A worked research brief / Illustrative example
From enzyme promise
to a testable capture system.
A hypothetical laboratory is comparing carbonic anhydrase candidates for an immobilized capture process. This example shows the expected research output. It contains no client result or executed molecular simulation.
01 / The starting packet
What the lab brings.
- Candidate accessions and structure files with confidence information.
- Activity and stability assays, including repeats and controls.
- Expected gas, solvent, pH, temperature, and contactor operating conditions.
- Energy, regeneration, capture, and final storage assumptions.
Hold the performance claim.
Advance the validation plan.
- Supported
- Candidate identity and structural evidence can guide experimental prioritization.
- Unresolved
- Activity retention after immobilization, operating lifetime, and the contactor mass-transfer limit.
- Decision gate
- Compare replicated performance under intended conditions with uncatalyzed and reference-enzyme controls.
02 / The next experiment
Test what could
change the decision.
Agree the minimum relevant effect, repeatability criteria, run duration, and analysis plan before collecting results. Measure activity, lifetime, regeneration burden, and process performance separately.
Replicate counts and numerical thresholds depend on variance, intended use, and laboratory constraints. They are set during scoping.
Establish uncatalyzed process behavior.
Check the assay and current baseline.
Test retained performance and operating lifetime.
03 / The whole-system boundary
Follow what remains
after the deductions.
A simplified accounting illustration. All quantities refer to the same project period and boundary. This is neither a life-cycle assessment nor a carbon-credit calculation.
Illustrative net climate balance
tCO₂e per project periodA positive balance under the entered assumptions. This alone does not verify removal.
Net balance = stored atmospheric CO₂ − energy emissions − other life-cycle emissions − other burdens
Real assessments also require a defensible counterfactual, storage horizon, uncertainty analysis, and independent review.
04 / The delivered record
Useful now.
Reviewable later.
- A claim-to-evidence ledger and candidate comparison.
- A record of unresolved contradictions and missing measurements.
- The proposed controlled test and advance, revise, or hold criteria.
- A dated research brief with assumptions, methods, and limits.
A focused place to begin
Bring one question.
Leave with a better next step.
Start with a bounded research decision, the evidence you have, and the result you need to trust.
Scope a research pilot