generative ai

PREreview of "Clinical Impact of Ultra-Fast Whole Genome Sequencing in Paediatric Haematology-Oncology Practice"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22979910. General assessment This is an interesting and clinically relevant study evaluating the feasibility and potential clinical utility of ultra-fast whole genome sequencing (UF...

AI-Generated Per-Measurement References for Explainable Destriping of Industrial Line-Scan Metrology Images

Horizontal banding caused by illumination or sensor-response non-uniformity is a recurring problem in stitched line-scan measurements. Direct generative restoration can remove the visible bands, but it cannot by itself provide a traceable measurement because it may redraw specimen details. This study evaluates a hybrid...

PREreview of "Clinical Impact of Ultra-Fast Whole Genome Sequencing in Paediatric Haematology-Oncology Practice"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22979802. General assessment This is an interesting and clinically relevant study evaluating the feasibility and potential clinical utility of ultra-fast whole genome sequencing (UF...

The Structural Harmonic Spectrum (SHS): mapping atomic-scale architecture onto pitch-class sets

Full preprint of the Structural Harmonic Spectrum (SHS) study: the complete account, with the historical and methodological discussion, the proofs and the full result tables. The source code, the computed corpus of 288 structures over 581 crystallographically independent sites, the derived match listings and the render...

Trust Before Usability: An Exploratory Persona-Based Study of AI Acceptance in Higher Education

This dataset accompanies the manuscript "Trust Before Usability: An Exploratory Persona-Based Study of AI Acceptance in Higher Education" and contains anonymized responses from a mixed-methods survey of 104 university students on perceptions of generative AI (usefulness, trust, ease of use, privacy and ethical concerns...

Signed Sets with Few Subset Sums at the Offset-Two and Next Boundaries: Complete All-Size Classifications

Version 2 extends the offset-two classification to the next consecutive signed subset-sum boundary. For a finite set A of nonzero real numbers, let FS(A) denote its subset sums, including the empty sum, and put μ_n = floor((n + 1)²/4) + 1, K_n = μ_n + n − 2, and J_n = μ_n + n − 1. This preprint gives complete classific...

An AI-Enhanced Analytic Rubric for Assessing Higher-Order Thinking Skills in Pakistani Higher Education: A Framework Development and Validation Design

The conceptual architecture and validation design of an Artificial Intelligence-Enhanced Analytic Rubric for assessing HOTS in Pakistani higher education is developed and the framework is designed to support assessment that is criterion-referenced, transparent, ethically bounded, and sensitive to the Pakistani higher-e...

PREreview of "Relações étnico-raciais e educação infantil: análise da atividade de professoras/es de educação física"

This Zenodo record is a permanently preserved version of a PREreview. You can view the complete PREreview at https://prereview.org/reviews/22969490. O preprint aborda uma temática relevante para a Educação Física e para o debate educacional contemporâneo ao investigar como professores que atuam na educação infantil com...

Preventing Cognitive Offloading in Generative AI: Scaffolding Complex Design Reasoning for Transfer Beyond AI Assistance

This repository provides the de-identified replication dataset, instruments, and the frozen prompt-scaffolding package for the study: "Preventing Cognitive Offloading in Generative AI: Scaffolding Complex Design Reasoning for Transfer Beyond AI Assistance" Authors:** Rui Chen, Junqing Hao, Wei Zong* - Affiliation: Scho...

The Structural Harmonic Spectrum (SHS): mapping atomic-scale architecture onto pitch-class sets

Full preprint of the Structural Harmonic Spectrum (SHS) study: the complete account, with the historical and methodological discussion, the proofs and the full result tables. The source code, the computed corpus of 288 structures over 581 crystallographically independent sites, the derived match listings and the render...

Agent Behavior Mining: Generative AI Agent Governance in Business Processes

Operate, Don't Replicate: Methodological Leakage in Enterprise AI — From Authorized Access to Unauthorized Inference

Security guidance for enterprise AI deployments is framed almost entirely around controlling access: to data, to system instructions, to tools, to documents. This paper identifies a related but distinct failure mode. A retrieval-grounded agent can infer and articulate a transferable design methodology from operational...