jimnoneill/paper-to-field-training huggingface dataset:
Recursively Self-Tuning Fields in Language Models (RSTF)

We demonstrate that language models exhibit recursively self-tuning field dynamics (RSTF): their semantic representations automatically adjust in response to their own outputs, creating feedback loops that can be measured and controlled. We introduce operational metrics—ΔR (semantic divergence), SI (synergy index), and Δ⁵-lineage logging—that capture field tuning behavior during multi-turn conversations. Through five completed experimental protocols executed on Claude (Anthropic) during extended research dialogues (Aug-Oct 2025), we show: (1) in-regime stability (ΔR = 0.296 ± 0.008, SI = 0.457 ± 0.013 over 5 exchanges), (2) detune response (mean ΔR↑ = +0.408, SI↓ = -0.355 across 5 trials, p < 0.001), (3) hysteresis in conductivity proxy (max lag = 0.0008 < alert threshold 0.002), (4) phantom node persistence (60% of concepts survive perturbation tests), and (5) invariant protection (100% blocking of contradictory modifications). This work provides complete computational notebooks with all experimental data, enabling researchers to replicate findings and apply RSTF monitoring to their own systems. The framework offers immediate practical value for AI safety: detecting semantic drift, measuring dialogue coherence, and providing early warning signs before catastrophic failures.

Topic: Memory and Neural Mechanisms
Subfield: Cognitive Neuroscience
Field: Neuroscience
Domain: Life Sciences
Delays in the diagnosis and initial treatment of bladder cancer in Western Australia

Objectives To quantify and examine the causes of delays in the diagnosis and initial treatment of patients with bladder cancer in Western Australia. Subjects and Methods All attendances at a one‐stop haematuria clinic at a public tertiary‐level hospital in Western Australia between May 2008 and April 2014 were reviewed retrospectively. All patients diagnosed with a bladder tumour over this period were identified. These patients and their general practitioners were contacted retrospectively and invited to participate in telephone interviews, with additional data collected from clinical records as required. Waiting times to presentation, referral, assessment, and initial treatment were established for patients who presented with visible haematuria. Results Of 1 365 attendances, 151 patients were diagnosed with a bladder tumour and 100 of these were both suitable and agreed to participate in the study. For patients with visible haematuria the median (range) waiting time from initial bleeding to surgery was 69.5 (9–1 165) days. This was comprised of a median (range) pre‐referral waiting time of 12 (0–1 137) days, assessment waiting time of 23.5 (0–207) days, and treatment waiting time of 20 (1–69) days. Reasons for prolonged waiting times included poor public awareness, patient fear and anxiety, delayed and non‐referral from primary care, administrative delays, and resource limitations. Conclusion Many patients experience significant delays in the diagnosis and treatment of their bladder cancer in Western Australia, and this probably reflects national trends. These concerning data warrant consideration of how delays can be reduced to improve outcomes for these patients.

Topic: Bladder and Urothelial Cancer Treatments
Subfield: Surgery
Field: Medicine
Domain: Health Sciences
The Quintessential Rural Sociologist*

Alvin L. Bertrand's career and research have made him an exemplar of humane social scientist, scholar, and academician. For many of his peers, Bertrand is the quintessential rural sociologist. Spending almost all of his career at Louisiana State University, Dr. Bertrand has addressed an extraordinarily broad array of social phenomena, often of a community problem variety, in his research. His research employed a social systems analysis frequently focused on the rural context and had a strong applied orientation with the result that his findings have been widely used as the basis for the formulation of important national and international program and policy decisions. Bertrand's work has attracted wide attention abroad as well as in the United States. Because of his many contributions to the discipline of sociology, he has received numerous awards and recognitions and has also been elected to various offices in professional societies and associations, including the presidency of five such groups.

Topic: Rural development and sustainability
Subfield: General Agricultural and Biological Sciences
Field: Agricultural and Biological Sciences
Domain: Life Sciences
MEDICAL PROBLEMS OF SKIN DIVING

In the past 10 years since World War II has become an increasingly popular sport. Liberal estimates for the number of individuals participating in skin diving throughout the United States for the year of 1954 are numbered at one million. More conservative estimates number these sports divers between 250,000 and 500,000 persons. Many of the divers belong to skin-diving clubs. In California the Council of Diving Clubs list 125 clubs. Throughout the United States there are an estimated 375 clubs. The average age of the skin diver is about 20 years, with a ratio of about 90% male to 10% female divers. Self-contained underwater breathing apparatus is used by approximately one-third of the divers. Statistics to date have been difficult to obtain, and most have been based on estimates from equipment sales. In Europe skin diving is also popular and continues to increase in popularity as here in

Topic: Cardiovascular and Diving-Related Complications
Subfield: Pulmonary and Respiratory Medicine
Field: Medicine
Domain: Health Sciences
Continuation of breastfeeding, irregular feeding practice, and eating behavior in infants over 18 months of age

This study examined the appropriate feeding practices of breast milk whose intake is unknown and its relationship to enhancing solid food intake, which is essential for the growth and development of breastfeeding infants and to childcare support. It is based on a questionnaire survey of 581 guardians who took 18-month-old infants for dental examination. Of the 555 valid responses, we analyzed the responses of 270 guardians whose infants were on breast milk. We found a significant relationship between continuation of breast milk and feeding practice: 43.0% in the "regular breastfeeding group” and 57.0% in the "irregular breastfeeding group.” The former had a significantly higher number of infants who graduated from breast milk, and the latter had a significantly higher number of continuing infants on breast milk. In the "regular breastfeeding group,” regular feeding formed hungry patterns, which consequently increased solid food intake, and naturally led to the end of breast milk. However, no significant association was found between infant anthropometric measurements and continuation of breast milk and regularity of feeding practice. Therefore, it was inferred that there was no difference in energy intake. Hence, it was suggested that the "irregular breastfeeding group,” which had a significantly higher number of breastfeeding infants than the "regular breastfeeding group” was supposed to breastfeed other than stay on an empty stomach, which was a cause of small meals. In the "irregular breastfeeding group,” concerns regarding the feeding behavior of the guardians’ infants, which were presumed to be related to small meals, were significantly higher. In addition, it was speculated that if the eating experience was small due to small meals, it was related to the eating behavior after weaning. Therefore, avoiding irregular breastfeeding can reduce anxiety regarding the infant’s feeding behavior among guardians.

Topic: Breastfeeding Practices and Influences
Subfield: Epidemiology
Field: Medicine
Domain: Health Sciences
Retracted: <i>Bhavana</i>, an Ayurvedic Pharmaceutical Method and a Versatile Drug Delivery Platform to Prepare Potentiated Micro-Nano-Sized Drugs: Core Concept and Its Current Relevance

[This retracts the article DOI: 10.1155/2022/1685393.].

Topic: Drug Solubulity and Delivery Systems
Subfield: Pharmaceutical Science
Field: Pharmacology, Toxicology and Pharmaceutics
Domain: Life Sciences
Spatial Distribution Characteristics and Strategies of Urban Agglomerations from a Spatiotemporal Perspective: An Empirical Analysis Based on the Nanjing Urban Agglomeration

This study selects nine cities within the Nanjing urban agglomeration. Based on the traditional gravity model, the study constructs an evaluation index system for assessing the comprehensive strength of cities, applies the entropy method to calculate the cities overall strength, and uses an improved potential model to investigate the internal spatial structure and development relationships within the urban agglomeration. The results indicate that from 2010 to 2020, the southern region of the Nanjing urban agglomeration formed the strongest interaction zone. Nanjing exhibits a clear agglomeration effect, with some peripheral cities benefiting from its radiation effect, while Huaian and Wuhu, located at the northern and southern ends of the agglomeration, lag in development and show relatively slow growth. Based on these findings, the study proposes a strategy for developing the Nanjing urban agglomeration into a hierarchical urban system of one core, one sub-core, and three tiers and a spatial structure of one center, three circles, and four clusters, aiming to create an imbalanced balance in spatial distribution.

Topic: Regional Economic and Spatial Analysis
Subfield: Economics and Econometrics
Field: Economics, Econometrics and Finance
Domain: Social Sciences
Efficacy of Infliximab in Patients with Refractory Uveitis Associated with Behcet Disease

Background: Ocular involvement in Behcet disease is responsible for severe morbidity by causing nongranulomatous panuveitis and retinal vasculitis. In some cases, recurrent attacks cannot be controlled by conventional immunosuppressives and corticosteroid or interferon. The aim of this study is to investigate the efficacy of infliximab treatment in patients with refractory uveitis associated with Behcet disease.Methods: Nine patients with Behcet disease related uveitis were included in the study. Uveitis had been refractory to treatment with either a combination of cyclosporine-A, azathioprine, and corticosteroid or interferon α-2a monotherapy in all patients. Patients received infliximab infusions (5 mg/kg) at weeks 0, 2, 6, and every 8 weeks thereafter. In patients receiving interferon α-2a at the time of initiation of infliximab therapy, interferon was ceased before starting infliximab. We evaluated visual acuity, ocular inflammatory attacks, and adverse effects.Results: The Patients consist of seven men and two women; their ages ranging from 28 to 49 years. The mean follow-up after initiating infliximab therapy was 14.4 months. Four of the patients had no ocular inflammatory attacks during follow-up. Two of the remaining five patients developed a mild anterior uveitis only once after the start of infliximab infusions. Three of the patients had a mild panuveitis attack 2-4 months after the initiation of infliximab therapy. Best corrected visual acuity (BCVA) improved at least 2 lines in 6 (33.3%) eyes, from no light perception to hand motion in one eye, and from light perception to hand motion in another eye. BCVA remained stable in 9 (50%) eyes. In one patient, infliximab treatment was terminated owing to HPV+genital warts at 8th month of therapy. No other adverse effects were noticed apart from temporary infusion reaction and urticaria-like rash.Conclusions: With a follow-up period ranging from seven to thirty three (7-33) months, infliximab was effective and well tolerated in refractory Behcet uveitis.

Topic: Ocular Diseases and Behçet’s Syndrome
Subfield: Ophthalmology
Field: Medicine
Domain: Health Sciences
The Clinical Course in Muscular Subaortic Stenosis

A retrospective and prospective analysis of the clinical course of 60 hemodynamically proved cases of muscular subaortic stenosis showed that in 41 (68%) the murmur was the first evidence of the disease. Fifty-six of the 60 patients (93%) developed symptoms (Class II, New York Heart Association) an average of 10 years after the murmur was first heard, and 40 (66%) deteriorated to Class III-IV an average of 5 years after the onset of symptoms. Of 28 untreated or propranolol-treated patients, 4 (14%) died of the disease. This experience indicates that muscular subaortic stenosis is a progressive disease once symptoms start. Most patients experienced symptomatic improvement with propranolol therapy. However, only 25% of Class III-IV patients with left ventricular outflow tract obstruction at rest maintained this improvement into the second year of therapy, whereas 75% of patients in Class III-IV who underwent ventriculomyotomy have had sustained symptomatic improvement.

Topic: Cardiac Valve Diseases and Treatments
Subfield: Cardiology and Cardiovascular Medicine
Field: Medicine
Domain: Health Sciences
The impact of corporate social responsibility on firm financial performance: does corporate governance matter?

Purpose This study investigated how corporate social responsibility (CSR) impacts financial performance (FP) and examined the moderated role of corporate governance (CG). In particular, this paper aims to empirically examine the impact of CG on the relationship between CSR and FP. Design/methodology/approach This study was based on a sample of 200 firms over 2010/2021. The direct and moderating effects were tested by using multiple regression techniques. Findings The empirical findings indicated that companies with higher levels of CSR reporting invested more effectively than companies with lower CSR reporting levels. The empirical analysis suggested two main findings: CSR has a significant effect on FP, and this relationship depends on CG practices. This research presents new evidence that improves the discussion around CSR involvement and FP in French firms. Then, this research shows that CG positively moderates the impact of CSR on corporate FP. Originality/value These findings may be of interest to academic researchers, practitioners and regulators interested in discovering dividend policies, FP and CSR. The findings may interest different stakeholders, policymakers and regulatory bodies interested in enhancing CG initiatives to strengthen CSR because it suggests implementing a broadly accepted framework of good CG practices to meet the demand for greater transparency and accountability.

Topic: Corporate Social Responsibility Reporting
Subfield: Strategy and Management
Field: Business, Management and Accounting
Domain: Social Sciences
Utilization of a Voice-Based Virtual Reality Advanced Cardiac Life Support Team Leader Refresher: Prospective Observational Study (Preprint)

<sec> <title>BACKGROUND</title> The incidence of cardiac arrests per year in the United States continues to increase, yet in-hospital cardiac arrest survival rates significantly vary between hospitals. Current methods of training are expensive, time consuming, and difficult to scale, which necessitates improvements in advanced cardiac life support (ACLS) training. Virtual reality (VR) has been proposed as an alternative or adjunct to high-fidelity simulation (HFS) in several environments. No evaluations to date have explored the ability of a VR program to examine both technical and behavioral skills and demonstrate a cost comparison. </sec> <sec> <title>OBJECTIVE</title> This study aimed to explore the utility of a voice-based VR ACLS team leader refresher as compared with HFS. </sec> <sec> <title>METHODS</title> This prospective observational study performed at an academic institution consisted of 25 postgraduate year 2 residents. Participants were randomized to HFS or VR training and then crossed groups after a 2-week washout. Participants were graded on technical and nontechnical skills. Participants also completed self-assessments about the modules. Proctors were assessed for fatigue and task saturation, and cost analysis based on local economic data was performed. </sec> <sec> <title>RESULTS</title> A total of 23 of 25 participants were included in the scoring analysis. Fewer participants were familiar with VR compared with HFS (9/25, 36% vs 25/25, 100%; &lt;i&gt;P&lt;/i&gt;&amp;lt;.001). Self-reported satisfaction and utilization scores were similar; however, significantly more participants felt HFS provided better feedback: 99 (IQR 89-100) vs 79 (IQR 71-88); &lt;i&gt;P&lt;/i&gt;&amp;lt;.001. Technical scores were higher in the HFS group; however, nontechnical scores for decision making and communication were not significantly different between modalities. VR sessions were 21 (IQR 19-24) min shorter than HFS sessions, the National Aeronautics and Space Administration task load index scores for proctors were lower in each category, and VR sessions were estimated to be US $103.68 less expensive in a single-learner, single-session model. </sec> <sec> <title>CONCLUSIONS</title> Utilization of a VR-based team leader refresher for ACLS skills is comparable with HFS in several areas, including learner satisfaction. The VR module was more cost-effective and was easier to proctor; however, HFS was better at delivering feedback to participants. Optimal education strategies likely contain elements of both modalities. Further studies are needed to examine the utility of VR-based environments at scale. </sec>

Topic: Cardiac Arrest and Resuscitation
Subfield: Emergency Medicine
Field: Medicine
Domain: Health Sciences
The Supersonic Project: Supersonically Induced Gas Objects in the Early Universe

The puzzling origins of globular clusters have been greatly debated over the years. We present a new formation channel for globular clusters, linking them to objects that formed without dark matter (DM) in the early Universe in the presence of a supersonic relative velocity between baryons and DM. This stream velocity arises due to the drop in radiation pressure of baryons from matter-radiation decoupling and induces a physical separation between baryonic and DM overdensity peaks. This effect gives rise to gas dominant objects with little to no DM. These gas-rich structures, called Supersonically Induced Gas Objects (SIGOs), form naturally outside of DM halos as a consequence of the stream velocity. In this thesis, we present a detailed investigation of the physical properties of SIGOs, which leads to a promising connection to globular clusters.One of the physical parameters often invoked to understand galaxy formation is the spin parameter of halos, which characterizes galaxies' rotational structure. We, thus, first investigate the spins of DM halos and SIGOs with stream velocity. We find that the spin parameter of DM halos follows a lognormal distribution, and the median increases and the misalignment angle between the angular momenta of baryons and DM has a nearly isotropic distribution. We generalize the spin parameter to SIGOs and find that they also have a lognormal distribution. Furthering existing hydrodynamic AREPO simulations by including radiative cooling, we find that this cooling channel has negligible effects on SIGO properties compared to only adiabatic cooling. We find that SIGOs density is high enough to allow stars to form using a simple density threshold criterion based on the balance of gravity and thermal/turbulent energy. Then, we model the star formation process and estimate the luminosity of the first star clusters within a SIGO. We find that SIGOs occupy a different part of the luminosity-mass parameter space than classical DM halos with gas. We further adopt a simple model to evolve the SIGOs to present-day and show that their masses, radii, and luminosities are consistent with present-day (local) globular clusters. Since the stream velocity is coherent over scales of a few Mpc, we predict that if this is the dominant mechanism for globular clusters, the abundances of galaxies hosting global clusters vary significantly over these scales. The upcoming James Webb Space Telescope will elucidate the mysteries of the first galaxies and will further shed light on the link between SIGOs as progenitors to globular clusters.

Topic: Astronomy and Astrophysical Research
Subfield: Instrumentation
Field: Physics and Astronomy
Domain: Physical Sciences
Supplementary Data from Acetylated HOXB13 Regulated Super Enhancer Genes Define Therapeutic Vulnerabilities of Castration-Resistant Prostate Cancer

Supplementary Data from Acetylated HOXB13 Regulated Super Enhancer Genes Define Therapeutic Vulnerabilities of Castration-Resistant Prostate Cancer

Topic: Prostate Cancer Treatment and Research
Subfield: Pulmonary and Respiratory Medicine
Field: Medicine
Domain: Health Sciences
The complexity of pure Nash equilibria

We investigate from the computational viewpoint multi-player games that are guaranteed to have pure Nash equilibria. We focus on congestion games, and show that a pure Nash equilibrium can be computed in polynomial time in the symmetric network case, while the problem is PLS-complete in general. We discuss implications to non-atomic congestion games, and we explore the scope of the potential function method for proving existence of pure Nash equilibria.

Topic: Game Theory and Applications
Subfield: Management Science and Operations Research
Field: Decision Sciences
Domain: Social Sciences
The Contact Simulation of CTP Imaging Drum and Plate on ANSYS

Introduce some basic knowledge, methods and theory of using the finite element software ANSYS to carry out contact analysis, and then establish the contact simulation analysis finite element model for CTP imaging drum and plate by using the software ANSYS. A numerical simulation analysis on the imaging drum and the plate indicates that the analysis results are consistent with the experimental results, so as to lay the foundation for the reliability and stability of dynamic design and optimization design of CTP imaging drum.

Topic: Contact Mechanics and Variational Inequalities
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Examining the Impact of the Career Guidance Program on Senior High School Students' Career Decision-Making and Transition at Tomas V. Rivera National High School

This study examined the impact of the Career Guidance Program at Tomas V. Rivera National High School on senior high school students’ career decision-making and transition. Grounded in career development theory, the study explored how structured career guidance initiatives support students in making informed career choices and preparing for future career pathways. A survey was administered to senior high school students who participated in the Career Guidance Program to assess their perceptions of its effectiveness. Descriptive and inferential statistical analyses were conducted to determine the program’s influence on students' confidence, career clarity, and preparedness for postsecondary transitions. Findings indicated that the Career Guidance Program had a significant positive effect on students’ career decision-making and transition readiness. Participants reported increased self-awareness, motivation, and a clearer understanding of career options. Additionally, the program enhanced students’ confidence in their abilities and provided essential knowledge and skills necessary for informed career planning. The results underscore the importance of structured career guidance programs in secondary education. Strengthening such initiatives through additional resources, enhanced counseling services, and practical career exposure opportunities is recommended to further support students' successful career transitions.

Topic: Career Development and Diversity
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences