Digital Commons Network^™

"Women’S Language" In Supreme Court Oral Arguments, Carolina Nunez, Lucy Williams, David Wingate, Aerin Christensen, Anna Mae Walker

University of Colorado Law Review

No abstract provided.

Assuming Accent: Recognizing The Intersection Of Race And National Origin In Title Vii Discrimination, Eun Hee Han

University of Colorado Law Review

No abstract provided.

Aggregation At The Bottom, Seema Tahir Saifee

University of Colorado Law Review

No abstract provided.

Understanding Adaptation, Resilience, And Thriving Among Vietnamese Catholic Missionary Sisters In The United States Through The Lens Of Traditions, Transitions, And Leadership, Huyen T. Nguyen

Educational and Organizational Learning and Leadership Dissertations

While the presence of international Catholic Sisters serving in the United States has grown (Johnson et al., 2019), the lived experiences of Vietnamese Catholic Missionary Sisters remain largely absent from the scholarly literature. Addressing this gap, this qualitative study examined adaptation, resilience, and thriving among the Sisters serving in the United States by centering their voices through in-depth narratives. Their experiences were interpreted through Social Identity Theory, Servant Leadership, and Transformational Leadership Theory within the context of Vietnamese Catholicism and the charism of the Lovers of the Holy Cross. Data were collected through semi-structured interviews with 10 Sisters ministering in …

Improving Efficiency In Noma Schemes Having Inter-User Interference Using Mechanism Design, Zory Marantz

Publications and Research

Modern wireless systems utilize non-orthogonal multiple access to increase their rate capacities; however, the efficiency of the individual utility defined in bits per Joule has yet to be considered. Multiple variations of non-orthogonal multiple access have the interference of the signal-to-interference-plus-noise ratio as a function of the received power from multiple other users due to code implementations that are non-orthogonal or non-ideal cancellation in successive-interference-cancellation methods. Game theoretic concepts are used to improve user bits-per-Joule performance. Previous solutions increment transmit power and are not based on closed form systematic methods. The mechanism design presented here led to a non-cooperative Nash …

Muinji’J Asks Why (2022) By Shanika Maceachern And Breighlynn Maceachern, Maughn Rollins Gregory

Picture Books

In the nineteenth and twentieth centuries American and Canadian government agencies and Christian churches established Indian residential schools where hundreds of thousands of children were “reeducated” in English and Christianity. They were not allowed to use their native languages or given names, to practice their religions, or to communicate with their siblings or parents. They were made to work in crop fields, kitchens, laundries, and industrial workshops. Many were physically and sexually abused. Many never saw their families again. The nine picture books reviewed here are accounts of survivors of residential schools from eight different Indigenous nations. In addition to …

Internationalization Struggles And Student Mobility: Ethnic Exclusion And Racism In Philippine Higher Education, Yasmin Y. Ortiga

Research Collection School of Social Sciences

There is an extensive literature on student mobility that seeks to understand the nature of, rationales for and consequences of internationalisation in higher education. This scholarship primarily focusses on students studying in the ‘west’. This paper shows how ‘atypical’ student destinations also illuminate the contradictions of internationalisation, revealing the challenges faced by higher education settings beyond academic centres in the west. Drawing on the case of the Philippines, I discuss how private universities actively recruited international students to maximise profits from student tuition. Yet, these efforts led to a backlash among Filipino educators and students, prompting administrators to institute policies …

Auseinandersetzung: Heidegger's Black Notebooks And Intercultural Engagement, Steven Burik

Research Collection School of Social Sciences

Heidegger’s relation to Asian philosophy should be guided by the notion of Auseinandersetzung. Often translated as con-frontation, this term plays a pivotal role in understanding Heidegger’s engagements with Asian philosophy. Auseinandersetzung (and related terms) can help us realise the changed perspectives on our own thinking that we derive from engagements with culturally and/or historically other types of thinking. Heidegger warns us against facile endeavours of comparing and contrasting, which, as a form of comparative philosophy, he sees as a kind of dialectics unworthy of true thinking. Thinking through the term Auseinandersetzung allows us to reflect more meaningfully on comparative philosophy.

Thinkmatter: Panoramic-Aware Instructional Semantics For Monocular Vision-And-Language Navigation, Guangzhao Dai, Shuo Wang, Hao Zhao, Bin Zhu, Qianru Sun, Xiangbo Shu

Research Collection School Of Computing and Information Systems

Vision-and-Language Navigation in continuous environments (VLN-CE) requires an embodied robot to navigate the target destination following the natural language instruction. Most existing methods use panoramic RGB-D cameras for 360° observation of environments. However, these methods struggle in real-world applications because of the higher cost of panoramic RGB-D cameras. This paper studies a low-cost and practical VLN-CE setting, e.g., using monocular cameras of limited field of view, which means “Look Less” for visual observations and environment semantics. In this paper, we propose a ThinkMatter framework for monocular VLN-CE, where we motivate monocular robots to “Think More” by 1) generating novel views …

Memoryart: Enhancing Llms Via Multi-Memory Models With Adaptive Resonance Theory For Healthcare Agents, Renke Dai, Hebin Hu, Jiahui Zhang, Yilin Kang, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Though promising in healthcare consultation applications, large language models (LLMs) face critical limitations in retaining and utilizing long-term memory across multiturn interactions. In particular, existing memory enhancing paradigms are constrained by limited context windows and embedding-based retrieval, often failing to maintain task relevance and still suffering from memory prototype collapse in multi-turn healthcare consultation. To address these challenges, we propose a cognitively-inspired memory framework named MemoryART, which is grounded in Adaptive Resonance Theory (ART)—a cognitive and learning theory of how humans and animals adapt to dynamic environments. MemoryART employs three memory modules—working memory, episodic memory, and semantic memory to support …

Clique Annealing: Semi-Supervised Community Detection Under Crystallization Kinetics, Ling Cheng, Jiashu Pu, Ruicheng Liang, Qian Shao, Hezhe Qiao, Feida Zhu

Research Collection School Of Computing and Information Systems

Semi-supervised community detection seeks to find a specified community type when only few communities are labeled. Existing "select-then-refine" pipelines often start from mis-aligned cores and rely on Reinforcement-Learning or Generative Adversarial Network, increasing computational cost and limiting scalability. We address these issues with a unified energy framework under crystallization kinetics that jointly models energy, structure, and growth. Based on this perspective, we propose CLique ANNealing (CLANN), which first employs Nucleus Proposer to select candidate clique as community core under four physics-inspired criteria. A learning-free Transitive Annealer then iteratively merges neighboring cliques and repositions the nucleus, enabling spontaneous, scalable community growth. …

Potent But Stealthy: Rethink Profile Pollution Against Sequential Recommendation Via Bi-Level Constrained Reinforcement Paradigm, Jiajie Su, Zihan Nan, Yunshan Ma, Xiaobo Xia, Xiaohua Feng, Weiming Liu, Xiang Chen, Xiaolin Zheng, Chaochao Chen

Research Collection School Of Computing and Information Systems

Sequential Recommenders, which exploit dynamic user intents through interaction sequences, are vulnerable to adversarial attacks. While existing attacks primarily rely on data poisoning, they require large-scale user access or fake profiles, thus lacking practicality. In this paper, we focus on the Profile Pollution Attack that subtly contaminates partial user interactions to induce targeted mispredictions. Previous PPA methods suffer from two limitations, i.e., i) overreliance on sequence horizon impact restricts fine-grained perturbations on item transitions, and ii) holistic modifications cause detectable distribution shifts. To address these challenges, we propose a constrained reinforcement driven attack CREAT that synergizes a bi-level optimization framework …

Prosocial Ceos And Accounting Manipulation, Mei Feng, Weili Ge, Zhejia Ling, Wei Ting Loh

Research Collection School Of Accountancy

This paper examines the association between chief executive officers’ (CEOs’) prosocial tendency and their firms’ likelihood of accounting manipulation. We measure CEOs’ prosocial tendency based on their involvement with charitable organizations. We find that prosocial CEOs are less likely to engage in accounting manipulation, as proxied by material non-reliance restatements and SEC or DOJ enforcement actions. The effect is more pronounced when CEOs are involved with charities that directly aim to improve the welfare of others and when they face stronger incentives to misreport. These results continue to hold in analyses of changes in CEOs’ prosocial tendency around turnover events. …

Understanding The Flow: Deconstructing The Link Between Immigrants And Fentanyl, Madeline F. Nesbitt

CMC Senior Theses

This thesis explains how a false link between undocumented immigration and fentanyl becomes widely accepted in the United States. Empirical data show that most fentanyl enters through legal ports of entry and that U.S. citizens account for the majority of those caught transporting it. Why, then, do 41% of Americans attribute overdose deaths to migrants trafficking fentanyl? This project examines how this myth is built, repeated, and sustained, and what policy consequences follow from it.

When complex social problems lack clear culprits, political actors often manufacture them through scapegoating. Current literature documents how political actors link immigrants to drug crimes, …

Cultural Dissonance: Western Hierarchical Structures In Unesco’S Representative List Of The Intangible Cultural Heritage Of Humanity, Chumnan J. Sangsvang Iii

CMC Senior Theses

This paper explores how the heritage ideologies of the academic and legal traditions of the “West” have exerted influence over the modern conception of heritage in order to fulfill their own ideas of value. It uses a combination of anthropological theory, ethnographic research, and international law to analyze this phenomenon, first identifying the theory and history behind culture, heritage, and civilization in international law. The paper then goes on to analyze UNESCO’s ICH designation and the consequences of Western heritage construction from 4 case studies, each variably removed from the West: Cases from Greece, Uruguay, Malawi, and Tonga will identify …

Bitcoin And The American Conflict Over Money And Property, Jacob Smagula

CMC Senior Theses

I argue that Bitcoin is the latest expression of the recurring American conflict over who controls the terms of money and property, and that the political coalition formed around Bitcoin shares the same characteristics as earlier coalitions formed around this struggle. I review three historical cases that each produced a coalition opposing the existing monetary order: the Bank War of the 1830s, the Free Silver movement of the 1890s, and the populist backlash against the Federal Reserve during the 1979 Farm Crisis and the 2008 Great Recession. I find that Bitcoin’s architecture, which allows for self-custody, permissionless access, and an …

Prediction Markets Vs. Sportsbooks: A Comparison Of Nfl Forecast Accuracy, Dylan Cotti

CMC Senior Theses

This paper compares the forecast accuracy of Kalshi, a prediction market, and DraftKings, a sportsbook, using data from 285 NFL games in the 2025-26 season. I collect win probabilities from both platforms at three time points in the week before each game and measure accuracy using the Brier score. I find that Kalshi produces slightly more accurate predictions than DraftKings, but the gap is small and marginally significant. More surprisingly, both platforms become less accurate as the game approaches rather than more accurate. Once I control for differences in how each platform distributes its quoted probabilities, the accuracy gap largely …

Why Dining Out Stayed Cheap In Japan, Taketo Hayashi

CMC Senior Theses

This thesis examines why food-away-from-home inflation in Japan was persistently lower than in the United States from 1995 to 2021 and why this dynamic changed after 2021 during the COVID-19 pandemic. Two structural buffers sustained the divergence: wage stagnation in Japan, which kept restaurant labor costs flat for nearly three decades, and a strong yen, which absorbed global commodity price shocks before they could reach restaurant menus. In 2008, the financial crisis sent food and energy prices skyrocketing. However, even though Japan imports most of its food and energy, the effects from global price increases were due to a strong …

Moving The Goalposts: Saudi Arabia, Football, And The Changing Rules Of Global Legitimacy, Sanskriti S. Kumar

CMC Senior Theses

Most commentary on Gulf state sports investment concludes that sportswashing fails: Saudi Arabia's favorability ratings remain low, its human rights situation has deteriorated, and Western public opinion shows no measurable improvement. This thesis argues that this conclusion applies the wrong standard. Asking whether Saudi Arabia has become more admired misses the more consequential question of whether it has become more accepted, and treating those two outcomes as equivalent produces misleading results. This thesis develops an original Normalization-Attraction Framework to evaluate whether the Saudi Public Investment Fund's October 2021 acquisition of Newcastle United Football Club has generated measurable political returns. The …

By The Light, Desiree Galamgam

CMC Senior Theses

On the island of Helios, the sun god, a water nymph finds comfort tending to the flora along  riverbanks. Clytie avoids her oceanid sisters’ poisonous proclivities. Modeling herself after the sun god’s incessant responsibilities, she spends her existence working. Only taking breaks to perch herself at the top of her alcove’s hill to watch Helios drive his chariot to rise and set the sun, she sees him as the epitome of perfection and freedom.

Her tranquil life is interrupted by the sudden arrival of Helios himself at the footsteps of her isolated cave. Clytie begins to feel new emotions as …

Pesos For Pesos And No One Feels At Home: Gentrification And Displacement In Mexico City, Sophia L. Castellanos

CMC Senior Theses

This thesis investigates how gentrification and displacement have affected Mexico City, providing historical context and reasoning behind current policies for digital nomads and tourists. It examines policies enacted in similar cities such as Barcelona, Amsterdam, and Venice, which face challenges from increased tourism and short-term rentals like Airbnb. The thesis also reviews these regulations, highlighting their successes and limitations, and offers recommendations for integrating some of these strategies into Mexico City’s 2024 Tourism Law. Additionally, it explores public innovation strategies that could promote collaborations between the government and communities rather than complete government control. Finally, the paper discusses the challenges …

Family, Stability, Mentors & Money: Student Definitions Of Success, Arturo Caldera

CMC Senior Theses

This research takes a deep dive into the factors shaping marginalized communities’ educational experiences, particularly for low-income Latino students from migrant backgrounds navigating public schooling spaces. Across sixteen qualitative interviews, participant narratives reveal how a systemic lack of resources at the institutional, interpersonal, and structural levels undermines the quality of support students receive and shapes their academic trajectories. Grounded in student-centered practices and informed by scholarship in multicultural education, Chicanx/Latinx studies, feminism, and psychology, this study contributes to ongoing efforts to move beyond deficit-based frameworks and instead recognize the cultural wealth, knowledge, and resilience students bring from their homes and …

From Statute To Classroom: The Implementation Gap In California's Queer-Relevant Sex Education Policy, Alejandro Quiroz-Novela

CMC Senior Theses

This thesis examines why strong sex education laws do not reliably translate into consistent classroom experiences for LGBTQ+ students. Using a qualitative single-case study of California, it traces the evolution from SB 71 (2003) to the California Healthy Youth Act (CHYA) (2016) and analyzes how mandates move through a decentralized governance chain. Drawing on statutes, legislative records, state guidance, curriculum review tools, advocacy reports, media accounts, and public indicators, the study focuses on implementation mechanisms rather than estimating causal health effects. Three findings emerge: CHYA sets a clear legal floor but is difficult to verify at scale; district discretion and …

Sinking City To Breakthrough City: A Political Analysis And Evaluation Of Indonesia's Capital City Relocation From Jakarta To Nusantara, Yuji Jones

CMC Senior Theses

This paper analyzes Indonesia’s national decision to move its capital city from Jakarta to Nusantara. Indonesia is facing a dire catastrophe in its most populous city. The land surrounding Jakarta is sinking, and without significant mitigation efforts, the streets will be submerged by 2045. This is a slow-motion disaster coming for Indonesia and Jakarta. This left the country with a crucial decision: to save the capital city. In response to this environmental crisis, Indonesia’s government has committed to making a nationwide and ambitious decision to move the capital to Nusantara, a smaller city bustling with tropical forests 1,000 kilometers away, …

Has Liberalism Failed? Analyzing The New Right’S Critique Of Liberalism Through Its Historical Arc, Frederick (Gus) G. Mahler

CMC Senior Theses

This paper examines the historical evolution of American political culture to evaluate whether liberalism is responsible for the social and political crises confronting the United States today. Although liberalism has been foundational to American governance and national identity since the country’s inception, a growing movement known broadly as the New Right now claims that it has failed and must be replaced. I seek to assess the legitimacy of this claim.

Using qualitative historical analysis, I trace how the form liberalism takes and the role it occupies in America’s political order has changed throughout the nation’s development. Liberalism was not always …

Keeping America Ahead: The Global Chip Conundrum, Ethan Chen

CMC Senior Theses

Semiconductors underpin nearly every aspect of modern economic, military, and technological power. Yet while the United States pioneered chip innovation and design, it now heavily depends on foreign manufacturing, particularly Taiwan and the Taiwanese Semiconductor Manufacturing Company who produce more than 90% of the world’s leading edge chips. This thesis investigates how the U.S. lost its fabrication leadership, what risks its current dependence creates, and what strategies can most effectively restore domestic capacity and resilience in both the short term and long term. By going through historical analysis of industrial development, recent policy evaluation such as export controls and the …

The Politics Of Russian Regional Development, Claire Moore

CMC Senior Theses

This thesis examines why Chechnya’s independence movement shifted from a secular nationalist struggle in the First Chechen War (1994–1996) to a religiously framed insurgency in the interwar period and Second Chechen War (1999–2000; 2007). Drawing on presidential speeches, interviews, archival materials, and secondary scholarship, it argues that religious radicalization cannot be explained solely by external influence or Russian military brutality. Instead, three underexplored variables–strategic economic appeals to the Islamic world, culturally-embedded practices of vengeance, and the enabling conditions of poverty and mass armament–collectively shaped this transformation. Chechen leaders increasingly emphasized Islamic identity to secure financial and military support from Middle …

Criminalizing Motherhood: Abortion, Obstetric Emergencies, And State Power In Post-1998 El Salvador, Valery M. Reyes

CMC Senior Theses

This thesis examines how a series of regressive legal reforms in El Salvador–the 1997 Penal Code’s expansion of abortion-related punishments and the 1999 constitutional amendment defining life as beginning at conception–eliminated all exceptions to abortion and transformed a woman’s reproductive body into a site of surveillance. Rather than expanding rights, these reforms rolled back on existing protections by not recognizing obstetric emergencies, miscarriages, or cases of rape as legitimate grounds for abortion. Prosecutors and judges could treat such medical emergencies as convictions for “fetal homicide,” carrying sentences of 30-50 years in prison.

Court documents, reports from non-government organizations …

Immigration Federalism And The Promise Of State Constitutions, Joanne Gottesman

Lewis & Clark Law Review

This Article explores state constitutions’ promises and pitfalls for immigrant rights advocacy. This is a particularly urgent endeavor, given the anti-immigrant measures of President Trump’s second term and a U.S. Supreme Court that is willing to reverse longstanding precedent. Even cases like Plyler v. Doe, with its guarantee of free public education to undocumented children, could be vulnerable. While U.S. Supreme Court opinions protecting immigrant rights are the gold standard because they apply nationwide, state courts and state constitutions provide critical alternative avenues for relief that should not be overlooked.

This Article considers some state constitutional provisions that may help …

The Steelerville Case: Applying Criminological Theory To Crime And Police Morale, Shamus Smith

Open Educational Resources

Students use a fictional town’s economic decline and rising crime to evaluate at least two criminological theories and their implications for policy. Role-playing as consultants, they develop research-supported recommendations to reduce crime and improve police morale.