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Going "Beyond" Mere Transformation: Warhol And Reconciliation Of The Derivative Work Right And Fair Use, Shyamkrishna Balganesh, Peter S. Menell Sep 2024

Going "Beyond" Mere Transformation: Warhol And Reconciliation Of The Derivative Work Right And Fair Use, Shyamkrishna Balganesh, Peter S. Menell

Faculty Scholarship

The Supreme Court’s recent decision in Andy Warhol Foundation for Visual Arts, Inc. v. Goldsmith is a watershed moment in the story of copyright jurisprudence. At its broadest, the decision articulates a unified vision — one that had been dormant in the lower court fair use jurisprudence — about the role of copyright and the manner in which to make sense of its effort to balance exclusivity with its myriad limitations. This Essay focuses on how the Court reconciled the working of the statute’s derivative work right with the breadth and reach of the “transformative use” version of the fair …


The Surprising Survival – So Far – Of The Corporate Contribution Ban, Richard Briffault Sep 2024

The Surprising Survival – So Far – Of The Corporate Contribution Ban, Richard Briffault

Faculty Scholarship

In Citizens United v. Federal Election Commission, the Supreme Court invalidated the longstanding ban on the expenditure of corporate funds in federal election campaigns. In so doing, the Court dismissed outright an argument that had long been the foundation for the restriction of corporate money in election campaigns — that, due to the “substantial aggregations of wealth amassed by the special advantages which go with the corporate form[,]” corporate money poses a distinct threat to the integrity of democracy. Instead, viewing corporations as essentially “associations of citizens,” Citizens United determined that “the First Amendment does not permit Congress to …


The National Security Exception At The Wto: Should It Just Be A Matter Of When Members Can Avail Of It? What About How?, Mona Pinchis-Paulsen, Kamal Saggi, Petros C. Mavroidis Sep 2024

The National Security Exception At The Wto: Should It Just Be A Matter Of When Members Can Avail Of It? What About How?, Mona Pinchis-Paulsen, Kamal Saggi, Petros C. Mavroidis

Faculty Scholarship

The GATT security exceptions were practically in hibernation until recently. The recent WTO disputes panel activity concerning such exceptions is characterized by a standard of review that places the accent on ‘when’ action should be taken and not so much on ‘what’ action should be taken. We see two problems with this construction. First, the ‘when’ might be a function of privileged information that those possessing it might be unwilling to divulge in a transparent manner. Second, national security is an amorphous concept, and unless we disaggregate it, it is impossible to pronounce the appropriateness of measures adopted to pursue …


Using Latent Variables To Improve The Management Of Depression Among Hemodialysis Patients, Douglas D. Gunzler, Martha Sajatovic, Ashwini R. Sehgal Aug 2024

Using Latent Variables To Improve The Management Of Depression Among Hemodialysis Patients, Douglas D. Gunzler, Martha Sajatovic, Ashwini R. Sehgal

Faculty Scholarship

Background: Screening for depression can be challenging among hemodialysis patients due to the overlap of depressive symptoms with dialysis or kidney disease related symptoms. The aim of this study was to understand these overlapping symptoms and develop a depression screening tool for better clinical assessment of depressive symptoms in dialysis patients. Methods: We surveyed 1,085 dialysis patients between March 1, 2018 and February 28, 2023 at 15 dialysis facilities in Northeast Ohio with the 9-item patient health questionnaire (PHQ-9) and kidney disease quality of life (KDQOL) instrument. To evaluate overlap across questionnaire items, we used structural equation modeling (SEM). We …


Contemplating Existence: Ai And The Meaning Of Life, Emily Barnes, James Hutson Aug 2024

Contemplating Existence: Ai And The Meaning Of Life, Emily Barnes, James Hutson

Faculty Scholarship

This article explores the intersection of artificial intelligence (AI) with existential philosophy, examining how AI technologies influence human conceptualizations of purpose and meaning. Despite rapid advancements in AI, the domain's implications for existential thought remain underexplored. By integrating interdisciplinary perspectives from psychology, philosophy, and AI ethics, this study elucidates how AI can shape, challenge, or enhance our understanding of life's purpose. It investigates theoretical frameworks and practical implementations of AI engaging in existential questions, analyzing both the capabilities and limitations of AI systems such as ChatGPT in simulating human existential thought. The ethical implications of AI's role in existential inquiries …


Beyond Automation: Ai As A Catalyst For New Job Creation In Software Development, Jill Willard, James Hutson Aug 2024

Beyond Automation: Ai As A Catalyst For New Job Creation In Software Development, Jill Willard, James Hutson

Faculty Scholarship

As artificial intelligence (AI) continues to evolve, its impact on software development and programming is profound, drawing parallels to the shift from assembler to object-oriented programming. This article explores how AI is reshaping the landscape of software jobs, creating new opportunities rather than diminishing them. By simplifying complex tasks and lowering barriers to coding, AI is expanding the technology "pie," introducing new use cases, and enhancing efficiency. The transition from monolithic services to microservices has reduced risks and accelerated deployment processes, and AI is poised to further this evolution by managing the complexities of service interactions through advanced orchestration layers. …


The Incoherence Of Evidence Law, G. Alexander Nunn Aug 2024

The Incoherence Of Evidence Law, G. Alexander Nunn

Faculty Scholarship

What is the purpose of evidence law? The answer might seem intuitive. Evidence law exists, of course, to foster verdict accuracy, legitimacy, and efficiency. But these kindred aims often come into conflict. Policy tradeoffs are inescapable in evidence law, meaning that an evidentiary regime must clarify how its normative objectives cohere. Do accuracy, legitimacy, and efficiency work together on equal footing, such that the goal of a code is to maximize each objective to the extent possible? Or does one of evidence law’s aims take precedence over the rest? And if one goal takes priority, what is the role of …


Even Laypeople Use Legalese, Eric H. Martinez, Francis Mollica, Edward Gibson Aug 2024

Even Laypeople Use Legalese, Eric H. Martinez, Francis Mollica, Edward Gibson

Faculty Scholarship

Whereas principles of communicative efficiency and legal doctrine dictate that laws be comprehensible to the common world, empirical evidence suggests legal documents are largely incomprehensible to lawyers and laypeople alike. Here, a corpus analysis (n=59 million words) first replicated and extended prior work revealing laws to contain strikingly higher rates of complex syntactic structures relative to six baseline genres of English.

Next, two pre-registered text generation experiments (n=286) tested two leading hypotheses regarding how these complex structures enter into legal documents in the first place. In line with the magic spell hypothesis, we found people tasked with writing official laws …


A Framework For The Foundation Of The Philosophy Of Artificial Intelligence, Emily Barnes, James Hutson Aug 2024

A Framework For The Foundation Of The Philosophy Of Artificial Intelligence, Emily Barnes, James Hutson

Faculty Scholarship

In recent years, the rapid advancement of artificial intelligence (AI) technology has sparked profound questions about the nature of machine intelligence and the possibility of AI consciousness. As AI systems become increasingly sophisticated, examining their philosophical foundations has become imperative. This article investigates the intricate relationship between AI and existential thought, aiming to establish a comprehensive framework for understanding AI's philosophical underpinnings. The historical development of AI, from symbolic AI to contemporary machine learning paradigms, highlights the increasing complexity and sophistication of AI systems, prompting significant philosophical debates about machine consciousness. Theoretical models such as the Independent Core Observer Model …


Materials Data Science Using Cradle: A Distributed, Data-Centric Approach, Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Olatunde Akanbi, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, Roger H. French Aug 2024

Materials Data Science Using Cradle: A Distributed, Data-Centric Approach, Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Olatunde Akanbi, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, Roger H. French

Faculty Scholarship

There is a paradigm shift towards data-centric AI, where model efficacy relies on quality, unified data. The common research analytics and data lifecycle environment (CRADLE™) is an infrastructure and framework that supports a data-centric paradigm and materials data science at scale through heterogeneous data management, elastic scaling, and accessible interfaces. We demonstrate CRADLE’s capabilities through five materials science studies: phase identification in X-ray diffraction, defect segmentation in X-ray computed tomography, polymer crystallization analysis in atomic force microscopy, feature extraction from additive manufacturing, and geospatial data fusion. CRADLE catalyzes scalable, reproducible insights to transform how data is captured, stored, and analyzed. …


Bridging The Gap: Ai And The Hidden Structure Of Consciousness, Emily Barnes, James Hutson Aug 2024

Bridging The Gap: Ai And The Hidden Structure Of Consciousness, Emily Barnes, James Hutson

Faculty Scholarship

The quest to develop Artificial Intelligence (AI) systems that possess human-like consciousness necessitates a deep dive into both theoretical and practical aspects underpinning this ambitious goal. This article builds on initial philosophical explorations of AI consciousness by examining the intricate and often hidden structures that may facilitate conscious experiences in AI. Drawing from concepts in cognitive science and neuroscience, the article elucidates how AI systems can be designed to replicate the structural and functional aspects of human consciousness. The discussion includes the Hierarchy of Spatial Belongings proposed by Forti (2024), frameworks like the Integrated Information Theory (IIT), and models linking …


Changes In Revenues Associated With Antimicrobial Reimbursement Reforms In Germany, Matt Mcenany, Kevin Outterson Aug 2024

Changes In Revenues Associated With Antimicrobial Reimbursement Reforms In Germany, Matt Mcenany, Kevin Outterson

Faculty Scholarship

Policy declarations from the G7 and other high-level meetings call for increased incentives for antimicrobial research and development (R&D). Governments fund push incentives like CARB-X and GARDP, and G7 countries are now designing pull incentives—financial rewards given to manufacturers post-market authorization that are intended to encourage the creation and introduction of novel antimicrobials. Germany has declared previously at the G7 that it has developed a pull incentive that will increase revenues from sales of important new antimicrobials, principally by exempting them from some aspects of health technology benefit assessments and reference pricing, which should result in higher prices. This policy …


Labour And Democracy, Kate Andrias Aug 2024

Labour And Democracy, Kate Andrias

Faculty Scholarship

Democracy has always been a central project of labour law, but it is all the more important today, with authoritarianism on the rise and democracy under threat across the globe. This chapter examines the relationship between labour law and democracy. It explores the central tension between democracy and labour under capitalism; traces how ideas and arguments about workplace democracy have evolved over time; and explores the relationship between workplace democracy and political democracy, including how and when unions serve as a bulwark against authoritarianism. Ultimately, it argues that a critical task for labour law scholarship is to rethink the body …


Cross-Correlation Increases Sampling In Diffusion-Based Super-Resolution Optical Fluctuation Imaging, Jeanpun Antarasen, Benjamin Wellnitz, Stephanie N. Kramer, Surajit Chatterjee, Lydia Kisley Jul 2024

Cross-Correlation Increases Sampling In Diffusion-Based Super-Resolution Optical Fluctuation Imaging, Jeanpun Antarasen, Benjamin Wellnitz, Stephanie N. Kramer, Surajit Chatterjee, Lydia Kisley

Faculty Scholarship

Correlation signal processing of optical three-dimensional (x, y, t) data can produce super-resolution images. The second-order cross-correlation function XC2 has been documented to produce super-resolution imaging with static and blinking emitters but not for diffusing emitters. Here, we both analytically and numerically demonstrate cross-correlation analysis for diffusing particles. We then expand our fluorescence correlation spectroscopy super-resolution optical fluctuation imaging (fcsSOFI) analysis to use cross-correlation as a postprocessing computational technique to extract both dynamic and structural information on particle diffusion in nanoscale structures simultaneously. Cross-correlation maintains the same super-resolution as auto-correlation while also increasing the sampling rates to reduce aliasing for …


Materials Data Science Using Cradle: A Distributed, Data-Centric Approach, Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Olatunde Akanbi, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, Roger H. French Jul 2024

Materials Data Science Using Cradle: A Distributed, Data-Centric Approach, Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Olatunde Akanbi, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, Roger H. French

Faculty Scholarship

There is a paradigm shift towards data-centric AI, where model efficacy relies on quality, unified data. The common research analytics and data lifecycle environment (CRADLE™) is an infrastructure and framework that supports a data-centric paradigm and materials data science at scale through heterogeneous data management, elastic scaling, and accessible interfaces. We demonstrate CRADLE’s capabilities through five materials science studies: phase identification in X-ray diffraction, defect segmentation in X-ray computed tomography, polymer crystallization analysis in atomic force microscopy, feature extraction from additive manufacturing, and geospatial data fusion. CRADLE catalyzes scalable, reproducible insights to transform how data is captured, stored, and analyzed.


The Utility Of Sentinel Lymph Node Biopsy In Elderly Patients With Melanoma, Carmen A. Jung, Kathleen M. Mulligan, Iris Sheng, John B. Ammori, Ankit Mangla, Richard S. Hoehn, Luke D. Rothermel Jul 2024

The Utility Of Sentinel Lymph Node Biopsy In Elderly Patients With Melanoma, Carmen A. Jung, Kathleen M. Mulligan, Iris Sheng, John B. Ammori, Ankit Mangla, Richard S. Hoehn, Luke D. Rothermel

Faculty Scholarship

Background: Sentinel lymph node biopsy (SLNB) is performed less often for older patients with melanoma. We investigated the association of SLNB and melanoma-specific survival (MSS) in the elderly. Methods: We retrospectively reviewed the Surveillance, Epidemiology, and End Results (SEER: 2010–2019) for patients ≥ 70 years with cT2-4N0M0 melanoma. We used multivariable Cox proportional hazard models to evaluate the impact of SLNB performance and SLN status on MSS at increasing age cutoffs. In addition, we evaluated the association of different factors with SLNB performance using multivariable logistic regression. Results: We identified 11,548 patients. Sentinel lymph node biopsy occurred in 6754 (58.5%) …


A Qualitative Study On The Integration Of Artificial Intelligence In Cultural Heritage Conservation, Kholoud Ghaith, James Hutson Jul 2024

A Qualitative Study On The Integration Of Artificial Intelligence In Cultural Heritage Conservation, Kholoud Ghaith, James Hutson

Faculty Scholarship

The widespread adoption of generative artificial intelligence (GAI) technologies heralds an era of expanding possibilities in the domain of cultural heritage conservation. This paradigm shift is marked by a confluence of innovative methodologies, including digital twin mapping, digital archiving, and enhanced preservation strategies, aimed at safeguarding the vestiges of our shared past. The application of AI within this field represents a frontier where technology and tradition intersect, offering new vistas for the preservation of historical structures and artifacts that are at risk of deterioration or oblivion. This article endeavors to elucidate the perspectives of professionals within the conservation domain on …


Elevating Black Fathers' Experiences In The National Fatherhood Initiative: Strengths And Areas For Improvement Of 24/7 Dad® Curriculum And Case Management Services, Laura A. Voith, Katie N. Russell, Ashley Withrow, Tian Xia, Darrell Coleman Jul 2024

Elevating Black Fathers' Experiences In The National Fatherhood Initiative: Strengths And Areas For Improvement Of 24/7 Dad® Curriculum And Case Management Services, Laura A. Voith, Katie N. Russell, Ashley Withrow, Tian Xia, Darrell Coleman

Faculty Scholarship

The Healthy Marriage and Responsible Fatherhood grant program is one of the most robust mechanisms supporting fatherhood programming in the United States, with the gold standard of care including fatherhood curriculum (e.g., 24/7 Dad®) and case management services. Despite the fact that fatherhood in the United States is not a monolith and Black fathers make up over 40% of those served through Responsible Fatherhood (RF) program, little research explicitly centers the lived experiences of low-income Black fathers. The current study used focus groups with fathers (n = 23) and staff (n = 8) enrolled in a RF grantee program. Thematic …


Psychedelic Experiences And Long-Term Spiritual Growth: A Systematic Review, William A. Schutt, Julie J. Exline, Kathleen C. Pait, Joshua A. Wilt Jul 2024

Psychedelic Experiences And Long-Term Spiritual Growth: A Systematic Review, William A. Schutt, Julie J. Exline, Kathleen C. Pait, Joshua A. Wilt

Faculty Scholarship

Psychedelic substances, which can occasion mystical experiences, are sometimes used for religious and spiritual reasons. Despite strong links between psychedelics and spirituality, no previous systematic review has investigated connections between psychedelics and indicators of long-term spiritual growth. Thus, 34 empirical studies were analyzed with 19,724 total participants from 32 independent samples. A variety of methodologies were used among the reviewed studies, and some studies included international samples. Results showed that psychedelics—especially classic psychedelics (e.g., psilocybin, LSD, and DMT)—have been studied more often in this context than other substances. Findings indicate that psychedelic use is linked with a variety of subjective …


The History Of Diapers And Their Environmental Impact, Cansu Tokat, Nicholas C. Rickman, Cynthia F. Bearer Jul 2024

The History Of Diapers And Their Environmental Impact, Cansu Tokat, Nicholas C. Rickman, Cynthia F. Bearer

Faculty Scholarship

Impact: This article examines diaper practices around the world throughout history. This article reviews the innovation of the modern diaper and the environmental effects of disposable diapers.


Spinal Movement Disorders In Nmosd, Mogad, And Idiopathic Transverse Myelitis: A Prospective Observational Study, Hesham Abboud, Rongyi Sun, Nikhil Modak, Mohamed Elkasaby, Alexander Wang Jul 2024

Spinal Movement Disorders In Nmosd, Mogad, And Idiopathic Transverse Myelitis: A Prospective Observational Study, Hesham Abboud, Rongyi Sun, Nikhil Modak, Mohamed Elkasaby, Alexander Wang

Faculty Scholarship

Background: Retrospective studies suggest that spinal movement disorders, especially tonic spasms, are prevalent in NMOSD. However, there have been no prospective studies evaluating spinal movement disorders in NMOSD, MOGAD, and idiopathic transverse myelitis (ITM). Methods: Patients referred to a tertiary neuroimmunology clinic for spinal cord demyelination (excluding MS) were evaluated. All patients answered a movement disorders survey and underwent a movement disorder-focused exam. Movement disorders were compared among patients with NMOSD with and without AQP4-IgG, MOGAD, and ITM. Patients with and without involuntary movements were also compared to identify predictors of spinal movement disorders. Results: Sixty-three patients were evaluated from …


Kinetics Of Selenate Reduction Mediated By Underpotentially Deposited Cu On Polycrystalline Au Electrodes In Aqueous Perchloric Acid, Jonathan Strobl, Saurabh Pathak, Daniel Scherson Jul 2024

Kinetics Of Selenate Reduction Mediated By Underpotentially Deposited Cu On Polycrystalline Au Electrodes In Aqueous Perchloric Acid, Jonathan Strobl, Saurabh Pathak, Daniel Scherson

Faculty Scholarship

The reduction of selenate, SeO²₄⁻(aq),in 0.1 M HClO₄ solutions, induced by underpotential deposition, UPD, of Cu on polycrystalline Au electrodes was investigated using the rotating ring-disk electrode, RRDE, technique. Design and implementation of electrode potential-rotation rate protocols made it possible to determine the rates of SeO²₄⁻(aq)reduction as a function of Cu coverage, θCu, as determined by the Bruckenstein method (Swathirajan et al. J. Phys. Chem. 1982, 86, 2480–2485). In agreement with the results reported recently for Au(111) film electrodes (Strobl et al. Electrochimica Acta 2024, 493, 144,298), the reaction was found to proceed only for θCu above a critical value, …


Spontaneous Repolarization Alternans Causes Vt/Vf Rearrest That Is Suppressed By Preserving Gap Junctions, Kenneth R. Laurita, Joseph S. Piktel, Laken Irish, Michelle Nassal, Aurelia Cheng, Matthew Mccauley, Gary Pawlowski, Adrienne T. Dennis, Yi Suen, Soufian Almahameed, Ohad Ziv, Lance D. Wilson Jul 2024

Spontaneous Repolarization Alternans Causes Vt/Vf Rearrest That Is Suppressed By Preserving Gap Junctions, Kenneth R. Laurita, Joseph S. Piktel, Laken Irish, Michelle Nassal, Aurelia Cheng, Matthew Mccauley, Gary Pawlowski, Adrienne T. Dennis, Yi Suen, Soufian Almahameed, Ohad Ziv, Lance D. Wilson

Faculty Scholarship

Background: Ventricular tachycardia (VT)/ventricular fibrillation (VF) rearrest after successful resuscitation is common, and survival is poor. A mechanism of VT/VF, as demonstrated in ex vivo studies, is when repolarization alternans becomes spatially discordant (DIS ALT), which can be enhanced by impaired gap junctions (GJs). However, in vivo spontaneous DIS ALT–induced VT/VF has never been demonstrated, and the effects of GJ on DIS ALT and VT/VF rearrest are unknown. Objectives: This study aimed to determine whether spontaneous VT/VF rearrest induced by DIS ALT occurs in vivo, and if it can be suppressed by preserving Cx43-mediated GJ coupling and/or connectivity. Methods: We …


Expanding Time Covered For Medical Nutrition Therapy: A Need For Clear Reporting On The Intensity Of Nutrition Interventions, Rosa K. Hand Jul 2024

Expanding Time Covered For Medical Nutrition Therapy: A Need For Clear Reporting On The Intensity Of Nutrition Interventions, Rosa K. Hand

Faculty Scholarship

Medical Nutrition Therapy (MNT) is an evidence-based health care service that helps people improve their food and nutrition habits to positively influence health outcomes and quality of life, and is part of a suite of complementary interventions that can be implemented for effective disease prevention and management. However, the dose (ie, length and number of sessions) of MNT that is covered by health care payers in outpatient settings is highly variable and may not be adequate to achieve the desired clinical outcomes and cost savings. Interest in improving access to adequate doses of MNT provided by registered dietitian nutritionists (RDNs), …


Enhancing Adult Learner Success In Higher Education Through Decision Tree Models: A Machine Learning Approach, Emily Barnes, James Hutson, Karriem Perry Jul 2024

Enhancing Adult Learner Success In Higher Education Through Decision Tree Models: A Machine Learning Approach, Emily Barnes, James Hutson, Karriem Perry

Faculty Scholarship

This article explores the use of machine learning, specifically Classification and Regression Trees (CART), to address the unique challenges faced by adult learners in higher education. These learners confront socio-cultural, economic, and institutional hurdles, such as stereotypes, financial constraints, and systemic inefficiencies. The study utilizes decision tree models to evaluate their effectiveness in predicting graduation outcomes, which helps in formulating tailored educational strategies. The research analyzed a comprehensive dataset spanning the academic years 2013–2014 to 2021–2022, evaluating the predictive accuracy of CART models using precision, recall, and F1 score. Findings indicate that attendance, age, and Pell Grant eligibility are key …


The Price Of Consent, Zohra Ahmed Jul 2024

The Price Of Consent, Zohra Ahmed

Faculty Scholarship

This Article demonstrates how hierarchies in the international economy and in international financial institutions have facilitated the U.S.-led Global War on Terror (GWOT). Using U.S.-Pakistan relations as a case study, it shows how the United States has deployed its powerful position at the International Monetary Fund (IMF) to claim Pakistan's consent for its military activities in the region. In the GWOT's first decade, beginning in 2001, the United States openly sought forcible regime change, as in Afghanistan and Iraq; in its second and (now) third decades, the United States has waged covert counterinsurgency campaigns allegedly against militant groups in Muslim-majority …


Do Public Accommodations Laws Compel “What Shall Be Orthodox”?: The Role Of Barnette In 303 Creative Llc V. Eleni, Linda C. Mcclain Jul 2024

Do Public Accommodations Laws Compel “What Shall Be Orthodox”?: The Role Of Barnette In 303 Creative Llc V. Eleni, Linda C. Mcclain

Faculty Scholarship

This article addresses the U.S. Supreme Court's embrace, in 303 Creative LLC v. Elenis, of a First Amendment objection to state public accommodations laws that the Court avoided in Masterpiece Cakeshop v. Colorado Civil Rights Commission: such laws compel governmental orthodoxy. These objections invoke West Virginia Board of Education v. Barnette 's celebrated language: "If there is any fixed star in our constitutional constellation, it is that no official, high or petty, can prescribe what shall be orthodox in politics, nationalism, religion or other matters of opinion or force citizens to confess by word or act their faith …


Do Private Actors Have Rights Under The Wto? The Motivation For And (Inadequate) Implementation Of Gatt Article X, Adeet Dobhal, Petros C. Mavroidis, Lucas Moreira Jiminez, Sunayana Sasmal, Robert Wolfe Jul 2024

Do Private Actors Have Rights Under The Wto? The Motivation For And (Inadequate) Implementation Of Gatt Article X, Adeet Dobhal, Petros C. Mavroidis, Lucas Moreira Jiminez, Sunayana Sasmal, Robert Wolfe

Faculty Scholarship

General Agreement on Tariffs and Trade (GATT) Article X has been consistently overlooked in literature even though it is a unique provision in the GATT-regime: it acknowledges standing for private actors who can challenge trade-related administrative action by World Trade Organization (WTO) members. This provision is an unusual instantiation of the need to provide transparency for private actors about state policy. It is equally eccentric in seeming to provide a right for private actors to challenge governments, albeit only before domestic fora. How did the GATT end up with this provision? And are these apparent private rights meaningful in practice? …


Full Hill-Type Muscle Model Of The I1/I3 Retractor Muscle Complex In Aplysia Californica, Qianxue Chen, Jiayi Shen, Samantha Pao, Yu Huan, Gregory P. Sutton, Jeffery P. Gill, Hillel J. Chiel Jun 2024

Full Hill-Type Muscle Model Of The I1/I3 Retractor Muscle Complex In Aplysia Californica, Qianxue Chen, Jiayi Shen, Samantha Pao, Yu Huan, Gregory P. Sutton, Jeffery P. Gill, Hillel J. Chiel

Faculty Scholarship

The coordination of complex behavior requires knowledge of both neural dynamics and the mechanics of the periphery. The feeding system of Aplysia californica is an excellent model for investigating questions in soft body systems’ neuromechanics because of its experimental tractability. Prior work has attempted to elucidate the mechanical properties of the periphery by using a Hill-type muscle model to characterize the force generation capabilities of the key protractor muscle responsible for moving Aplysia’s grasper anteriorly, the I2 muscle. However, the I1/I3 muscle, which is the main driver of retractions of Aplysia’s grasper, has not been characterized. Because of the importance …


Internalizations Of Decorated Bicategories Via Π₂-Indexings, Juan Orendain Jun 2024

Internalizations Of Decorated Bicategories Via Π₂-Indexings, Juan Orendain

Faculty Scholarship

We treat the problem of lifting bicategories into double categories through categories of vertical morphisms. We consider structures on decorated 2-categories allowing us to formally implement arguments of sliding certain squares along vertical subdivisions in double categories. We call these structures π₂ indexings. We present a construction associating, to every π₂ indexing on a decorated 2-category, a length 1 double internalization.