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Hb 268 - Elementary And Secondary Education, Adria E. Stevens, Se (Seth) Bin Yoo

Georgia State University Law Review

The Act, prompted by the September 4, 2024, Apalachee High School shooting, establishes sweeping safety, health, and wellness reforms for Georgia schools. The Act (1) requires every public school to install an Alyssa’s Alert mobile panic-alarm system integrated with 911 and first responders by July 1, 2026; (2) mandates secure Georgia Emergency Management and Homeland Security Agency (GEMA) standardized digital campus maps for emergency use; (3) authorizes GEMA to launch a statewide threat-reporting alert network and obliges schools to adopt formal threat assessment plans; (4) orders immediate transfer of disciplinary and behavioral records when students change districts; (5) funds “qualified …

Sb 185 - Penal Institutions, Hailey Sanford, Elijah C. Byrd

Georgia State University Law Review

The Act prohibits the use of state funds or resources to provide genderaffirming medical care to incarcerated individuals. It bans funding for sex reassignment surgeries, hormone replacement therapy, and any cosmetic or prosthetic procedures intended to alter an inmate’s primary or secondary sex characteristics. The bill includes limited exceptions, such as treatments for individuals with intersex conditions or those requiring continued hormone therapy that began prior to incarceration and is continued only for tapering purposes. The Georgia Department of Corrections is tasked with creating rules to govern these exceptions.

Sb 68. - Civil Practice, Sydney H. Jackson, Tiera K. Lloyd, C. Griffin Shaw

Georgia State University Law Review

The Act makes significant changes to Georgia’s civil litigation procedures. It stays discovery upon the filing of a motion to dismiss, limits voluntary dismissals after an answer is filed, and allows for bifurcated trials to separate issues of liability and damages. It caps recoverable medical expenses to the reasonable value actually paid and expands the admissibility of evidence related to damages—including permitting the admission of seat belt non-use to argue comparative fault or mitigate damages. The Act restricts attorney’s fee recovery by barring double recovery under multiple statutes and excluding contingency fee agreements as proof of reasonableness. It also creates …

Freedom Of Expression In Next-Generation Computing, Brittan Heller

UC Law Journal

Extended reality (XR)—the integration of virtual, augmented, and mixed reality technologies—creates immersive, embodied, and behaviorally integrated forms of communication that challenge traditional understandings of freedom of expression. While XR offers new opportunities for creativity, civic engagement, and cross-cultural participation, its immersive nature introduces risks of censorship, surveillance, biometric profiling, algorithmic manipulation, and inequitable access.

This Article situates XR within the framework of European human rights law. It begins by identifying the technical and psychological features that distinguish XR from conventional platforms, particularly presence, immersion, and embodiment, which transform speech into multisensory and interactive experiences. It then evaluates how existing legal …

Youth Program Fy2025 Evaluation Report, Madhawa Palihapitiya, Karina Zeferino

Massachusetts Office of Public Collaboration Publications

A School Climate Needs Assessment completed by 57 administrators evaluated both overall school climate and the key components that contribute to it. Administrators revealed low satisfaction with overall school climate (25%) and with students’ SEL skills (19%), and most considered these areas important to improve (77% and 79%) and expressed a desire for support (60% and 53%). Similar patterns emerged for academic performance (28% satisfied; 86% considered improvement important; 44% desired support), disciplinary actions (19%; 54%; 49%), and conflict levels—student-student (21%; 79%; 60%) and student-teacher (26%; 49%; 47%). Across these domains, a substantial proportion of respondents—often …

Public Perceptions Of Sexual And Dating Violence: How Attitudes On Sexual Education, Pornography, And Masculinity Relate To Rape Myth Acceptance, Bailey Lane Saldana

Dissertations

Rape myths are false beliefs that explain sexual violence, and uphold current beliefs on sexual violence (Payne, Lonsway, & Fitzgerald, 1999). These myths can be learned and reinforced through a variety of sources, including formal school-based sexual education programs, pornography consumption, and peers. Through two studies, sexual education and rape myth were examined. In the first study, an exploratory content analysis of state sexual education guidelines was completed to better understand what information and guidance is provided by states to those providing sexual education. In the second study, a sample of 420 U.S. adults completed a factorial survey experiment wherein …

No Exceptions: The New Movement To Abolish Slavery And Involuntary Servitude, Adam A. Davidson

University of Chicago Law Review

In the twenty-first century, slavery is still alive in the United States, but thankfully, it is increasingly unwell. States across the country, in places both expected and unexpected, have begun to pass amendments to their state constitutions that seek to finish the job started over 150 years ago by the Thirteenth Amendment. Whereas that amendment included an exception, providing for slavery and involuntary servitude as punishment for a crime, these new state amendments contain total prohibitions. But these prohibitions have thus far proven unable to end the blight of prison slavery merely through their text. This Article asks why and …

Per Se Non-Takings, Nestor M. Davisdson, Timothy M. Mulvaney

Faculty Scholarship

In the discourse on the Takings Clause, disputes over methodology have long formed a kind of proxy war, with per se rules ordinarily underwriting strong constitutional protection for property rights and ad hoc standards more often vindicating public interests. At a moment when the Supreme Court is increasingly embracing the rules end of this rules-standards spectrum, this Article offers a novel perspective to challenge the conventional link between categorical reasoning and classical liberal conceptions of constitutional property.

To do so, the Article excavates a vast body of law denying takings liability through rule-like reasoning, an approach the Article calls per …

Ending The Cycle: A New Approach To Decriminalize Mental Illness, Paige E. Kohn

Southern Illinois University Law Journal

Today, America faces a health paradox: the nation’s largest jails are the nation’s largest psychiatric institutions. In a criminal justice system designed for punishment, solutions like mental health units or mental health courts try to address this contradiction. Yet, if mental illness is a health issue, and not a criminal issue, then increased investments in the criminal justice system seem misplaced. Instead, a more promising approach is to stop the mentally ill from entering the criminal justice system at all.

This article presents just that: a new approach to decriminalize mental illness. Viewed under an overarching “health justice” lens, the …

Advocacy At The Front Door, Tenisha S. Hill

Capstone Projects and Master's Theses

This capstone project examines how integrating social work practices into the jail intake process can strengthen support for clients represented by the Public Defender’s Office. The project focuses on understanding the challenges clients face at the earliest point of contact often marked by trauma, instability, and limited access to services and how a social-work-informed approach can improve outcomes. Through direct observation, interviews with staff, and review of intake procedures, the project identifies key gaps in assessment, communication, and referrals. Findings highlight the need for more holistic intake practices that address clients’ social, mental health, and resource needs alongside their legal …

Addressing Mental Needs In The Justice System, Danna B. Perez

Capstone Projects and Master's Theses

Clients in the Mental Health Diversion Program often struggle to understand legal requirements due to the impact of mental health symptoms, which can interfere with their ability to complete the program. This capstone project was implemented at the Monterey County Public Defender’s Office within the Mental Health Diversion team, which serves individuals in the legal system with mental health challenges. The project aimed to strengthen staff communication with clients by providing a training presentation on mental-health-informed communication strategies. A post-presentation survey measured staff experience, confidence, awareness, and intention to apply the techniques. Results showed that most staff already had extensive …

Knowledge Acquisition On Mass-Shooting Events Via Llms For Ai-Driven Justice, Benign Ihugba

All Theses

Mass-shooting events pose a significant challenge to public safety because they generate large volumes of unstructured textual data, making it difficult to conduct effective investigations and formulate public policy. The proposed knowledge acquisition system utilized Large Language Models (LLMs) with few-shot prompting to extract vital information from news articles, police reports, and social media content at high speed. The system used entity recognition to detect vital information, which included offenders, victims, locations, and criminal instruments that support legal investigations. An experimental study conducted on actual mass-shooting datasets showed GPT-4o performs best for mass-shooting NER. The o1-mini delivered competitive performance while …

Flood-Level Estimation Using Aerial Imagery, Yisen Zhang

Electrical & Computer Engineering Projects for D. Eng. Degree

Reliable flood-level estimation using aerial UAV (Unmanned aerial vehicle) imagery is essential for effective post-disaster assessment and rapid emergency response. This study utilizes a UAV-based dataset, referred to as the UVA dataset, which integrates multiple public datasets and manually labeled UAV images, together with a multi-stage vehicle-centric framework for flood-depth estimation. The UVA dataset integrates images from multiple public sources, including Unmanned Drone Water Assessment (UDWA), Unmanned Aerial Vehicle Detection and Tracking (UAVDT), Car Parking Lot (CARPK), and additional UAV-view images collected from the internet, followed by manual annotation for water depth, viewing angle, and altitude labels. In the proposed …

Exploring The Relationship Between Job Satisfaction And Servant Leadership In Community Corrections: A Probation Officer’S Perspective, Shamira B. Gambrell

Education Doctoral

Probation officers work in demanding environments marked by high caseloads, role conflict, and organizational pressures that can negatively affect job satisfaction and workforce stability. Leadership practices at the frontline supervisory level play a critical role in shaping these experiences, yet limited empirical research has examined servant leadership within community corrections. The purpose of this quantitative correlational study was to examine the relationship between probation officers’ perceptions of servant leadership demonstrated by their direct supervisors and their level of job satisfaction.

Data were collected from probation officers affiliated with departments connected to the American Probation and Parole Association using an anonymous …

Coupled Machine Learning Models: Combining Observations And Numerical Analysis In A Physics-Regularized Approach, Austin B. Schmidt

LSU New Orleans Theses and Dissertations

This dissertation investigates surrogate modeling for fixed-location environmental forecasting using novel data-combination techniques. The work surveys the landscape of observational measurements and numerically generated data, identifying similar research and gaps in current methodologies. The ratio-coupled training framework is introduced to combine two data sources per predicted feature through a tunable parameter that weights training signal strength. An optimization scheme is developed to simultaneously tune surrogate weights and the coupled signal ratio, allowing relative influence between signals to act as an explicit regularizer. Three case studies demonstrate the methodology and approach in a variety of contexts. The first study is based …

A Dangerous Challenge To The Constitutionality Of The Felon-In-Possession Statute: United States V. Bullock, Matthew Matherne

MC Law Review

In United States v. Bullock, Judge Carlton Reeves held that the federal felon-in-possession statute was unconstitutional as applied to Mr. Bullock. Although Mr. Bullock had been previously convicted of multiple violent felonies involving a firearm, including one that resulted in the death of an individual, Judge Reeves dismissed the charges because the government failed to establish a historical tradition of prohibiting felons from possessing firearms. Judge Reeves’ determination that § 922(g)(1) is unconstitutional as applied to Mr. Bullock is a decision that is not only “dangerous” to society, but it contradicts the historical tradition of firearm regulation in America. …

The Role Of Law Enforcement In Sexual Assault Kit Submissions: A Statewide Analysis Of Decision-Making Processes & Focal Concerns In Kentucky., Rychelle Elizabeth Wilks

Electronic Theses and Dissertations

Sexual assault case attrition persists throughout the criminal justice system, partly due to inconsistent Sexual Assault Kit (SAK) submission decisions. This dissertation examines factors influencing police officers' decisions to submit SAKs for forensic testing, applying the focal concerns perspective to understand how legal and extra-legal characteristics shape these decisions. Using statewide Kentucky data from July 2007 to March 2018, this study analyzed 2,194 adult sexual assault cases from 192 law enforcement agencies. Of these cases, 1,520 (69.3%) resulted in SAK submission. Logistic regression analyses examined the full sample, as well as four subsamples. Results provide mixed support for focal concerns …

Evaluating Hail Spectrometer Data Quality And Uncertainty For Calculating Radar Reflectivity Factor, James Klinman

Theses and Dissertations

Reliable in situ measurements are essential for accurately forecasting and nowcasting hailstorms, as they provide insight into storm processes, improve predictions that protect public safety, and help assess potential damage to agriculture and infrastructure. This study evaluates the reliability of in situ hail measurements from the T-28 aircraft’s Hail Spectrometer and assesses their feasibility for radar reflectivity validation and parameterization. Data from 14 flights across five field campaigns were analyzed, focusing on comparisons between one-dimensional (1D) 1-Hz accumulated particle counts and two-dimensional (2D) particle images produced by the Hail Spectrometer. The 2D data were processed using the System for Optical …

Hardening The Economical Acquisition Of Intersection Data To Improve System Integrity, Anuska Das, Walt Fehr, Andrew Balmos, Mark Goodfriend, Yaguang Zhang, Richard O. Ajagu, James V. Krogmeier, Samuel Labi

Center for Connected and Automated Transportation

Modern traffic management systems increasingly depend on real-time Signal Phase and Timing (SPaT) data generated by Traffic Signal Controllers (TSCs) to support safety, mobility, and emerging connected-vehicle applications. The applications of SPaT outputs require timely and reliable access to such data from the traffic signal controllers. However, these controllers are safety-critical infrastructure and exposing them to external networks introduces significant cybersecurity and operational risks. Thus, there is a need for mechanisms that provide secure, low-latency access to SPaT data without compromising controller integrity. The information flow methods that are used traditionally for connected and automated vehicle (CAV) environments have several …

Week Of December 1, 2025, Student Life

College, School and Department Newsletters, Magazines, and Journals

Your weekly hub for events, resources and updates

What Environmental Circumstances Generate Hazardous Wave Overtopping Conditions For Infrastructure Disruption: Dawlish (United Kingdom) Case Study, Zbigniew Tomasz Zielonka

The Plymouth Student Scientist

Coastal infrastructure faces increasing threats from wave overtopping due to climate change, rising sea levels, and intensifying storms. This research investigates the environmental conditions that drive hazardous wave overtopping using Dawlish, a vulnerable section of the UK’s railway, as a case study. Understanding these conditions is essential for improving knowledge, developing effective mitigation strategies, and enhancing the resilience of shoreline defences against future challenges. Using one-year observations from WireWall instruments, offshore wave buoy, and meteorological data, the research applies a Random Forest model to assess the influence of metocean conditions on overtopping. The results indicate that wave height, tidal level, …

Development And Testing Of A Prototype Erbium-Doped Lithium Tantalate Based Sensor For Infrastructure Crack Detection And Measurement, Alejandro Barrera

Theses and Dissertations

Ensuring the safety and longevity of infrastructure is crucial to safeguarding communities and preserving economic stability. In this study, the development of a novel sensor for detecting and characterizing cracks in infrastructure, particularly suited for deployment on Unmanned Aerial Vehicles (UAVs), is presented. The device utilizes a laser (operating at 980 nm) for excitation of erbium-doped lithium tantalate nanoparticles that emit 1550 nm wavelength, which stimulates a photodiode for data collection. The data was utilized to collect, process, and reconstruct topological information. The synthesized lithium tantalate nanoparticle samples vary in erbium doping percentages of 0.5%, 3%, and 10%. Experimental evaluation …

Burnout And Compassion Fatigue Within Dispatch, Emily A. Mcfarren

Electronic Theses, Projects, and Dissertations

Continual exposure to trauma coupled with a general lack of

administrative support contributes to greater occupational risk for burnout and

compassion fatigue among first responders, causing many to leave the

profession. As the first line of communication for emergencies, dispatchers,

specifically emergency call takers are no exception. Yet, few studies have

investigated the prevalence and impact of burnout and compassion fatigue on

dispatchers in comparison to other first responders such as police, fire, or

emergency medical services (EMS). This study aimed to extend this line of

inquiry by surveying a stratified random sample of dispatchers working in

California dispatch centers …

The Impact Of The Covid-19 Pandemic On National Hockey League Fan Attendance, Ramon E. Rivera

Electronic Theses, Projects, and Dissertations

The COVID-19 pandemic struck swiftly around the world, causing several societal functions and normalcies to adapt or shut down completely. This culminating project explores the effects of COVID-19 on arena fan attendance of the National Hockey League (NHL). This project was guided by the following three research questions: Q1 – How did the NHL arena closures affect fan attendance during the COVID-19 pandemic? Q2 – What factors influenced NHL fan arena attendance before the start of the COVID-19 pandemic? Q3 – What factors impacted the NHL arena fan attendance after the conclusion of the COVID-19 pandemic? An empirical model developed …

Groundwater Arsenic Contamination In The Oro Grande Wash, Dalila Boice

Electronic Theses, Projects, and Dissertations

This study investigates the distribution of naturally occurring arsenic in groundwater within the Oro Grande Wash in San Bernardino County, California. Depth-discrete groundwater quality data were collected over multiple years using nested and Westbay monitoring wells. Water quality results showed higher levels of arsenic in the deeper aquifers, ranging between 600 feet and 1,000 feet below ground surface. Arsenic levels in these regions reached as high as 66 µg/L. At roughly 800 feet and below, water quality data from the wells reveal that arsenic concentrations exceeded the 10 µg/L maximum contaminant level (MCL) in 87% of cases. These data provide …

Generative Ai In South Carolina Government Agencies: Assessing Literacy, Usage, And Adoption Support, Dundy Vishnu Vardhan Kodela

All Theses

Generative Artificial Intelligence (AI) is rapidly transforming public-sector operations by improving efficiency, enhancing decision-making, and expanding the quality of citizen services. In South Carolina, state agencies are beginning to explore AI adoption under the South Carolina State Agencies Artificial Intelligence Strategy (2024), which prioritizes protecting citizen privacy, promoting responsible AI integration, and strengthening workforce AI literacy. However, successful implementation depends on the readiness, knowledge, and support available to government employees who interact with these technologies. This study evaluates the current level of AI literacy, usage patterns, institutional support, and employee attitudes toward generative AI across South Carolina government agencies.

Data …

Predicting Inmate Overcrowding To Improve Facility Management, Mayed Ali Alameri

Theses

Overcrowding is a major challenge to correction systems because the conventional forecasting techniques are inaccurate and inadequate in most cases. This paper will solve this by constructing and testing a machine learning-based model to predict facility-level overcrowding. With the use of the XGBoost Regressor model on a dataset comprising of U.S. correctional facilities, the research identified key structural drivers but showed that the static facility attributes alone have limited predictive power (r-square approx 0.18) The discussion shows that overcrowding is non-linear, and a complicated problem not confined to the facility characteristics but to the larger, non-measurable regional influences, of which …

Overcoming Title 42 And The 2022-3 Venezuelan Migrant Expulsion Spectacle: A Border Securocracy Case Study, Terence M. Garrett, Arthur Sementelli

School of Political Science, Public Affairs, Legal and Security Studies Faculty Publications

On October 12, 2022, the Biden administration abruptly changed course and announced that Venezuelan refugees would be immediately subject to Title 42—the policy that effectively means that those migrants would be summarily forced to return, or expelled, to Mexico. For FY 2022, Customs and Border Protection apprehended and/or expelled a total of 2,766,582 enforcement actions (CBP FY 2022). The resulting media spectacle illustrates another example of border securocracy—defined as the globalized border industrial apparatus oppressing the masses from the global south. We construct a case study based on Boje's narrative approach to illustrate how guided discussions of Title 42 …

Seasonal Performance Of Mrms Qpe In Urban Hydrologic Modeling Using Epa-Swmm, Randall Kirk Bagwell

Theses and Dissertations

Accurate rainfall estimation is essential for effective hydrologic modeling, particularly in urban environments where infrastructure must withstand extreme precipitation. This study evaluates the EPA Storm Water Management Model (EPA-SWMM) using MRMS RadarOnly Quantitative Precipitation Estimation (QPE) 1-hour Accumulation as the primary rainfall input for a watershed in Little Rock, Arkansas. The region was selected due to its urban character and the limited availability of radar-based hydrologic studies in Arkansas. 21 storms were analyzed from 2022-2025: 10 in Winter, 7 in Spring, and 4 in Summer. Storms were selected due to their effect on flow. The model was calibrated using February …

Best Practices For Local Law Enforcement In Counterterrorism: Enhancing Interagency Communication & Developing Modern Information Sharing Systems, Michael G. Fitterman

Master's Theses

Local law enforcement agencies play a critical and increasingly central role in the United States’ domestic counterterrorism architecture. While federal agencies possess sophisticated intelligence capabilities, local officers are often the first to encounter early indicators of radicalization, pre-operational planning, and suspicious behavior. Despite this frontline role, communication between local, state, and federal agencies remains fragmented, inconsistent, and sometimes informal. These gaps weaken national situational awareness and limit the ability of agencies to identify emerging threats.

This thesis examines the structural, technological and cultural challenges hat impede effective information sharing among law enforcement agencies. It outlines best practices that local departments …