Digital Commons Network^™

Do The Canadian Practical And Legal Frameworks On Ai Adequately Address The Uses Of Llms In Courts?, Céline Castets-Renard

UBC Law Review

No abstract provided.

Too Dangerous To Deploy? The Challenge Language Models Pose To Regulating Ai In Canada And The Eu, Robert Diab

UBC Law Review

No abstract provided.

Maintaining Legitimacy: Artificial Intelligence, Automated Decision Making, And Reasonableness Review Under Canadian Administrative Law, Bradley Henderson

UBC Law Review

No abstract provided.

Algorithmic Sentencing & Displaced Judicial Discretion: Storytelling Solutions For Rule Of Law Problems In The Age Of Ai, Katie Szilagyi

UBC Law Review

No abstract provided.

Lying Chatbot Makes Airline Liable: Negligent Misrepresentation In Moffatt V Air Canada, Isabelle St-Hilaire

UBC Law Review

No abstract provided.

The Impact Of Generative Ai On The Legal Market, David Cohen, Matthew Peters

UBC Law Review

No abstract provided.

Insights Gained From Applying Molecular Techniques To Gray Triggerfish (Balistes Capriscus Gmelin, 1789) In The Mexican Caribbean, The Southern And Northwestern Gulf Of Mexico, Geaceli G. Orive

Theses and Dissertations

This study focuses on Balistes capriscus (Gray Triggerfish), a reef-associated species dependent on hard-bottom habitats in the Gulf of Mexico (GOM). Using mitochondrial DNA barcoding and phylogenetic analyses, genetic structure across four sites was assessed: Rio Grande Valley (RGV), Veracruz, Chinchorro Bank, and Xahuayxol. Samples from RGV and Veracruz exhibited limited haplotype diversity, minimal nucleotide divergence, and weak genetic differentiation-patterns consistent with recent population expansion and ongoing connectivity within the GOM. While the study centered on B. capriscus, all individuals from Chinchorro and Xahuayxol unexpectedly grouped with Canthidermis maculata (Spotted Oceanic Triggerfish), suggesting misidentification, cryptic diversity, or taxonomic uncertainty in …

Summer 2025, Georgia Library Quarterly

Georgia Library Quarterly

No abstract provided.

2024 Annual Report Of The Collections, Metadata, & Resource Sharing Division, Maria Savova, Joshua Keyes, Candace Lebel, Casey Ann Mitchell, Melissa Perez

Library Staff Publications and Research

No abstract provided.

The Role Of Social Media In Cultural Change In Saudi Society (From The Woman’S Perspective), Huda Abdulaziz Aldegheiy

Journal of Arts and Social Sciences

The study aimed to identify the role of social media in cultural change in Saudi society from the point of view of women. In light of the nature of the study, the researcher used the descriptive analytical approach, and the study tool was the questionnaire, and the sample size reached (709) of women in Saudi society. The study found several results, the most important of which were: (45.7%) of the study sample believe that TikTok is the most influential social media on cultural changes, while there are (26.7%) who believe that Snapchat is the most influential, and that there is …

The Impact Of The Covid-19 Pandemic On The Lives Of Individuals In Kuwaiti Society During Curfew, Hend Batel Al-Ma’Seb, Maha Meshari Al-Sejari

Journal of Arts and Social Sciences

The main aim of this study is to assess the extent to which the Covid-19 pandemic has affected individuals in Kuwaiti society in its various aspects, such as economic conditions, social relations, personal hygiene, and physical health, which are determined by demographic factors such as age, gender, marital status, and level of education. The study employed a descriptive approach and recruited 703 individuals who lived in Kuwait during the pandemic. The main tool used was an online questionnaire. This questionnaire consists of several sections, including an introduction, demographic information about respondents, and a scale of the impact of the pandemic …

The Role Of Service Quality In Enhancing The Brand Image Of Sports Clubs In The Sultanate Of Oman, Amain Gaafar, Ali Al Yaaribi

Journal of Arts and Social Sciences

The study aims to identify the dimensions of service quality in improving the Brand image in sports clubs - in the Sultanate of Oman, and the descriptive approach was used in the survey method. The study sample was randomly selected from Club boards of directors, club managers, players, coaches, clubgoers, and escorts, and their number was (39). The study recommends focusing on developing appropriate strategies that help improve the brand image of sports clubs among members and beneficiaries.

Girls Of Riyadh Narrating The “Velvet Class” In Saudi Arabia, Yahya Hassan Al-Wadhaf

Journal of Arts and Social Sciences

Banat al-Riyadh, translated as Girls of Riyadh, is a Saudi controversial novel which was initially published in 2005 and appeared as an English version in 2007. The narrative gives a detailed and an inside view to the domestic and ‘private’ part of the Saudi society. It gives an access to that ‘velvet class’ as the narrator describes the women that occupy the narrative space of Girls of Riyadh. The novel addresses in a revolutionary manner issues pertaining to women’s rights, dreams, hopes and aspirations The novel addresses in a revolutionary manner issues pertaining to women’s rights, dreams, hopes, and aspirations …

Socioeconomic Inequality In Child Malnutrition In Sudan: Results From The Multiple Indicator Cluster Survey (2014), Huda Mohamed Mukhtar Ahmed, Mutaz Fikri Mohamed Osman Digna

Journal of Arts and Social Sciences

This study investigates the association between nutrition indicators such as height/weight-for-age and weight-for-height with socioeconomic variables in Sudan, using the Multiple Indicator Cluster Survey data, 2014. These variables include Household's wealth quintiles, mother's highest education level, head of household's highest level of education, place of residence, age and gender of the child, region, and access sanitation facilities A concentration index and curve and a probit model used were to measure the socioeconomic inequality in under-five children malnutrition. The findings showed that the child's age (P = 0.000), mother's education of secondary and above (P = 0.046), and households’ richest quintile …

The Effect Of Diet Formulations Containing Different Protein Sources On Energy And Nitrogen Utilization In Lactating Jersey Cows, Kortney Ann Harpestad

Department of Animal Science: Dissertations, Theses, and Student Research

It is well understood that lactating dairy cows require metabolizable protein (MP) for milk yield and milk protein synthesis. Diets with conventional feed sources like corn and soybean meal (SBM) may not sufficiently meet all MP and amino acid (AA) requirements so supplementation with more rumen undegradable protein (RUP) rich feeds or rumen-protected AA can be fed to support animal performance. The growth trajectory of biofuels has resulted in dramatic increases in the production of feeds like heat treated soybean meal (HTSBM). While the chemical composition of this product is understood, there is a need to better understand how HTSBM …

Prioritizing Privacy In Artificial Intelligence: A Practitioner-Grounded, Layered Framework, Prince Boadi

Masters Theses & Doctoral Dissertations

As artificial intelligence (AI) systems rapidly assume responsibility for processing large volumes of sensitive personal data, organizations struggle to identify which privacy safeguards deserve immediate, sustained investment. This study develops a practitioner-informed framework that ranks and organizes privacy controls for AI environments, thereby bridging the persistent gap between regulatory mandates and implementation realities. Using grounded theory and thematic analysis of 152 qualitative responses drawn from experts in technology, healthcare, government, defense, and education, we coded interview data in ATLAS.ti to surface three interdependent control layers—Strategic Governance Controls, Operational Controls, and Technical Controls—that map closely to the NIST Privacy Framework and …

Foundations Of Quality: A Toolkit For Professional Growth In Infant/Toddler Classrooms, Amber A. Hulin

Masters Projects

This project aims to tackle the issue of inconsistencies in the educational experiences provided by many early childhood programs. This project focuses primarily on the infant/toddler age group. Chapter 1 identifies a key contributing factor in these inconsistencies: a shortage of high-quality teachers due to lack of infant/toddler focused content in teacher preparation programs and further professional development. Chapter 2 reviews the literature including what a high-quality educator is and how a high-quality educator impacts a child’s development. It also identifies the various teacher preparation programs and highlights the lack of infant/toddler content in professional development. Chapter 3 presents a …

The Need For Specialized Career Development Services For Collegiate Student-Athletes, Scott Victor-Allen Spaanstra

Masters Projects

Research has shown that college students benefit greatly from career development services provided by their university (Bridgstock et al., 2019). However, many collegiate student-athletes may find it difficult to utilize their on-campus career development resources due to additional time constraints, stress and pressure, and struggle with athletic identity (Carodine et al., 2001). This project explores the importance of specialized career development support for student-athletes at collegiate universities as specialized career development services have been shown to benefit students (Patton & McMahon, 2021). This project will introduce career development services to help student-athletes as well as provide the tools to evaluate …

An Examination Of Inclusive Education Programs For Children With Disabilities, Haley Misiewicz

Masters Projects

This project addresses the ongoing need for high-quality professional development that equips early childhood educators with effective strategies for inclusive education. Research consistently demonstrates that inclusive settings benefit both students with disabilities and their typically developing peers, yet many educators report a lack of confidence, training, and support when implementing inclusive practices. Grounded in the principles of Universal Design for Learning (UDL) and informed by federal legislation such as IDEA and ADA, this project presents a professional development toolkit designed to support preschool through second-grade teachers in creating accessible, responsive classroom environments.

The toolkit consists of a 90-minute training session, …

Contextualization Of Harmonized Cognitive Assessment Protocol (Hcap) In An Aging Population In Rural Low-Resource Settings In Africa: Experiences And Strategies Adopted To Optimize Effective Adaption Of Cognitive Tests In Kenya, Roselyter Riang’A, Eunice Muthoni, Niranjani Nagarajan, Felix Agoi, Patrick Mwangala, Alden Gross, Jean Ikanga, Kenneth Langa, Edward Miguel, Anthony Ngugi

Population Health, East Africa

Cross-cultural adaptation of cognitive assessments is crucial for detecting Alzheimer's disease (AD) and related dementias (ADRD) in aging populations. This study documents the adaptation of the Harmonized Cognitive Assessment Protocol (HCAP) for a pilot study on the Longitudinal Study of Health and Aging in Kenya (LOSHAK) in rural Kilifi County, Kenya, highlighting challenges and strategies for optimizing outcomes. As part of the LOSHAK feasibility phase, cognitive tests including: the Swahili Mental State Examination, 10-word recall, animal naming, story recall, clock drawing, and making change, were administered to 202 participants (≥45 years) from the Kaloleni/Rabai Health and Demographic Surveillance System (KRHDSS). …

Midlife Cognitive Testing In Africa: Validity Of The Harmonised Cognitive Assessment Protocol In The Kenya Life Panel Survey, Alden Gross, Madeline Duhon, Eric Ochieng, Jean Ikanga, William Dow, Jinkook Lee, Michael Walker, Michelle Layvant, Anthony Ngugi, Joshua Ehrlich

Population Health, East Africa

Objectives: Cohort studies of ageing and cognitive decline typically do not begin fielding comprehensive cognitive assessments until older adulthood. However, for identifying preventable dementia risk factors, there is strong value in beginning at earlier ages. The case is especially compelling in sub-Saharan Africa, where the number of older individuals is expected to triple in the next three decades, and where risk factors may operate more intensively at earlier ages. This study reports on the adaptation and validity of the Harmonised Cognitive Assessment Protocol (HCAP) approach in the Kenya Life Panel Survey (KLPS), collected among middle-aged respondents.

Design: To evaluate the …

Dp-Brem: Differentially-Private And Byzantine-Robust Federated Learning With Client Momentum, Xiaolan Gu, Ming Li, Li Xiong

Faculty, Staff and Student Publications

Federated Learning (FL) allows multiple participating clients to train machine learning models collaboratively while keeping their datasets local and only exchanging the gradient or model updates with a coordinating server. Existing FL protocols are vulnerable to attacks that aim to compromise data privacy and/or model robustness. Recently proposed defenses focused on ensuring either privacy or robustness, but not both. In this paper, we focus on simultaneously achieving differential privacy (DP) and Byzantine robustness for cross-silo FL, based on the idea of learning from history. The robustness is achieved via client momentum, which averages the updates of each client over time, …

Pain Acceptance In Chronic Postoperative Pain: Concept Analysis, Sajini M Thekkel, Constance M Johnson, Meagan Whisenant, Deniz Dishman

Faculty, Staff and Student Publications

Purpose: Chronic postoperative pain (CPOP) is a potential outcome of otherwise successful surgery that can persist for months, with its prevalence varied by surgical type, genetic predispositions, and psychosocial factors. Pain acceptance offers better outcomes to these patient populations by fostering a willingness to experience pain without resistance. This analysis examines how pain acceptance contributes to psychological well-being, helps reduce opioid misuse, and enhances quality of life, even in the presence of CPOP.

Design: The concept analysis approach follows Walker and Avant's framework (2019).

Methods: A literature search across PubMed, Web of Science, and CINAHL yielded 276 articles, of which …

Isolation And Functional Properties Of Highly-Purified N-Terminal Domain Of Human Napi2b By Scalable “Resin Overload” Technique, Daria Savenkova, Irina Makarenko, Daria Nedorezova, Ramziya Kiyamova, Mikhail Bogdanov

Faculty, Staff and Student Publications

Despite the enthusiasm and advances in the purification of native and engineered full-length membrane proteins, little attention has been paid to their fragments which could serve as attractive inspiration for function, regulation, or targeting of full-length membrane protein with therapeutic antibodies (Abs). Production of recombinant fragments of "therapeutic" membrane proteins for early-stage discovery research requires their purification to near homogeneity. It is important not only for the production of biotherapeutic antibodies but also for structural and functional studies of competitive protein-Abs, protein-protein, and lipid-protein interactions which heavily rely on the purity and quality of the isolated protein fragment of interest. …

Addressing Challenges In Developing Treatments For Inherited Retinal Diseases: Recommendations From The Third Monaciano Symposium, Debra A Thompson, K Thiran Jayasundera, Oleg Alekseev, Robin R Ali, Alessia Amato, Vadim Y Arshavsky, Isabelle S Audo, Alberto Auricchio, James W B Bainbridge, Eyal Banin, Cagri G Besirli, David G Birch, Kari E Branham, Artur V Cideciyan, Stephen P Daiger, Jacque L Duncan, Abigail T Fahim, John G Flannery, Roberto Gattegna, John R Heckenlively, Elise Héon, Alessandro Iannaccone, Naheed W Khan, Samer Khateb, Henry J Klassen, Bart P Leroy, Dario Marangoni, Michel Michaelides, David C Musch, Mark E Pennesi, Simon M Petersen-Jones, Eric A Pierce, Rajesh C Rao, José-Alain Sahel, Paul A Sieving, Enrica Strettoi, Cameron R Strong, Thomas J Wubben, Paul Yang, David N Zacks

Faculty, Staff and Student Publications

Over the past decade, efforts focused on developing genetic therapies for inherited retinal diseases have advanced steadily to clinical trials and the development of a treatment, fueling optimism for the potential of precision medicines to provide safe and effective therapies for these rare conditions. Although several ongoing programs remain poised for success, numerous challenges have negatively impacted the ability to obtain regulatory approvals. The present position paper briefly summarizes recent advances and challenges in developing therapeutics for inherited retinal diseases, and presents a set of recommendations for moving the field forward. The priorities identified are discussed in terms of progress …

Transcriptomic Analysis Of Localized High-Risk Prostate Cancer Improves Prognostication And Identifies Benefit From Adding Docetaxel To Definitive Radiotherapy With Androgen Suppression In The Nrg Oncology/Rtog 0521 Phase 3 Trial, Ryan M Phillips, James A Proudfoot, Elai Davicioni, Yang Liu, Daniel E Spratt, Jeff M Simko, Robert B Den, Alan Pollack, Seth A Rosenthal, A Oliver Sartor, Christopher J Sweeney, Gerhardt Attard, Leslie Longoria, Samir Patel, Michael W Straza, Jason A Efstathiou, Amit B Shah, Karen E Hoffman, Joseph P Rodgers, Howard M Sandler, Felix Y Feng, Phuoc T Tran

Faculty, Staff and Student Publications

Background and objective: NRG/RTOG 0521 randomized men with high-risk localized prostate cancer (PC) to androgen suppression (AS) and definitive radiotherapy (RT) ± docetaxel-based chemotherapy (CT). The overall survival (OS) benefit with CT initially reported was lost on longer follow-up. The Decipher genomic classifier (GC) measures multiple transcripts relevant to docetaxel action. Basal/luminal differentiation portends differential response to AS and CT for high-risk localized and metastatic hormone-sensitive PC. We validated the Decipher GC in pretreatment biopsy samples for risk stratification and examined basal-luminal subtyping to predict docetaxel response.

Methods: Decipher GC scores and basal-luminal cellular subtypes were generated for specimens from …

Efficacy And Safety Of Oral Decitabine/Cedazuridine In The Chronic Myelomonocytic Leukaemia Subpopulations From Phase 2 And 3 Studies, Michael R Savona, Olatoyosi Odenike, Gail J Roboz, Harshad Amin, Amy E Dezern, Elizabeth A Griffiths, Kim-Hien Dao, Amer M Zeidan, Bhavana Bhatnagar, Rena Buckstein, Brian Leber, Mary-Margaret Keating, Somedeb Ball, Aram Oganesian, Yuri Sano, Harold N Keer, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

DNA methyltransferase inhibitors (DNMTis) are commonly used in treating chronic myelomonocytic leukaemia (CMML); however, data from prospective studies of DNMTis in CMML are limited. The present analysis evaluated the efficacy, safety and pharmacodynamics of the oral DNMTi decitabine/cedazuridine in the subset of patients with CMML from the phase 2 and 3 trials, which led to the approval of this agent for myelodysplastic syndromes and CMML in the United States and Canada. Potential prognostic factors also were analysed. In all, 34 patients with CMML were screened and 33 were treated. Most patients (76% [n = 25]) had myelodysplastic type-CMML and 77% …

Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection To Mitigate Immunosuppression, Duo Yu, Michael J Kane, Yiqing Chen, Steven H Lin, Radhe Mohan, Brian P Hobbs

Faculty, Staff and Student Publications

Purpose: Lymphocytes play critical roles in cancer immunity and tumor surveillance. Radiation-induced lymphopenia (RIL) is a common side effect observed in patients with cancer undergoing chemoradiation therapy (CRT), leading to impaired immunity and worse clinical outcomes. Although proton beam therapy (PBT) has been suggested to reduce RIL risk compared with intensity-modulated radiation therapy (IMRT), this study used Bayesian counterfactual machine learning to identify distinct patient profiles and inform personalized radiation modality choice.

Methods: A novel Bayesian causal inferential technique is introduced and applied to a matched retrospective cohort of 510 patients with esophageal cancer undergoing CRT to identify patient profiles …

Celebrating The Fifth Edition Of The International Symposium On Fungal Stress – Isfus, A Decade After Its 2014 Debut, Alene Alder-Rangel, Amanda E A Rangel, Arturo Casadevall, Asiya Gusa, Chaoyang Xue, Charles M Boone, Chris Todd Hittinger, Claudio A Masuda, Consuelo Olivares-Yañez, Deborah Bell-Pedersen, Erica J Washington, Gerhard Braus, Guilhem Janbon, István Pócsi, Jason E Stajich, Jay C Dunlap, Joan W Bennett, Joseph Heitman, Ling Lu, Lucia Landi, Mari L Shinohara, Maurizio Del Poeta, Mavis A Acheampong, Mia R Maltz, Michael C Lorenz, Minou Nowrousian, N Louise Glass, Nichole A Broderick, Nicolás Pedrini, Nir Osherov, R Blake Billmyre, Sabrina Sarrocco, Salomé Leibundgut-Landmann, Vânia Aparecida Vicente, Xiaorong Lin, Xin-Qing Zhao, Yong-Sun Bahn, Zachary A Lewis, Drauzio E N Rangel

Faculty, Staff and Student Publications

The Fifth International Symposium on Fungal Stress (ISFUS) brought together in Brazil many of the leaders in the field of fungal stress responses, from fourteen countries, for four days of outstanding science ranging from basic research to studies with agricultural, medical, industrial, and environmental significance. In addition to the excellent oral and poster presentations, the Symposium organisers ensured that all participants had ample opportunity to engage, socialise, and network to exchange ideas and share research. The conference was enhanced by the world-class venue near Iguazu Falls, probably the greatest natural phenomenon in South America.

Development Of A Multi-Institutional Dataset To Validate A Novel Inflammatory Breast Cancer Diagnostic Score, Filipa Lynce, Samuel M Niman, Megumi Kai, Sean Ryan, Elizabeth Troll, Li Li, Kathy D Miller, Reshma Jagsi, Ginny Mason, Beth A Overmoyer, H T Carisa Le-Petross, Faina Nakhlis, Savitri Krishnamurthy, Beth T Harrison, Susie X Sun, Eren D Yeh, Jennifer R Bellon, Laura E Warren, Michael C Stauder, Meredith M Regan, Wendy A Woodward

Faculty, Staff and Student Publications

Background: Susan G. Komen, the Inflammatory Breast Cancer (IBC) Research Foundation, and the Milburn Foundation convened patient advocates, clinicians, and researchers to propose novel quantitative scoring rubrics for IBC diagnosis. In this study, we developed a multi-institutional clinical dataset to test and validate the proposed scoring system.

Methods: IBC (N = 988) and non-IBC (N = 332) cases were identified at 2 institutions with dedicated multidisciplinary IBC programs. The non-IBC cohort included consecutive cT4b and cT4c patients. Standard operating procedures (SOPs) were developed for all ambiguous findings and languages. Three different methods were used for the imputation of missing data, …