mask Diagnose Kidney Disease?
• EXTRA - Chronic Kidney Disease
• Pharmacy Technicians as Community Health Workers Pilot Program in Oklahoma

The Fiscal Deficit And National Debt: Can We Get It Right Once And For All?, Jesus Felipe, Mariel Monica Sauler

Angelo King Institute for Economic and Business Studies (AKI)

No abstract provided.

Nantucket Eelgrass Management Plan, Kimberly Starbuck, Kristin Uiterwyk, Shannon Hogan

Urban Harbors Institute Publications

Eelgrass is a critical component of our coastal ecosystem, supporting marine biodiversity, improving water quality, and helping to stabilize the shoreline. This planning effort aims to support the long-term health and sustainability of eelgrass habitats in our local waters.

Eelgrass (Zostera marina L.) is a subtidal seagrass found on both the east and west coasts of North America. Over the last 40 years, eelgrass has declined worldwide as a result of increased turbidity, algal blooms, physical disturbances, disease, and a host of other stressors. Specifically, in Massachusetts, the eelgrass population has declined approximately 50% in the last 30 …

L-Quebrachitol Modulates The Anti-Convulsant Effects Of Carbamazepine Possibly Through Voltage-Gated Sodium Channel Blocking Mechanism In Chicks: In Vivo And In Silico Studies, Asifa Asrafi, Mohammad Aslam, Ali G. Alkhathami, Md. Sakib Hossain, Imam Hossen Rakib, Md. Sakib Al Hasan, Feroz Khan Nun, Md. Faisal Amin, Muhammad Torequl Islam

School of Integrative Biological & Chemical Sciences Faculty Publications

Introduction: L-Quebrachitol (LQB), a naturally occurring bioactive compound, exhibits anti-inflammatory, anti-oxidant, anti-cancer, and anti-diabetic properties. However, its therapeutic potential in convulsant management remains largely unexplored. The objective of this study was to investigate the anticonvulsant effects of LQB in an In Vivo model and to examine its molecular interactions via In Silico docking simulations.

Methods: In the In Vivo study, pentylenetetrazol (PTZ) was administered intraperitoneally (i.p.) at 80 mg/kg to induce convulsions, and the test animals were treated orally with three doses of LQB (1, 5, and 10 mg/kg), with carbamazepine (CBZ) at 80 mg/kg as a standard drug.

Results: …

Assessment Of Preoperative Factors In Relation With Difficulty Of Laparoscopic Cholecystectomy, Ahmed Nayyef, Hayder Alkawaz

Iraqi Postgraduate Medical Journal

IntroductionLaparoscopic cholecystectomy is the gold standard for treatment of gallbladder diseases It is relatively a simple and quick procedure, but it can be difficult, and needs special instruments and an experienced surgeon. Moreover, in specific situations, conversion from laparoscopic to open approach is still required. However, identifying the preoperative patient-related factors, and anticipating the need to convert from laparoscopic cholecystectomy to open surgery can help identifying high-risk patients and redefine the surgical strategy needed Aim:Assessing laparoscopic cholecystectomies, by identifying the preoperative factors that predict the difficulty of laparoscopic cholecystectomy.Patients and MethodA prospective cross-sectional study conducted in Al Yarmouk Teaching Hospital …

Varied Legal Parameters Shape Fiduciaries’ Ability To Act On Climate Risk, Cynthia Hanawalt, Andy Fitch

Sabin Center for Climate Change Law

Commentators who advocate either for or against corporate and asset managers addressing climate risks often refer to “fiduciary duty” as justification for their claims. Yet no field of corporate or asset management actually imposes one standalone fiduciary duty. Nor do any two business-law fields impose the same fiduciary regime. Instead, these fields adopt differing arrays of fiduciary duties to address various types of relationships, comprising a different blend of affirmative obligations and/or prohibitions, assessed with different degrees of strictness by enforcers and courts. As a result, overgeneralizations about fiduciaries’ duty in all business-law contexts tend to further obscure what a …

Mutualistas: La Sociedad Auxiliar De Mutua Beneficiaria, Antonito Colorado, 1937-1994, José A. Rivera Ph.D

Faculty Publications

Mutual Aid Societies proliferated in the American Southwest during a period of rapid social change, 1880-1930. In Hispanic towns, these societies were referred to as mutualistas, with a large number concentrated in the San Luis Valley of Colorado and rural counties of northcentral New Mexico. One of the men’s organizations, La Sociedad Protección Mutua de Trabajadores Unidos (SPMDTU), started in Antonito, Colorado, and quickly spread to other communities of southern Colorado and northern New Mexico and eventually to a few mining towns in Utah. With a tri-state model in place, women formed their own mutual protection societies: Sociedad Protectora …

The Relationships Between Expectancy-Value Beliefs, Communal Value Beliefs, Family Identity, And Academic Persistence Among First- And Continuing-Generation College Students, Douglas W. Snuffer

STEMPS Theses & Dissertations

First-generation college students (students for whom neither parent has a 4-year college degree) have lower college graduation rates than their continuing-generation peers (Cahalan et al., 2021; Fry, 2021). First-generation students may experience barriers to higher education, leading to lower levels of academic achievement motivation for college. Two of these barriers may include 1) cultural mismatch (Stephens, Fryberg, et al., 2012) with colleges via communal value (a value set that emphasizes community and family over the self) and 2) a strong sense of family identity, which lends itself to perceived family obligations (Fuligni et al., 2007). To examine the relationships between …

Returning To Nature: A Virtue-Based Approach To Urban Sustainability, Liam A. L. Cormack

Cities and the Environment (CATE)

This paper advocates for a pragmatic and virtue-ethics-based approach to urban sustainability initiatives that prioritizes the consideration of moral responsibility. Looking at literature on rewilding, this paper argues that the principle of ecophronesis, and the larger discipline of ecopracticology, offers a compelling framework for integrating diverse opinions on the future of conservation from different disciplines and ecological stakeholders. Ultimately, an ecophronetic approach to urban sustainability initiatives facilitates a sense of conceptual rewilding that disregards the nature-culture dualism paradigm limiting Western environmental thought and may help address the perceived alienation from nature characterized by nature-deficit disorder.

Towards Accountability: A Primer On The Space Debris Problem And An Overview Of The Legal Issues Surrounding It, William Schonberg

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Since 1957, the near-Earth population of trackable space objects has grown in number to over 36,000. Of these 36,000+ trackable objects now in low Earth orbit, just a few thousand are working spacecraft. The rest are Earth-orbiting objects which are no longer operational and are considered to be space junk. Because this junk can no longer receive maneuvering commands from its Earth-based owners, the survivability of other spacecraft traveling through or operating in Earth orbit can be jeopardized by the impacts of any number of pieces of this space junk, whose origins can usually be traced back to defunct satellites. …

Ihpp 2024 Annual Report, Institute For Health Policy And Practice

All Materials

No abstract provided.

Do-Reflect-Apply In The Showring, Hannah Majewski

UNH Cooperative Extension

4-H uses the “Experiential Learning Model” as a way to create high quality youth programs. This model, commonly known as “Do-Reflect-Apply” focuses not only on the particular 4-H experience, but also how youth are interpreting their learning, and if they can apply it to real world scenarios. In the context of the showring, the goal is for youth to dive into their animal projects and learn about industry standards with agriculture, while also developing into capable young adults.

Focus On Wildlife Swifts & Swallows Of Nh, Haley Andreozzi, Pam Hunt

UNH Cooperative Extension

No abstract provided.

Bitter Rot [Fact Sheet], Liza Degenring

UNH Cooperative Extension

No abstract provided.

Carroll County Food Access Network Resource List, Mikayla Cerney

UNH Cooperative Extension

No abstract provided.

Personal Protective Equipment (Ppe) For Pesticide Use, Rachel Maccini

UNH Cooperative Extension

No abstract provided.

From Palimpsest To Prompt: Rewriting Shakespeare, Creative Authorship, And The Generative Logics Of Large Language Models In Contemporary Theatre, Michael Harding, James Hutson

Faculty Scholarship

This article examines the convergence of creative authorship, adaptation, and generative artificial intelligence within contemporary theatre, taking Michael Harding‘s Awake, Young King as a central case study. Through the rewriting of Shakespearean drama, Harding‘s creative process demonstrates how theatrical meaning emerges through ongoing negotiation among playwright, performer, and audience, with scripts historically subject to revision, improvisation, and reinterpretation. Concerns regarding copyright, intellectual property, and the role of AI in the performing arts are reframed as extensions of enduring debates over originality and authorship, rather than novel threats. Tracing the evolution from The Rise of James VI to Awake, Young King, …

Unraveling Nonperturbative Qcd With Transverse Momentum Hadronic Structures, Tommaso Rainaldi

Physics Theses & Dissertations

The main purpose of this thesis is to investigate the theoretical foundations of the factorization theorems that involve transverse quark and gluon momentum distributions, and to better understand the interface between foundational questions and phenomenological applications. Many of these applications involve using transverse parton momentum dependent (TMD) correlation functions as tools for probing the complex nonperturbative structures of the hadrons.

We first introduce the concepts of collinear and TMD factorization in a toy-model theory and, by leveraging the comparative simplicity of such a model, we test the range of validity and limitations of the factorization approach. At the same time, …