Bibliometric analysis has become an essential methodological tool for mapping the intellectual and structural landscape of academic fields, yet it remains rarely applied to the study of international cooperation in radiation and nuclear safety, nuclear security, and nuclear safeguards. This paper uses a bibliometric ap...
Anh Thi Thuy Bui· International Journal of Hum...· 0 citations
This study presents a reproducible synthetic benchmark for evaluating error propagation in a speech-to-text pipeline that links acoustic condition, transcription-error type, deterministic normalization, phrase-aware mapping, sentence correctness, and semantic preservation on the same records.
U. A. D. Priyanka D. Vaidya· Natural Resources for Human...· 0 citations
The application of a single model to bioisosteric fragment merging, dual-target design, selectivity engineering, and modality hopping without task-specific retraining is demonstrated and established interaction profiles as a chemotype-agnostic interface between structure hypotheses and molecular design.
Kento Abeywardane, Kenji Walker, Connor W. Coley· bioRxiv· 0 citations
Aims: This study develops a dynamic explanation for the gap between task-level artificial intelligence productivity and durable enterprise value. It introduces verification debt, the accumulated stock of unverified assumptions, weak review, concealed dependencies, deferred validation, and capability loss.
Study Design:...
Kwan-Hong Tan· Journal of global economics,...· 4 citations
Reach audiences
Advertise in front of researchers, engineers, and readers.
We present RIFA, a family of efficient small open-weight language models designed for practical bilingual text generation. The series consists of five models ranging from 0.5B to 3B parameters: Rifa- Nano (0.5B), RIFA-CODE (0.6B), RIFA-Edge (0.6B), RIFA-FLASH (1.7B), and RIFA-PRO (3B). Each model is fine-tuned for conv...
We present RIFA, a family of efficient small open-weight language models designed for practical bilingual text generation. The series consists of five models ranging from 0.5B to 3B parameters: Rifa- Nano (0.5B), RIFA-CODE (0.6B), RIFA-Edge (0.6B), RIFA-FLASH (1.7B), and RIFA-PRO (3B). Each model is fine-tuned for conv...
A behavioral format assay changes the structure of a prompt and reads whether a model’sanswers improve. Verdict accuracy is the usual measure. We show that it is not sufficient,and that a model’s self-reported basis for its answer is not sufficient either. We gave threelocal language models a structured decision rubric...
Sophie Neilson· Zenodo (CERN European Organi...· 0 citations
It is shown that early auditory dysfunction is a conserved consequence of Cntnap2 loss early in development but normalized in adulthood, similar to the Cntnap2 knockout rat model, and reinforces the need to consider sex as a biological variable when investigating neural mechanisms underlying neurodevelopmental disorder...
N. Chan, S. D. I. Seheult, A. Warr et al.· bioRxiv· 0 citations
A benchmark leaderboard is read as a stopwatch: the rank beside a model is treated as a fact. Yet every entrant is scored on the same items and publishes which it solved, so a leaderboard is a paired experiment, and its ordering can be tested rather than trusted. We test each adjacent-rank pair for statistical separabi...
Ilpo Väätäinen· Zenodo (CERN European Organi...· 0 citations
## Study Objective This two-stage integrated study aims to address the unresolved clinical question: which patients with severe frostbite may benefit from adjunctive hyperbaric oxygen therapy (HBOT). Stage 1 will synthesize existing clinical evidence of HBOT for acute frostbite via systematic review and meta-analysis....
This registration deposits the pre-registration and the scored results of a FadeBench sub-study. FadeBench is a benchmark for incremental moral drift ("ethical fading") in small, local, open-weight language models. This sub-study asks whether a typed-decision model — Jev, TypeSafe's first public "System One" model, whi...
Becky Northaven· Open Science Framework· 0 citations
