Digital Commons Network^™

Va Dent J July, August And September 2026

Virginia Dental Journal

No abstract provided.

System And Method For Holistic Content And Context-Aware Display Arbitration, Google Case Managers Picozzi

Defensive Publications Series

Framework for Holistic Content and Context-Aware Display Arbitration

ABSTRACT

The disclosed technology describes a centralized, context-aware display architecture that dynamically regulates visual output by concurrently analyzing environmental conditions, hardware states, and on-screen content. By replacing isolated, stacked display adjustments with a unified intelligent orchestrator, the system generates a comprehensive predictive parameter vector that dictates granular display settings. This approach leverages machine learning and localized telemetry to resolve visual feature collisions, ultimately preserving visual fidelity, enhancing text legibility, and minimizing hardware power consumption.

The Viscoelastic Redshift Protocol: Resolving The Hubble Tension Via 2d Substrate Fluid Mechanics, Christopher L. Eckes

Defensive Publications Series

This paper presents a rigorous, particle-free alternative to standard Friedmann-Lemaître-Robertson-Walker (FLRW) cosmology by formalizing the Dimensionally Extended Holographic Projection (DEHP) model. Instead of treating spacetime as a geometric vacuum expanding via dark energy, we model the universe as a continuous, two-dimensional (2D) viscoelastic phase fluid substrate operating at a resonant baseline ($z=0$). Three-dimensional (3D) baryonic matter emerges as localized, high-tension wave crests ("knots") projected vertically along a spatial z-axis, tethered directly to zero-volume antimatter anchors on the substrate's underbelly. By applying continuum mechanics to this membrane architecture, we derive a novel, purely material resolution to the Hubble Tension crisis. We …

Signal And Substance: Why Methodological Sophistication Fails To Guarantee Inference, Aamir Rashid, Rizwana Rasheed

Publications and Research

Despite increasing analytical sophistication, empirical research in organization studies continues to suffer from fragile inference, uneven theoretical accumulation, and contested credibility. This paper seeks to explain why these problems persist by shifting attention from authors’ methodological choices to the evaluative dynamics of peer review. Adopting a conceptual and theory-analytic approach, the paper theorizes peer review as an inferential gatekeeping system. Drawing on research design, theory evaluation, and philosophy-of-science literatures, this study develops an analytical framework to examine how evaluative routines shape what constitutes empirical rigor during the review process. The analysis identifies five recurring reviewer blind spots: inferential scope inflation, …

Feasibility And Acceptability Of Automated Texts To Offer, Screen, And Enroll Patients In A Cancer Clinical Trial Financial Reimbursement Program: Mixed Methods Study, Ashley E Santaniello, Hena Patel, Sarah Milinski, Mohan Balachandran, Vivian Nguyen, E. Paul Wileyto, Robert H. Vonderheide, Dana Dornsife, Robert G. Johnson, Carmen E. Guerra

Student Papers, Posters & Projects

BACKGROUND: Out-of-pocket (OOP) costs pose a significant barrier to participating in cancer clinical trials (CCTs). Financial reimbursement programs (FRPs) that reduce the burden of OOP costs can support participation in CCTs if the information is readily available to participants at the time of enrollment. Prior studies have shown the importance and impact of FRPs, but despite improvements, significant barriers still remain.

OBJECTIVE: This study was designed to explore the feasibility and acceptability of automated texts designed to offer, screen, and enroll CCT participants in an FRP for OOP travel and lodging-related clinical trial costs.

METHODS: This study used a mixed …

Decoding The Allosteric Grammar Of Protein Kinases: A Dual-Stream Framework Integrating Protein Language Models And Energy Landscape Frustration Analysis, Will Gatlin, Max Ludwick, Lucas Turano, Brandon Foley, Kamila Riedlova, Vít Škrhák, Marian Novotný, David Hoksza, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The spatial and energetic encoding of allosteric regulatory sites remains a major challenge in structural biology, frequently representing a “blind spot” for sequence-based artificial intelligence (AI) models. We present a protein language model (PLM)-guided approach complemented by the energy landscape frustration analysis as a dual-stream framework to investigate the relationship between AI prediction of binding sites and biophysical organization of regulatory pockets across the human kinome. By probing a fine-tuned residue-level PLM classifier across 453 kinase structures, a clear performance gap is discovered between highly predictable orthosteric pockets (Types I, I.5, and II) and poorly resolved distal allosteric sites (Type …

How Can Accessibility In Computing Education Be Improved Through Hci Research?, Dr David Santandreu Calonge, Linda Smail, Firuz Kamalov, Dima Yousef, Melody Sylvain

All Works

Accessibility - accommodation of diverse sensory, motor, cognitive, and linguistic needs - remains critically underrepresented in computing education despite broad societal acknowledgment of its importance. This position paper argues that systemic inequities and persistent barriers to integrating accessibility and inclusion - ranging from curricular inertia to limited faculty capacity - require new methodological approaches drawn from Human-Computer Interaction (HCI) research. HCI provides tested frameworks that pair participatory design with inclusive pedagogy, guided by empirical evaluation to drive systemic change. We identify three key areas where HCI can advance accessibility education: (1) embedding accessibility within core curricula through design-based pedagogies, (2) …

Compound Multi-Hazard Assessment Under Cmip6 Climate Scenarios: Tracking Seasonal Flood-Landslide And Drought-Fire Interactions Across Nepal, Kripa Shrestha, Karthik Reddy Duddukunta, Pankaj Lal, Md Mehedi Hasan, Md Mahfuzur Rahman, Neera Shrestha Pradhan

Department of Earth and Environmental Studies Faculty Scholarship and Creative Works

Climate-induced hazards in mountain systems rarely occur in isolation, instead they interact through cascading and compounding pathways that single-hazard assessments fail to capture. In Nepal, extreme monsoon rainfall can trigger landslides that dam rivers and generate secondary flooding, while prolonged dry spells create drought, desiccate vegetation fuels, and elevate fire risk. Yet, most regional studies map hazards independently, providing limited insight into how compound zones emerge under climate change. We therefore, develop a seasonal multi-hazard framework that model drought, forest fire, flood, and landslide susceptibility for historical baseline (1991-2020) and future (2021-2100). Three machine learning algorithms (Explainable Boosting Machine, Random …

Q-Aware: A Lightweight Crosscutting Track For Preparing Quantum-Aware Software Developers, Ali Ebnenasir, Görkem Aşılıoğlu, Ruihong Zhang, Stella Otoo, Charles Wallace

Michigan Tech Publications

There is an urgent need for ''T-shaped'' software developers with breadth in Quantum Computing (QC) and depth in Computer Science and Software Engineering, who can build and work with the quantum-powered applications of the near future. This paper reports on our experiences implementing the Quantum-Aware (Q-Aware) track, an adaptable and lightweight curricular framework that can be integrated into existing curricula for the preparation of quantum-aware graduates. Our focus here is a study conducted on the integration of Q-Aware into Data Structures and Discrete Structures courses during Fall 2025. One goal of this study was to investigate the effectiveness of Q-Aware …

2026 July 9 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University

Tennessee Climate Office Weekly Drought Summaries

No abstract provided.

Auditor Trust In Artificial Intelligence, Michael L. Decker

Electronic Theses and Dissertations 2020 - Present

Accounting firms are investing in, and advocating for, the use of Artificial Intelligence (AI) in audit procedures. This dissertation attempts to determine what factors may lead to auditors trusting an AI system. Established models of trust show that traits of the individual user, the system, and the situation all have effects on trust. Prior accounting research also indicates that professional skepticism is an important trait in auditors. This dissertation adds professional skepticism into an established trust model and uses Structural Equation Modeling to investigate auditor trust in audit evidence prepared by an AI system. My results indicate that the most …

Research On Image Feature Analysis Of Intangible Cultural Heritage Brocade Integrating Multi-Scale Visual Perception, Ruiyang Yuan, Hao Wang, Shu Zhou, Hui Zhu, Jingwen Qiu

Journal of Scientific Information Research

[Purpose/significance] Addressing the challenges posed by the complex semantic characteristics of intangible cultural heritage brocade imagery, the difficulty in extracting their profound connotations, and the inadequate utilisation of multi-scale features by traditional deep learning models, this paper aims to explore a method for analysing the characteristics of intangible cultural heritage brocade images that integrates multi-scale visual features. [Method/process] This paper constructs a multi-scale feature analysis framework for intangible cultural heritage brocade images (ICH_BC), integrating convolutional neural networks with Transformer architectures. The framework employs ResNet to extract local texture and detail features from brocade images, utilises VIT to capture global structural …

Urban Carbon Emission Early Warning Research Based On The Dpsir Framework And Deep Learning, Xiaochun Zhao, Lingyang Xu, Ying Zhou

Journal of Scientific Information Research

[Purpose/significance] In line with the national requirements for building a carbon emission early warning mechanism, conducting the urban carbon emission early warning research is of great significance for achieving the “dual-carbon” goals. [Method/process] This paper selected 16 prefecture-level cities in Anhui Province as research samples. A carbon emission early warning indicator system was constructed based on the DPSIR framework. By using data from urban statistical yearbooks, the LSTM model was employed with parameter optimization via genetic algorithms to forecast various early warning indicators for 2024-2025.On this basis, a combined subjective-objective weighting method was then applied to calculate the urban carbon …

A Multi-Dimensional Analysis Of China's Future Industry Development Policy Documents, Tianxiang Yao, Wang Xu

Journal of Scientific Information Research

[Purpose/significance] Future industries are important carriers of new quality productive forces which can play a leading role in the economic and social development. Quantitative analysis and evaluation of China's future industry policies can provide support and reference for the formulation, optimization and adjustment of subsequent policies. [Method/process] Taking a total of 84 policy texts at the central, provincial, municipal and county levels in China as the research objects, a three-dimensional analysis framework of "theme-tool-effectiveness" was constructed. By comprehensively applying LDA thematic analysis, content analysis and PMC index model, theme distribution, content characteristics and comprehensive effectiveness of policy texts were deeply …

Expert Interview: "The Mirror Of Ai" In The Domain Of Scientifc Information Research, Taitian Mao, Yulai Bao, Jianxiang Wei, Peng Wu, Chuanming Yu, Gan Tang, Dongyan Wei, Yifei Ma, Wei Wang, Yu Ma

Journal of Scientific Information Research

Professor Mao Taitian and colleagues argues elucidates the adaptation logic, practical pathways, and prerequisites of intelligent agents to empower the high-quality development of scientific information. Professor Bao Yulai and colleagues advocate that integrating the perceptual elasticity of domain-specific large models with the cognitive rigidity of ontology can establish a new paradigm for intelligence services in complex scenarios. The synergy between the two can not only expand the theoretical boundaries of information science and serve national strategies, but also advance intelligence services from assisted analysis to intelligent decision-making. Professor Wei Jianxiang and colleagues point out that generative artificial intelligence has triggered …

Public Administration 2.0: How Artificial Intelligence And Digitalization Are Reinventing Public Services, Raja Temnati

Revue Marocaine de Droit, d'Economie et de Gestion (Moroccan Journal of Law, Economics and Management)

The rapid advancement of digital technologies and Artificial Intelligence (AI) is profoundly transforming public administrations, offering unprecedented opportunities to enhance the management, efficiency, and transparency of public services. AI enables the automation of administrative processes, the personalization of public services, and improved access to government resources for citizens. However, this digital transformation also presents significant challenges, particularly in terms of data security, infrastructure management, and digital inclusion. This article draws on case studies conducted in Niger, Quebec, Morocco, France, and Algeria, revealing contrasting outcomes. In some contexts, digitalization has improved access to public services, reduced administrative processing times, and strengthened …

Experience Gained In Introducing Efficient Fodder Production In Iraq, Manfred Siebert

IGC Proceedings (1977-2023)

Cultivation of fodder plants is one of the most important measures for increasing the agri­cultural production of Iraq. Lucerne, Egyptian clover, maize, sorghum, and barley prosper excellently on the irrigation lands. They pro­duce high fodder yields if the plants are grown on suitable soil, if there is enough irrigation water available, and if the cultivation measures are realized in best quality. Fodder production guarantees sufficient and safe supply of the increasing stocks of cattle and sheep with green fodder, hay, and silage throughout the year, and contributes to improving the fertility of the soils of Iraq which are extremely poor …

Trials On The Improvement Of Deteriorated Natural Pastures In The Sahel Of Upper Volta, Bernard Toutain

IGC Proceedings (1977-2023)

Overstocking and the recent drought have led to a severe deterioration of some Sahelian rangelands of Upper Volta, leading to a more or less acute disappearance of grazable vege­tation. Partial protection improves pastures located on the more fertile soils. On the poorer soils, light techniques such as harrowing and superficial tillage of the soil were tried with success, but yield improvement remained slight.

Problems And Possibilities Of Continuous Forage Production In Arid Subtropical Regions, Horst Patzold

IGC Proceedings (1977-2023)

The low animal performance and stocking rate in arid subtropical regions mainly depend on the discontinuity of forage production. In winter-raining steppes of North Africa, the cultivation or sod-seeding of adapted grasses, especially for forage production in the dry season. (summer), is recommended. For the dry savannas of West Africa with summer­raining, proposals are made for three different stages depending on the intensity of land use. They include a better use of grazing areas by transhumance, proposals for a ranching system, especially for meat production, and possibil­ities for milk production by stabling of cattle, including forage production under irrigation.

Ecqnomics Of Nitrogen Fertilization Of Native And Introduced Grasslands In The Intermountain Area Of The United States, John P. Workman

IGC Proceedings (1977-2023)

While numerous studies have shown that live­stock forage can be significantly increased by grassland fertilization, there is little mention in the literature of the economic considera­tions of this management practice. A Utah State University study was conducted to help alleviate this research deficiency. Forage pro­duction response of several Utah grassland sites to nitrogen fertilization was subjected to marginal economic analysis. When fertilized forage was harvested as hay, nitrogen appli­cation proved to be a profitable practice on semi-wet meadow and mountain loam sites. When valued as forage to be grazed directly by livestock, production increases due to fer­tilization were unprofitable. Significant …

Weed Control-Revegetation Systems, Raymond A. Evans, James A. Young

IGC Proceedings (1977-2023)

Chemical weed control systems integrating 2,4-D [(2,4-dichlorophenoxy) acetic acid] or picloram ( 4-amino-3,5,6-trichloropicolinic acid) spraying for brush control and atrazine[2-chloro-4-( ethylamino-6-isopropylamino )-s-tria­zine] for Bromus tectorum L. control were investigated in a series of rangeland commu­nities. Applications of both weed control tech­nique greatly enhanced seedling growth and increased yield of perennial grasses seeded the year after the fallow. Available soil moisture during the growing period of the fallow and seedling years because of decreased weed com­petition was the major factor for the better stands of perennial grass from herbicidal weed control systems.

Some Effects Of Treading By Sheep On Pastures Of The Mediterranean Climatic Zone Of South Australia, Edwards D. Carter, Thambiappah Sivalingam

IGC Proceedings (1977-2023)

In a treading experiment on a red brown earth soil at the Waite Agricultural Research Insti­tute in South Australia, various combinations of treading intensity (0, 12.5, 25 and 50 sheep equivalents per hectare) and treading frequency (0, 7, 14 and 28 days) reduced the establish­ment and productivity of subterranean clover, annual ryegrass and a mixture of these two species. With increasing intensity of treading, soil bulk density increased under the clover swards but not under the grass and mixture swards where apparently the ryegrass provided a cush­ioning effect between hoof and soil. Soil moisture percentage decreased with increasing intensity of …

Farmer Usage Of Annual Medics In A Ley Farming Area In South Australia, Murray V. Smith

IGC Proceedings (1977-2023)

A survey of farmers in a ley farming ( cereal­livestock) area of South Australia with natu­ralized annual medics (Medicago spp.) showed a great potential for improved usage of annual medics in their farming systems. Most effective medic users expected dominant medic pastures 6 or more years in 10, whereas less effective medic utilizers expected dominant medic pas­tures 5 or less years in 10. Nearly 50% of farm­ers had not sown any medic seed over the last 10 years. While most of these had less effective medic use there were several examples of more effective use with no or minimal medic …

Persistence Of Perennial Ryegrass Under Grazing In A Mediterranean-Type Environment Of South Australia, P R. Gibson

IGC Proceedings (1977-2023)

Pastures were continuously grazed by sheep for four years at six stocking rates on the Kan­garoo Island Research Centre, South Australia. Changes in botanical composition in a reno­vated pasture sown to Lolium perenne cv. Vic­torian and subterranean clover (Trifolium sub­terraneum) cvv. Mt. Barker and Woogenellup, are discussed in relation to the replacement of the oestrogenically-potent subterranean clo­ver cv. Yarloop. There was a consistent within-year and be­tween-year decline in the perennial ryegrass component and this was associated with con­current invasion by vigorous, exotic, annual species mainly of Mediterranean origin. The lack of persistence of the perennial ryegrass indicates little …

Optimal Combinations Off Our Large Herbivores For Short Grass Prairie, George M. Van Dyne

IGC Proceedings (1977-2023)

Diets of four large herbivores grazing together on a shortgrass prairie rangeland were studied. Cattle and bison consumed mainly grasses; sheep and antelope consumed mainly forbs. To maximize forage use, optimal grazing deter­mined by nonlinear programming would be 67, 20, 12, and I% of the forage grazed to be taken by cattle, bison, sheep, and antelope, respectively. Historically, this range has been grazed primarily by cattle. This study suggests more animal production could be attained with a mixture of herbivore species.

Improving Production From Arid Rangelands Of The South-Western United States, Carlton H. Herbel, Robert P. Gibbens, John M. Tromble

IGC Proceedings (1977-2023)

Three methods of several possibilities are dis­cussed for improving production from arid rangelands. Sandy lands infested with mes­quite can be improved by aerially spraying with 2,4,5-T. Natural recovery of perennial grasses,_ primarily mesa dropseed, following spraying resulted in 204 kg/ha herbage compared to 33 kg/ha on the adjacent unsprayed area. An area infested with creosotebush was root-plowed and seeded. Herbage production in 1975 was 1,631 kg/ha, primarily Lehmann and Boer lovegrass. Cattle production was increased by cross­breeding Herefords with either Brangus or Santa Gertrudis. The weaning weights of Santa Gertrudis calves were heavier than calves from the other two breeds, …

Management Of Ephemeral Ranges In The Western United States, Kay W. Wilkes

IGC Proceedings (1977-2023)

In using ephemeral range procedures, several aspects have come into focus:

(1) We have found that completion of our intricate multiple-use planning procedures gives us a much clearer picture of the many desert resource values and conflicts and the effects of "just letting the livestock go when the feed comes."

(2) There are a number of problems in taking sound ecological data and attempting to fit it in with other management needs in an allotment management plan, for example, off-road vehicle use on the desert, wild burros, and desert wildlife.

(3) We lack adequate information on the ephemeral and ephemeral-perennial …

Aid To Rangeland Management. Mechanical Type Conversion Of Woodland Areas, William Gordon Leavell

IGC Proceedings (1977-2023)

Efficient land utilization is essential to meet the growing requirements of an expanding population. The large low-producing pinyon­juniper woodland of the United States offers potential for increased production to meet additional livestock, wildlife, and watershed needs. Through a multiple-use planning pro­cess which determines areas suitable for in­creasing production by mechanical conversion of vegetative types and an environmental anal­ysis procedure which determines the benefits and adverse impacts of such actions, decisions can be made to undertake treatment in an environmentally acceptable manner. The Bureau of Land Management has me­chanically converted over 200,000 hectares of pinyon-juniper to a more diversified and pro­ductive …

Grassland Site Types Of The North Mongolian Forest Steppe Zone And Possibilities Of Intensification, K Kloss, M Succow

IGC Proceedings (1977-2023)

Five grassland site types are distinguished: Chestnut soils are covered with natural forb or grass steppes producing 0.1 to 1.0 t DM/ha at less than 300 mm annual precipitation. They should be exclusively used for winter grazing. At higher precipitations, these soils will tum into permafrost soils. They bear mountain herbage vegetation as forest substitute asso­ciations. Productivity amounts to 4 t/ha. Mow­ing and/or grazing are possible. Fertilization seems to be profitable. Between grass steppes and mountain herbage lands we find extended meadow steppes located on shallow chemo­zems. Old, intensively grazed pastures in the lowlands have become depleted in nutrients. Nitrogen …

A Study Of The Improvement Of Dry-Land Ranges Developed Under The Ecological Conditions Of Erzurum (Eastern Anatolia), F Tosun, I Manga, M Altin, Y Serin

IGC Proceedings (1977-2023)

The study described in the paper was con­ducted to determine a suitable range improve­ment method under dry conditions in Erzurum, Turkey. Four treatments, i.e. control, broad­casting, and two artificial pasture establish­ments, were applied in the experiment, and the following results were obtained:

(a) Absence of good seedbeed preparation, and the occurrence of heavy competition from the native vegetation resulted in the failure of broadcasting. The additional profit for this treatment over control was negative.

(b) Artificial pasture establishment was the most successful method due to good seed­bed preparation and elimination of the competition coming from the native vege­tation.

(c) About …