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Research Rubric Calibration Service

A live, human-powered evaluation service where high school students submit their project proposals or early drafts to trained PhD-level evaluators who score them against a detailed rubric that explicitly compares the work to undergraduate and professional research standards. Students receive a scored rubric (not just feedback) showing exactly where their project sits on the rigor spectrum, what gaps exist, and what would be needed to reach the next tier.

SERVICE

43 weeks • 70% confidence

Value Proposition

Unlike generic feedback or rubrics, students get a calibrated, externally-validated assessment from someone who has actually conducted or supervised research. The rubric itself becomes a learning tool—it shows the specific methodological and rigor differences between high school and real research in concrete, actionable terms. Students know exactly what 'good' looks like at each level.

Target Audience

High school students (ages 14–18) competing in ISEF, state science fairs, or AP Research; parents and teachers managing their preparation.

Key Features

  • Detailed rubric with 5–6 tiers (high school fair → undergraduate → early graduate → publishable research) across dimensions like hypothesis clarity, sample size, control design, statistical rigor, and novelty
  • Turnaround of 5–7 business days per submission
  • Written rubric score + 15-minute optional video call with evaluator to discuss gaps and next steps
  • And more, with full implementation detail...

Tech Stack

Webflow or Typeform for submission form Stripe for payment processing Airtable or Notion for evaluator workflow management Gmail automation (Zapier) for confirmation and delivery emails
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Original Problem

High school students struggle to understand what constitutes legitimate research versus science fair projects

High school students preparing for competitions like ISEF don't know how their work compares to actual undergraduate or professional research, making it difficult to assess quality, identify gaps, and improve their projects. Current resources don't clearly explain the methodological and rigor differences between high school science fair projects and real academic research, leaving students confused about standards and unable to self-evaluate effectively.

Score: 45.3%

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