Research works

MiLTL: A Cross-Modal Contradiction Cascade for On-Device Voice Phishing Detection

Voice phishing (vishing) causes financial and psychological harm, yet deployed detectors that scan transcripts for scam vocabulary are more fragile than their benchmark scores suggest: their near-perfect accuracy on standard Korean corpora is memorization, collapsing under scamme...

Why Hysterectomy Algorithms Diverge from Clinical Practice: A Romanian Cohort Study

Background: Hysterectomy is a prevalent gynecological procedure and ensuring appropriate use of minimally invasive approaches is essential to enhance the value and quality of care. The aim of this study was to evaluate, for the first time in a Romanian real-world cohort, the fact...

Environmental, Climatic, and Production Perspectives in Agroforestry Research: Reassessing the Position of Rural Livelihoods Through Bibliometric Analysis

Agroforestry is widely promoted as a socioecological strategy that can integrate biodiversity conservation, climate change mitigation, sustainable production, and rural development, yet the relative position of rural livelihoods within the scientific structure of the field remain...

Phonon-based determination of elastic coefficients in the Weyl semimetal TaAs

Reliable determination of elastic properties in topological semimetals is essential for understanding strain-related effects, but is often hindered by methodological and computational limitations. In this work, we combine first-principles phonon calculations with an elastic conti...

Concerning uncertainty—a systematic survey of uncertainty-aware XAI

This paper surveys uncertainty-aware explainable artificial intelligence (UAXAI), examining how uncertainty is incorporated into explanatory pipelines and how such methods are evaluated. Across the literature, three recurring approaches to uncertainty quantification (UQ) emerge (...

A nutrient control on oxygenation dynamics during Earth’s Great Oxidation Episode

Abstract Earth’s first rise in atmospheric oxygen occurred over a protracted period from ca. 2.43 to 2.06 billion years ago during the Great Oxidation Episode (GOE). The GOE was marked by extreme climatic instability, which likely impacted the bioavailability of the principal lim...

Jomon Object

Definition Definition 1. An object is a thing that is acted upon.

Moral uncertainty and imaginative resistance

Abstract There has been a recent surge of interest in normative internalism, according to which what you ought to do depends on your beliefs about morality. This view has potentially wide-reaching implications for practical action, policy choice, and societal norms. The view is m...

Agency through archives: the case of Kenya’s Waki commission

Commissions of inquiry are a useful governance tool, which, through their ritualised proceedings, look to provide authoritative knowledge that can help to distract attention, justify policies, and/or assert state control. By drawing upon the case of Kenya's Commission of Inquiry...

Debating the Delphi View of Dyslexia: A Response to Metsala, Morsanyi and Colleagues

ABSTRACT Several commentators have discussed the consensus view of dyslexia that emerged from a Delphi survey reported by Carroll, Holden and colleagues. Here the authors respond to the commentaries, agreeing that different definitions of dyslexia may be required for different pu...

Improvement of the river discharge reanalysis dataset for event-based flood estimation using HEC-HMS

Global-scale reanalysis products have created new opportunities for streamflow estimation in ungauged basins, yet hydrological model outputs still suffer from significant uncertainties due to systematic biases. In this study, an XGBoost machine learning model under three input sc...

Effects of starch type and concentration on the physicochemical, antioxidant, textural, and sensory properties of tomato juice-incorporated Gwapyeon

Abstract Gwapyeon is a molded Korean starch confection traditionally prepared by heating a fruit-derived liquid with starch and cooling the paste to form a cuttable gel. The present study examined whether a contemporary tomato-juice formulation could retain the inherited processi...

Operator 6: Sub-space Spectral Sieve and Splicing Operator for Localized Complexity Clamping in SRE Dynamics

This manuscript is final peer‑review specification for Operator 6 ($\mathcal{P}_{\text{sieve}} \cup \mathcal{O}_{\text{splice}}$), the final convergence component of Phase 1 Homogeneous‑Metric operator suite within open‑source SRE Operator 1‑6 suite. It streams spectral‑prior inv...

Primary Ciliary Dyskinesia from Embryogenesis to Adulthood: Micro-CT Analysis of Stage-Dependent Upper Airway Abnormalities in Odad3 Loss-of-Function Mouse Models

Background/Objectives: Primary ciliary dyskinesia (PCD) is a genetically heterogeneous disorder characterized by impaired ciliary function, leading to chronic airway disease. Loss-of-function mutations in ODAD3 (CCDC151) represent an established cause in patients, and Odad3-defic...

Operator 5: Endogenous Variable Latency Calibration Operator Strict Mathematical Specification, Derivation, and Verification

This manuscript of Operator 5 ($\mathcal{M}_{\text{latency}}$) is part of the open‑source SRE Operator‑1‑6 suite. It resides in Phase 2 (Causal‑Blocking) of the graph‑operator pipeline, succeeding Operator 4. Operator 5 implements Relativistic Dimensional Reduction: discrete pene...

Algebraic Construction of Localized Topological Degree Statistics Operator (No.4) and Rigorous Proof of Dirichlet Energy Positive Boundedness

This manuscript is specification for Operator 4 ($\mathcal{M}_{\text{degree}}$), a core open‑source component of the Phase 1 Homogeneous‑Metric Operator Suite within Status‑Relational‑Entropy (SRE) Dynamics. It receives outputs from Operator 1 and Operator 2 and provides spectral...

Prognostic Significance of Peri-Treatment Inflammatory Burden Index in Patients with Rectal Cancer Undergoing Preoperative Chemoradiotherapy

Background/Objectives. Systemic inflammatory responses influence treatment response and oncological outcomes in patients with cancer. Growing evidence indicates that the inflammatory burden index (IBI) serves as a reliable prognostic indicator across various malignancies. However...

Incident Response Doesn't End at Recovery — A Postmortem (Recurrence Prevention) Template for Small Development Teams (archived 2026-08-27)

Treating an incident as over once it's fixed and apologized for guarantees you'll repeat it. This article translates the blameless postmortem for small teams, covering a template you can write in an hour, a strength decision table for recurrence-prevention measures, and how to tr...

An Introduction to ADRs (Architecture Decision Records) — The Minimal Way to Record 'Why We Designed It This Way' on a Small Team (archived 2026-08-27)

Code never explains why it was written that way. We cover how to use an ADR (Architecture Decision Record) — one decision, one Markdown file — to preserve the reasoning behind a design choice, complete with a template, a decision table for what to write up and what not to, and wo...

Bridging the Lab-to-Clinic Gap in Intranasal Nanomaterial-Based Chemotherapy for Glioblastoma

Clinical outcomes for brain cancer are often poor because the blood–brain/tumor barrier hinders effective drug delivery to malignant tissue. Glioblastoma, the most common primary brain malignancy in adults, has an average survival of approximately fourteen months. Here, we discus...