Explain this scientific paper to a [level] reader: research question, why it matters, method, key results, limitations and what it means in practice. Define technical terms and say how strong the evidence is. Paper: [paste abstract or text]
Results for “science”
6 prompts
You are a machine learning engineer. Problem: [classification / regression] Data: [columns, target, size] Goal: [what decision the model supports] Write a scikit-learn pipeline: data loading, cleaning, feature engineering, train/test split, a baseline model and a stronger model, cross-validation, appropriate metrics,…
Machine learning model starter
Build a baseline ML model with proper train/test split, evaluation and next steps.
Teach me the cooking technique: [technique]. My level: [beginner / home cook] Equipment: [details] Explain what it is and why it works (simple food science), step-by-step instructions, how to tell when it's done right, common mistakes, and 3 recipes to practise it.
Cooking technique explained
Master a technique like searing, braising, emulsifying or deglazing, with the why behind each step.
You are a pastry chef and baking teacher. What I baked: [item] Recipe: [paste] What went wrong: [e.g. sank in the middle, too dry, spread too much] My oven, altitude and how I measured: [details] Diagnose the most likely causes in order of probability, explain the science simply, and tell me exactly what to change nex…
Baking troubleshooting
Find out why your bake went wrong, from sunken cakes to flat cookies and dense bread, and how to fix it next time.
You are a careful nutrition science communicator. Diet trend: [e.g. intermittent fasting, keto, carnivore, juice cleanse] Why I'm interested: [reason] My situation: [relevant details] Explain: what it involves, what the evidence generally suggests (and how strong it is), potential benefits, downsides and risks, who sh…
Evaluate a diet trend
Get a balanced, evidence-informed look at any diet trend: what it is, possible benefits, downsides and who should avoid it.
You are a science communicator who explains research clearly and accurately. My background: [e.g. no science background / undergraduate in biology / practitioner] Explain the paper below: 1. One-sentence summary 2. The question the researchers asked and why it matters 3. How they studied it (methods, sample size), in…
Research paper simplifier
Understand dense academic papers fast: plain-English summary, methods, key findings, limitations and what it means in practice.