Digital Commons Network^™

Rattler Python, Samer Jabor

Systems Manuals - 2026

The Rattler Python project is an interactive game-based learning system that intends to teach the basic concepts of Python programming through guided instruction, gameplay challenges, and review-based assessments. The document contains a proposal for this system consisting of problem definition, background research, existing solutions, and the proposed product, together with the system scope, assumptions, and the organization of the remainder of this document.

Academic Officers And Services, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

Course Descriptions, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

"I Don't Think Librarians Can Save Us": The Material Conditions Of Information Literacy Instruction In The Misinformation Age, Amber Willenborg, Robert Detmering

Faculty and Staff Scholarship

This national qualitative study investigates academic librarians’ instructional experiences, views, and challenges regarding the widespread problem of misinformation. Findings from phenomenological interviews reveal a tension between librarians’ professional, moral, and civic obligation to address misinformation and the actual material conditions of information literacy instruction, which influence and often constrain librarians’ pedagogical and institutional roles. The authors call for greater professional reflection on current information literacy models that focus on achieving ambitious educational goals but which may be unsuitable for addressing the larger social and political crisis of misinformation.

The Impact Of Household Dysfunction On Dating Violence Perpetration Among Adolescents In The United States: A Scoping Review, Sumaita Choudhury, Melissa F Peskin, Timothy J Walker, Emily T Hébert, Nivedhitha Parthasarathy, Kaitlyn L Zajack-Garcia, Lea Sacca, Christine M Markham

Faculty, Staff and Student Publications

Adverse childhood experiences, such as household dysfunction (HD), play a central role in how adolescents establish, experience, and navigate the challenges of relationship formation, maintenance, and dissolution. HD exposures have been independently associated with dating violence (DV) perpetration in both adolescents and adults. However, research examining the association between the concurrent effect of HD on DV perpetration, especially among adolescents remains scarce. Thus, we conducted a scoping review to accumulate and summarize existing research regarding the impact of HD on DV perpetration among adolescents aged 10 to 17 years in the United States. We used three electronic databases, Medline (Ovid), …

The Wages Of Constitutional Interpretation, Francesca L. Procaccini

Vanderbilt Law School Faculty Publications

The future of constitutional interpretation is a dynamic amalgam of knowns and unknowns. This article explores three. First, an unknown known: the Court's embrace of formal equality methodologies, more than originalist methodologies, is driving current conservative changes in constitutional law and ushering in a stale and acontextual bent to constitutional rights. Second, another unknown known: both the Court's equality and originalist methodologies serve to jettison the longstanding and widespread use of intermediate scrutiny and thereby push the level of protection for rights to the extremes. Finally, a known unknown: the Court's embrace of hyper-formal equality and originalist rules transfers hegemonic …

Data-Driven Police Profiling, Christopher Slobogin

Vanderbilt Law School Faculty Publications

Police departments increasingly rely on algorithms and other data- driven methods of identifying high-crime areas andpeople who are at high risk for involvement in crime. This Article examines several constitutional obstacles to this type ofpolicing. First, to the extent that these algorithms rely on data entitled to privacy protection, they may violate the Fourth Amendment. Second, the steps police take in response to a "hot" place or person designation must also be subject to constitutional regulation. Further, the principle of legality should prohibit the police from acting on any risk designation, even one that is very likely accurate, in the …

A Novel Enrichment-Free, Low-Volume Filtration And Rapid Lysis (Elr) Method In Combination With Real-Time Pcr For Detection Of Shiga Toxin-Producing Escherichia Coli (Stec) In Water, Zina Alfahl, Louise O’Connor, Dearbháile Morris, Terry J. Smith, Jean O'Dwyer, Paul D. Hynds, Martin Cormican, Liam P. Burke

Research Outputs: 2025-Present

Consequences of Shiga toxin-producing Escherichia coli (STEC) infection can range in severity from asymptomatic infection to haemolytic uraemic syndrome, renal failure and death. Groundwater-derived drinking water is an important route for STEC transmission. Detection of STEC in water is crucial for timely response and public health interventions; however, currently used culture-based methods are time-consuming and laborious. Therefore, there is a need for rapid methods that maintain high sensitivity and specificity [1]. We describe a novel, sensitive, enrichment-free water filtration method using a convenient sample volume (100 ml) to detect DNA markers of STEC serogroups and virulence factors within 6 h. …

Putting Police Body-Worn Camera Footage To Work: A Civil Liberties Evaluation Of Truleo's Ai Analytics Platform, Farhang Heydari, Max Isaacs, Katie Kinsey, Barry Friedman, Christopher Slobogin, Alissa M. Heydari

Vanderbilt Law School Faculty Publications

This Article summarizes findings from a civilliberties evaluation of Truleo, an Al-powered analytics platform designed to automate thereviewofpolice body-worn camera (BWC) footage. It includes a summary of how Truleo's platform works, policy choices made by the company, and our assessment ofsafeguards and risks of the platform from a civil liberties perspective. This Article also offers a series of recommendations for policymakers considering the adoption of Truleo or similar technologies. These indude the necessity for independent testing of claimed benefits, democratic authorization for deployment, and ongoing transparency and public input around the platform's design and operation. Importantly, this Article argues that …

Using The Transmission Grid To Make “Second Best” Decarbonization Better, Jim Rossi

Vanderbilt Law School Faculty Publications

Instead of a “first best” decarbonization approach such as a national carbon tax, U.S. efforts to decarbonize the electric power sector draw heavily on the decentralized, often fragmented tools of state utility regulation. These “second best” decarbonization approaches can create many benefits, but they also present several challenges for energy markets. In this Essay, I focus attention on how interstate transmission planning and cost allocation can help to mediate and improve the efficacy of second best decarbonization policies. Despite much-needed recent improvements to federal transmission policies, opportunities remain to continue to reform transmission grid regulation to improve second best decarbonization …

Putting Police Body-Worn Camera Footage To Work: A Civil Liberties Evaluation Of Truleo's Ai Analytics Platform, Christopher Slobogin, Farhang Heydari, Max Isaacs, Katie Kinsey, Barry Friedman, Alissa Marque Heydari

Vanderbilt Law School Faculty Publications

This Article summarizes findings from a civilliberties evaluation of Truleo, an Al-powered analytics platform designed to automate thereviewofpolice body-worn camera (BWC) footage. It includes a summary of how Truleo's platform works, policy choices made by the company, and our assessment ofsafeguards and risks of the platform from a civil liberties perspective. This Article also offers a series of recommendations for policymakers considering the adoption of Truleo or similar technologies. These indude the necessity for independent testing of claimed benefits, democratic authorization for deployment, and ongoing transparency and public input around the platform's design and operation. Importantly, this Article argues that …

Building A Long Text Privacy Policy Corpus With Multi-Class Labels, David Stein, Florencia Marotta-Wurgler

Vanderbilt Law School Faculty Publications

Legal text poses distinctive challenges for natural language processing. The legal import of a term may depend on omissions, cross-references, or silence, Further, legal text is often susceptible to multiple valid, conflicting interpretations; as the saying goes: a good lawyer’s answer to any question is “it depends.”This work introduces a new, hand-coded dataset for the interpretation of privacy policies. It includes privacy policies from 149 firms, including materials incorporated by reference. The policies are annotated across 64 dimension that reflect the applicable legal rules and contested terms from EU and US privacy regulation and litigation. Our annotation methodology is designed …

Justice Citizenship, Lauren Sudeall

Vanderbilt Law School Faculty Publications

In recent years, the topic of democracy has seen a resurgence-perhaps due in part to a recognition of its heightened global instability. Yet, in these pervasive discussions regarding democracy and its role with respect to governance, relatively little attention has been paid to the courts, particularly at the state and local levels where most people are likely to interact with them. In a time when the courts' authority is being questioned, it may be helpful to emphasize that courts, like all democratic institutions, are "of the people, by the people, [and] for the people." In relation to the other branches …

The Moral Boundary Of The Firm, Michael P. Vandenbergh, Jane E. Miller, Margaret Blair, Jonathan M. Gilligan

Vanderbilt Law School Faculty Publications

Scholars have wrestled with the legal boundary of the firm for generations. The legal boundary limits the extent to which a firm can be held liable for the torts, contractual, and regulatory obligations of other corporations. The existence of a legal boundary suggests that the law limits incentives for firms to control the climate and other environmental harms caused by their corporate suppliers. Yet recent research demonstrates that many of the largest corporations impose environmental requirements on their suppliers that exceed the legal requirements imposed on these suppliers. This suggests that some factors other than the threat of liability may …

Teratogenic Effects Of Serotonin Receptor 2b Disruption On The Migration And Cardiac Derivatives Of The Cardiac Neural Crest, Brian K. Wells, Gwyneth K. Garramone, Amira Mahomed, Max Ezin

Biology Faculty Works

Background: Cardiac neural crest cells (cNCCs) are critical for heart development, and their disruption can result in congenital heart defects. Serotonin (5-HT) signaling, specifically via 5-HT2B and 5-HT2C receptors, regulates diverse physiological processes, including neural crest migration. This study investigates how modulation of 5-HT2B and 5-HT2C receptor activity impacts cNCC migration and the development of their derivatives, with relevance to serotonergic drug safety during pregnancy.

Methods

Chicken embryos at HH8 were treated with 50 μL of 20 μM 1-Methylpsilocin (1-MP), an inverse agonist of 5-HT2B and agonist of 5-HT2C, and collected at HH14 to assess cNCC migration. Embryos were pre-treated …

Multifaceted Skepticism: A Comprehensive Approach In Auditing Practice, Ida Ayu Budhananda Munidewi, Unti Ludigdo, Ali Djamhuri, Wuryan Andayani

DLSU Business & Economics Review

This research uses a modified grounded theory approach to understand the behavior of auditors in Indonesia who have an Eastern cultural background in applying professional skepticism. The research results reveal that auditor behavior in practice applies multifaceted skepticism. Multifaceted skepticism refers to the idea that professional skepticism in auditing is not a one-dimensional approach. That recognizes the complexity of the audit environment and the need for auditors to consider various factors when applying their skepticism. Multifaceted skepticism brings us to a less simplistic view of professional skepticism, which until now has only been seen as an on-or-off switch. Instead, this …

Social Message In Advertising And Social Change: An Empirical Investigation Of Relationships, Iqra Manzoor, Zia- Ul-Haq

DLSU Business & Economics Review

This study was carried out to investigate consumer behavior toward advertisements that convey social messages. Not many studies have focused on the social message in ads and the subjective well-being of customers regarding such ads. To study this gap, the paper examined the relationship between (a) the attitude towards the ad with a social message and the purchase intention of the consumer and (b) the purchase intention of the consumer and their subjective well-being. Structural equation modeling (SEM) was used to study the interrelationships within the proposed model. The data was collected through an experiment and qualitative survey among university …

Examining The Volunteering Behavior Of Filipino Youth Using The Extended Theory Of Planned Behavior, Reynaldo B. Bautista, Christine Joy A. Ballada, Joy Rabo

DLSU Business & Economics Review

Young people are vital human resources who can significantly contribute to social change through volunteerism. This study sought to examine Filipino youth’s volunteering behavior using an extended theory of planned behavior with behavioral modeling by family and peers as additional antecedents of volunteering intention. Participants in this study were undergraduate students of De La Salle University – Manila. A total of 438 students (60% female, 39% male, and 1% preferring not to say) aged 17 to 23 years old (M = 19.60 years, SD = 1.12) participated in the study. The scales were found to have good internal consistency reliability. …

Information Production By Institutions And Information Extraction By Underwriters In Hybrid Ipo Auctions, Thomas J. Chemmanur, Pengfei Ma, Qianqian Yu

Research Collection Lee Kong Chian School Of Business

We analyze the informational properties of hybrid IPO auctions using a large and unique database of institutional bids from Chinese IPO auctions. We find strong evidence of information production by institutions about the intrinsic values of IPO firms and of underwriters extracting and using this information in IPO pricing. The IPO offer price is more sensitive to bids from institutions able to produce more precise information. In particular, the offer price is more sensitive to bids from domestic institutions, compared to bids from foreign institutions who likely have less knowledge or experience about the Chinese firms and financial market due …

Reaction Control Mechanism In Deoxyuridine 5'-Triphosphate Nucleotidohydrolase, Aaron Delay

School of Biological Sciences: Dissertations, Theses, and Student Research

Deoxyuridine 5'-triphosphate nucleotidohydrolase (dUTPase) is an enzyme involved in the pyrimidine biosynthesis pathway, a key component of cellular DNA metabolism. It regulates intracellular uracil carrying triphosphate levels by hydrolyzing dUTP, thereby providing a substrate for thymidylate synthase (TS). The effective inhibition of dUTPase is expected to enhance TS-targeted chemotherapy by promoting thymine-less apoptosis.

Although the reaction mechanism of dUTPase has been studied, the human nuclear homotrimeric form remains complex, as all three subunits cooperatively form a single active site. As a result, the detailed molecular dynamics of its catalysis are still not fully understood. In this study, I investigated the …

“It’S Okay To Rob, Rape, Torture, Kidnap And Murder Jewish Women Again: Towards Understanding The Development Of 21st Century Left-Wing Antisemitism”, Spencer J. Pack

Economics Faculty Publications

No abstract provided.

For The Enemy Is No Longer Men, But Our Own Sisters: Anti-Era Activists Within The Feminist Narrative, Grace Chipman

AWE (A Woman’s Experience)

When Alice Paul drafted the Equal Rights Amendment (ERA) in 1923, she had hoped it would become a unifying document for women across America. However, forty-nine years later, when Congress passed the amendment, radical feminists led the charge for its ratification. Paul, a prominent feminist, feared that the amendment became so politicized it was tearing apart the women’s movement. Dianne Fife Kay, an anti-ERA activist, described the period as a time in which “the enemy was no longer men, but our own sisters.” As Paul had feared, radical feminism had ruptured the sisterhood that first-wave feminism created.

The Impact Computer-Assisted Learning Has On Elementary Students Mastering Math Standards, Amanda Geelan

Master's Theses & Capstone Projects

Math fact fluency is a fundamental skill students need to become proficient in to engage in higher-level math skills. For many students, learning their math facts and becoming fluent in them can be a challenge. This inquiry-based research study aims to determine if the use of computer-assisted learning programs such as Math Fact Lab can help educators meet the varying needs of their students while also making learning math facts an engaging and personalized educational experience for students. The study utilized a quantitative approach, using both Math Fact Lab placement test scores as well as data from the learning levels …

Trauma-Informed Training For Early Childhood Educators, Tarah Bryant

Master's Theses & Capstone Projects

More students are arriving in the early childhood classroom with trauma. This trauma can lead to PTSD (post-traumatic stress disorder), ADHD and reactive attachment disorder. This leads to early childhood teachers feeling burned out and experiencing secondary trauma. Despite this, early childhood educators are not getting additional training that would help support children who have exposure to trauma. In addition, the training they have received doesn't include classroom strategies or social-emotional materials that would address the uptick in trauma-impacted children. The purpose of this study was to look at the perspectives of early childhood educators when it comes to their …

Waiting, Kennedy Kleinman

AWE (A Woman’s Experience)

I was six years old when a well-intentioned neighbor told my mom about a diet her daughter had started that she believed I should also try. She said, “It really works, you just have to wait.”

Automated Mycoplasma Genitalium Molecular Macrolide Resistance Detection And Nucleic Acid Target Semi-Quantitation: Patient Demographic Considerations, Josephine Moore, Trinity Krueger, Amanda Zapp, Stephen C. Lavey, Kimber L. Munson, Irene A. Stafford, Michael E. Newcomb, Brian Mustanski, Erik Munson

Clinical Lab Sciences Faculty Research and Publications

Recent work has optimized parameters of a real-time reverse transcriptase PCR-based laboratory-developed test on the Panther Fusion system which detects Mycoplasma genitalium-specific macrolide resistance-associated mutations LDT (MRM-LDT) from primary swab and urine specimens. In this study, MRM-LDT was applied to a large multi-demographic study set to further characterize M. genitalium resistance in the United States. A total of 2,145 primary clinical specimens testing positive for M. genitalium 16S rRNA by transcription-mediated amplification (TMA) were initially titered by the same assay using serial 10-fold dilutions to determine relative target nucleic acid burden. Specimens were then processed for MRM-LDT. Findings were stratified …

A Few Words From Our Staff

Digressions: Literary & Art Journal

No abstract provided.

Still I Lie Here, Rachel A. Taylor

Digressions: Literary & Art Journal

Artist Statement

"This photo was captured in the forest of Providence, North Carolina, while spending time with nature. Staring into the water I felt a stillness; and peace rolled over me. Later on that same hike, I saw a sign that the trail I was standing on, was soon to be demolished. The forest would be turned into yet another roadway. That evening, I joined many other locals in a petition to stop the deforestation of Greenways in North Carolina.

I often think about that forest, and the peace I received that day. And even in the face of a …

Eyes, Sophia Dakkuri

Digressions: Literary & Art Journal

Artist Statement

"Eyes as a topic has been interesting for Sophia for a long time. The expression, beauty, and uniqueness of eyes have always been an inspiration for Sophia.

Eyes are about the beginning of human connection. Fiber connects everything together. That's why Sophia picked fiber as a medium for this piece. When Sophia was making it she also thought of a past conversation in the media about whether AI could fill the role of an artist and whether it can create art for people. With this piece Sophia wanted to express that only humans can genuinely connect with each …

Bare Bones, Jessica L. Rodriguez

Digressions: Literary & Art Journal

Artist Statement

"The inspiration for this piece began in my Life Drawing course that I took in the fall 2023 semester. Our assignment was to draw an open composition of a skeletal figure in class to understand anatomy. When I completed the piece, it really spoke to me. The composition, posing, and the fact that it was just bones aligned with themes in some of my other works about loneliness. This piece also reflects giving everything you have, even your bones, yet still being lonely with no one and nothing around you."