Skill UI

This guide teaches the unique, high-level writing style required for scholarly reviews, particularly in management science. It moves beyond simple description to crafting an authoritative, integrative, and agenda-setting argument. Learn how to structure a problem-first opening, articulate a clear critical position, and provide a future research roadmap, transforming a mere summary into a scholarly contribution.

This guide details the rigorous requirements for achieving research reproducibility in academic publishing. It moves beyond simple data sharing, mandating that authors deposit model-fitting code, analysis scripts, and materials with persistent identifiers (DOI). Key steps include ensuring reported results can regenerate in a fresh session, completing declarations of competing interests, and linking pre-registrations, ensuring compliance with strict journal standards.

This comprehensive checklist guides authors through the final pre-submission review process for demanding academic journals. It ensures the manuscript is scientifically rigorous and complete, focusing on critical areas such as model-driven theoretical advancement, model comparison, data reproducibility (depositing code and verifying fit regeneration), and adherence to open science mandates. Use this guide before uploading to the journal's portal.

This tool serves as an orchestrator for authors preparing submissions to Cognitive Psychology (Elsevier). It guides users through the entire research lifecycle—from initial topic selection and theoretical formalization to study design, data analysis, and open science practices. It emphasizes structuring the contribution as a model-driven, multi-experiment program, ensuring all necessary steps, including code transparency, are addressed.

A comprehensive guide for preparing academic manuscripts in Criminology, focusing on data reproducibility and transparency. It details how to create data-availability statements, build master scripts, and handle restricted criminal-justice datasets (such as juvenile records) to meet modern open-science standards.

This guide helps researchers position their manuscripts effectively within the broader field of population science. It outlines how to frame a contribution to engage the general demographic conversation, rather than remaining confined to a narrow applied literature. It emphasizes identifying open questions, defining the knowledge gap, and framing the study's move to satisfy both specialists and general demographers.

A comprehensive guide for researchers in Developmental Psychology on meeting rigorous Open Science standards. It details best practices for data and materials sharing using Persistent Identifiers (DOIs), mandatory preregistration of hypotheses, sample-size justification, and adhering to ethical requirements when working with minors and vulnerable populations. It ensures compliance and reproducibility in modern scientific reporting.

This comprehensive guide helps researchers determine if their empirical project qualifies for a Developmental Psychology journal. It emphasizes that the core contribution must focus on 'developmental change' across the lifespan (age effects, trajectories, or underlying mechanisms), rather than merely describing a single-age phenomenon. It provides a four-gate fit test covering developmental claims, theory advancement, design credibility, and open-science readiness, guiding researchers on framing and proper submission tiering.

This skill guides authors on submitting original, high-quality, and reusable Earth System datasets (observations, reanalysis, model outputs) as primary publications. It assesses whether the work fits the criteria of a 'data paper,' requiring open deposition in a FAIR repository with a persistent DOI, detailed provenance documentation, and rigorous quality control. It serves as a venue-selection and manuscript re-framing tool.

This skill provides comprehensive guidance for authors targeting eLife, an open-access journal in life sciences. It details the unique Reviewed-Preprint model, covering rigorous standards for reproducibility, transparency, and evidential strength. Use this guide to assess if your manuscript, regardless of its novelty, aligns with eLife's mandate for open science and robust scientific reporting.

This guide provides a comprehensive model of the academic review process used at FAccT. It details the interdisciplinary nature of the review panel (CS, law, social science), the OpenReview workflow, and the strategic implications of the 'Accept/Revise/Reject' decision set. It guides authors on navigating the stages, including rebuttals and revise-and-resubmissions.

A comprehensive guide detailing the transition of an accepted FSE paper into a journal-ready (PACMSE) camera-ready format. This process involves critical steps including full de-anonymization, applying the final ACM template, completing detailed journal metadata (ORCID, CCS), integrating required revisions, and permanentizing open science artifacts with DOIs.