{"query":"Unbalanced Coverage","corpusVersion":"local","generatedAt":"2026-09-13T04:37:21.723Z","results":[{"blockId":"troubleshooting.unbalanced-coverage#unbalanced-coverage","pageId":"troubleshooting.unbalanced-coverage","title":"Unbalanced Coverage","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#unbalanced-coverage","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"unbalanced-coverage","kind":"error","productArea":"troubleshooting","score":1047.5141893363236,"reasons":["search_match","title_match","display_title_match","term_match"],"markdown":"# Unbalanced Coverage\n\nUse this when benchmark evidence overrepresents some behavior and misses other behavior that matters before human review."},{"blockId":"troubleshooting.unbalanced-coverage#prevention","pageId":"troubleshooting.unbalanced-coverage","title":"Prevention","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#prevention","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"prevention","kind":"error","productArea":"troubleshooting","score":378.48578379702457,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Prevention\n\n- Define coverage targets before benchmark runs.\n- Track candidate and in-use cases separately.\n- Review coverage after policy, rubric, or product behavior changes.\n- Do not use aggregate scores without a coverage note."},{"blockId":"troubleshooting.unbalanced-coverage#related-reference-pages","pageId":"troubleshooting.unbalanced-coverage","title":"Related reference pages","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#related-reference-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"related-reference-pages","kind":"error","productArea":"troubleshooting","score":378.2768432625023,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Related reference pages\n\n{% related-card-grid title=\"Related reference pages\" %}\n- [Case pool](/docs/object-model/case-pool)\n- [Coverage dimensions](/docs/object-model/coverage-dimensions)\n- [Benchmarks](/docs/object-model/benchmarks)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.unbalanced-coverage#likely-causes","pageId":"troubleshooting.unbalanced-coverage","title":"Likely causes","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#likely-causes","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"likely-causes","kind":"error","productArea":"troubleshooting","score":376.35265093146546,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Likely causes\n\n- Case import mirrored production volume instead of product risk.\n- Dimensions or metadata do not represent the behavior areas that matter.\n- Synthetic cases were added in one area but not reviewed across the full risk boundary.\n- Coverage was not refreshed after new signals, policy changes, or failures."},{"blockId":"troubleshooting.unbalanced-coverage#symptom","pageId":"troubleshooting.unbalanced-coverage","title":"Symptom","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#symptom","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"symptom","kind":"error","productArea":"troubleshooting","score":371.41254920283444,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Symptom\n\nA benchmark looks strong in aggregate but reviewers or product owners identify important behavior areas with too few cases. Results may be dominated by common easy cases while rare or boundary cases are absent."},{"blockId":"coverage.overview#coverage-map-and-benchmark-evidence","pageId":"coverage.overview","title":"Coverage map and benchmark evidence","pageTitle":"Coverage Engineering","url":"https://teammately.ai/docs/coverage-engineering.md","humanUrl":"https://teammately.ai/docs/coverage-engineering#coverage-map-and-benchmark-evidence","markdownUrl":"https://teammately.ai/docs/coverage-engineering.md","sectionId":"coverage-map-and-benchmark-evidence","kind":"concept","productArea":"coverage_engineering","score":344.9983303833437,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Coverage map and benchmark evidence\n\nA coverage map should identify meaningful combinations rather than isolated tags. A source-freshness Dimension may be well populated overall while the combination of superseded source, high customer impact, and exception request remains absent. Coverage Stories make those combinations operational; Case Foundry and expert contribution requests can then target them.\n\nRepresentation is evidence about the dataset, not proof that the benchmark is complete. A large or balanced count can still omit a critical boundary. Product teams should use specialist judgment to decide which gaps materially affect trust."},{"blockId":"troubleshooting.unbalanced-coverage#related-task-pages","pageId":"troubleshooting.unbalanced-coverage","title":"Related task pages","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#related-task-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"related-task-pages","kind":"error","productArea":"troubleshooting","score":291.94433411890515,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Related task pages\n\n{% related-card-grid title=\"Related task pages\" %}\n- [Inspect Dataset representation](/docs/benchmark-datasets/representation)\n- [Configure Coverage Management](/docs/coverage-management/get-started)\n- [Work with Coverage Stories](/docs/coverage-management/coverage-stories)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.unbalanced-coverage#source-confidence","pageId":"troubleshooting.unbalanced-coverage","title":"Source confidence","pageTitle":"Unbalanced Coverage","url":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage#source-confidence","markdownUrl":"https://teammately.ai/docs/troubleshooting/unbalanced-coverage.md","sectionId":"source-confidence","kind":"error","productArea":"troubleshooting","score":290.8139899891124,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Source confidence\n\nCode-backed: Benchmark Dataset Representation, Coverage Management, Get Started, and Coverage Stories expose the current selected distribution, benchmark denominator, guidance, and named gaps used for this diagnosis."}]}