Data ReserveAI data licensing research
Section 09 / Scorecard

How do we calculate and interpret the result?

Data Reserve research deskSection 09Page 4 of 11Last updated 4 November 2026

Total = sum of (criterion weight × rating ÷ 4), giving a score from 0 to 100. Preserve the unrounded calculation; report the result to one decimal place. Ten fully demonstrated criteria produce 100. Ten unsupported assertions produce 25.

Also publish documented evidence coverage: add the weights of criteria rated 2 or higher. This is a simple coverage measure, not a second quality rating. A proposal can have extensive documents while important claims remain uncorroborated.

Weighted score Editorial interpretation Action when no stop gate is open
Below 50 Too much remains unestablished for this mandate Request focused evidence, reduce scope, or examine another route
50–69.9 Conditional shortlist candidate Resolve the largest weighted gaps before appointment; a bounded test may be useful
70–84.9 Candidate for a controlled pilot or negotiation Set conditions, expenditure cap, acceptance tests and named decision owners
85–100 Strong evidence for an approval review Complete contract, rights and financial review; do not substitute the score for approval

These thresholds are not empirically calibrated. A high score never cures an open stop gate, a known disqualifying conflict or an unacceptable commercial term.

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