Digital Commons Network^™

Left Out And At Risk: Post-Pandemic Continuation Of Organizational Service Reduction In Metropolitan New York City Coincides With Rise In Opiate Use And Mental Health Problems For Latinos, Ruth Lin Campbell, Smita Ekka Dewan

Publications and Research

Increasing opiate use and mental health problems among younger and older Latinos in urban US contexts prompted this investigation into the organizational resources that facilitate help-seeking efforts of Latinos in New York State (NYS). Guided by a Vulnerability Model and a framework of organizational enabling resources, this study used complementary longitudinal and cross-sectional designs. The longitudinal component examined changes in levels of organizational facilitators for Latino substance use disorder (SUD) help-seeking in Downstate NYS across three time periods, while the cross-sectional component compared post-pandemic facilitator levels across service types and regions. A convenience sample of 241 SUD clinicians participated in …

What History Shows: A Structural Account Of Fixed-Point Theory Formation, Griselda Poe

Publications and Research

Theory generation has long been subsumed under categories such as creativity, genius, and innovation. These categories do not distinguish assembly-based conceptual synthesis from fixed-point theory generation.

This paper makes that distinction explicit. The termination condition of assembly is external: data, citation, endorsement, usability. The termination condition of fixed-point theory generation is internal: consistency with internally held constraints, resolution of structural contradiction. The two operate under different processing conditions.

The historical record confirms this distinction. What Darwin, Einstein, Spinoza, and Kant produced was not assembly. Their processes involved unresolved branch retention and decomposition necessity, arriving at internally constrained fixed-point termination. Freud …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool, Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

Propagandistic content increasingly circulates through online news and social media, where readers often encounter it with limited scrutiny, highlighting the need for reliable and fine-grained detection. This paper introduces Propasafe-Hybrid, a sentence-level system that integrates a fine-tuned transformer classifier with LLM-based technique classification to identify, label, and explain specific propaganda strategies. The pipeline generates actionable outputs, including highlighted sentences, technique assignments, and concise rationales, so users can immediately understand why a sentence was flagged and how each label was determined. To control inference cost, Propasafe-Hybrid employs a cost-aware pre-filtering stage that forwards only high-likelihood sentences to LLMs, reducing token usage …

Voices From The Noise: Experiments And Considerations On Radio As Musical Instrument, Justin Taveras

Student Theses

One of my primary goals in entering the Sonic Arts program was to familiarize myself with the tools and processes necessary for creating electronic music. My initial expectation was to learn how to use synthesizers, microphones, and effects processors to expand the timbral palette of my compositional practice. Coming from a background in contemporary classical music, I independently practiced working within the DAW timeline, and I was attracted to the level of compositional detail and control that a studio environment could offer. While these tools proved universal enough to become essential components of my current work, I did not expect …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool (Ila 2026 Presentation), Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

This presentation introduces Propasafe-Hybrid, a hybrid system for sentence-level propaganda detection that combines offline transformer-based classification with selective large language model (LLM) explainability. The system employs a two-stage pipeline in which a local BERT-based classifier evaluates all input text and filters non-propagandistic content, while only high-confidence candidates are forwarded to an LLM for rhetorical technique labeling and explanation. This design enables cost-aware, privacy-conscious, and scalable analysis by reducing unnecessary reliance on external models.

Propasafe-Hybrid identifies propagandistic techniques such as loaded language, obfuscation, and appeal to fear, and generates concise natural language rationales that make these techniques interpretable to users. By …

Processing Conditions In Narrative Interpretation: A Structural Account Of Cf/Ef Divergence In "The Clerk's Tale”, Griselda Poe

Publications and Research

This paper applies the framework established in Paper 19, "Cognition Is Not Content: A Structural Account of Processing Conditions," to re-describe Chaucer's "The Clerk's Tale" from The Canterbury Tales.

The same narrative produces two incompatible interpretations: a record of domestic violence, and a story of genuine love. This divergence does not arise from differences in ethical judgment or emotional response. It arises from structural differences in the conditions under which information is reconstructed.

This paper does three things. First, it analyzes the characters Walter and Griselda in terms of CF (Core-foregrounded) and EF (Modulation-foregrounded) processing conditions. Second, it describes …

The Portrayal Of Caseworker Turnover In New York State Foster Care Assessment Documents, Shelby S. Cover-Lapomarede

Student Theses and Dissertations

This paper examines how caseworker turnover is portrayed in New York State foster care assessment documents published between 2014 and 2024. Utilizing a qualitative content analysis (QCA) approach informed by Margrit Schreier’s methodology, this study evaluates publicly available government reports, assessment documents, policy documents, and audit reports to identify how turnover is represented, what causes are highlighted, and what consequences are downplayed. The data reveals that turnover is often framed as an administrative issue rather than a workplace welfare crisis with extensive emotional and relational impacts on caseworkers, children, and families. Burnout, heavy caseloads, inadequate mental health care, low pay, …

“Before Your Honour?”: Divine Morality And Women Reclaiming Power In Ben Jonson’S Volpone And William Shakespeare’S Measure For Measure, Delilah G. Fleming

Theses and Dissertations

This thesis explores how the female protagonists in Shakespeare’s Measure for Measure and Jonson’s Volpone navigate and combat corrupting patriarchal forces through moral religious speech. In both plays, the male characters have allowed false gods and hypocrisy to dictate and justify their corrupt behavior. By engaging with the historical significance of early modern female rhetoric this thesis examines Jonson’s Celia and Shakespeare’s Isabella, and how they operate in the interest of godly virtue rather than blind obedience to patriarchal figure heads.  Volpone’s Celia is a character largely neglected in the canon, and whose speech emphasizes the relationship between female agency …

The Monsters We Make: Confronting Repression And Failure In Mary Shelley’S Frankenstein, Ben Wilenski

Theses and Dissertations

This thesis builds upon psychoanalysis and Shelley’s biographical accounts to claim that, rather than creating fear through physical monstrosity, Frankenstein’s horror emerges from the return of repressed parental and social failures. While the novel never excuses its violence, it contextualizes the creature’s acts in ways that demand readers to confront complicity, neglect, and social shortcomings. The following section discusses general horror theory with a focus on notions of abjection and the synthesis of contrasting images and concepts. A baseline understanding of fear will be formed and referred to in each following segment. After establishing a basic understanding of horror vocabulary, …

Living Doll: Puppetry, Performance, And The Art Of Greer Lankton, Madison Lee

Theses and Dissertations

This thesis argues that puppetry is the animating logic of Greer Lankton's practice. Drawing on archival evidence—including letters, planners, and drawings—it recovers an engagement with puppetry spanning childhood through her final years, and applies puppet theory to argue that Lankton understood selfhood as something made, not given.

Nhạc Vàng And Historical Consciousness: Affect, Memory, And The Vietnamese Diaspora, Bryan L. Le

Theses and Dissertations

This thesis examines nhạc vàng as a cultural form shaped by war, displacement, and diaspora. It analyzes how the music carries historical experience through lyrics and performance, and how its meanings shift across contexts. The study shows how music shapes memory, identity, and historical understanding beyond fixed political or archival frameworks.

A Meta-Analysis Of The Impact Of Narrative Perspective On Trauma Recall Outcomes, Samantha R. Lefton

Theses and Dissertations

This study is a meta-analysis of trauma, linguistics, and emotional reactivity, examining how narrative perspective relates to emotional experiences of trauma recall. Synthesizing narrative, affective forecasting, and memory research, it finds narrative distancing to be associated with a decrease in emotional reactivity, bridging clinical psychology and applied linguistics.

Notes On Rhythm, Maya Lee-Parritz

Theses and Dissertations

Line meets impulse, association meets sign. I weave the eye towards the smudge and sublime—a fractal lineage flowing through the brush, my body, space itself. I walk toward reality in serial successions, allowing what is fragmentary to move me, to cohere in shards, murky and strange inside of me. My body is a repository of images, of broken rhythms and dissonant ideologies. All of these flow and stutter onto the surface, dripping and blurring over each other. Through all of this, I always try to make something whole, perfect, and true.

Optional Freedom: The Idea Of Voluntary Slavery In Antebellum Law And Literature, Vinh T. Pham

Theses and Dissertations

This thesis elaborates “voluntary slavery” as a problem for thought for both proslavery legalists and literary writers in the antebellum period. It takes as its point of departure the passage of Southern laws throughout the 1850s that provided free Black persons the option to petition for self-enslavement to a master/mistress of their choice, and the safeguards within them that led a significant number of such petitions to be rejected. Given the political tensions of the 1850s, why would legal practitioners actively impede the option of self-enslavement? Implicit in these rejections is the possibility that self-enslavement was in some way a …

The Effectiveness Of Utilizing An Arts-Integrated Approach With Students With Ieps In Grades K–5 Self-Contained Classrooms And Why An Arts-Integrated Approach Is Not Widely Implemented In The United States, Alexandra Leff

Theses and Dissertations

This thesis examines arts integration as an approach for K–5 students with IEPs. Drawing on research from Western and non-Western and data from two programs, it shows gains in academic achievement and social-emotional learning. Despite cultural and systemic barriers, findings support expanding arts integration through teacher training and policy reform.

Transient Landscapes, Selena Lozano

Theses and Dissertations

This thesis explores a technical shift from studio to plein air observation and contextualizing urban landscapes through art history and memory. By investigating the tension between permanence and erasure amidst rapid gentrification, the work utilizes painting and photography to mirror the physicality of El Barrio in East Harlem.

Some Equivalence Statements Are Metaphors, Malik A. Terry

Theses and Dissertations

Metaphors work best when topic and vehicle come from different domains. Glucksberg (2011) observed that same-domain statements ( "Cats are dogs") lack metaphorical interpretations, and Experiments 1 and 2 confirmed this. Prasada (in press) proposed that minority framing ( "Some cats are dogs") enables such metaphors. Experiment 3 confirmed this.

Sonic Rupture And Embodied Politics:
Reconfiguring The Aesthetic Regime In The Syrian Uprising, Lynn Shabani

Theses and Dissertations

This thesis argues that the Syrian uprising of 2011 emerged as a sonic and embodied rupture within an authoritarian aesthetic regime that had long governed public sensibility. Through chants, song, and coordinated movement, political agency took form as collective, affective practice, transforming vernacular repertoires into infrastructures of mobilization, audibility, and resistance.

Carved In Grief, Crafted In Power: The Alabaster Mourner Of Fernando De Antequera And Late-Medieval Royal Propaganda, Teresa D. Kinley

Theses and Dissertations

This thesis examines the alabaster mourning sculptures from the tomb of King Fernando I de Aragón at the Monastery of Santa María de Poblet.  Through formal analysis, material culture, and political theology, I argue that the ensemble functioned as a coordinated instrument of dynastic legitimacy, translating ritual grief into a durable technology of royal memory.

Hanne Darboven: Bismarckzeit (Bismarck Time), Lindsey J. Poremba

Theses and Dissertations

This thesis examines post-war German artist Hanne Darboven’s 1978 work Bismarckzeit (Bismarck Time). Bismarckzeit is a significant work where images, quotations, and equations meet and explore history. This thesis studies the different visual languages in Darboven’s installation, comparing her work with that of Walter Benjamin’s Arcades Project.

Poppy's Eye, Clementine Morse

Student Theses

A collection of poetry.

Cognition Is Not Content: A Structural Account Of Processing Conditions, Griselda Poe

Publications and Research

Human cognition has been described in terms of content. This description becomes insufficient once artificial systems make output observable apart from subject attribution, intention, and relational context. Under this contrast condition, what becomes visible is a layered structure in which output, reconstruction, evaluation, and termination do not necessarily coincide. The same input may register as complete under one processing condition while remaining unresolved under another. This separability means that content-based description does not merely omit an additional variable: it can mislocate a processing difference as a difference in meaning, personality, intention, ability, or attitude. This is not a proposal for …

We Are Not What We Think: Solipsism & The Concept Of Mind, Michael Marcoux

Student Theses and Dissertations

In this thesis, I argue that the persuasiveness of solipsism—understood as skepticism of the existence of anything or anyone outside of one’s own private mental life—rests not on its intrinsic argumentative force, but on the degree of commitment to a certain philosophical dogma. I use the problem of solipsism to tease out this dogma, which I dub the Primacy of Privacy. It is characterized by the conviction that in dealing with what there is and what we know, the mental, be it construed in terms of perceptions or thoughts, is the only certain datum from which most if not all …

Reading The Room: A Structural Account Of Constraint-Based Processing And Its Limits In Artificial Systems, Griselda Poe

Publications and Research

This paper does not introduce a new structure.

It makes explicit a structural relation implied but not directly stated in prior work.

Human interpersonal processing is grounded in the co-presence of internal constraint and dependency.

These do not exist as separable components.

They form a single structural condition.

This paper shows that what is commonly described as “reading the room” is not a unitary function.

It differs across configurations in how this condition is processed.

In EF configurations, the effect of this condition is expressed through translation into self-return: outputs are evaluated in terms of how they return to the …

Extreme Cf: A Structural Account Of Processing Absence And Category Absence In Cf-Foregrounded Configurations, Griselda Poe

Publications and Research

Existing frameworks of cognition and intervention assume that processing occurs, meaning is available, and evaluation can be applied.

This paper describes a configuration in which this assumption does not hold.

In CF-foregrounded processing where modulation is absent, processing occurs only when coherence is satisfied. When coherence is not satisfied, processing does not occur. Under this condition, no representation is generated, no evaluation applies, and no action selection is produced.

Within single-layer cognitive models, EF and CF are not distinguished. Within such models, CF does not exist as a condition.

This configuration has not been represented as a category within existing …

Pre-Experiential Constraint Reconstruction: A Structural Account Of The Prior Layer In Dialogue With Jung, Griselda Poe

Publications and Research

Experiences commonly described as pre-experiential memory—such as immediate recognition, familiarity without prior exposure, and the sense of "already knowing"—are typically interpreted as the retrieval of stored content. However, this storage-based account does not provide a structurally consistent explanation of how such content is preserved prior to experience or reactivated in a form that aligns with present input.

This paper extends the three-layer cognitive architecture developed in prior work in this series (Poe, 2026n), in which cognition operates across Core processing, Modulation, and an operationally inaccessible Prior layer that supplies constraints to all processing.

This paper proposes an alternative account in …

The Core-Modulation Architecture (Cma): A Structural Overview Of Hallucination As Structural Mismatch, Griselda Poe

Publications and Research

Hallucination is defined not as factual error but as a structural failure of alignment across target, layer, and constraint.

Within the Core-Modulation Architecture (CMA), cognition proceeds through layered processing and requires layer-specific termination conditions. Hallucination arises when Modulation-level termination is registered as completion while Core-level resolution has not occurred, producing structurally ungrounded but locally coherent outputs.

Detection is therefore structural rather than content-based, focusing on layer mismatch and termination failure.

This document presents a minimal structural account of hallucination within the CMA framework.

Cuny Oer Initiative Catalog (Ay 2024-2025), Jahanara Alamgir, Yujin Lee-Hwang, Rachael Nevins, Elliot Galvis, Rebecca Morofsky, Andrew Mckinney, Jojo Karlin

Open Educational Resources

This circulating catalog inventories the reusable teaching objects produced by CUNY campuses in AY 2024-2025! You’ll find textbooks, assignments, syllabi, videos, and more, organized by discipline and with brief descriptions of the resource. This publication (which links to all the resources) is supplemented by a by our online, filterable CUNY OER Initiative Catalog.

The CUNY OLS Research and Publishing Strategy team gathered, described and indexed the work of the campuses. OLS Fellow Hwang-Lee Yujin designed the publication.

Edu 30 Introduction To Special Needs, School & Society Syllabus, Propa Akter

Open Educational Resources

The syllabus for EDU 30 contains a course description, course objectives, course readings divided by week and a link to OER textbooks and ZTC readings.

Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy

Publications and Research

Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure underlying these tools—training corpora, tokenization schemes, evaluation benchmarks, and deployment architectures—encodes a set of assumptions that systematically disadvantages speakers of underrepresented languages before a single model is trained. This paper examines those assumptions through the lens of Bengali, one of the world’s most widely spoken languages with roughly 285 million speakers (Ethnologue, 2025; International Communication and Leadership School, 2026), and the structural barriers that emerge when attempting to build AI-assisted educational tools for Bengali-speaking learners in low-connectivity …