Digital Commons Network^™

Towards Automated Assessment Of Students Self-Explanations In Code Comprehension, Jeevan Chapagain

Electronic Theses and Dissertations Archive

The field of computer science faces a significant challenge in meeting the growing demand for skilled graduates, despite increasing interest in CS education. A persistent gap between supply and demand is partly attributed to high attrition rates of 30-40% (or higher) in introductory CS courses (CS1 and CS2). While various interventions have been proposed, the scalable assessment of students’ understanding of programming concepts remains a critical challenge, particularly in the context of code comprehension exercises. This dissertation addresses the challenge of automated assessment in code comprehension by developing and evaluating novel approaches for analyzing students’ self-explanations of program code. We …

Development Of A Framework For Identifying Asphalt Pavement Cracking Distresses Using Machine Learning, Dingxin Cheng

Mineta Transportation Institute

Asphalt pavement cracking is one of the most critical distresses affecting pavement performance and service life. When pavement deteriorates, it can lead to safety hazards, higher vehicle maintenance costs, and expensive repairs for cities and states—making early detection essential for everyone who relies on the roadway system. To address this challenge, the research team developed a prototype cracking identification system that integrates a customized machine learning model with computer vision algorithms. High-resolution images collected from drones or ground-based cameras are processed within the system to automatically detect and classify major cracking types. The core of the framework utilizes the You …

Soft Skills For Medical Physicists: Evolving A Profession., Tomas Kron, Julie Raffi, Shada Wadi-Ramahi, Abdelkader Toutaoui, Bilal Jalal, Peter A Sandwall, Graciela Velez, Dario Sanz, Godfrey Azangwe

Oncology Articles

PURPOSE: Medical physicists are essential healthcare professionals who bridge the gap between technology and patient care, particularly in radiation oncology and medical imaging. With the profession expanding its clinical and global roles, the need for competencies beyond technical expertise-such as communication, leadership, and cultural awareness-is increasingly evident. These competencies, commonly referred to as soft skills, are critical for patient-centered care but remain insufficiently integrated into formal education and training pathways. The aim of the present work was to identify soft skills relevant to medical physics practice and investigate where in a career they are acquired and used.

METHODS: This paper …

Comparative Judicial Enforcement, Rosa Hayes, Angela Hefti

Washington Law Review

Almost immediately upon his second inauguration, President Trump took several actions that subvert longstanding norms, contravene long-settled Supreme Court precedent, and disrespect the authority of the coordinate branches to check executive branch excess. The Administration’s actions pose both immediate and long-term challenges to the American constitutional order, with many scholars and citizens believing that the United States is in the midst of a constitutional crisis. At minimum, the Trump Administration’s actions have illuminated sticking points in both functionalist and formalist conceptions of the separation of powers. For this model of shared but distributed power to function, each branch must give …

A Right Without A Remedy: The Court’S Failure To Quantify The Agua Caliente’S Federal Reserved Water Rights, Lauren Block

Washington Law Review

The Agua Caliente Band of Cahuilla Indians has inhabited the Coachella Valley region since time immemorial. Through a series of 1870s executive orders, the United States government reserved land for the Tribe to establish a permanent home within the bounds of their ancestral homeland. Underlying this permanent home is the Coachella Valley aquifer, a groundwater source that has been in a continuous state of overdraft for decades. Against the backdrop of climate change, water scarcity, and other concerns, the Tribe sued Coachella Valley’s water management agencies in 2013, alleging the Tribe owned a portion of the water in the aquifer …

"Not A Textbook, But... ": Political Theory And The Biblical Narrative, Richard Mouw

Pro Rege

No abstract provided.

Tempest-Tossed: 50 Years Later, Carl P. Fictorie

Pro Rege

No abstract provided.

Law Firm Silence, Katrina Lee

Fordham Law Review

No abstract provided.

The Illusion Of Causality In Llms: A Developmentally Grounded Analysis Of Semantic Scaffolding And Benchmark–Capability Mismatches, Daisuke Akiba

Publications and Research

Recent benchmarks increasingly report that large language models (LLMs) exhibit human-like causal reasoning abilities, including counterfactual inference and intervention planning. However, many such evaluations rely on domains that are heavily represented in training data and embed strong semantic cues, raising the possibility that apparent causal competence may reflect semantic pattern recombination rather than structure-sensitive causal reasoning. Drawing on human developmental theories of causal induction, this perspective argues that genuine causal understanding requires robustness to novelty and reliance on conditional structure rather than semantic familiarity. To illustrate the testability of this claim, the paper includes a pilot demonstration using synthetic causal …

Cataclysm Within The Court: The Bosnian Genocide Case And Its Implications On Historical Understanding Of Calamity, Alexandria Currier

The Kennesaw Journal of Undergraduate Research

The Bosnian Genocide remains one of the most challenging cases within the history of modern conflict and calamity. As the first occurrence in which the International Court of Justice applied the Convention on the Prevention and Punishment of the Crime of Genocide to a state, the International Court of Justice's legal proceedings on the Bosnian Genocide set a new standard for the obligations of the international community to act in the occurrence of genocide. This research aims to clarify the nature of the 1992-1995 conflict between the nations of Serbia-Montenegro and Bosnia-Herzegovina using primary source documentation, modern commentary, and the …

In The Miery Swamp: Metacomet And Memory, Allison Rose, Marianne Holdzkom

The Kennesaw Journal of Undergraduate Research

Abstract for “In the Miery Swamp: Metacomet and Memory”, written by Allison Rose and sponsored by Dr. Marianne Holdzkom

Memorials have become omnipresent ties to our communal past. Plaques and dedications materialize in our town squares. Statues loom over our city parks. Monuments tower over our cemeteries. A large issue facing public historians today is the disconnect between the original intent of public memorials and the collective representation of diverse histories. “In the Miery Swamp: Metacomet and Memory” addresses how interactions with the public alter and transform four public memorials. Through a chronological and historical analysis of four monuments to …

Accountability For Unlawful Actions By Ice In Minnesota, Luisalfredo Garcia, Ore-Ofe Oluwajobi, Gabriela Passmore, Mariah Wabasha

Master of Social Work Student Policy Advocacy Briefs

Immigration enforcement actions have escalated since December 2025 under “Operation Metro Surge”, with deployment of 4,000 ICE agents to the Twin Cities and rural Minnesota. ICE occupation within Minnesota has included an unprecedented number of people, both documented and undocumented, who have been detained by ICE agents and unlawful actions by ICE. With federal agents disregarding constitutional laws and human rights, there has not been legal accountability or consequences for the traumatic incidents inflicted on Minnesota by Department of Homeland Security. Policy oversight must be implemented to ensure proper accountability for illegal or unjust actions.

Constitutional Structure And Election Law, Manoj Mate

William & Mary Bill of Rights Journal

Since Bush v. Gore, scholarship on election law has centered on a theoretical debate between rights-based and structural theory approaches, and the appropriate role and scope of judicial intervention in election law cases. However, these debates have not fully assessed the degree to which the Court’s approach to constitutional structure has fundamentally reshaped election law. Over the past two decades, the Court has increasingly emphasized the importance of constitutional structure-based approaches in election law cases.

This Article analyzes these dynamics and advances a typology of constitutional structure-based approaches in election law. Drawing on scholarship on modalities of interpretation and …

Less Fisher More Doe: Non-Testimonial Mental Content And A New Rule For Unlocking Digital Devices, Jordan Wallace-Wolf

William & Mary Bill of Rights Journal

Roughly fifteen years ago, courts started to regularly confront a fact pattern that I refer to as the unlocking scenario. In this kind of case, the government seeks evidence on a criminal defendant’s digital device, but it cannot access it due to a sufficiently strong system of password protection or encryption. May the government compel the defendant to unlock the device, or would this compulsion make the defendant “a witness against himself”?

Courts gave different answers to this question right from the start, but their answers have started to diverge even more markedly in recent years, notwithstanding two formative papers …

Table Of Contents (V. 34, No. 3)

William & Mary Bill of Rights Journal

No abstract provided.

Free Speech Trapped In Amber: The Rise Of The 'History And Tradition' Test, From Unregulated Guns To Highly Regulated Speech, Matthew D. Bunker, Emily Erickson

William & Mary Bill of Rights Journal

An insidious virus appears poised to invade First Amendment free speech doctrine. “History and tradition,” a deeply flawed variant of originalism, threatens to transform speech law from a rational enterprise, employing tiers of scrutiny to evaluate potential infringements on speech, to a random scavenger hunt through the distant past that could upend numerous vital First Amendment principles.

Traditionalism’s ascendence to the forefront of history-centric constitutional interpretation was heralded in three dramatic cases decided at the end of the U.S. Supreme Court’s October 2021 term. New York State Rifle & Pistol Ass’n v. Bruen elicited particular concern among First Amendment scholars, …

Inequality As Market Failure, Erick J. Sam

William & Mary Bill of Rights Journal

This Article explores economic, philosophical, and legal relationships between economic inequality and market failure, and it draws on these linkages to develop an innovative normative justification and alternative constitutional basis for a levy on wealth.

The Article’s central analytic result is that several general mechanisms responsible for common market failures can also systematically produce economic inequalities whenever preferences against extreme inequality are fairly widespread. Because these mechanisms satisfy both the ‘process-based’ and ‘outcome-based’ criteria of market failure, redistributive transfers designed to reduce these inequalities would be normatively justified under the widely accepted market failure theory of government action. On this …

Does Article I Of The Constitution Prohibit The States From Creating Their Own Cryptocurrencies?, Kevin Fontenot

William & Mary Bill of Rights Journal

The market for cryptocurrency (crypto) has exploded in size since the first cryptocurrency, Bitcoin, was created in 2009. As of September 4, 2024, the value of all existing cryptocurrency was $2.02 trillion. On November 14, 2024, this value reached a high of $3.2 trillion, apparently in response to the election of pro-crypto President Donald Trump. Despite the fact that cryptocurrencies have been at the forefront of many high profile scandals, consumers still flock to them. For example, celebrities including Hailey Welch (colloquially known as “Hawk Tuah girl”), Logan Paul, and Jason Derulo have been criticized for allegedly goading consumers into …

Confronting Imitation: Questioning Fair Use After Warhol, Genevieve Stegner-Freitag

William & Mary Bill of Rights Journal

The Constitution’s Intellectual Property Clause (IP Clause) contains a mandated goal of “progress” for copyright. Efforts to address what progress means move between some understanding it to be a specific Enlightenment-oriented term, progress as a forward-moving, Judeo-Christian ideal, to others viewing the term as strictly economic, understanding the goal of copyright is to get as many different products in the market as possible. Defining what progress means in copyright law is a necessary step, as courts are increasingly considering market forces in granting or denying authorial property rights. This Note addresses what progress means, how imitative art factors in, and …

Beyond Equality To Belonging: The Missing Value In Equal Protection Law Involving Education, Danieli Evans

Washington Law Review

Belonging is a fundamental need without which people cannot function optimally. Accordingly, school belonging—students’ perceptions of mattering or feeling cared about, accepted, respected and valued by faculty, staff, and peers—impacts students’ well-being, academic motivation and outcomes.

Equal Protection jurisprudence governing education largely overlooks the value of school belonging. Instead, it centers on a formal conception of equality, or an “anti-classification” principle, which essentially prohibits purposeful discrimination based on a fixed set of suspect traits. This formalistic “anti-classification” approach permits many policies and practices that undermine students’ sense of school belonging and inhibits schools from taking certain measures to foster belonging. …

Farmers’ Perspectives Toward Organizing A Cotton Producers’ Union In Şanlıurfa, Türkiye, Ismail Efe, Mehmet Cançelik, Mehmet Reşit Sevinç

The Philippine Agricultural Scientist

This study examines the attitudes of cotton producers in Şanlıurfa toward establishing a producers’ union to address structural challenges in Türkiye’s leading cotton production region. Şanlıurfa contributes approximately 40% of Türkiye’s cotton output, yet lacks organizational frameworks for its nearly 20,000 producers who face significant risks including price volatility, high input costs, and limited market access. The research utilized primary data collected through face-to-face surveys with 165 cotton producers selected via convenience sampling. Data analysis employed descriptive statistics, exploratory factor analysis using Principal Component Analysis (PCA), independent samples t-tests, and one-way ANOVA. The findings revealed a significant paradox: while producers …

Take Flight With Languages, Paula Garrett-Rucks, Christiane Fäcke

Dimensions

T his article attempts to bridge language education fields from Europe and the United States by sharing language learning terms, concepts, and teaching and learning theories and practices across the Atlantic in response to the call for papers for the 2026 Dimensions special issue on Plurilingual Education. In order to situate the ways in which the instructional materials, resources, and practices for plurilingual language learning that are described by European contributing authors to the special issue might look across contexts, this article addresses both European and U.S. unique linguistic landscapes and social contexts, societal norms and expectations toward speaking more …

Awakening To Languages: Preparing A Peaceful Multilingual World, Michel Candelier, Jean François De Pietro

Dimensions

Awakening to Languages (AtL) is a teaching approach that proposes multilingual activities and accompanies language teaching to foster the learners’ awareness of and openness to multilingualism, while increasing their reflexive metalinguistic abilities. In this article, we describe ATL as a component of Didactics of Plurilingualism (DP) and its main aims and characteristics which will be illustrated through multiple examples of activities and teaching materials. We further discuss the reported effects of AtL on learners, teachers, and parents, followed by current trends in integrating AtL in schools. We then turn to a comparison of core concepts of AtL and DP to …

Democratizing Knowledge In Plurilingual Education, Angelica Galante, Yunjia Xie

Dimensions

T his article reports efforts to mobilize and democratize research-informed knowledge and resources for plurilingual education through the Plurilingual Lab, a research laboratory based in Canada. Situated in the highly multilingual city of Montreal, Quebec, the Lab showcases findings from research on plurilingual education and fosters collaborative knowledge mobilization among researchers and educators. Grounded in principles of equity, diversity, inclusion, and decoloniality (EDID), the Plurilingual Lab’s initiatives seek to advance and inform both plurilingual research and pedagogical practices. Moreover, by making resources openly accessible, the Lab helps democratize knowledge production and dissemination, extending its reach to communities that might otherwise …

Stop Ice: A Call For Accountability, Em Hodge, Kathryn Petzel, Elizabeth Spiegelhoff, Zoe Wetzel

Master of Social Work Student Policy Advocacy Briefs

Since the beginning of the second Trump Administration in 2025, Immigration & Customs Enforcement (ICE) has increased their activity in conducting operations to deport immigrants and citizens. Immigration and Customs Enforcement (ICE) recorded nearly 220,000 arrests from October 15th, 2025, through January 20th, 2026. The types of people being detained have almost exclusively been people with no criminal conviction (96.9%) compared to those with a criminal conviction (3.1%). With the increased deportations and killings of citizens such as Renee Nicole Good and Alex Pretti by the hands of ICE officers in Minnesota, action, protections, and accountability is needed more than …

Engendering Human Rights Through Clinical Legal Education, Caroline S. Bettinger-Lopez

UMKC Law Review

No abstract provided.

Engendering Authority: Social Movements, Legitimacy, And Gender, Judith Resnik

UMKC Law Review

No abstract provided.

Sex, Gender, And The Blogosphere: Looking Back At The Feminist Law Professors Blog, 2006-2024, Bridget J. Crawford

UMKC Law Review

The Feminist Law Professors blog began in 2006 as a modest effort to make feminist legal scholars more visible to one another and to the broader world. What emerged from this effort was a dynamic, collectively imagined space that bore witness to generational shifts in feminist legal thought, the rise and fall of blogging culture, and the enduring challenges of feminist community-building. This Essay reflects on the origins, evolution, and legacies of the Feminist Law Professors blog, situating it within its legal, cultural, and technological moments. It also offers my reflections—as one of two blog editors—on the risks and rewards …

The Future Of Working Families In A Riven Political And Moral Economy, Deborah Dinner

UMKC Law Review

No abstract provided.

Glass Cliff Off An Ivory Tower, Katharine Traylor Schaffzin, Katie Kempner

UMKC Law Review

No abstract provided.