Digital Commons Network^™

Metabarcoding Ixodes Scapularis To Characterize Feeding Behavior In Comparison To Pathogen Carriage And Geospatial Distribution, Adrianna Kate George

Honors Theses and Capstones

No abstract provided.

Zero-Shot Segmentation Of Estuary Mudflats Using The Segment Anything Model, Jaren Unzen

Honors Theses and Capstones

Estuary mudflats are ecologically sensitive environments that require consistent monitoring. Traditional satellite-based classification workflows are often constrained by the high cost and labor-intensive nature of manual data annotation. This study evaluates the utility of Segment Anything Model 3 (SAM 3), a foundational computer vision model, to automate mudflat segmentation without domain-specific fine-tuning. By leveraging the model’s text-prompting capabilities alongside specialized pre- and post-processing techniques, we generated segmentation masks in a zero-shot framework. Our approach achieved an F1- score of 0.51, demonstrating the inherent challenges of spectrally complex coastal features. Despite this, the results highlight a promising pathway for adapting large-scale …

Blens: Biomedical Literature Extraction And Scoring System, Tyler J. Simone

Honors Theses and Capstones

Systematic reviews and meta-analyses represent the gold standard for evidence synthesis in healthcare, yet their manual execution remains labor-intensive, time-consuming, and vulnerable to human bias. With the exponential growth of biomedical literature, traditional literature screening and analysis has become increasingly unstable and noncomprehensive. This thesis presents the development and validation of an automate literature gathering and review system that integrates multiple scientific databases through a unified desktop application. The platform combines APIs from PubMed (NCBI Entrez), ClinicalTrials.gov, bioRxiv and medRxiv to enable simultaneous, standardized searching across peerreviewed and preprint sources. Built in Python with a PySide6 graphical interface, this standalone …

Retention Time Of Microplastics In The Purple Sea Urchin (Arbacia Punctulata), Alexandra Shore

Honors Theses and Capstones

Marine ecosystems around the world are facing the problem of plastic pollution. Large pieces of plastic eventually degrade into smaller microplastics that are suspended in the water column and sink to the seabed. Sea urchins are exposed to microplastics as they graze on the sea floor and can accidentally consume these pollutants. Sea urchins are ecologically important animals because they physically alter their ecosystem via grazing and are integral part of marine food webs. To better understand how sea urchins interact with microplastics, purple sea urchins were exposed to microfibers and microspheres in a laboratory setting, and the retention time …

After The Impact: Balance Function In Women With Repeated Concussions, Caroline M. Stack

Honors Theses and Capstones

Balance deficits following repeated mild traumatic brain injuries are well documented, yet research examining the delayed outcomes specifically in college-aged women remains limited. The present study investigated whether women with a history of two or more mTBIs exhibit lasting balance impairments compared to women with zero or one prior mTBI, tested at least six months after their most recent injury. Thirty-four English-speaking women (ages 18-30) recruited from the University of New Hampshire were assigned to a repetitive mTBI group or a control group. Balance was assessed using the Balance Error Scoring System and a MetaMotion inertial measurement sensor positioned on …

How Historical Experiences Shaped The Italian Constitution: A Comparative Perspective With The United States, Kaitlin M. Rocca

Honors Theses and Capstones

No abstract provided.

Exploring The Association Between Internal Body Temperature And Metabolic Status In Early Lactation Jersey Cattle, Alexandra Ferreri, Claira Seely

Honors Theses and Capstones

No abstract provided.

Effects Of Volatile Organic Compounds Produced By Temperature-Adapted Microbes On Duckweed Growth, Phaedra Yael Stemp

Honors Theses and Capstones

As host-associated microbes adapt to their abiotic environment, these adaptations can affect their host species as well. Previous research showed that varying temperatures and volatile organic compound (VOC) production can affect microbial benefits to hosts. This experiment analyzed how 27 microbes pre-adapted to different temperature conditions affected growth of their host, common duckweed plants, comparing effects of direct contact with microbes, effects of microbe VOCs alone, or both. Each microbe was pre-adapted to one of three temperature regimes: “Northern” at 28 °C, “Southern” at 33 °C, and “Extreme” at 36 °C. We then grew duckweeds in I-plates with each microbe …

Preserved Artificial Grammar Learning In Individuals With Parkinson’S Disease: A Systematic Review, Sarah I. Cranna

Honors Theses and Capstones

Abstract

            Implicit statistical learning is a crucial cognitive function that is highly involved in the learning and processing of language. Since both language and implicit statistical learning are supported by the basal ganglia through cortico-striatal networks, disruptions to this network could result in their impairment. Parkinson’s Disease (PD) can therefore be used to model disruptions to this system as it is primarily characterized by dysfunction in the basal ganglia. Thus, this review aims to examine the current literature studying the performance of individuals with PD on artificial grammar tasks in order to investigate the impact of impaired basal ganglia function …

Investigating Microbe-Mediated Temperature Tolerance In Lemna Minor, Matthew Thomas Farbaniec

Honors Theses and Capstones

Temperature limits plant growth and survival more than many other environmental variables, and increases in the frequency of extreme hot or cold weather events pose significant challenges for plant growth and crop yields. Previous studies have shown that bacteria, fungi, and other microorganisms associated with plants ( i.e., the plant microbiome) can influence host response to temperature stress. These same microbes have their own temperature tolerances. We investigated whether microbial temperature tolerance correlates with plant resilience using an aquatic plant model, Lemna minor, and isolates derived from its microbiome. Microbial isolates were assessed at −10°C, 4°C, and 32°C for …

Stress And Reward Interactions In Substance Use Disorder: An Evolutionary Mismatch Framework, Nicholas L. Castrucci

Honors Theses and Capstones

Substance use disorder (SUD) is a major public health concern characterized by compulsive substance use despite adverse consequences. While contemporary models emphasize biological, psychological, and environmental contributors, stress- and reward-related systems are often examined in isolation. This review integrates these systems within an evolutionary mismatch framework to examine how chronic stress exposure and repeated substance use increase vulnerability to addiction. Stress and reward systems are evolutionarily conserved but may become chronically dysregulated under modern conditions characterized by persistent psychosocial stressors and highly potent rewarding stimuli. This is associated with converging neuroadaptations across stress and reward circuitry, resulting in altered affective …

Exploring Caring Pedagogy Through Self-Study: A Mathematics Educator’S Journey, Kien H. Lim

Departmental Papers (Math)

This self-study examines my efforts to cultivate a positive learning environment in a capstone mathematics course for preservice middle school teachers. Motivated by earlier negative course evaluations and guided by heart-centered pedagogy, I explored how my beliefs, emotions, and instructional practices evolved as I sought to integrate kindness, foster mathematical thinking, and support students’ well-being. Drawing on dialogue transcripts, reflective journals, and reconstructed tutoring notes, I analyzed tensions between content coverage and relational pedagogy, as well as between deficit- and strength-based perspectives of students. Through critical dialogue and reflective inquiry, I gained deeper insight into my identity as a caring …

Creating A Positive Learning Environment In A Math Course For Preservice Teachers, Kien H. Lim, Hilda Y. Sotelo

Departmental Papers (Math)

This study examines how a mathematics instructor cultivated a positive learning environment in a synchronous online course for 23 preservice teachers. Guided by self-determination theory, growth mindset, and mathematical caring, the course integrated high-cognitive-demand tasks, collaborative problem solving, flexible policies, and motivational supports. Data sources included reflection logs (Likert-scale items and open-ended responses) and a focus group; the instructor’s reflexive self-study informed result interpretation. Wilcoxon signed-rank tests indicated significant gains in students’ sense of inclusion and trust, though some instructor- related ratings declined late in the semester. Qualitative findings emphasized students’ appreciation for flexibility, encouragement, and growth-oriented feedback. Despite time …

International Law Duties Not To Recognize, Not To Assist, And To Cooperate Against Peremptory Norms (Jus Cogens) Violations,, Diane A. Desierto

Journal Articles

Peremptory norms (jus cogens) are the highest norms of international law. When these norms are violated, all States and international organizations have, at a minimum, three international legal duties to discharge while the violation is occurring: (1) the duty of non-recognition, where no State or international organization should recognize the situation caused by the violation; (2) the duty of non-assistance, where no State or international organization should render any aid or assistance to maintain this situation caused by the violation; and (3) the duty of cooperation, where all States and international organizations should cooperate to bring the violation to an …

What Beginning Law Students Learn When Ai Gets Personal, Kristina Swanson

Journal Articles

From the Introduction

While legal writing and research professors wrestle with artificial intelligence (AI)'s impact on the skills we teach, one thing is clear: beginning law students cannot discern whether AI answers to legal questions are correct. AI-generated responses to legal questions sound right and are designed to bolster the beleaguered law student's confidence. Deliberately programmed to hook customers, AI-generated answers often begin by praising the brilliant question and expressing electronic empathy for the difficulty the student may have had answering it. The end result: students with the wrong legal answer and misplaced confidence.

Reforming Revocation By Physical Act, Barry Cushman

Journal Articles

From the Introduction

In a previous article, I documented the various problems that are created by the law’s recognition of the power of a testator to revoke his will in whole or in part by physical act. That article canvassed five different areas of law in which such difficulties arise: ineffective attempts at revocation; the presumption of revocation; partial revocation by physical act; dependent relative revocation; and revival. In this Article, I first explore the asymmetries within the law of wills created by the persistence of revocation by physical act. I then offer some reflections on possibilities for reform.

The Object Of Interpretation, Francisco J. Urbina

Journal Articles

This Article provides an account of the object of legal interpretation. It examines various potential objects: text, lawmaking choice, practice, and order. The Article argues for a pluralist conception of the object of interpretation, according to which all of these alternatives are possible objects. In making this argument, the Article puts forth an account of the nature of the object of interpretation. The object of legal interpretation is, in essence, what is treated as a source of law, a fact that is recognized as generating law. As such, which alternative is exactly the object of interpretation in a given context …

Generative Ai For Born-Digital Collections: A Case Study For Metadata Management In An Institutional Repository, Tang (Cindy) Tian

Journal Articles

This case study examines the application of generative artificial intelligence (AI) tools, specifically ChatGPT-4o, ChatGPT-5, and Google Gemini 2.5 Flash, to streamline metadata extraction and creation for a born-digital collection within a digital repository environment. Testing four descriptive metadata elements—titles, abstracts, keywords, and full-text URLs—the study shows that AI improves efficiency in structured tasks but remains limited in semantic ones such as keyword matching. Results demonstrate that AI can streamline metadata workflows for small or resource-constrained institutions while emphasizing the continuing importance of human oversight and ethical responsibility in AI-assisted metadata workflows.

Bovine Lactoferrin Maintains Antibacterial Effect Against Neonatal Escherichia Coli Septicaemia Isolates Despite The Presence Of Iron Acquisition Genes, Matthew Mayorga, Joshua L. Wheatley, Brianna N. Maldonado, Susana Chavez-Bueno

Student Publications

Introduction. Escherichia coli is a dominant cause of neonatal sepsis for which no prevention measures currently exist. Lactoferrin (LF) is an iron-sequestering antibacterial protein that has been noticed to decrease neonatal late-onset sepsis.

Hypothesis/Gap Statement. LF’s effect on in vitro growth of neonatal E. coli clinical isolates causing septicaemia is unknown. The prevalence of iron acquisition virulence genes which contribute to pathogenicity outcomes in these strains has also not been described in detail.

Aim. To evaluate bovine lactoferrin’s (bLF) effects on the in vitro growth of neonatal septicaemia E. coli isolates, and to determine the presence of iron acquisition …

Levonorgestrel Intrauterine System Use And The Risk Of Cervical Cancer In Women With Human Papillomavirus, Britney Margheim, Lauren Zakshorn, Sadie Wiens

Student Publications

No abstract provided.

Cognitive Prosthetic: An Ai-Enabled Multimodal System For Episodic Recall In Knowledge Work, Lawrence Obiuwevwi, Krzystof J. Rechowicz, Vikas Ashok, Sachin Shetty, Sampath Jayarathna

Computer Science Faculty Publications

Modern knowledge workplaces increasingly strain human episodic memory as individuals navigate fragmented attention, overlapping meetings, and multimodal information streams. Existing workplace tools provide partial support through note-taking or analytics but rarely integrate cognitive, physiological, and attentional context into retrievable memory representations. This paper presents the Cognitive Prosthetic Multimodal System (CPMS)—an AI-enabled proof-of-concept designed to support episodic recall in knowledge work through structured episodic capture and natural language retrieval. CPMS synchronizes speech transcripts, physiological signals, and gaze behavior into temporally aligned, JSON-based episodic records processed locally for privacy. Beyond data logging, the system includes a web-based retrieval interface that allows users …

Preoperative Patient Sentiment Is Associated With Postoperative Outcomes In Adult Spinal Deformity Surgery, Ross J. Gore, David Mazur-Hart, Mohan K. Sunkara, Aaqib Ali, Qizar Ali, Christopher J. Lynch

Center for Secure and Intelligent Critical Systems (CSICS) Publications

Study Design:

Prospective observational pilot study of adult spinal deformity surgery patients.

Objective:

To determine whether preoperative patient sentiment, quantified using a 21-class valence scale extending the CARP paradigm implemented through an offline Large Language Model, predicts postoperative outcomes.

Summary of Background Data:

Predicting adult spinal deformity surgery outcomes remains challenging with traditional clinical and radiographic parameters alone. Although patient psychological factors and expectations significantly influence postoperative satisfaction and quality of life, systematic approaches to capture these factors are underdeveloped. Offline Large Language Models offer scalable, privacy-preserving psychological risk stratification.

Materials and Methods:

We prospectively enrolled 18 patients undergoing adult …

The (Non) Numeric Truths Behind College And Career Aspirations: A Quantcrit Analysis Of The Precarious Pathways For Secondary Students Of Color, Norma A. Marrun, Danielle Mireles, Jori S. Beck, Christine Clark

Teaching & Learning Faculty Publications

This article explored the college and career choices of 963 students across six urban secondary schools in a large public school district in the Southwestern United States. A Quantitative Critical Race Theory, or QuantCrit, analysis was applied to expose the false narrative of number neutrality and the systemic racism that belies it. Findings demonstrate how the myth of meritocracy through education (as ‘the great equalizer’) is perpetuated when educators hold onto racist and ableist beliefs about who can pursue college, and ignore the structural disadvantages underlying the college and career aspirations of students of Color juxtaposed with the reality of …

Methodological Insights And Trends: Participatory Positioning Of Children And Youth In Visual Art Education Research, Angela Eckhoff

Teaching & Learning Faculty Publications

Participatory research methods have a focus on facilitating research processes that engage with participants and, as such, aim to promote individual voice, facilitate richer reflection and dialogue, and enable the articulation of participants' unique experiences. To explore the degree to which participatory practices are enacted in visual art education research, the present study critically examines the agentic positioning of children and youth in school‐based, visual arts experiences through a systematic, methodological literature review. Findings from this review serve to ground proposed recommendations for the inclusion of supportive research practices that carefully attend to the unique considerations that arise during participatory …

Participatory Approaches To Understanding Collaborative, Child-Initiated Play: Children's Agency, Social Negotiation, And Identity Construction On The Playground, Angela Eckhoff

Teaching & Learning Faculty Publications

Children's play in schools is often tightly controlled, shaped by adult beliefs and concerns about safety and appropriateness. Play in school settings can reflect expected school norms and follow rules set by adults, but free play also allows for rough, risky, mischievous, and subversive actions. This research, guided by an affordance framework, examines spontaneous, child-initiated outdoor free play to understand how children navigate and reinterpret the boundaries of play. Using critical naturalistic inquiry and participatory methods, the study data includes children's videography that captures dynamic interactions and shifts in agency among peers, go along interviews that track boundary negotiations in …

Supporting Teacher Candidates' Conceptions Of Equitable Mathematics Teaching: Using Exposure And Experience In Elementary Mathematics Methods Courses, Amanda Mohammad Mirzaei, Ethan P. Smith

Teaching & Learning Faculty Publications

Elementary mathematics methods courses may provide a lever to help support teacher candidates in their trajectory to becoming equitable mathematics teachers. To support the rising generation of mathematics teachers, mathematics teacher educators (MTEs) must critically analyze approaches to equity within and across teacher preparation programs. This study investigates an elementary mathematics course centering equitable mathematics teaching and learning (EMT), rather than isolating or using it as a supplementary aspect. We consider a framework of the teacher learning trajectory (Turner et al., 2012) where teacher candidates learn initial practices, make connections, and then incorporate these practices into their teaching. We extend …

Becoming A Self-Study Researcher: Learning Method Through Practice, Brandon M. Butler, Andrew J. Collins, Jim F. Leathrum, Christopher J. Lynch

Teaching & Learning Faculty Publications

Calls for methodological innovation in qualitative research often assume that researchers can readily adopt new approaches once they are introduced. Yet adoption presupposes learning, and far less attention has been given to how scholars come to understand and enact unfamiliar methodologies, particularly those that challenge entrenched assumptions about rigor, evidence, and researcher positioning. This study examines how three engineering faculty members learned self-study of professional practice through participation in a facilitated, collaborative inquiry. Using self-study as both methodology and site of investigation, we analyzed reflective journals, recorded dialogues, and analytic artifacts to examine methodological learning as it unfolded in practice. …

Advocacy Matters, Richard B. Collins

Publications

The Supreme Court’s 2022 Castro-Huerta decision was wrong on the points it discussed. It was doubly wrong for a reason it ignored. But the latter error was shared because all briefs and the dissenting opinion ignored it as well. The question presented was whether a nineteenth-century federal Indian country statute provided for exclusive federal jurisdiction over interracial crimes, or for concurrent authority with states. The Court held that the statute allowed concurrent jurisdiction. But it ignored the fact that Congress and the Court, until fairly recently, avoided concurrent federal-state jurisdiction over crimes. Had the self-styled originalist Justices taken their theory …

The Internet And The Lost Law Of Transit, Vivek Krishnamurthy

Publications

For centuries, the law of transit has specified when states must permit foreign persons and goods to traverse their territory on journeys beginning and ending beyond their borders. Transit is a right — not a privilege — that tempers territorial sovereignty. Though largely forgotten today, the right to transit springs from states’ responsibilities to the international community when their territory hosts infrastructure of global utility.

Yet the internet stands as a striking exception to this tradition. Despite its importance, no doctrine of transit constrains states’ power to block or disrupt internet traffic that merely passes through their territory. This is …

The Borderline Constitution, Pratheepan Gulasekaram

Publications

This Feature identifies and theorizes a distinct constitutional regime that federal courts have constructed at, adjacent to, and because of the nation’s border. Drawing together strands of First, Fourth, Fifth, and Fourteenth Amendment law, along with habeas doctrine, constitutional torts, tribal sovereignty, and separation-of-powers concerns, this Feature demonstrates how constitutional guarantees systematically recede in the border’s shadow. These deviations from canonical and mainstream constitutional norms authorize intrusive state invasions of privacy and other fundamental rights, abdicate judicial oversight in favor of outsized executive discretion, and entrench racial and religious subordination.

The Feature further demonstrates that the effects of border exceptionalism …