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The Chameleon Experience: Queer Identity, Mental Health, And Transformation, Cameron Penny Aug 2026

The Chameleon Experience: Queer Identity, Mental Health, And Transformation, Cameron Penny

Communication and Theater Association of Minnesota Journal

In this autoethnographic piece, I examine the correlation between queer identity and mental health through reflective analysis of my own experiences within a Western socio-cultural setting. I expand external perspectives on the queer experience by highlighting the normalization of queer prejudice and its adverse impact on self-image. I share how the religious praxis of Catholicism enforces binary conformity by promoting dichotomous thinking that simultaneously constricts queer expression and subjugates implicit biases. In tandem, I utilize autoethnography as my medium because it provides a unique outlet to raise awareness for chronically stigmatized identities by centering marginalized voices (Atay, 2011; Chavez, 2013). …


Communication & Theater Association Of Minnesota Journal, Volume 49, Issue 1, 2026 Aug 2026

Communication & Theater Association Of Minnesota Journal, Volume 49, Issue 1, 2026

Communication and Theater Association of Minnesota Journal

Volume 49, Issue 1 (2026) of the Communication & Theater Association of Minnesota Journal.


Dialogic Communication Ethics As A Hopeful Response To Artificial Intelligence, Kristen Haldeman Aug 2026

Dialogic Communication Ethics As A Hopeful Response To Artificial Intelligence, Kristen Haldeman

Electronic Theses and Dissertations

Within the past five years, a new technology has dominated modern culture: artificial intelligence. With a multiplicity of ways to respond to this new environment, this dissertation situates a response to artificial intelligence by combining the media ecology and communication ethics perspectives. Media ecology explores historical roots and biases of technology to learn about their influence of humanity. A dialogic communication ethics seeks to find an opening for hope to emerge. Hope, grounded in the works of Jacques Ellul and the Christian tradition, offers a new rhetorical perspective by shifting focus away from technology and to our neighbor.


A Philosophy Of Communication Response To Bullying In Corporate America, Chris A. Phillips Dr. Aug 2026

A Philosophy Of Communication Response To Bullying In Corporate America, Chris A. Phillips Dr.

Electronic Theses and Dissertations

This philosophy of communication response to bullying in corporate America follows the structure of posing research questions, synthesizing relevant literature, and offering advice to practitioners. It invites the reader to have hope in continuing the conversation through a constructive hermeneutic approach to the problem. By building on literature in oppression, silencing, bullying, incivility, and communication ethics, this dissertation reveals how (rhetoric) and why (philosophy) the problem occurs in corporate America today. This dissertation offers a new angle to an old problem, or, a rhetoric and philosophy of bullying. It responds to the following questions:

RQ 1: As a destructive communication …


Flows That Teach: Multimodal Hip-Hop Pedagogy For Equity In Special Education, Camille O'Quin, Sara Jozwik Aug 2026

Flows That Teach: Multimodal Hip-Hop Pedagogy For Equity In Special Education, Camille O'Quin, Sara Jozwik

Journal of the Arts and Special Education

Hip-Hop can be more than a soundtrack played at home, it can be a bridge between culture, language, and learning at school. This article shows how Hip-Hop pedagogy, translanguaging, and code-meshing can support students with disabilities, especially those who speak African American Vernacular English (AAVE), in the classroom setting. Grounded in culturally relevant pedagogy and translanguaging theory, the approach uses rhythm, storytelling, and performance to build narrative fluency, language awareness, and confidence. Examples include students drafting rap verses about personal experiences, holding structured cypher circles to practice turn-taking and self-expression, and blending AAVE with Mainstream American English in writing for …


Baseline Nutrition Knowledge And Feasibility Of A Whatsapp-Delivered Nutrition Education Intervention Among California Wildland-Urban Interface Firefighters, Lauren E. Anderson Aug 2026

Baseline Nutrition Knowledge And Feasibility Of A Whatsapp-Delivered Nutrition Education Intervention Among California Wildland-Urban Interface Firefighters, Lauren E. Anderson

Master's Theses

Wildland firefighters perform physically demanding work under challenging environmental conditions that place substantial demands on nutritional health and occupational performance. Despite the importance of nutrition in supporting physical performance, recovery, and long-term health, limited research has examined nutrition knowledge and dietary behaviors among California wildland firefighters or evaluated the feasibility of remotely delivered nutrition education interventions within this occupational population. Therefore, the purpose of this pilot study was to assess baseline nutrition knowledge, nutrition self-efficacy, and dietary behaviors while evaluating the feasibility of a 12-week WhatsApp-delivered nutrition education intervention among California wildland firefighters.

Twenty-four firefighters completed the baseline assessment and …


A Word From The Writing Team (August 2026), Pam Walter, Mfa, Laura Deloretta, Phd Aug 2026

A Word From The Writing Team (August 2026), Pam Walter, Mfa, Laura Deloretta, Phd

A Word From the Writing Team (Newsletter)

No abstract provided.


Harnessing Kenyan Aquaculture Through Social Media: Impacts, Challenges And Strategic Directions, Domitila Kyule, Jonathan Munguti, Mavindu Muthoka, Esther Magondu, Menaga Meenakshisundaram, Chrysantus M. Tanga, Kevin Obiero, Cecilia Githukia Aug 2026

Harnessing Kenyan Aquaculture Through Social Media: Impacts, Challenges And Strategic Directions, Domitila Kyule, Jonathan Munguti, Mavindu Muthoka, Esther Magondu, Menaga Meenakshisundaram, Chrysantus M. Tanga, Kevin Obiero, Cecilia Githukia

All Peer-Reviewed Publications

Aquaculture is increasingly important for food, nutrition and livelihoods in Kenya, but the sector still faces persistent constraints in extension delivery, farmer learning, input access, market coordination and information reliability. This review examines how social media and related digital communication tools are shaping aquaculture development in Kenya, with attention to impacts, challenges, governance needs and strategic directions. A systematic literature review of studies and institutional sources published between 2015 and 2025 was conducted. The search identified 388 records, of which 45 sources were included in the final synthesis after screening, eligibility assessment and quality appraisal. Because the evidence was heterogeneous, …


Content Mapping: An Experimental Analysis Of Missing Message Content, Jeannette Sutton Aug 2026

Content Mapping: An Experimental Analysis Of Missing Message Content, Jeannette Sutton

Emergency Preparedness, Homeland Security, and Cybersecurity Faculty Scholarship

The Warning-Response Model recommends the inclusion of five key content areas in warning messages to reduce information seeking that can lead to warning response delay: the message source, hazard (including its impact), affected location, recommended guidance, and time. Research has found that complete messages, that is, those that include all of five recommended content areas, help people make decisions about the protective actions they may take.  Unfortunately, a large majority of WEA messages omit information from one or more of the recommended content areas. This study examined the impact of omitting each of the five recommended content areas on message …


The Rhetoric Of Flattery: Embodiment And Persuasion In Papal Discourse, Gabrielle Wilkosz Aug 2026

The Rhetoric Of Flattery: Embodiment And Persuasion In Papal Discourse, Gabrielle Wilkosz

All Dissertations

What makes flattery so persuasive? An analysis of three speeches from contemporary popes, preeminent leaders in the Catholic Church, finds strategic use of compliments, emotional language, and ideas about human dignity. These approaches can persuade world leaders and institutions such as the United Nations and the United States Congress to act morally and responsibly. Flattery can encourage ethical action and reduce the feeling of emergency, creating an enduring, complex dynamic of power that is seen at many levels of narrative.


Transnational Indigenous Environmental Justice: A Distant Comparative Study Of Nepali And U.S. Environmental Policies And Counter-Archives In Technical Communication, Shankar Paudel Aug 2026

Transnational Indigenous Environmental Justice: A Distant Comparative Study Of Nepali And U.S. Environmental Policies And Counter-Archives In Technical Communication, Shankar Paudel

Open Access Theses & Dissertations

This dissertation investigates how institutional communication, state bureaucracy, and Indigenous sovereignty intersect within Rhetoric and Writing Studies (RWS) and Technical and Professional Communication (TPC). Current TPC research increasingly focuses on social justice; however, the field still lacks ethical frameworks to deal with the complicated dynamics of transnational Indigenous Environmental Justice Communication (IEJC). This study addresses this gap by examining how two distinct Indigenous communities - the Tharus of Chitwan, Nepal, and the Ysleta del Sur Pueblo Tigua Indians of El Paso, Texas - communicatively navigate, contest, and resist state environmental policies.

Grounded in decolonial Distant Comparativism, Mestiza Consciousness, Rhetoric of …


Ssw 701.50: Social Welfare Policy, Ian G. Williams Aug 2026

Ssw 701.50: Social Welfare Policy, Ian G. Williams

Open Educational Resources

This syllabus is an Open Educational Resources (OER) remixed version of SSW 701.50: Social Welfare Policy, which is taught at the Silberman School of Social Work at Hunter College. This version updated the content and integrated additional OER materials, as part of the Summer 2026 cohort of The Open Knowledge Fellowship at the Mina Rees Library. It is a Zero-Textbook (ZTC) cost course and integrates materials from a range of academic disciplines. Official course description is as follows:

"This foundation course furnishes you with the orienting knowledge and skills needed to examine social welfare policies and to understand their relevance …


Misplay Or Malice? Players’ Interpretations Of Poor Gameplay In Competitive Team-Based Multiplayer Online Games, Valerie Yu, Benjamin H. Detenber, Sonny Rosenthal Aug 2026

Misplay Or Malice? Players’ Interpretations Of Poor Gameplay In Competitive Team-Based Multiplayer Online Games, Valerie Yu, Benjamin H. Detenber, Sonny Rosenthal

Research Collection College of Integrative Studies

Research on perceptions of gaming toxicity has focused on its verbal forms, while gameplay-related forms remain relatively understudied. Furthermore, assessments of gameplay actions as toxic may depend on situational considerations. The present study used a controlled experiment to examine player interpretations of gameplay sabotage using pre-recorded gameplay scenarios from the game, League of Legends. We found that the presence of gameplay sabotage elicited stronger negative emotions and triggered greater player-reported intentions to retaliate and correct the offending player than in comparable instances of unintentional poor gameplay. Further exploratory analyses suggested that participants rated poor gameplay as less acceptable in more …


Empirical Rhetorical Modeling: New Analytical Tools To Evaluate The Intensity Of Rhetoric, August Immel Aug 2026

Empirical Rhetorical Modeling: New Analytical Tools To Evaluate The Intensity Of Rhetoric, August Immel

English Theses & Dissertations

Since 2020, the United States has experienced a surge of incendiary rhetoric in contemporary political discourse, which exacerbates societal polarization and incites violence as evidenced by heightened politically motivated attacks. Numerous actors characterize the impetus of such violence as “extreme rhetoric.” No standard definition exists for such a term, and this gap necessitates the central research question of this dissertation, which interrogates how rhetoric can be systematically evaluated for “extremeness.” I propose that the issue of extreme rhetoric can be fruitfully examined from within the context of rhetorical theory, but instead of attempting to create a new definition of “extreme …


Ephemeral To Empowered? International Comparison Of Women’S Participation In Web Series Production, 2012–2019, Nicola Evans, Marion Mccutcheon, Emilia King, Joel Bassaget, Steinar Ellingsen Aug 2026

Ephemeral To Empowered? International Comparison Of Women’S Participation In Web Series Production, 2012–2019, Nicola Evans, Marion Mccutcheon, Emilia King, Joel Bassaget, Steinar Ellingsen

Research outputs 2022 to 2026

Women are significantly underrepresented in above-the-line roles in film and television, but anecdotal evidence suggests they are gravitating to web series. To explore this, the authors built the largest known international archive of web series released during 2012–2019 and analysed women’s participation. In the top five web series producing countries in the West, women achieved or approached parity with men in producing, directing and writing, but not cinematography. Do achievements in low-budget, transitory media count for anything? Drawing on ephemeral media scholarship, we discuss the potential of such forms to disturb entrenched patterns of gender discrimination in screen industries worldwide.


Genwriter 2.0: A Hybrid Case-Based And Llm Rewriting Approach For Mitigating Implicit Gender Cues In Text, Shweta Soundararajan, Sarah Jane Delany Aug 2026

Genwriter 2.0: A Hybrid Case-Based And Llm Rewriting Approach For Mitigating Implicit Gender Cues In Text, Shweta Soundararajan, Sarah Jane Delany

Conference papers

Gendered language is the use of words or phrases that indicate an individual's gender. Although useful in some contexts, gendered language can reinforce gender stereotypes and introduce bias, particularly in machine learning models for tasks involving people such as recruitment or occupation classification. When textual content about individuals, such as biographies, contain gender cues, models can learn spurious associations between gender and other characteristics of individuals, such as profession, potentially resulting in unfair outcomes such as reduced hiring opportunities for women.

To address this challenge, we propose GenWriter 2.0, a hybrid approach that integrates Case-Based Reasoning (CBR) with Large …


Implications Of Similarities And Differences Amongst Media Literacy Skills And Trust Across Communities Of Color, Erica Weintraub Austin, Nadia Ishrat Alamgir, Alexandra Elenitsa Fil, Sultana Ismet Jerin, Di Mu, Albert Junior Nyarko, Folake Racheal Okor, Pearl Omolara Oladele, Hae Yeon Seo, Andrew D. Sutherland Jul 2026

Implications Of Similarities And Differences Amongst Media Literacy Skills And Trust Across Communities Of Color, Erica Weintraub Austin, Nadia Ishrat Alamgir, Alexandra Elenitsa Fil, Sultana Ismet Jerin, Di Mu, Albert Junior Nyarko, Folake Racheal Okor, Pearl Omolara Oladele, Hae Yeon Seo, Andrew D. Sutherland

Journal of Media Literacy Education Pre-Prints

A 2020 survey of U.S. adults found that nonwhite respondents tended to report lower levels of media literacy than white respondents. However, their media literacy skills were associated with better COVID-19 knowledge and less acceptance of COVID-19 disinformation. This secondary analysis of the dataset (N=1264) explored how aspects of media literacy and media trust varied across communities of color. No significant differences in online information efficacy were found. White respondents scored higher than Hispanic/Latiné and Native American/Indigenous respondents on media literacy for source, and higher than Black and Hispanic/Latiné respondents on media literacy for content. White respondents also …


Genocide In Gaza? Social Media Discussions Of Violence In Israel And Gaza, Timothy Williams, Andreas Dafnos Jul 2026

Genocide In Gaza? Social Media Discussions Of Violence In Israel And Gaza, Timothy Williams, Andreas Dafnos

Genocide Studies and Prevention: An International Journal

This article conducts social network and topic analyses of German-language posts on X that discuss genocide and terrorism in Israel and Gaza in the first six months after the October 7 attacks and compares these to broader English-language discourses on the platform. The comparison reveals subtle differences in how Israeli violence and governance and Palestinians are discussed and who is seen as complicit in supporting violence. Markedly, German-language posts discuss what constitutes antisemitism more and employ a more restrained language towards Israel as a state and its political actors than English-language posts. We tie these findings back to the idiosyncrasies …


Examining Conditional Indirect Media Effects Through Normative Perceptions: The Role Of Traditional Family Gender Role Expectations And Stigmatizing Beliefs In Human Papillomavirus Vaccination, Moonsun Choi Jul 2026

Examining Conditional Indirect Media Effects Through Normative Perceptions: The Role Of Traditional Family Gender Role Expectations And Stigmatizing Beliefs In Human Papillomavirus Vaccination, Moonsun Choi

Communication ETDs

This dissertation examines how indirect media effects operate through normative perceptions within a gendered and stigmatized health context of HPV vaccination. Specifically, this study investigates how these normative mediation processes are conditioned by traditional family gender role expectations at the norm formation stage and stigmatizing beliefs about HPV vaccination at the normative influence stage. A cross-sectional survey was conducted with mothers of children aged 9 – 12 in the United States in June 2025. The key findings show that while gendered perceptions of HPV vaccination persist, the underlying normative mechanism operated in similar ways across gender-referent contexts. Injunctive norms were …


Mountains And Mythology: Folklore In The Alps, Arya Karki Jul 2026

Mountains And Mythology: Folklore In The Alps, Arya Karki

Honors Projects

From nature spirits to secret doorways, an air of mystery and magic surrounds the mountains of Austria. All over the world, mountain ranges inspire rich folklore, each set of tales unique to its respective culture. The purpose of this Honors Project is to answer the question: how does mountain-inspired folklore mirror cultural values and fears? A comparative analysis between Austrian Alpine and American Appalachian folktales is conducted in order to isolate the variables that cause folklore to differ region-to-region. Through research consisting of primary-source folklore anthologies, secondary texts on mountain theory, and direct observation from a study abroad experience, this …


Perceptions Of Speech-Language Therapy Among Generations Of One Mexican-American Family, Sabrina A. Macias Jul 2026

Perceptions Of Speech-Language Therapy Among Generations Of One Mexican-American Family, Sabrina A. Macias

Master's Theses

This research is a modified replication of Salas-Provance et al. (2002) and analyzes the perceptions of speech-language therapy among one Mexican-American family. It investigates opinions about causes of speech-language disorders, for whom speech therapy can be helpful, characteristics and stereotypes about people with hearing and speech disorders, and the influence of education level on such opinions. With the assistance of three family members and two cultural informants, an online survey was developed consisting of demographic factors, Mexican folk and medical beliefs, and potential stereotypes of people with speech, language, and hearing disabilities. Twenty-three family members (response rate = 76.7%) completed …


Health Literacy, Health Information Seeking Behavior, And Vocal Hygiene Amongst Video Game Voice Actors In The United States, Wendy Lau Jul 2026

Health Literacy, Health Information Seeking Behavior, And Vocal Hygiene Amongst Video Game Voice Actors In The United States, Wendy Lau

Master's Theses

Video game voice actors (VGVAs) perform vocally demanding tasks to bring video game characters to life, and are at high risk for voice disorders. This exploratory study aims to characterize vocal health in VGVAs by investigating the relationships between health literacy, health information seeking behavior, and vocal hygiene practices. Thirty-one VGVAs completed an anonymous online survey. Data were analyzed using a mixed-methods approach: quantitative health literacy scores were calculated, and qualitative data underwent inductive thematic analysis in NVivo. Results show that VGVAs are highly proactive with their vocal health due to their desire for career longevity and their professional vocal …


Mapping Media Literacy Assessment: A Systematic Review To Connect The Dots, Lara Azar, Casey Frechette, Hafsa Zia, Joy Amulya Jul 2026

Mapping Media Literacy Assessment: A Systematic Review To Connect The Dots, Lara Azar, Casey Frechette, Hafsa Zia, Joy Amulya

Journal of Media Literacy Education

The goal of this study was to address persistent challenges in assessing media literacy by reviewing assessments developed between 2011 and 2020. We combined landscape analysis, research synthesis, and grounded theory to select assessments, identify key attributes, iteratively code, analyze, and create an integrated synthesis of approaches to media literacy assessments. The analysis classified media literacy constructs by learning dimension (knowledge, skills, attitudes, behaviors) and participation mode (consumption, engagement, creation). The results showed that while most assessments focused on consumption-oriented constructs, engagement- and creation-oriented constructs were also included. Assessments primarily served three research purposes: evaluating media literacy levels in populations, …


How To Incorporate Media Literacy Into General Education Curricula, Dennis O. Frohlich, David Magolis Jul 2026

How To Incorporate Media Literacy Into General Education Curricula, Dennis O. Frohlich, David Magolis

Journal of Media Literacy Education

Media literacy scholars have long championed the inclusion of media literacy courses in all levels of education, from K-12 to collegiate levels. Universities’ general education curricula are one possible site for inclusion of a media literacy course. However, with each discipline vying for a spot in a university’s general education system, a course in media literacy can easily be overlooked or excluded. In this paper, we detail our efforts to successfully incorporate several media literacy courses into our university’s general education curriculum. This is a process we went through twice under two different general education systems. This paper will detail …


Too Close For Comfort: Indigenous ‘Genre’ Film As Impactful In Pedagogies Of Reconciliation, Brendan M. Burrows Jul 2026

Too Close For Comfort: Indigenous ‘Genre’ Film As Impactful In Pedagogies Of Reconciliation, Brendan M. Burrows

Journal of Media Literacy Education

This article examines the pedagogical potential of Indigenous-created genre film—specifically, Jeff Barnaby’s Rhymes for Young Ghouls (Barnaby, 2013)—in promoting critical engagement with the legacies of colonial violence in Canada. Drawing on Susan Dion’s (2009) concept of the perfect stranger and film activist Ariel Smith’s analysis of Indigenous horror cinema, the study examines how three educators responded to the film and reflected on its curricular applications. Using constructivist grounded theory and cultural studies frameworks, the research reveals both the transformative promise and institutional constraints of integrating emotionally intense media into classroom settings. Findings suggest that while the film evokes affective responses …


Integrating Ai Into Media Analysis Projects: Students’ Insights On Using Chatgpt, Serpil Yalcinalp, Hacer Turkoglu Jul 2026

Integrating Ai Into Media Analysis Projects: Students’ Insights On Using Chatgpt, Serpil Yalcinalp, Hacer Turkoglu

Journal of Media Literacy Education

This research aims to explore students’ perspectives on their use of ChatGPT during a media analysis project in a media literacy (ML) course. Additionally, it investigates what the assigned media literacy project has contributed to them. Qualitative analysis results from 48 students indicated that they believed their media analysis positively contributed to their media awareness of messages, media genres, social justice, technical aspects, and analytical skills, such as inquiry and creativity. Many students appreciate ChatGPT, noting that it encourages learning across disciplines through deep searches and dialogues with the tool. They especially appreciate its contribution when they compare the results …


Demographic Context Of Media And Information Literacy (Mil) Skills Among Senior High School Students In Ghana, Patience Emefa Dzandza Ocloo, Aurelia Ayisi, Abena Animwaa Yeboah-Banin, Annie Oye Jul 2026

Demographic Context Of Media And Information Literacy (Mil) Skills Among Senior High School Students In Ghana, Patience Emefa Dzandza Ocloo, Aurelia Ayisi, Abena Animwaa Yeboah-Banin, Annie Oye

Journal of Media Literacy Education

This paper explores the media and information literacy (MIL) competencies of young Ghanaians in senior high schools. It is premised on the rising spate of misinformation, online security breaches, and the avalanche of content young people must navigate. Together, these factors demand young persons to be new media savvy in order to use the affordances of the current media ecology to their benefit. To advocate for comprehensive MIL education in senior high schools in Ghana, the study adopts a comparative analysis logic to examine demographic differences that attend young people’s media and information literacy. A nationwide survey of 1200 senior …


Content Literacy In The Digital Age: Integrating The Development Of Digital Language Skills Into Civic Education, Cedric Lawida, Ina-Maria Maahs Jul 2026

Content Literacy In The Digital Age: Integrating The Development Of Digital Language Skills Into Civic Education, Cedric Lawida, Ina-Maria Maahs

Journal of Media Literacy Education

The digital transformation creates new demands on reading and writing. This entails the expansion of the goals of content literacy to explicitly include the development of digital reading and writing skills. The study explores how a social media project at a school in Germany supports students in developing digital language competencies. In the civics education project politik.informiert (informed politics), students create and share political content via an Instagram channel. The qualitative case study, based on observations and interviews, finds that the project offers rich opportunities for digital reading and writing, especially in researching information, evaluating sources, and producing audience oriented …


Automated Media: Challenges And Opportunities For Media Literacy Education, Arnaud Claes, Jerry Jacques, Antonin Descampe, Victor Wiard Jul 2026

Automated Media: Challenges And Opportunities For Media Literacy Education, Arnaud Claes, Jerry Jacques, Antonin Descampe, Victor Wiard

Journal of Media Literacy Education

This paper offers a theoretical reflection on the evolving landscape of automated media, focusing on how automation and so-called Artificial Intelligence (AI) are reshaping traditional media-related practices and the competences required for media literacy. It examines how automated media technologies, such as recommendation algorithms and generative AI, might reshape the critical skills necessary to navigate a complex digital ecosystem. By framing AI-driven media practices through a social-action perspective and treating media as human activities, we argue that media literacy models should encompass competences related to the operation of computational automata, particularly through the management of inbound and outbound information flows. …


Coordinating Meaning With Ai System Cards: A Thematic Analysis, Jennifer Rene French Cyrek Jul 2026

Coordinating Meaning With Ai System Cards: A Thematic Analysis, Jennifer Rene French Cyrek

Doctoral Dissertations and Projects

As the meaning of AI risk remains unsettled across sociotechnical and public discourse, AI system cards are an emergent, yet understudied, genre of technical documentation through which AI technology developers publicly frame new AI system capabilities including risks. This thematic content analysis study examines how AI technology developers coordinate meaning regarding risk and responsible development in stewardship of AI. Guided by a constitutive view of communication and systems theory, second-order cybernetics, and the cybernetic tradition, this study analyzes a purposive corpus of AI system cards collected from 2023-2025 using thematic content analysis and the hierarchy of meaning heuristic from coordinated …