How to read the results

Understand labels, trace recommendations, and check confidence and limits before you act.

See overview

How the result layout works

Each result is organized to help you move from output label to recommendation, then to the signals that support it. Read the summary first, then check the detail sections for what is explicit, what is inferred, and what still needs verification.

How to read the results

Recommendation signals

Treat recommendations as a structured readout, not a final verdict. Check which signals appear, how strongly they point in one direction, and whether any signal depends on context that is not fully captured.

Confidence and uncertainty

Use confidence as a guide to how stable the output appears, not as proof of correctness. Lower-confidence results should trigger closer review, more comparison, or a return to the inputs.

Caveats and limits

Look for what the result does not cover, including missing context, provisional assumptions, or data gaps. If a caveat changes the meaning of the output, treat the result as a starting point rather than a decision.

What to do after review

If the result is clear, use it to narrow your next comparison and document the reason it looked strong. If the result feels mixed, compare the underlying signals, revisit the inputs, or move to the comparison tool to test the alternative path.

Common questions

How much weight should I give a recommendation?

Give it enough weight to guide the next check, but not so much that it replaces your judgment. The best use is to follow the trail from label to signal to caveat before deciding.

What does uncertainty mean here?

Uncertainty means the output is less settled, more context-dependent, or based on incomplete information. It is a prompt to compare, not a reason to dismiss the result outright.

Which parts should I treat as provisional?

Treat any inference, assumption, or missing-context note as provisional until you confirm it against your own criteria. If those parts matter to the decision, move to structured comparison next.

Continue from reading to comparison

Use the result as a checkpoint, then move into a structured comparison of methods and outputs. The next step keeps the decision path visible without claiming the result is exhaustive or fully verified. How to read the results: This helps you compare needs, evidence, and next steps before moving forward.

See overview