Academic terminology
Quick definitions for common academic-writing, citation, and publishing terms you'll meet in Nomia Lab.
Manuscript structure
- IMRaD
- The standard structure of an empirical research paper: Introduction, Methods, Results, and Discussion.
- Abstract
- A short (usually 150–300 word) standalone summary of the paper's purpose, methods, key results, and conclusions.
- Literature review
- A synthesis of prior published work that situates your contribution and identifies the gap it addresses.
- Systematic review
- A literature review that follows a pre-registered, reproducible protocol (e.g. PRISMA) to find, appraise, and synthesise all relevant studies.
- Limitations
- An honest account of the constraints on your study's validity or generalisability, usually near the end of the Discussion.
Citations & references
- In-text citation
- A short marker in the body of the text (e.g. (Smith, 2024) or a superscript number) that points to a full entry in the reference list.
- Reference list / bibliography
- The full, formatted list of sources at the end of a document. A 'reference list' contains only cited works; a 'bibliography' may include background reading.
- Citation style
- The formatting convention for citations and references — e.g. APA, MLA, Chicago, IEEE, Harvard, Vancouver. Nomia supports these six built-in styles.
- Narrative vs parenthetical citation
- Narrative names the author in the sentence — Smith (2024) found… — while parenthetical puts the whole citation in brackets — (Smith, 2024).
- DOI
- Digital Object Identifier — a permanent, unique string (e.g. 10.1000/xyz123) that resolves to a specific published work; the most reliable way to import a reference.
- BibTeX / RIS
- Plain-text interchange formats for reference metadata. BibTeX (.bib) is common in LaTeX workflows; RIS (.ris) is used by EndNote, Zotero, and Mendeley.
- Open access (OA)
- A work that is free to read online without a subscription or paywall. Nomia flags OA articles in discovery results.
Metrics & quality
- Citation count
- How many later works cite a given paper — a rough proxy for its influence.
- Journal impact factor
- The average number of citations to recent articles in a journal — a widely used (and widely debated) measure of a journal's prominence.
- Peer review
- Evaluation of a manuscript by independent experts before publication, assessing soundness, presentation, and contribution.
- Predatory journal
- A journal that charges publication fees without providing legitimate editorial or peer-review services.
AI writing terms
- Autocomplete
- AI-suggested continuation of your sentence, shown as greyed 'ghost text'; press Tab to accept it.
- RAG (retrieval-augmented generation)
- An AI technique that grounds answers in your own sources (documents, library) instead of the model's general training, so responses can be cited.
- Hallucination
- A confident but false or unsupported statement produced by an AI model — always verify AI-suggested facts and citations against the source.
- Prompt
- The instruction you give an AI tool. A stronger, more specific prompt (topic, audience, scope) produces better output — Nomia shows a prompt-strength meter.