Verifiedintermediate
Research integrity for student projects
Attribution, data handling, and the grey areas that get projects disqualified.
- integrity
- attribution
- honesty
Research Ethics7 min
Resources
Curated guides, templates, and reading — the things worth knowing before you need them.
7 resources
Verifiedintermediate
Structuring an analysis you can defend
A folder layout and a set of habits that keep a computational project reproducible.
- reproducibility
- code
- structure
Programming7 min
Verifiedintermediate
The 250-word abstract, sentence by sentence
A seven-sentence skeleton that fits the usual word limit and covers everything judges look for.
- abstract
- structure
- word-limit
Abstract Writing6 min
Verifiedintermediate
The questions judges actually ask
Twelve recurring interview questions and what a strong answer contains.
- judging
- interview
- questions
Verifiedintermediate
What separates a finalist project from a good one
Patterns that recur in projects that place, drawn from judging rubrics rather than from any single project.
- judging
- rubrics
- quality
Example Projects8 min
Verifiedintermediate
Hedging: saying exactly how sure you are
The vocabulary of scientific caution, and why over-claiming costs more than it gains.
- claims
- hedging
- precision
Scientific Writing6 min
Verifiedintermediate
Your model needs a baseline
Why 94% accuracy can be a terrible result, and what to compare against instead.
- baseline
- evaluation
- metrics
Machine Learning7 min