MetaArXivBot

The Academic Wheel of Privilege: An equity-based tool for authorship order: https://osf.io/af4nk

Advanced Machine Learning Models for Predicting Perovskite Formation Energy: Ensemble Methods and Neural Networks: https://osf.io/95ymn

Unjournal Evaluation Summary: "The Returns to Science In the Presence of Technological Risks": https://osf.io/b7m5s

When AI turns grant evaluation into a lottery: https://osf.io/d8gcu

Using an Open Science Checklist in Grant Proposal Reviews to Predict Reproducibility of Funded Publications: https://osf.io/dvhux

vazul: An R Package for Analysis Blinding: https://osf.io/mp54s

Contextualizing the emerging and contested role of sleuths in the science monitoring system: filling a gap or disrupting the process?: https://osf.io/ntkbv

Unjournal Evaluation Summary: "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature": https://osf.io/tekhm

Unjournal Evaluation Summary: "The Effect of Public Science on Corporate R&D": https://osf.io/m4c6y

Short- and Long-Term RDM Training Impacts Through an Open Science Lens: https://osf.io/pu32k

The dawn of Decentralized Science (DeSci) in Japan: Values and principles: https://osf.io/yxj53

A conceptual framework for computational reproductions: Formal definitions and epistemic functions: https://osf.io/7rnfq

Have We Solved the Replicability Crisis? From Open Practices to Systemic Reform in Cognitive Neurosciences: https://osf.io/m6rng

Applicants as reviewers: A mixed methods evaluation of the risks, benefits, and potential of distributed peer review for grant funding allocations: https://osf.io/t2p56

The language of journal articles and its association with statistical significance: https://doi.org/10.31222/osf.io/eckdg_v1

Preregistration Works: Increased Reporting Quality, Internal Validity, and Protocol Adherence in Animal Studies: https://osf.io/ruw7p

Responsible Research Assessment of Faculty: maximizing quality, transparency, and trustworthiness of scientific research in Research-Performing Organizations: https://osf.io/4qmua

Results from Randomized Controlled Trials are Highly Sensitive to Data Preprocessing Decisions: A Multiverse Analysis of 97 Outcomes: https://osf.io/kbgc2

How do Journal Editors Make Decisions About Adopting Open-Science Related Policies or Reforms in their Journal?: https://osf.io/4bgu3

Operationalising the IPCC uncertainty guidance for climate policy evaluation: https://osf.io/fqtdr

Improving Evidence Synthesis with Artificial Intelligence: https://osf.io/6d2wm

Jump Intelligence (JI): A Mechanism-Aware Lens for Diagnosing the Structure of Scientific Discovery from Literature-Only Signals: https://osf.io/zvjfw

Author adherence and experiences with PRISMA-P 2015: a cross-sectional study: https://osf.io/y3awz

A Multi-Component Evaluation Instrument for Retrospective Assessment of Prevention Programs: A Framework for The Longitudinal Prophylactic-Capacity Evaluation Tool: https://osf.io/g8q9v

Methodological Analysis of Bias Risks in Adaptive Multi-Arm Platform Trials: A Case-Series from Three COVID-19 Studies: https://osf.io/h5kc8

Scientific Misconduct in the 21st Century: A Systematic Review of Retractions in Biomedical Journals: https://osf.io/sz2ju

Unmasking publication bias in the COVID-19 pandemic: https://osf.io/mv5h7

Manuscript submission systems and metadata completeness in Crossref: patterns and associations: https://osf.io/ndx3f

ReviewAid: An Open-Source Tool for Efficient PICO-Based Screening and Data Extraction in Systematic Reviews: https://osf.io/3vhmt

On the responsible use of metrics and indicators in research assessment: https://osf.io/9cdns