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2025

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Pronatalism In The United States: How Political Ideals Surrounding Family And Reproductive Health Care Contribute To Neglect In The Foster Care System, Carson Sebree Dec 2025

Pronatalism In The United States: How Political Ideals Surrounding Family And Reproductive Health Care Contribute To Neglect In The Foster Care System, Carson Sebree

Undergraduate Honors Theses

Within the past decade, conservative reproductive politics in the United States have experienced an ideological shift from pro-life toward pronatalism. This has been intensified through the rollback of reproductive rights and the rise of Christian nationalism. However, there has been no commensurate additional funding for the foster care system. This project asks the interrelated questions of: “how is pronatalism linked to neglect within the foster care system?; and, how do theories of democratic care highlight the necessity to rethink support for the foster care system and create policies that will address its shortcomings, given the rise of pronatalist aw and …


Latino Economic Inequality In New York City: Income And Snap Recipiency, 2013–2023, Oswaldo A. Mena Aguilar Dec 2025

Latino Economic Inequality In New York City: Income And Snap Recipiency, 2013–2023, Oswaldo A. Mena Aguilar

Center for Latin American, Caribbean, and Latino Studies

This Latino Data Project Report analyzes trends in the economic well-being of Latino households in New York City between 2013 and 2023, focusing on household income and participation in the Supplemental Nutrition Assistance Program (SNAP). The findings reveal a paradoxical pattern: although median Latino household income increased over the decade, economic inequality within the Latino community widened substantially. Income gains were unevenly distributed, with higher-income households pulling further ahead while the lowest-income households experienced stagnation or decline. Over the same period, Latino households fell further behind all other racial and ethnic groups in the city. Additionally, Latinos consistently exhibited the …


The Effects Of Educational Materials On Knowledge And Attitudes Toward Psilocybin, Lindsey Elise Wade Dec 2025

The Effects Of Educational Materials On Knowledge And Attitudes Toward Psilocybin, Lindsey Elise Wade

Master's Theses

Depression is one of the most prevalent and burdensome mental health conditions worldwide, affecting millions and contributing to over 700,000 deaths by suicide annually. Nearly half of patients with major depressive disorder fail to respond adequately to standard antidepressant treatments such as selective serotonin reuptake inhibitors (SSRIs). Psilocybin-assisted therapy (PAT) has emerged as a promising alternative for treatment-resistant depression (TRD), yet public understanding of this therapy remains limited. The present study examined whether a brief psychoeducational intervention could affect knowledge and attitudes toward PAT among members of the general public in the United States. Participants were randomly assigned to read …


Fabrication Of Three-Dimensional Seaweed-Based Scaffolds And Evaluation Of Cell Attachment And Viability For Cultured Meat Applications, Srishti Tandon Dec 2025

Fabrication Of Three-Dimensional Seaweed-Based Scaffolds And Evaluation Of Cell Attachment And Viability For Cultured Meat Applications, Srishti Tandon

Honors Scholar Theses

Global demand for animal protein is increasing rapidly, underscoring the need for sustainable meat production. Cultured meat is a promising alternative to traditional meat production techniques, but it requires optimization before it can be implemented on a large scale. Scaffolds are an important component for making cultured meat, as they provide structural support for cell attachment and mimic the texture of meat. Scaffolds need to be biocompatible, mechanically supportive, and biochemically active to promote proper cell adhesion, proliferation, and differentiation. This project investigated brown seaweed extract (SWE) hydrogels as a scaffold for cultivated meat applications and compared their mechanical and …


Neutrosophic Assessment Of Ventilatory Dynamics: A Model For Performance Optimization, Darvin Manuel Ramírez Guerra, Yusleidy Marlie Gordo Gómez, Noel Batista-Hernández Dec 2025

Neutrosophic Assessment Of Ventilatory Dynamics: A Model For Performance Optimization, Darvin Manuel Ramírez Guerra, Yusleidy Marlie Gordo Gómez, Noel Batista-Hernández

Neutrosophic Sets and Systems

This study expands upon neutrosophics by establishing a novel neutrosophic model for the evaluation of ventilatory capabilities of Peruvian league 1 soccer professionals in response to an urgent need for such scientific studies to accommodate uncertainty associated with generally physiological measurements. The union of neutrosophic statistics principles with spirometric results and cardiopulmonary exercise testing produces a neuto model that effectively operates at 93.2% accuracy measured by 3 factors—(1) identification of asymptomatic ventilatory deficiencies, (2) assessment of respiratory compensatory thresholds reached during play, (3) participant identification for ranking by neutrosophic determination of results and application of aggregation operators. Application of this …


Urban Shadows In Latin America: Detection Of Crime Hotspots Using Multivariate, Geospatial, And Neutrosophic Analytic Hierarchy Process (Nahp) Analytical Techniques, Johnny Pambabay-Calero, Sergio Bauz-Olvera, Oscar Scott-Macías, Pedro Luzuriaga Cedeño, Purificación Galindo-Villardón Dec 2025

Urban Shadows In Latin America: Detection Of Crime Hotspots Using Multivariate, Geospatial, And Neutrosophic Analytic Hierarchy Process (Nahp) Analytical Techniques, Johnny Pambabay-Calero, Sergio Bauz-Olvera, Oscar Scott-Macías, Pedro Luzuriaga Cedeño, Purificación Galindo-Villardón

Neutrosophic Sets and Systems

In recent years, Guayaquil fell prey to higher levels of organized extortion compared to territorialized criminal organizations over territory, institutional weaknesses, and socio-spatial inequalities. Thus, while extortion emerged as an increasingly specialized crime, there are limited empirical studies to evaluate the crime's spatiotemporal nature or its determinants. Therefore, this study aims to identify and characterize extortion "criminal severity zones" of Guayaquil from 2021-2024, via a novel geostatistical approach, in addition to the Neutrosophic Analytic Hierarchy Process (NAHP). By implementing Exploratory Spatial Data Analysis (ESDA), Kernel Density Estimation (KDE), dimensionality reduction techniques (PCA, MDS, and t-SNE), hierarchical clustering, and Bayesian hierarchical …


Identification Of Gaps In Ecuadorian Inclusive University Education Through Plithogenic Offsets, Genesis Carmen Alcívar Junco Dec 2025

Identification Of Gaps In Ecuadorian Inclusive University Education Through Plithogenic Offsets, Genesis Carmen Alcívar Junco

Neutrosophic Sets and Systems

Although Ecuador has made strides in regulation, the barriers to inclusive universities reveal a fragmented vision for access and non-termination of special educational needs (SEN) persons. This research aims to assess the impact of physical, academic, and political-institutional barriers on successful inclusion. The importance of this study stems from the need to promote equality in education, a fundamental trait in equitable and fair societies where an increasingly diverse population renders diversity a value. Scholars note barriers regarding spaces and human resources; however, few touch upon the ambiguity and uncertainty of perceptions from all educational stakeholders. Thus, a mixed-method design approach …


Plant Preservation: The Contribution Of Bacteriophage And Transposons To Pathogenic Xanthomonas Evolution, And The Demographic And Reproductive Analysis Of Castilleja Parvula, Ciara A. Green Dec 2025

Plant Preservation: The Contribution Of Bacteriophage And Transposons To Pathogenic Xanthomonas Evolution, And The Demographic And Reproductive Analysis Of Castilleja Parvula, Ciara A. Green

Theses and Dissertations

Plant preservation, whether through disease research or endemic extinction analyses, plays an important role in the relationship between humans and our surrounding environment. In these analyses, both the role of mobile elements in the evolution of pathogenic Xanthomonas sp. bacteria, and the demographic and reproductive analysis of Castilleja parvula, an imperiled alpine plant, are evaluated. Xanthomonas species are one of the top agricultural threats, and are known to evolve rapidly. Until now, the contributions of mobile elements and particularly bacteriophage have not been thoroughly evaluated. The contribution of these agricultural diseases to food insecurity and the devastation of crops that …


Teaming With Insects: Entomology For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb Dec 2025

Teaming With Insects: Entomology For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb

Purdue University Press Books

Teaming With Insects: Entomology for Grades 3–12 is written for youth who enjoy learning about and studying science and nature. Insects have been around for millions of years and have evolved and adapted to many different habitats. Adaptations involving their anatomy, physiology, and behavior are what make insects so diverse and interesting. More than 1 million species of insects are known to scientists, and they believe there may be up to 40 million more we have yet to discover. Most people consider insects pests, and some insects do damage to homes, plants, crops, and stored foods. Others harm humans and …


Consumer Lessons From A Pandemic, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson Dec 2025

Consumer Lessons From A Pandemic, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson

Purdue University Press Books

What did we learn about consumer behavior when the world was turned upside down due to COVID-19? Consumer Lessons From a Pandemic examines how a global crisis exposed and reshaped the values, priorities, and decision-making patterns of everyday people. From disrupted routines to supply-chain shocks, this volume explores the consumer behaviors that emerged in response to extreme uncertainty and how those behaviors continue to evolve. Topics include pandemic-induced grocery spending shifts, the importance of consumer trust, lessons from the infant-formula shortage, and the rise of remote work both as a preference and a negotiation point.


Structural Basis For Genome-Wide Site-Specific Dna Recognition By Nuclear Factor Ia, Ci Zhu, Ding Xiao, Zhipu Luo, Jie Zhang, Shuang Liu, Yueyu Wang, Xi Chen, Hejin Xiao, Xiaofeng Li, Juyu Tang, Xianyang Fang, Jie Shen, He Song Dec 2025

Structural Basis For Genome-Wide Site-Specific Dna Recognition By Nuclear Factor Ia, Ci Zhu, Ding Xiao, Zhipu Luo, Jie Zhang, Shuang Liu, Yueyu Wang, Xi Chen, Hejin Xiao, Xiaofeng Li, Juyu Tang, Xianyang Fang, Jie Shen, He Song

2020-Current year OA Pubs

Nuclear Factor IA, a member of the long-studied Nuclear Factor I family of DNA-binding proteins, plays pivotal roles in development and metabolism. Dysregulation or loss of Nuclear Factor IA is associated with severe neurological defects in humans and disruptions in fatty acid metabolism linked to conditions such as osteoarthritis. Despite extensive study, the DNA recognition mechanism of Nuclear Factor I family proteins remains unresolved. Previous studies have proposed that these proteins dimerize via their DNA-binding domains to bind TGGCA-containing dyad sequences. In this study, we demonstrate that both full-length Nuclear Factor IA and its isolated DNA-binding domain are monomeric in …


Intouch Week Of December 15, 2025, New York Medical College Dec 2025

Beyond Barriers: Improving Employment Outcomes For Young Adults On The Autism Spectrum, Kendra L. Cope Dec 2025

Beyond Barriers: Improving Employment Outcomes For Young Adults On The Autism Spectrum, Kendra L. Cope

UNLV Theses, Dissertations, Professional Papers, and Capstones

Young adults with autism spectrum disorder (ASD) continue to face persistent barriers to employment, often stemming from challenges in communication, adaptability, and multitasking. Virtual reality (VR) has emerged as a promising tool to strengthen these employment skills through immersive, low-stress practice. This study evaluated a VR-based intervention using Floreo VR modules, guided practice, and performance feedback to enhance job readiness among high school students with ASD. A multiple-probe design across three skill domains: multitasking, handling interruptions and changes, and workplace communication to examine skill acquisition and maintenance with three students with ASD aged 16–18. Data from task-analysis checklists, interobserver agreement …


Intervention Outcomes Of A Family-Based Intervention: A Case Review Of An Asian American Adolescent At Clinical High Risk For Psychosis, Monica Elizabeth Done Dec 2025

Intervention Outcomes Of A Family-Based Intervention: A Case Review Of An Asian American Adolescent At Clinical High Risk For Psychosis, Monica Elizabeth Done

UNLV Theses, Dissertations, Professional Papers, and Capstones

Schizophrenia is a lifelong and debilitating condition that occurs in approximately 1% of individuals globally and includes positive, negative, disorganized, and other symptoms that interfere with functioning. The onset typically happens in adolescence, and recently, there has been an emphasis on finding individuals who are at high clinical risk for developing psychosis (CHR-P). Additionally, there has been a focus on creating intervention programs that may treat symptoms in the early phases of illness and decrease the likelihood of developing a schizophrenia spectrum and other psychotic disorders (SSD). Furthermore, there is limited research on the potential impacts of cultural identity on …


Towards Spatial Inversion Of Aerial Gamma-Ray Survey Data For Measurement Of Naturally Occurring Radioactivity, Daniel A. Haber Dec 2025

Towards Spatial Inversion Of Aerial Gamma-Ray Survey Data For Measurement Of Naturally Occurring Radioactivity, Daniel A. Haber

UNLV Theses, Dissertations, Professional Papers, and Capstones

Aerial gamma-ray surveying (AGRS) is used in geologic and environmental contexts to provide data on the surface spatial distribution of naturally occurring radioactive material (NORM) or other gamma-ray-emitting isotopes. The standard data reduction workflow for AGRS data involves a process whereby pointwise gamma-ray spectral data are denoised, corrected for numerous sources of background radiation and aircraft height, and are finally converted to physical values by empirical conversion factors. The reduced pointwise data are then typically spatially interpolated to form a continuous surface map.

This dissertation introduces and explores a novel spatial inversion method for reduced AGRS data that considers aircraft …


A Phenomenological Study Of The Experiences Of Adolescents With Emotional Behavioral Disorders In High School, Melissa Lawson Dec 2025

A Phenomenological Study Of The Experiences Of Adolescents With Emotional Behavioral Disorders In High School, Melissa Lawson

UNLV Theses, Dissertations, Professional Papers, and Capstones

Adolescents with emotional and behavioral disorders (EBD) face significant challenges in forming and maintaining peer relationships, yet their voices and lived experiences remain largely absent from the research literature. This phenomenological study explored how high school students with EBD perceive the impact of peer relationships on their academic, social, and emotional experiences at school. Using Moustakas's (1994) modification of the StevickColaizzi-Keen method, the researcher conducted in-depth semi-structured interviews with seven high school students (ages 15-18) who had received special education services under the EBD eligibility category for 5 to 10 years in a large, urban southwestern school district.

Five universal …


Ankimedbench: Evaluating Hierarchical Medical Knowledge In Language Model Embeddings, Neel Patel Dec 2025

Ankimedbench: Evaluating Hierarchical Medical Knowledge In Language Model Embeddings, Neel Patel

UNLV Theses, Dissertations, Professional Papers, and Capstones

Despite achieving over 90% accuracy on medical benchmarks, recent studies show physicians cannot effectively leverage language models to improve clinical reasoning. Current benchmarks test isolated factual recall, but clinical practice requires hierarchical navigation through diagnostic categories—starting broad and narrowing systematically from chest pain to cardiovascular pathology to myocardial infarction to specific STEMI types. Existing evaluations cannot measure whether models preserve this taxonomic structure essential for clinical reasoning.

We introduce AnkiMedBench, built from 16,512 medical flashcards used by students preparing for licensing exams. Cards are organized across six hierarchy levels spanning 16 broad medical specialties to 672 specific diseases and conditions. …


A Competency Based Pressure Injury Management Program, Madina Qadir Dec 2025

A Competency Based Pressure Injury Management Program, Madina Qadir

UNLV Theses, Dissertations, Professional Papers, and Capstones

This project aims to implement a simulation-based wound management program to address critical gaps in nurses’ competencies for managing pressure injuries (PIs). The initiative seeks to enhance nurses’ knowledge, clinical skills, and confidence in wound assessment and advanced therapies, fostering evidence-based practice and consistent care delivery. Effective PI management is vital for improving patient outcomes, reducing healing times, and minimizing complications. Yet, nursing education and competency gaps often lead to inconsistent care and increased healthcare costs. A structured competency-based pressure injury management (CB PIM) program integrates evidence-based didactic lectures and interactive simulation-based skills stations to cover essential topics, including wound …


Perceptions And Behaviors Of Female Title I Principals And Faculty Trust In The Post-Covid-19 Educational Environment, Jessica A. Robbins Dec 2025

Perceptions And Behaviors Of Female Title I Principals And Faculty Trust In The Post-Covid-19 Educational Environment, Jessica A. Robbins

UNLV Theses, Dissertations, Professional Papers, and Capstones

Faculty trust in principals is essential to a healthy school culture, yet it remains one of the most fragile and complex aspects of leadership, particularly in Title I schools (Tschannen-Moran, 2007, 2014; Tschannen-Moran et al., 2015). While trust has been widely studied, fewer investigations have focused on the specific behaviors female principals use to build trust in the post-COVID era (Berkovich, 2018; Bukko et al., 2021; Handford & Leithwood, 2013; Jeanquart-Barone, 2013; Zajda et al., 2023; Zheng et al., 2021). Research suggests that women in leadership must be deliberate in fostering trust, yet their behaviors are often judged more harshly …


“I Can Gossip With Anybody, I Can’T Chisme With Everybody”: Chisme, Gossip, And Identity In Latina-Americans, Alexa B. Romero Dec 2025

“I Can Gossip With Anybody, I Can’T Chisme With Everybody”: Chisme, Gossip, And Identity In Latina-Americans, Alexa B. Romero

UNLV Theses, Dissertations, Professional Papers, and Capstones

As individuals adjust to their belonging to two distinct cultures, there are various ways of adapting to their navigation of the two cultures (Berry, 1980). The way(s) an individual chooses to adjust to their two cultures can have varying effects on identity. When directly translated, chisme (Spanish) means gossip. Although the two include overlap in function and uses, chisme offers unique purposes for the Latinx community and further, Latina-Americans (González Ybarra & Player 2024; Gutierrez, 2017; Uribe, 2025). By using the communication theory of identity (Hecht, 1993) the purpose of this thesis was to investigate the role of chisme and …


Building Your Epic Life: Your Journey, Your Way, Your Masterpiece, Luciano Castillo Dec 2025

Building Your Epic Life: Your Journey, Your Way, Your Masterpiece, Luciano Castillo

Purdue University Press Books

Building Your Epic Life empowers young people to understand that failure is an inevitable—and essential—part of the journey to success. The author shares his own challenges and struggles, showing that no path to success is linear and without setbacks. The book teaches the value of building a healthy body, mind, and spirit, and includes exercises that offer actionable plans for individuals to realize a meaningful, self-defined life based on their core values. A proven roadmap workbook and short lectures guide readers through a series of practical steps to discover their purpose, vision, and understand the value of mentorship—and why each …


Decisions That Shape Supply Chains, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson Dec 2025

Decisions That Shape Supply Chains, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson

Purdue University Press Books

What drives consumer decisions, and how do those decisions ripple through our food and agricultural systems? In Decisions That Shape Supply Chains, readers are invited to look beyond conventional models of behavior and explore the complex, sometimes counterintuitive factors influencing real-world consumer choices. Drawing on behavioral science and applied research, this volume examines how decisions made in grocery aisles, drive-through lines, and online shopping carts ultimately inform what gets planted, processed, packaged, and promoted across the food-supply chain. From attitudes toward GMO foods to parenting as a form of consumerism and emotional decision-making under stress to the environmental tradeoffs consumers …


Markets We Thought We Knew, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson Dec 2025

Markets We Thought We Knew, Nicole J. Olynk Widmar, Michael L. Smith, Erin Robinson

Purdue University Press Books

Markets We Thought We Knew explores the evolving nature of markets and how they shape—and are shaped by—consumer behavior. From essential life necessities such as water to everyday commodities and products including locally sourced foods, this book covers a variety of topics and invites readers to examine a diverse range of markets through a reflective lens. By revisiting past market dynamics and real-world examples, readers are encouraged to rethink how preferences are formed, how opinions shift over time, and how value is assigned—sometimes in unexpected ways. What insights might you gather from a deeper understanding of local and global markets, …


Shattered Liberation: Sexualized Violence Against Holocaust Survivors, 1943–1946, Nina Paulovicova, Anna Cichopek-Gajraj, Joanna Beata Michlic Dec 2025

Shattered Liberation: Sexualized Violence Against Holocaust Survivors, 1943–1946, Nina Paulovicova, Anna Cichopek-Gajraj, Joanna Beata Michlic

Purdue University Press Books

Shattered Liberation: Sexualized Violence Against Holocaust Survivors, 1943–1946 challenges the notion of joyous liberation of Holocaust survivors by the Red Army, which is often embedded in popular imagination and collective memory. This is one of the first volumes to shine light on the sexualized violence that some Holocaust survivors endured in the hands of the Soviet Army, partisans, rescuers, and army personnel in filtration camps during the liberation process. By focusing on testimonies and memoirs, this book discusses in detail a wide range of interactions, including sexual violence, rape, forced cohabitation, sex barter, aid, and romance. The book addresses methodological …


150 Years Of Purdue Engineering: Celebrating Our Consequential Impact On The World, Arvind Raman, Jim Small Dec 2025

150 Years Of Purdue Engineering: Celebrating Our Consequential Impact On The World, Arvind Raman, Jim Small

Purdue University Press Books

Since its founding 150 years ago, Purdue University’s College of Engineering has profoundly shaped and improved the world, amassing breakthroughs spanning nearly all facets of society. Highlighting the indomitable spirit, ingenuity, and achievements of more than 100 Boilermaker alumni and faculty members, 150 Years of Purdue Engineering describes the program’s journey to become one of the most consequential engineering colleges in the United States. Richly illustrated with archival and contemporary images, this book includes stories that focus on Purdue innovators who have created everything from the barcode and the electronic TV receiver to the soft-serve ice cream machine and artificial …


Soil And Water Education For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb Dec 2025

Soil And Water Education For Grades 3-12, Natalie J. Carroll, Christian Y. Oseto, Timothy J. Gibb

Purdue University Press Books

Soil and Water Education for Grades 3–12 was written for youth who enjoy learning about science and two critical natural resources: soil and water. Level 1 introduces basic terms and concepts, and is intended for youth in grades 3–5. Activities focus on understanding important soil and water processes. Designed for students in grades 6–8, Level 2 offers readers more concrete examples of advanced soil and water concepts. The exercises in Level 3, which is geared toward grades 9–12, are divided into sections based on how readers might use the information they have learned, placing them in the shoes of homeowners, …


Isomorphism And Network Governance:A Reflection Of The Thai Elderly Quality Of Life Development And Career Promotion Centers, Ratchaphon Amsuk, Piyamart Tupmongkol, Phengkamon Marnarath, Siriprapa Promma Dec 2025

Isomorphism And Network Governance:A Reflection Of The Thai Elderly Quality Of Life Development And Career Promotion Centers, Ratchaphon Amsuk, Piyamart Tupmongkol, Phengkamon Marnarath, Siriprapa Promma

Asia-Pacific Social Science Review

This study aims to examine isomorphism, network governance, and the spectrum of participation, as classified by the International Association of Public Participation, in the management of the elderly quality of life development and career promotion centers (EQCCs). This study applied the concepts of isomorphism from institutional theory, network governance, and spectrum of participation as defined by the International Association for Public Participation (IAP2), as the instruments for analysis. The findings revealed that EQCCs’ isomorphism emerged before and after the establishment. The three isomorphism mechanisms—coercive, mimetic, and normative—affected the isomorphism of the EQCCs, leading to organization homogenization. However, the management of …


Re: Approval Letter For The Revised Draft Final Annual Operations And Maintenance (O&M) Report: Butte Treatment Lagoon (Btl) System - 2023 (Dated October 29, 2025), Emma Rott Dec 2025

Re: Approval Letter For The Revised Draft Final Annual Operations And Maintenance (O&M) Report: Butte Treatment Lagoon (Btl) System - 2023 (Dated October 29, 2025), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Method Development And Optimization For The Detection Of Synthetic Cannabinoids In Hair Using Lc-Msms, Linda K. Obeng Dec 2025

Method Development And Optimization For The Detection Of Synthetic Cannabinoids In Hair Using Lc-Msms, Linda K. Obeng

Student Theses

Synthetic cannabinoids represent one of the most prevalent and high-risk classes of New Psychoactive Substances (NPS), continuously evolving in structure and potency. Their widespread presence in seized materials and toxicology casework underscores the growing need for reliable analytical methods capable of detecting these compounds in biological matrices. Hair offers several advantages for drug testing, including a long detection window, minimal invasiveness, and resistance to adulteration; however, detecting synthetic cannabinoids in hair remains challenging due to their low incorporation levels and structural diversity. This study focuses on the method development and optimization of an LC-MS/MS technique for the detection of selected …


Soil Fertility Forecasting With Neutrosophic-Based Uncertainty Management, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Dayron Rumbaut-Rangel Dec 2025

Soil Fertility Forecasting With Neutrosophic-Based Uncertainty Management, Franklin Parrales-Bravo, Roberto Tolozano-Benites, Dayron Rumbaut-Rangel

Neutrosophic Sets and Systems

This study presents a machine learning framework that combines Random Forest classification with neutrosophic logic to predict soil fertility from 16 physicochemical properties. The model achieves robust classification accuracy (95%) while introducing a novel uncertainty quantification mechanism through neutrosophic truth (T ), indeterminacy (I) and falsity (F ) values derived from prediction probabilities, assigning high-confidence (T = 0.9) to probabilities ≥0.9, indeterminacy (I = 0.3) to borderline cases (0.5≤p