Digital Commons Network^™

Criminal Data Function Creep, Sarah E. Lageson

Journal of Criminal Law and Criminology

Automated, data-driven decision-making can create unfair outcomes and lead to discrimination. This Article considers a relatively ubiquitous part of modern life that is increasingly automated: the criminal background check. This Article, with contributions at the intersection of law and technology, antidiscrimination and consumer protection law, and sociological theory, makes the central claim that criminal record data is characterized by function creep—the unintended use of data for another purpose—which leads to a specific set of harms. This Article makes three central contributions. First, it offers an empirical assessment of contemporary, data-driven background screening using data based on in-depth interviews and systematic …

Rebutting The Presumption: A Constitutional Theory Of Pre-Trial Asset Seizures And Procedural Due Process, Benjamin Y. Rabin

Journal of Criminal Law and Criminology

In this Comment, I trace the origins and examine the current state of the doctrine on pre-trial asset seizures, then argue for a new approach grounded in procedural due process and constitutional theory.

The existing frameworks for assessing due process in these cases fall into three categories. The first grants the government broad presumptive validity for pre-trial seizures. The second applies a utilitarian balancing test, following the Supreme Court’s reasoning in Mathews v. Eldridge and Connecticut v. Doehr. The third, illustrated by the recent decision in Culley v. Marshall, relies on comparisons to historical practice.

I argue that …

Coercion, Trauma, And Grief In The Interrogation Room: Documenting And Analyzing Cases Of False Confessions To Murder Of A Family Member, Steven A. Drizin, Richard A. Leo, Hayley M. D. Cleary, Samara Hoose

Journal of Criminal Law and Criminology

This article examines the phenomenon of false confessions in cases in which individuals were falsely accused of murdering close family members. Drawing on a dataset of twenty-two proven false confession cases, we document how grief, trauma, and coercive interrogation practices intersect to produce highly counterintuitive admissions and narratives of guilt. The study situates these cases within the broader literature on police interrogation and false confessions, highlighting situational risk factors such as lengthy custodial interrogation, sleep deprivation, false evidence ploys, and threats and promises, alongside dispositional vulnerabilities such as youth, mental illness, and trauma exposure. Unlike prior aggregated studies of proven …

Eagle Eyes: How The Chicago Police Department’S Video Surveillance Network Is Used To Fight Crime And Its Fourth Amendment Implications, Joseph Mcinerney

Journal of Criminal Law and Criminology

Chicago, Illinois, is home to over 2.7 million individuals living under the supervision of a vast network of over forty thousand cameras integrated into a network of advanced technology run by the Chicago Office of Emergency Management. With little transparency, the City of Chicago has spent hundreds of millions of dollars in the past two decades rapidly expanding the network throughout the city while incorporating new technologies each year, posing substantial privacy risks for the millions of residents unaware of the ever-present eyes on them. To determine whether the network violates the Fourth Amendment, particularly in the wake of Carpenter …

Police Reform As System Justification, Shawn E. Fields

Journal of Criminal Law and Criminology

System Justification Theory (SJT) provides a useful lens through which to critique recent police reform efforts. SJT posits that members of society tend to justify and maintain existing social and political systems even when those systems disadvantage them, because the predictability of the status quo provides palliative, epistemic, and existential comfort in what otherwise appears to be an unjust and inequitable societal structure. Contrary to “false consciousness” theories, SJT claims that disadvantaged groups may intentionally rationalize what they know to be an unfair status quo, because doing so reduces social anxiety and threat while providing much desired order and meaning …

Voice And Student Engagement With Writing: Integrating Perspective, Personality, And Style, Sara S. Martin

English Dissertations

The rise of generative AI has many teachers worried about the future of writing classes and students’ desire to learn. However, instructors can motivate students to write by valuing what AI can never replace: their voices. Previous definitions of voice took the concept for granted and left it either vague or reductive, unhelpful for structured lessons. I propose a new, more teachable definition of voice as perspective, personality, and style. Perspective takes priority because it belongs solely to the individual and the unrepeatable moment of composition. Personality infuses passages with emotion, forming a bond between author and reader. Style, the …

Elevated Bmi And The Effect On Breastfeeding Duration In Postpartum Individuals: An Integrative Review, Abigail E. Mobilia, Kirstin A. Wyly

All Electronic Theses and Dissertations

Introduction: It has been well documented that exclusive breastfeeding provides benefits for infants and postpartum individuals, yet rates remain suboptimal in the United States, particularly among those with elevated pre-pregnancy body mass index (BMI). Evidence suggests that elevated BMI is associated with shorter breastfeeding duration and may be influenced by physiologic, social, and structural factors. This integrative review synthesizes existing literature to clarify the relationship between elevated BMI and exclusive breastfeeding duration among postpartum individuals.
Methods: An integrative review was conducted following Whittemore and Knafl’s (2005) framework and PRISMA 2020 guidelines. A systematic search of PubMed, CINAHL, and Nursing & …

Gestational Diabetes Mellitus And Its Psychological Impacts During Pregnancy And Postpartum, Nehemie B. Hypolite, Charline Fast

All Electronic Theses and Dissertations

Introduction: This review explores the link between gestational diabetes (GDM) and psychological outcomes. GDM affects 8–10% of pregnancies and is typically diagnosed at 24–28 weeks. This burden leads to anxiety, depression, and fear. Postpartum concerns often persist for mother and infant.

Methods: Whittemore and Knafl’s (2005) method was used to synthesize data. The research databases included CINAHL and PubMed. Covidence supported screening and PRISMA diagram development. Key search terms included “anxiety and GDM,” “depression and GDM,” “GDM and postpartum depression,” “gestational diabetes,” and “pregnancy.” Inclusion criteria included full-text articles published after 2010, original studies, patients undergoing diabetic treatment (medication and/or …

The Impact Of Patient-Centered Care On Women With Infertility And Pregnancy Loss: An Integrative Review, Kaidynce R. Sweazy

All Electronic Theses and Dissertations

Introduction: Infertility affects roughly 17.5% of adults worldwide, while pregnancy loss occurs in up to 30% of pregnancies. These reproductive traumas increase the risk of developing a mental health disorder, such as anxiety, depression, or post-traumatic stress disorder (PTSD). The purpose of this review is to identify the influence of patient-centered care on psychological outcomes and experiences of care in women with infertility and pregnancy loss.
Methods: A literature search of the PubMed and Cinahl databases was conducted for original studies published from January 2016 to January 2026 that address the psychological outcomes and/or experiences of women who experienced infertility …

The Placenta & Covid-19: Histological Changes & Clinical Implications, Melissa F. Paul, Allyson J. Zadlo Sensor

All Electronic Theses and Dissertations

Introduction: The COVID-19 pandemic presented the medical community with complex and novel challenges, not the least of which is how to optimize prenatal and postnatal care for pregnant individuals who have been infected. At present, seven years have elapsed, and despite definitive research demonstrating adverse outcomes associated with placental changes, no professional consensus has been reached.
Methods: This integrative review includes studies involving pregnant individuals with confirmed SARS-CoV-2 infection, who recovered during the same pregnancy, and their infants. An examination of the data available reveals a triad of placental pathologies (chronic histiocytic intervillositis, perivillous fibrin deposition, and trophoblast necrosis) that …

Ai Literacy Frameworks In Secondary Cte: Supporting The Next Generation Of The Workforce, Reagan Kaylee Montross

All Electronic Theses and Dissertations

The purpose of this literature review is to understand how generative AI (GenAI) is impacting the future employment of high school students at the forefront of the most significant technological, cultural, and educational shift of this generation. It examines five AI literacy frameworks relating to secondary education. These frameworks each emphasize the importance of educating students in AI literacy and provide educators with a structure for integrating AI skills. Among the frameworks reviewed, those published by the United States Department of Labor and the OECD place greater emphasis on applied practices, while the AI4K12 and KAT frameworks emphasize how AI …

Utility-Privacy-Communication Trade-Offs In Federated Financial Fraud Detection Under Non-Iid Client Heterogeneity, Baraa I. Farhan

Polytechnic Journal

Financial fraud detection is difficult because fraudulent transactions are rare, unevenly distributed, and sensitive. This study evaluates a lightweight multilayer perceptron under Federated Averaging (FedAvg), Federated Proximal optimization (FedProx), and Federated Adam (FedAdam), using three seeds and validation-selected decision thresholds. Corrected R4 experiments cover the Credit Card Fraud Detection benchmark, the larger Credit Card Transactions dataset, PaySim as a stand-alone synthetic stress test, and the Bank Account Fraud (BAF) Dataset Suite. On Credit Card, FedProx with 20 clients and alpha = 0.5 achieved F1 = 0.789 +/- 0.010. On Transactions, the best tested federated setting used 10 clients and achieved …

Metaheuristic Feature Selection Techniques For Software Fault Prediction: Swot Analysis And Emerging Trends, Ruchika Aggarwal, Kamaljit Kaur

Polytechnic Journal

The paper presents a detailed study of metaheuristic feature selection (MH-FS) methods in software fault prediction (SFP), designed to address the limitations of filter and wrapper feature selection methods such as high dimensionality and local optima that can lead to poor prediction accuracy. MH-FS algorithms address these issues by effectively searching the feature space to identify optimal subsets that improve classifier performance. It conducts a comprehensive narrative review and SWOT analysis (Strengths, Weaknesses, Opportunities and Threats) of MH-FS methods in SFP, considering 44 peer-reviewed articles from 2023 to 2025. A formal taxonomy of metaheuristic algorithms is presented, along with an …

W. E. B. Du Bois And Black People's Blocked March Toward Equality, Michael Tonry

Articles

W. E. B. Du Bois, a man of extraordinary gifts, in 1897–1898 completed a survey of the lives of 9675 Black Philadelphians. Black inequality and crime were, he observed, products of interactions among legacies of historic racism, contemporaneous discrimination, and conditions of deep structural disadvantage. Criminologists have long documented the criminogenic effects of structural disadvantage, concluding that they are race-neutral, affecting people of all “races” in much the same way, but have only recently, like Du Bois, acknowledged that the background conditions of Black people's lives are not race-neutral. The policy implications are straightforward: Aggressively challenge invidious bias, identify and …

Mathematical Modeling Predicts Novel Mechanisms Of Stream Confinement From Trail/Colec12/Dan In The Collective Migration Of Cranial Neural Crest Cells., Samuel W S Johnson, Paul M. Kulesa, Ruth E. Baker, Philip K. Maini

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: In vertebrate embryogenesis, cranial neural crest cells (CNCCs) migrate along discrete pathways. Analyses in the chick have identified key molecular candidates for the confinement of CNCC migration to stereotypical pathways as Colec12, Trail, and Dan. The effects of these factors on CNCCs in vitro are known, but how they confine migration to discrete streams in vivo remains poorly understood. Here, we propose and test several hypothetical mechanisms by which these factors confine cell streams and maintain coherent migration, simulating an expanded agent-based model for collective CNCC migration.

RESULTS: Model simulations suggest that Trail enhances adhesion between CNCCs, facilitating movement …

Identification Of Neural Crest And Melanoma Cancer Cell Invasion And Migration Genes Using High-Throughput Screening And Deep Attention Networks., J C Kasemeier-Kulesa, S Martina Perez, R E Baker, Paul M. Kulesa

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Cell migration and invasion are well-coordinated in development and disease but remain poorly understood. We previously showed that the neural crest (NC) cell migratory wavefront shares a 45-gene panel with other cell invasion phenomena. To rapidly and systematically identify critical genes, we performed a high-throughput siRNA screen and statistical and deep learning analyses to determine changes in NC- versus non-NC-derived human cell line behaviors.

RESULTS: We find 14 out of 45 genes significantly reduced c8161 melanoma cell migration; four of the 14 genes altered leader cell motility (BMP4, ITGB1, KCNE3, and RASGRP1). Deep learning identified marked disruptions in cell-neighbor …

Safety And Effectiveness Of Emicizumab In People With Haemophilia A Enrolled In The Athn 7 Haemophilia Natural History Study., Tyler W. Buckner, Shannon L. Carpenter, Nabil Daoud, Christine L. Kempton, Lucy Lee, Lynn Malec, Thomas W. Mclean, Paul Morton, Carrie O'Neill, Janice M. Staber, Michael Wang, Stacy E. Croteau, Michael Recht

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: The Natural History Study of the Safety, Effectiveness, and Practice of Treatment for People with Haemophilia (ATHN 7) monitors use of contemporary haemophilia therapies, including emicizumab, a bispecific antibody substituting for activated factor (F)VIII in people with haemophilia A (HA).

AIM: To report participant characteristics and real-world safety and effectiveness of emicizumab in ATHN 7.

METHODS: ATHN 7 is a prospective observational cohort study conducted across 26 American Thrombosis and Haemostasis Network (ATHN)-affiliated sites. People with HA receiving emicizumab were eligible for inclusion in this analysis. Clinical information was collected quarterly through participant interview and medical record review. Safety …

A 20th Century Historical Perspective On Congenital Syphilis And Lessons For Today., Jane F. Knapp, Robert Schremmer

Manuscripts, Articles, Book Chapters and Other Papers

No abstract provided.

Three In One: An Examination Of Women’S Roles In The Life And Literature Of Marjorie Kinnan Rawlings, Ashley Lear

The Marjorie Kinnan Rawlings Journal of Florida Literature

No abstract provided.

Voice Of The Frog: Found Poetry And The Revelation Of An Eastern Aesthetic In The Creative Works Of Marjorie Kinnan Rawlings, Antoinette Libro

The Marjorie Kinnan Rawlings Journal of Florida Literature

No abstract provided.

The Marjorie Kinnan Rawlings Journal Of Florida Literature, Volume Xxxiii (2026): Full Issue

The Marjorie Kinnan Rawlings Journal of Florida Literature

No abstract provided.

The Durability Of Protections Against Abuse At Interpol Amidst Rising Authoritarian Pressures, Kristina Daugirdas

Articles

Over centuries and across continents, authoritarian governments have demonstrated a large appetite for international cooperation to target political opponents across borders. In 1851, the “first modern police organization”—the Police Union of German States, whose members included Austria and Prussia—was established “with the express purpose of policing the political opposition of established autocratic regimes.” During the 1970s and early 1980s, military regimes in South America participated in a secret scheme known as Operation Condor to coordinate their efforts to suppress subversion. A recent analysis of twenty-nine “hard authoritarian” regional organizations found that twenty-five were engaged in police cooperation. The Shanghai Cooperation …

Ai-Powered Lawyering: Ai Reasoning Models, Retrieval Augmented Generation, And The Future Of Legal Practice, Daniel Schwarcz, Sam Manning, J. J. Prescott, Patrick Barry, David R. Cleveland, Beverly Rich

Articles

Generative AI is set to transform the legal profession, though its most promising uses and ultimate effects are still unclear. While AI models like GPT-4 improve efficiency, they can also “hallucinate” and may undermine legal judgment, particularly in complex tasks typically handled by skilled lawyers. This article examines two emerging AI innovations that may mitigate these concerns: Retrieval Augmented Generation (RAG), which grounds AI-powered analysis in legal sources, and AI reasoning models, which structure complex reasoning before generating output. We conduct the first randomized controlled trial assessing these technologies, assigning upper-level law students to complete legal tasks using a RAG-powered …

Legalistic Noncompliance, Daniel Deacon, Leah Litman

Articles

Will the executive branch comply with court orders? That question has garnered a considerable amount of attention over the first few months of the second Trump administration. But what does it mean to comply? And what if a form of noncompliance is already occurring?

This Article documents an emerging practice that has dominated the second Trump administration's approach to unfavorable court rulings, a practice this Article calls legalistic noncompliance. Legalistic noncompliance occurs when the administration uses the language of the law as cover to claim that it is complying with court orders when in fact it is not. Drawing …

Authorship Nonsense, Jessica Litman

Articles

Copyright law’s primary device for promoting progress is to bestow rights on the authors of works. Rights vest automatically and last for a very long time. Authors’ choices to retain, license, or transfer those rights fuel opportunities to communicate the works to their audiences. The copyright system’s mechanisms for determining who authored works (and therefore automatically obtained copyright rights) should be both accurate and reliable, since misidentifications will undermine the law’s working as intended.

This article examines authors’ creation of works and copyright law’s handling of authorship disputes. Many works result from creative collaboration. Although the copyright statute incorporates mechanisms …

The Basis Of The Labor Exemption Reconsidered, Sanjukta Paul

Articles

Broadly speaking, this symposium queries the question of expanding some actors’ coordination rights under antitrust law as a way of effectuating legal goals relating to “power relations.” I commend the organizers of the symposium for opening this conversation, for asking about the use of “collective bargaining” beyond the traditional labor domain, and for taking on the question in a creative way. These broader questions are essential, and yet my own article will (paradoxically, perhaps) try to contribute to this effort by going back to the core domain of the labor exemption itself—where, it turns

Pharmacogenetic Hslco1b1*14-Guided Dosing Of Methotrexate In Transgenic Arthritic Mice Normalizes Exposure And Response., Felicia Gooden, Brennan D. Meier, Griffin D. Shaffer, Kim Gibson, Paul Toren, Nieko C. Punt, Sandhya Subash, Dilip K. Singh, Bhagwat Prasad, Laura Ramsey, Zachary L. Taylor

Manuscripts, Articles, Book Chapters and Other Papers

Juvenile idiopathic arthritis (JIA) is a chronic autoimmune disease that negatively affects ~100,000 children under the age of 16 in the United States. About ~30% of these patients fail first-line drug therapy with low-dose methotrexate (MTX) due to poor tolerability or lack of efficacy. The SLCO1B1*14 allele is associated with increased MTX clearance and has been linked to reduced overall drug exposure and nonresponse to MTX in JIA patients. Herein, we describe transgenic hSLCO1B1*14 and hSLCO1B1*1 DBA1/J mSlco1b2 knock-out mice, which we used to assess arthritic response to MTX using the collagen-induced arthritis model. Mass spectrometry-based proteomics analysis revealed that …

From Relic To Relevance, The Resurgence Of Tariffs, Reuven S. Avi-Yonah

Articles

Modern legal scholarship has largely relegated tariffs to economic analysis, overlooking their legal and policy significance. This Article challenges that view by examining tariffs as a potential pillar of fiscal policy, exploring their viability as a revenue source alongside or in place of traditional income and corporate taxation. While historically central to U.S. government funding, tariffs’ importance diminished with the rise of income taxation and trade liberalization. However, their recent resurgence as a tool for trade protection raises broader questions about their role in national economic strategy.

This Article critically assesses the feasibility of a tariff-based tax system, drawing on …

An Incidental Standard For Medical Ai, Nicholson W. Price Ii

Articles

Medical AI is poised to make a major difference in the provision of health. It brings major challenges, though: how can developers and implementers ensure that it will work safely and effectively—especially within the context of complex and highly variable health-care systems? Standards provide one key tool, potentially providing guidelines for everything from privacy to accuracy to how AI interacts with human clinicians. This Essay considers the last of these, describing a powerful quasi-standard from a surprising source: an FDA guidance document that tells developers when certain AI systems are not considered medical devices, and are therefore not regulated by …

Greater Body Dissatisfaction At Admission Is Associated With Lower Bmi At Discharge In Anorexia Nervosa: Predictive Validity Of The Eating Pathology Symptoms Inventory., Danielle A N Chapa, Marianna L. Thomeczek, Brianne N. Richson, Alan Duffy, Kara A. Christensen Pacella, Kelsie T. Forbush, Renee D. Rienecke, Dan V. Blalock, Sara R. Gould, Victoria L. Perko, Philip S. Mehler

Manuscripts, Articles, Book Chapters and Other Papers

People with anorexia nervosa (AN) engage in dietary restriction and other weight loss behaviors that result in dangerously low body weight, leading to an increased risk for mortality and medical complications. Weight gain is one of the most important indicators of treatment progress and recovery for AN. There are limited predictors of weight gain for patients with AN, making it difficult for clinicians to anticipate which patients are likely to respond favorably to treatment. Thus, there is a need to identify additional, potentially modifiable predictors of weight gain within a higher level of care for AN. This study tested the …