Digital Commons Network^™

Systematic Regulation Of Artificial Intelligence, Yonathan Arbel, Matthew Tokson, Albert Lin

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Today's artificial intelligence ("AI'') systems exhibit increasing capabilities across a remarkable variety of tasks. The rapid growth in AI ability has caught the attention of policymakers, parliaments, and the United Nations. These entities are increasingly looking towards regulating AI, not only in its particular applications, but as a technology. Yet legal scholarship has thus far offered little to this new and critical regulatory conversation, which has instead been dominated by computer scientists and technologists.

This Article begins the project of assessing AI 's broader risks and law 's role in addressing them. These risks are wide ranging-they span harms to …

What Is The Goal Of Health Insurance Reform?, Gabriel Scheffler

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No abstract provided.

Religious Clause Challenges To Early Abortion Bans, Caroline Mala Corbin

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The substantive due process right to abortion is gone. But other parts of the Constitution may also protect women’s right to control their bodies and live as equals in the United States. This Essay addresses what role the two religion clauses may play in advancing reproductive autonomy. Because religion and reproduction are intertwined, the religion clauses may provide some measure of constitutional protection.

The Establishment Clause bars the government from imposing religion onto those who do not share it. It also forbids the government from taking sides in theological disputes. Early abortion bans not only favor one religious belief on …

The Government Speech Doctrine Ate My Class: First Amendment Capture And Curriculum Bans, Caroline Mala Corbin

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Because of the government speech doctrine, public school curriculum restrictions like “Don’t Say Gay” mandates and bans on teaching critical race theory may escape free speech review. This exemplifies “First Amendment capture.” The term “capture” comes from “agency capture,” which occurs when regulated entities effectively gain control over the agency meant to oversee them. First Amendment capture occurs when speech becomes controlled by the government when the Free Speech Clause should be regulating the government.

Generally, laws that censor content trigger strict scrutiny under the Free Speech Clause. Curriculum bans, however, may trigger no scrutiny at all. Under the government …

Attributing Ai Authorship: Towards A System Of Icons For Legal And Ethical Disclosure, Joseph J. Avery, Patricia S. Abril, Alissa Del Riego

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Over the past year, the pervasive role of large language models (LLMs) and artificial intelligence (Al) in text generation has precipitated concerns about ethical usage, authorship, and transparent attribution. This has been true in legal practice, academia, and the corporate world, as well as in countless other arenas. In this Article, we identify the gap that has opened between those demanding proper disclosure (we should know when and to what extent Al is an author) and those struggling to respond to these demands. Part of the problem is that there is no system in place, no lingua franca, no set …

Sails Essay Collection: Foreword, Kathleen Claussen

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No abstract provided.

Protocol For Cannabis Cloning, Jose Leme, Spencer Schuchman, Kaitlin Creager, Amy Boren, Karla Gage

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The aim of this protocol is to provide suggested guidelines for cannabis cloning.

The Submerged Administrative State, Gabriel Scheffler, Daniel E. Walters

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The United States government is experiencing a reputation crisis: after decades of declining public trust, many Americans have lost confidence in the government's capacity to perform its basic functions. While various explanations have been offered for this worrying trend, these existing accounts overlook a key factor: people are unfamiliar with the institutions that actually do most of the governing-administrative agencies-and they devalue what they cannot easily observe. The "submerged" nature of the administrative state is, we argue, a central reason for declining trust in government.

This Article shows that the administrative state is systematically submerged in two ways. First, administrative …

Assemblages And Actor Networks In The Borderlands - The Apposition Of Reproductive Rights Along The Mexican-American Border, Madeleine M. Plasencia

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In 1971, Sarah Weddington argued Roe v. Wade as a class action on behalf of pregnant women living in Texas, many of whom, including herself had to flee the State to obtain an abortion in Mexico. In 2021, Texas enacted S. B. 8, otherwise known as the Texas Heartbeat Act, which created a private cause of action for injunctive relief and statutory damages awards against any person assisting in and any physician accused of performing an abortion, thus reigniting the cross-border flows that historically have made Mexico a haven for runaway enslaved people and pregnant persons heading south to freedom. …

Reflections On Corporate Governance At Work, Margaret Blair, Matthew Bodie, June Carbone, Scott Dewey, George S. Georgiev, Grant Hayden, Claire Hill, Brett Mcdonnell, Sanjukta Paul, Silvie Rohr, Natalya Shnitser, Aaron Sojourner, Alvin Velazquez

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No abstract provided.

Truth Bounties: A Market Solution To Fake News, Yonathan A. Arbel, Michael D. Gilbert

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False information poses a threat to individuals, groups, and society. Many people struggle to judge the veracity of the information around them, whether that information travels through newspapers, talk radio, TV, or social media. Concerned with the spread of misinformation and harmful falsehoods, much of the policy, popular, and scholarly conversation today revolves around proposals to expand the regulation of individuals, platforms, and the media. While more regulation may seem inevitable, it faces constitutional and political hurdles. Furthermore, regulation can have undesirable side effects and be ripe for abuse by powerful actors, public and private.

This Article presents an alternative …

Do Elections Really Have Consequences?: Presidential Indifference, Attenuated Accountability, And Policy Paralysis Within The Administrative State, Ronald J. Krotoszynski Jr.

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In theory, the Constitution vests all, not "some" or "most," of the executive power in the President; the buck supposedly stops at the Resolute Desk. Yet current practice falls well short of this constitutional ideal. The conjunction of fixed terms of office, good cause removal limits, and partisan balance requirements for the heads of multi-member independent federal agencies, boards, and commissions can and does leave critically important federal agencies effectively unaccountable to the President. Such a state of affairs existed at the Federal Communications Commission (FCC) from January 20, 2021, until September 25, 2023-over half of President Biden's fouryear term …

Comparison Of Head Space Solid Phase Micro Extraction With Conventional And Comprehensive Gas Chromatography Mass Spectrometry For Volatile Profiling Of Irish Whiskey, Thomas J. Kelly, David T. Mannion, Christine O'Connor, Kieran N. Kilcawley

Articles

Whiskey is a traditional distilled product produced on the island of Ireland that is currently experiencing a major expansion in export volume. Different styles of Irish whiskey exist, however only some very limited published information exists on the volatile congener profile of the different styles of Irish whiskey. Such information is potentially indispensable from a quality, flavour and authenticity perspective. As gas chromatography is the established analytical method of choice to identify volatile congeners, this study compared headspace-solid phase microextraction (HS-SPME) using conventional gas chromatography single quadrupole mass spectrometry, to HS-SPME and HS-SPME-Arrow using comprehensive two-dimensional gas chromatography (GC×GC) modulated …

Neural Correlates Of Audiovisual Narrative Speech Perception In Children And Adults On The Autism Spectrum: A Functional Magnetic Resonance Imaging Study, Lars A. Ross, Sophie Molholm, John S. Butler, Victor A. Del Bene, Tufikameni Brima, John J. Foxe

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Autistic individuals show substantially reduced benefit from observing visual articulations during audiovisual speech perception, a multisensory integration deficit that is particularly relevant to social communication. This has mostly been studied using simple syllabic or word-level stimuli and it remains unclear how altered lower-level multisensory integration translates to the processing of more complex natural multisensory stimulus environments in autism. Here, functional neuroimaging was used to examine neural correlates of audiovisual gain (AV-gain) in 41 autistic individuals to those of 41 age-matched non-autistic controls when presented with a complex audiovisual narrative. Participants were presented with continuous narration of a story in auditory-alone, …

Probing A Neural Unreliability Account Of Auditory Sensory Processing Atypicalities In Rett Syndrome, Tufikameni Brima, Shlomit Beker, Kevin D. Prinsloo, John Butler, Aleksandra Djukic, Edward G. Freedman, Sophie Molholm, John J. Foxe

Articles

Background: In the search for objective tools to quantify neural function in Rett Syndrome (RTT), which are crucial in the evaluation of therapeutic efficacy in clinical trials, recordings of sensory-perceptual functioning using event-related potential (ERP) approaches have emerged as potentially powerful tools. Considerable work points to highly anomalous auditory evoked potentials (AEPs) in RTT. However, an assumption of the typical signal-averaging method used to derive these measures is “stationarity” of the underlying responses – i.e. neural responses to each input are highly stereotyped. An alternate possibility is that responses to repeated stimuli are highly variable in RTT. If so, this …

Circular Material Usage Strategies And Principles In Buildings: A Review, Paulo Santos, Génesis Camila Cervantes, Alicia Zaragoza-Benzal, Aimee Byrne, Ferhat Karaca, Daniel Ferrández, Adriana Salles, Luís Bragança

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Building construction accounts for a significant proportion of global greenhouse gas emissions, raw material extraction, and waste production. Applying circular economy (CE) principles in the building construction industry would considerably reduce these values. However, uptake by the industry is relatively slow, which is largely attributed to sectoral barriers, including limitations in knowledge and experience. This review paper aims to assess and contribute to diminishing these obstacles by offering a comprehensive review of circular material usage principles and strategies within the construction sector. Opportunities and facilitators of change are also presented, including innovations and emerging technologies in recycling, digitization, robotic systems, …

Replication Study: Investigating The Effects Of Maximal Anaerobic Fatigue On Dynamic Postural Control Using The Y-Balance Test, Ciara Byrne, Jennifer Murphy, Joe P. Warne

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Objectives: The aim of this study was to replicate the study titled “Investigating the effects of maximal anaerobic fatigue on dynamic postural control using the Y-Balance Test” by Johnston et al. (2018) as part of a large replication project. This study aimed to determine the effects of maximal anaerobic fatigue on dynamic postural control using the Y-Balance Test, with a specific focus on anterior reach distance. Design: A single session intervention. Methods: Forty male and female university students (age: 22 ± 3 years, height: 171.88 ± 8.96 cm, mass: 76.20 ± 14.31 kg) partaking in competitive sport, completed a Y-Balance …

Multicomponent Perinatal Breastfeeding Support In Women With Bmi >25: The Latch On Multi-Centre Randomised Trial, Sharleen L. O'Reilly, Catherine Mcnestry, Denise Mcguinness, Sarah Louise Killeen, John Mehegan, Barbara Coughlan, Eileen C. O'Brien, Denise O'Brien, Marcelina Szafranska, Mary Brosnan, Lucille Sheehy, Rosie Murtagh, Lorraine O'Hagan, Marie Corbett, Michelle Walsh, Regina Keogh, Paula Power, Marie Woodcock, Mary Phelan, Amy Carroll, Stephanie Murray, Charmaine Scallan, Elizabeth Dunn, Fionnuala M. Mcauliffe

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Objective: To investigate the effectiveness of a multicomponent breastfeeding support intervention on breastfeeding prevalence at 3 months among women with a body mass index (BMI) >25 kg/m2. Design: Multicentre multicomponent randomised controlled trial. Setting: Four maternity centres in Ireland. Population: A total of 225 primiparous women and their nominated support partners. Participants were aged 18 years and over, with BMI ≥25 kg/m2, carrying a singleton pregnancy and without contraindication for breastfeeding. Methods: The intervention included an antenatal group breastfeeding education session for participants and their support partners, followed by a planned postnatal breastfeeding assessment and telephone support for up to …

Optimisation Of Polyphenol Extraction For The Valorisation Of Spent Gin Botanicals, Ekene C. Umego, Catherine Barry-Ryan

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An average of 0.21 kg spent gin botanicals (SGB) is generated for every 1 L of gin, making it the major by-product of gin distillation. The present circular economy dynamics and increased awareness on resource use presents an opportunity for valorisation of SGB. SGB was optimised for polyphenol extraction using a three-factor Box-Behnken Design in response surface methodology (RSM). This was used to both optimise and study how the extraction variables affected yields and values of polyphenol and antioxidant activity of SGB. The generated optimum conditions for polyphenol extraction from SGB were 50% (v/v) solvent concentration, 40 mL g−1 solvent: …

The Role Of Interpersonal Conflict As A Cause Of Work-Related Stress In Construction Managers In Ireland, Patrick J. Bruce, Victor Hrymak, Carol M. Bruce Dr, Joseph Byrne

Articles

Construction is a project-driven industry that places a high premium on product delivery on time, within budget and to required standards. Modern construction projects have become more complex in nature, the complex relational and lengthy process of designing and building makes construction a process in which conflict is virtually ensured (Jaffar et al., 2011; Wang et al., 2023). These characteristics of the industry contribute to workplace stress. Therefore, it is not surprising that research has confirmed a strong presence of workplace stress within the industry, (Lingard and Francis, 2004; Vaux and Dority, 2020). Many construction managers experience excessive levels of …

Human Health And Ecological Risk Assessment Of Heavy Metals In Topsoil Of Different Peatland Use Types, Samuel Obeng Apori, Michelle Giltrap, Julie Dunne, Furong Tian

Articles

Peatlands, known for their ability to retain and immobilize heavy metals due to unique waterlogged conditions and organic matter, face challenges when subjected to disturbances such as land use changes. These disruptions alter the organic matter, redox potential, and pH of the peatsoil, potentially influencing the migration, mobilization, and increased availability of stored heavy metals. Peatsoil samples from various peatland use types (improved and semi-natural grassland, forest, industrial cutaway bog) were collected to assess the human health and ecological risk associated with heavy metals (Cd, Cu, Hg, Pb, and Zn) in Co-Offaly, Ireland. Results reveal variations in heavy metal concentrations …

Nanocellulose Separation From Barley Straw Via Ultrasound-Assisted Choline Chloride – Formic Acid Deep Eutectic Solvent Pretreatment And High-Intensity Ultrasonication, Dileswar Pradhan, Swarna Jaiswal, Brijesh K. Tiwari, Amit K. Jaiswal

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The present study aims at investigating the application of ultrasound assisted choline chloride (ChCl) – formic acid (FA) deep eutectic solvent (DES) pretreatment of Barley straw. In addition, the efficiency of a wet grinding followed by high intensity ultrasound (HIUS) treatment for production of cellulose nanofibers (CNF) has been evaluated. The DES (using ChCl: FA at 1:9 M ratio) treatment at 45 kHz ultrasound frequency and 3 h of treatment duration resulted in 84.68 ± 1.02 % and 82.96 ± 0.79 % of lignin and hemicellulose solubilisation, respectively. The purification of DES treated solid residue resulted in cellulose with more …

Generating A Template For An Educational Software Development Methodology For Novice Computing Undergraduates: An Integrative Review, Catherine Higgins, Ciaran O'Leary, Claire Mcavinia, Barry J. Ryan

Articles

Aim/Purpose The teaching of appropriate problem-solving techniques to novice learners in undergraduate software development education is often poorly defined when compared to the delivery of programming techniques. Given the global need for qualified designers of information technology, the purpose of this research is to produce a foundational template for an educational software development methodology grounded in the established literature. This template can be used by third-level educators and researchers to develop robust educational method-ologies to cultivate structured problem solving and software development habits in their students while systematically teaching the intricacies of software crea-tion. Background While software development methodologies are …

Characterization Of Antimicrobial Resistant Enterobacterales Isolated From Spinach And Soil Following Zinc Amendment, Elena Anedda, Elena Alexa, Daniel Ekhlas, Ml Farrell, Michael Gaffney, G Madigan, D Morris, Catherine M. Burgess

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Antimicrobial resistant bacteria can occur in the primary food production environment. The emergence and dissemination of antimicrobial resistance (AMR) in the environment can be influenced by several factors, including the presence of heavy metals. The aim of this study was to examine the presence and characteristics of antimicrobial resistant Enterobacterales in soils and spinach grown in soils with and without zinc amendment. A total of 160 samples (92 soil and 68 spinach) were collected from two locations, in which some plots had been amended with zinc. Samples were cultured on selective agars for detection of extended-spectrum beta-lactamase-producing Enterobacterales (ESBL), carbapenem-resistant …

Carrageenan-Based Sustainable Biomaterials For Intelligent Food Packaging: A Review, Sneha Sabu Mathew, Amit K. Jaiswal, Swarna Jaiswal

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This article explores the use of carrageenan-based biomaterials in developing sustainable and efficient intelligent food packaging solutions. The research in this field has seen a notable surge, evident from >1000 entries in databases such as Web of Science, PubMed and Science Direct between 2018 and 2023. Various film preparation techniques are explored, including solvent casting, layer-by-layer (LbL) assembly, and electrospinning. Solvent casting is commonly used to incorporate active compounds, while LbL assembly and electrospinning are favored for enhancing mechanical properties and solubility. Carrageenan's film-forming characteristics enable the production of transparent films, ideal for indicator films that facilitate visual inspection for …

Soil Organic Matter Components And Characteristics Of Forest Soil In Spruce And Sycamore Plantations In The Temperate Region, Samuel Obeng Apori, Michelle Giltrap, Julie Dunne, Furong Tian

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No abstract provided.

Toward Circular Economy: Potentials Of Spent Coffee Grounds In Bioproducts And Chemical Production, Hisham Ahmed, Rasaq S. Abolore, Swarna Jaiswal, Amit K. Jaiswal

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With growing concern over environmental sustainability and dwindling fossil resources, it is crucial to prioritise the development of alternative feedstocks to replace fossil resources. Spent coffee grounds (SCGs) are an environmental burden with an estimated six million tons being generated on a wet basis annually, globally. SCGs are rich in cellulose, lignin, protein, lipids, polyphenols and other bioactive compounds which are important raw materials for use in industries including pharmaceuticals and cosmetics. Furthermore, the energy sector has the potential to capitalize on the high calorific value of SCGs for biofuel and biogas production, offering a sustainable alternative to fossil fuels. …

Effect Of Frying On Physicochemical And Nutritional Qualities Of Herbs And Spices Incorporated Rice Cracker, Simran Sharma, Ritesh Sharma, S. Chakkaravarthi, Saravanan Mani, Ankur Kumar, Shruti Mishra, R. Sasikumar, Amit K. Jaiswal

Articles

Herbs and spices are rich in bioactive compounds that are known to impart health benefits. Incorporation of these herbs/spices in snacks might also enhance the nutritional quality of the products. This study aimed to examine the potential nutritional benefits and loss associated with the frying of herb/spice rice crackers. Four different varieties of rice-based crackers incorporated individually with mint, green chili, red chili, and cumin were evaluated by different parameters before and after frying. The raw rice cracker incorporated with herb/spice exhibited significantly higher protein (4.19 to 5.30 %), fiber (1.78 to 1.97 %), mineral, pigment (chlorophyl 0.4 to 0.7 …

Lipid Incorporated Biopolymer Based Edible Films And Coatings In Food Packaging: A Review, L. Susmita Devi, Amit K. Jaiswal, Swarna Jaiswal

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In the evolving landscape of food packaging, lipid-based edible films and coatings are emerging as a sustainable and effective solution for enhancing food quality and prolonging shelf life. This critical review aims to offer a comprehensive overview of the functional properties, roles, and fabrication techniques associated with lipid-based materials in food packaging. It explores the unique advantages of lipids, including waxes, resins, and fatty acids, in providing effective water vapor, gas, and microbial barriers. When integrated with other biopolymers, such as proteins and polysaccharides, lipid-based composite films demonstrate superior thermal, mechanical, and barrier properties. The review also covers the application …

Prenatal Intention To Human Milk Feed In The Native Hawaiian Population: Predictors Of Any Human Milk Feeding From Birth To Six Months Postpartum, Méabh Murray, Jessie Kai, Amanda Dentinger, Leah Kaplan, Meliza Roman, Eileen O'Brien, John Kearney, Bliss Kaneshiro, Fengqing Zhu, Marie K. Fialkowski

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Background: Rates of non-communicable diseases are disproportionately high among Native Hawaiian (NH) people, and the proportion of NH infants being fed human milk (HM) is the lowest among all ethnicities within the state of Hawaiʻi. The aim of this study was to explore biological, socio-economic, and psychosocial determinants of the initiation and duration of human milk feeding (HMF) among a study of NH mothers and infants. Methods: A sample of 85 NH mother-infant dyads who were participating in a larger prospective study were involved in this research. Recruitment for the parent was delayed due to the COVID-19 pandemic. Recruitment started …