Digital Commons Network^™

Descriptive Search Of Security Camera Footage Via Generative Artificial Intelligence, Na

Defensive Publications Series

While security camera footage can be searched by date/time ranges, it is not possible to search footage using descriptive text phrases. Consequently, investigations of security camera footage are laborious and time consuming. This disclosure describes techniques that enable security operators to search for individuals of interest in security camera footage with descriptive text queries in an efficient, privacy-sensitive manner. Per the techniques, images of individuals captured on security camera footage are optionally modified to blur facial features. After the blurring, embeddings are obtained for different individual images captured in the footage, where similar individuals cluster together in the embedding space. …

Gci Omni-Vortex Integrator (V1.0): Universal Nexus Framework For The Gci Ecosystem, Michael Victor Caldwell Mr.

Defensive Publications Series

abstract: The GCI Omni-Vortex Integrator (v1.0) defines the essential framework for deploying and operating GCI's open-hardware inventions as a cohesive, functional ecosystem. This master disclosure serves as the Universal Operating System and Assembly Manual, detailing critical inter-invention dependencies, standardized interfaces (e.g., MIS 6-Pin), and an integrated deployment methodology. It ensures safe, efficient, and robust real-world operation by outlining how individual GCI components—such as the Vortex Microbubble Refiner ("Titan"), Omni-Vortex Kinetic Stack, Arachne Smart-Skin, and APR AI—must interface and collaborate. This framework prevents partial or incorrect deployments that could lead to performance degradation or system failure, thereby protecting the integrity and …

Co-Optimization Of Compute Workloads Across Heterogeneous Data Center Fleets, Raiford Smith, Ana Radovanovic, Anant Vikram, Roman Malina

Defensive Publications Series

The isolated optimization of distinct data center fleets may lead to systemic inefficiencies and may not optimally utilize the collective compute capacity available across different infrastructures, creating challenges in cost management and reliability as well as water and energy consumption. Systems and methods are described that can provide a framework for a federated marketplace where compute demand can be expressed through standardized bids and available capacity can be advertised through standardized offers. A central optimization engine can ingest these bids and offers to match workloads with suitable data center resources based on a plurality of criteria, such as cost, latency, …

Modular Auxiliary Framework For Expanding Smart Wearable Device Capabilities, Junaid Syed, Ajmal Godil

Defensive Publications Series

Smartwatches and other smart wearable devices are inherently limited by compact form factors, which often constrain battery capacity, heat dissipation, and the integration of specialized hardware. As a result, useful sensors (e.g., high-resolution cameras, advanced health monitors) are frequently omitted due to restricted internal real estate. This disclosure describes a modular auxiliary framework designed to expand wearable device capabilities. A side-mounted adapter unit is secured to the watch body to interface with existing charging and data pins. This adapter provides a standardized external connector for various hot-swappable auxiliary modules, including external batteries, sensor arrays, and/or communication hardware. Secure attachment is …

Multimodal Construction Of Ideational Meaning On Opening Pages Of English Textbooks In China, Yudie Wei, Uti Aryanti

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study aims to examine how ideational meaning is multimodally constructed on 31 opening pages through the interaction of theme images and Look and Share questions in four newly published junior high school English textbooks by People’s Education Press. Adopting the multimodal discourse analytic approach, the study analyzed representational processes in 32 images using Visual Grammar and ideational processes in 97 verbal interrogatives through transitivity patterns. The findings show that opening page images are predominantly narrative, frequently foregrounding action and reactional processes. The verbal questions, in contrast, show a strong tendency toward mental processes, while material and relational processes also …

Internal Family Systems Therapy For Trauma Recovery And Addiction In Sexual And Gender Minorities, Walter Saunders

Walden Dissertations and Doctoral Studies

Sexual and gender minorities (SGM) experience disproportionately high rates of substance use disorders linked to trauma exposure, minority stress, and barriers to affirming behavioral health care. Although trauma-informed approaches have expanded, little is known about how SGM individuals experience and make meaning of their engagement in internal family systems (IFS) therapy for trauma and addiction. Guided by Schwartz’s theory of the multiplicity of the mind and minority stress theory, the purpose of this qualitative phenomenological study was to explore how SGM individuals describe and interpret their engagement in IFS therapy within the context of trauma and addiction. Interpretative phenomenological analysis …

Child Protection Workers’ Perceptions Of Burnout And Work Dissatisfaction, Ashley-Camille Jackson

Walden Dissertations and Doctoral Studies

Child protection workers work in a stressful and demanding occupation, subject to high staff turnover and inexperienced staff. This situation has created problems for child protection workers in doing their jobs effectively—for example, handling their daily tasks and caseload—leading to potential burnout and work dissatisfaction. Existing literature has explained how burnout begins to develop as a response to chronic exposure to job-related stressors, to a point of emotional exhaustion and reduced personal accomplishment. Researchers have found that work-related conditions have contributed to the development of burnout, especially when attempting to define how one could be overworked and how much labor …

The Good Samaritan In Australian Catholic Schools: Rethinking The Meaning Of The Parable For Catholic Identity, Maurice Ryan

eJournal of Catholic Education in Australasia

The parable of the Good Samaritan (Luke 10:25-37) has been influential in defining and directing the identity of Australian Catholic schools. Traditional interpretations of the parable focus on themes that stress love of enemies, care for those in need, and consideration of all humans as neighbour. A sub-text in understanding the parable has been the priority accorded to Christian conceptions of compassion over and against perceptions of Jewish adherence to legal requirements to observe purity prescriptions. This article seeks to challenge these traditional ideas about the meaning of the parable. A refreshed understanding of the parable offers Catholic schools more …

Mindy Spencer Joins Lindenwood As Senior Vice President For Advancement, Lindenwood University

Archived Lindenwood Press Releases

No abstract provided.

Spectator 2026-03-12, Editors Of The Spectator

The Spectator

No abstract provided.

Conference Proceedings Of The 2025 Lec Teaching And Learning Conference, Martha Snyder

LEC Conference Proceedings

No abstract provided.

March 12, 2026, Caa

Minutes

No abstract provided.

Exploring Rural Educator's Perceptions Of Educational Accountability Measures In Alabama, Steven Sims Ii

College of Education

This qualitative study will examine rural stakeholders' perceptions of the educational accountability measures implemented by the state of Alabama, including Alabama’s adoption of mandatory retention laws, specifically the Alabama Numeracy and Literacy Act, accountability tests such as the Alabama Comprehensive Assessment Program (ACAP), the ACT, and the College and Career Readiness Standards (CCRS), as well as how these initiatives impact the process of identifying and labeling schools as failing. This research explores stakeholders' perceptions of the efficacy of these policies. Through semi-structured interviews with 21 educators (20 teachers and one principal) from rural Black Belt schools, the study aims to …

Social Network Determinants Of Cigarette Forgoing And Quit-Related Conversations In A 15-Day Ecological Momentary Assessment Study In Mexico And The Us, Lizeth Cruz-Jiménez, Kevin A. Carson, Jim Thrasher Ph.D., Ma, Ms, Katia Gallegos-Carrillo, Dèsirée Vidaña-Pérez, Diego F. Leal

Faculty Publications

Introduction

Methods

Montana Kaimin, March 12, 2026, Students Of The University Of Montana, Missoula

Montana Kaimin, 1898-present

Student newspaper of the University of Montana, Missoula.

Board Of Directors Quarterly Meeting - Notice And Agenda 03/12/2026, Uc Law Sf

2026 Board of Directors Agenda and Materials

No abstract provided.

Academic Village Finance Authority - Open Session Book 03/12/2026, Uc Law Sf

2026 Board of Directors Agenda and Materials

No abstract provided.

Board Of Directors Quarterly Meeting - Open Session Book 03/12/2026, Uc Law Sf

2026 Board of Directors Agenda and Materials

No abstract provided.

Reared In Disaster: The Long-Run Harm From Childhood Storm Exposure, Lucas Kaplan

Center for Policy Research

I estimate how exposure to natural disasters in childhood shapes earnings and schooling later in life, using newly assembled county-date disaster records dating back to 1951 linked to residential histories in the NLSY79. I compare adult outcomes for children who are born in the same county but due to disaster timing experience different amounts of exposure, finding that severe and repeat disasters reduce earnings. I show that school-age disaster exposure drives long-run harm: exposure between ages 5 and 10 reduces educational attainment, while exposure between ages 10 and 15 reduces adult earnings. Finally, Black individuals suffer larger earnings losses than …

Alabama State Funding Models' Effect On Early College Enrollment For Rural Students, Mattie L. Hudson

College of Education

Inequitable access to community college dual enrollment programs remains a national concern, particularly across geographic and socioeconomic contexts. Grounded in social capital theory and informed by Bourdieu’s theory of social reproduction, this quantitative, non-experimental study conceptualized state dual enrollment funding as a structural form of capital that may either reproduce or mitigate educational inequities. The study examined differences in dual enrollment participation by high school locale and poverty level and tested whether state funding predicted course intensity and postsecondary outcomes within the Alabama Community College System. Archived student-level administrative data were analyzed using chi-square, negative binomial, and binary logistic regression …

Ole Miss Bridge Program Equips First Responders With Sensory Kits, Marvis Herring

University of Mississippi News

OXFORD, Miss. – Flashing lights and blaring sirens during an emergency can overwhelm anyone, especially individuals with autism or sensory sensitivities. But a new initiative from the University of Mississippi's Bridge Program aims to help families find comfort when first responders arrive.

Calling Rural Parents: Impact Of Information And Communication Technology On Parental Involvement, Rachel M.H. Robertson

College of Education

Rural, Title I schools in West Alabama faced socioeconomic and geographic barriers that limited equitable access to education. A key factor affecting student achievement in these contexts was parental involvement, which research has shown was lower in rural areas. The purpose of this mixed-methods study was to examine the relationship between communication and parental involvement in these two schools. Guided by Epstein’s framework of overlapping spheres of influence, Hoover-Dempsey and Sandler’s parental involvement model, and Rogers and Wright’s (2008) research on the role of communication in cultivating effective school-to-home partnerships, the researcher investigated the relationship between information and communication technologies …

Geo 170 - Earth Science And Society, Yuri Gorohkovich

Open Educational Resources

Syllabus for our new OER course

The Grizzly, March 12, 2026, Renee Washart, Alex Zelaya, Nico Yanzaguano, Claudia Tracy, Andrew Mihniak, Sophia Kumar, Hadley Whitman, Erin Ewing

Ursinus College Grizzly Newspaper, 1978 to Present

We Didn't Start the Fire (in New Hall) • Disability Day of Mourning at Ursinus College • Alumni Graduate Student Panel: Health Sciences • All-Recovery: What Does it Mean to Get Sober in College? • New Spades Club Shares, Teaches, and Tournaments! • Snow Days: Are They Only Fun for Students? • Bears Basketball Finishes Up Successful Season • Women's Lacrosse Winning Big to Start the Season

Electrochemical Deactivation Of High-Strength, Catechol-Based Adhesives Incorporated With Anhydrous Proton And Electron Conducting Elements, Han Peng, Zhongtian Zhang, Vedika Khare, Abhilash Arjan Das, Fatemeh Razaviamri, Kan Wang, Bruce P Lee

Michigan Tech Publications

Catechol offers switchable adhesion in response to electrochemical redox reaction. However, electrochemistry requires water for effective proton transport, but water weakens adhesive performance. Here, we incorporate proton and electron conducting elements (sulfonic acid-containing monomer and multiwalled carbon nanotube, respectively) into a water-free catechol-based adhesive to create a high-strength adhesive that is also susceptible to electrochemical control. These additions increase the proton and electrical conductivity by over 100-fold. The adhesive also exhibits elevated lap shear adhesion strength (4.6 MPa) to metal substrates and outperforms a commercial epoxy glue. Under mild electrical stimulation (9 V), the adhesive strength decreases by over 90%. …

Longitudinal Patterns Of Dental Health Care Utilization 18 Months Before And 36 Months After Initiation Of Index Medications For Opioid Use Disorder, Payel Jhoom Roy, Nalingna Yuan, Yaming Li, Anne Mobley Butler, Katelin B. Nickel, Gretchen Gibson, Colin C. Hubbard, Taylor L. Boyer, Katie J. Suda, Michael J. Durkin

Faculty and Staff Publications

Objectives: In 2022, the FDA issued a drug safety communication based on case studies that transmucosal buprenorphine, a medication for opioid use disorder (MOUD), may contribute to dental disease. We sought to assess longitudinal dental care utilization patterns among patients with opioid use disorder (OUD) in the 18 months before and 36 months after MOUD initiation.

Methods: Using data from the Veterans Affairs Corporate Data Warehouse (2003-2020), we created a cohort of patients coded for OUD and prescribed MOUD. Outcomes included preventive and therapeutic dental visits and oral infections within 18 months before and up to 36 months after index …

Optimising Human–Ai Decision Performance: A Trust And Capability Framework For Knowledge Management, Eduardo Carlos Dittmar, Martin Sposato

All Works

Organisations struggle to optimise human–AI collaboration in knowledge-intensive decision-making. This paper proposes the Trust–Complementarity Model of Collective Intelligence (TCM-CI), explaining how calibrated trust and complementary capability utilisation drive superior organisational performance. Through systematic synthesis of human–AI interaction and knowledge management research, we identify three core mechanisms: (1) calibrated trust maximises collective intelligence by balancing appropriate reliance with necessary oversight, (2) complementarity–trust interaction determines optimal performance when high capability utilisation combines with appropriate trust levels and (3) dynamic feedback loops create reinforcing organisational learning cycles. The framework provides practical guidance for executives designing human–AI teams, developing trust calibration training, and establishing …

Household Expenditure And Insurance Adoption As Determinants Of Financial Risk In Urban Companion Animal Healthcare, Hong Yun Wu, Chee Vui Wong, Changh Hao Han

Jesselton Journal of Educators and Scholars

Urban households increasingly face financial exposure associated with companion animal healthcare in market-based systems where costs are largely borne out of pocket. This study examines how household expenditure and insurance adoption shape financial risk in urban companion animal healthcare. Using survey data from 500 urban households, the analysis investigates expenditure patterns, predictors of pet insurance adoption, and spatial variation in healthcare spending across urban districts. Regression results show that household income, number of pets owned, educational attainment, and age are significantly associated with variation in annual healthcare expenditure. Logistic regression findings indicate that insurance adoption is driven more by socioeconomic …

No Effect In Plasma Corticosterone Levels After Observation Of Diseased Conspecifics, B. M. Hardy, M. Chang, S. Mccallum, S. Santangelo, Patricia C. Lopes

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Organisms commonly respond to stressors in their environment by increasing the secretion of corticosterone (CORT). While increased CORT is acknowledged as a response to predation risk by organisms inhabiting a landscape of fear, new research raises the potential for changes in CORT as a response to the risk of infection by organisms in their environment. An increase in CORT of a healthy, uninfected individual in response to their perception of the risk of infection in their environment could change their susceptibility to infection, highlighting a significant role for CORT to alter host–pathogen dynamics. To investigate the effects of infection risk …

Publication Productivity Among International Medical Graduates And U.S. Medical Graduates In Neurosurgery: A Comparative Assessment Using The Arms Race Control Score, Joanna M. Roy, Omar M. M. Mansoor, Samit Sen, Aaron C. Segura, Rithvik Naga Ganti, Basel Musmar, Gilberto Perez Rodriguez Garcia, Brett Henshey, Saarang Patel, Sruthi Ranganathan, Victor Gabriel El-Hajj, Stavropoula I. Tjoumakaris, M. Reid Gooch, Robert H. Rosenwasswer, Christian Bowers, Pascal Jabbour

Department of Neurosurgery Faculty Papers

BACKGROUND AND OBJECTIVES: The Arms Race Control Score (ARCS) was developed to provide a quantitative assessment of publications among residency applicants. International medical graduates (IMGs) often have higher numbers of publications compared to U.S medical graduates (US MDs). However, there is limited knowledge of publication quality and effort among IMGs and US MDs. Our study analyzes publication productivity among IMGs and US MDs using the ARCS.

METHODS: Applicants were selected from ACGME-accredited training programs that enrolled both IMG and US MD residents over the 2018-2024 match cycle. Programs without IMG residents in a given year were excluded from the analysis. …