Scores, thresholds, and reproducible profiles.
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It is tempting to compress media analysis into a single number and a red or green badge. The number is convenient, but a useful decision needs context: what was analyzed, how much of it was covered, and whether the analysis completed successfully.
When a team's review policy changes, yesterday's analysis should remain understandable. Reproducibility means being able to say which configuration produced a decision, even after the deployment has moved on.
A detector produces analysis. A product has to decide what happens next. The space between those two responsibilities is where a review workflow earns its value.