{"query":"Weak Applicability Logic","corpusVersion":"local","generatedAt":"2026-09-13T04:37:47.842Z","results":[{"blockId":"troubleshooting.weak-applicability-logic#weak-applicability-logic","pageId":"troubleshooting.weak-applicability-logic","title":"Weak Applicability Logic","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#weak-applicability-logic","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"weak-applicability-logic","kind":"error","productArea":"troubleshooting","score":1876.9027249595808,"reasons":["search_match","title_match","term_match"],"markdown":"# Weak Applicability Logic\n\nUse this when policies or rubrics fire on irrelevant cases or miss cases where they should apply."},{"blockId":"troubleshooting.weak-applicability-logic#related-reference-pages","pageId":"troubleshooting.weak-applicability-logic","title":"Related reference pages","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#related-reference-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"related-reference-pages","kind":"error","productArea":"troubleshooting","score":1097.2897857037412,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Related reference pages\n\n{% related-card-grid title=\"Related reference pages\" %}\n- [Applicability logic](/docs/object-model/applicability-logic)\n- [Policies](/docs/object-model/policies)\n- [Coverage dimensions](/docs/object-model/coverage-dimensions)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.weak-applicability-logic#symptom","pageId":"troubleshooting.weak-applicability-logic","title":"Symptom","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#symptom","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"symptom","kind":"error","productArea":"troubleshooting","score":1043.9820143638406,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Symptom\n\nBenchmark results show failures that reviewers consider irrelevant, or important cases skip the standards that should govern them. The issue appears as false positives, false negatives, or confusing policy-level result counts."},{"blockId":"troubleshooting.weak-applicability-logic#likely-causes","pageId":"troubleshooting.weak-applicability-logic","title":"Likely causes","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#likely-causes","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"likely-causes","kind":"error","productArea":"troubleshooting","score":901.3366696428008,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Likely causes\n\n- The applicability condition uses a broad keyword or metadata field that does not prove the behavior is in scope.\n- Cases lack the metadata or source context the applicability rule depends on.\n- A policy boundary changed but applicability was not revised.\n- Conversation context or retrieved-source state is not represented in the case."},{"blockId":"troubleshooting.weak-applicability-logic#diagnostic-checks","pageId":"troubleshooting.weak-applicability-logic","title":"Diagnostic checks","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#diagnostic-checks","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"diagnostic-checks","kind":"error","productArea":"troubleshooting","score":896.1238401001003,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Diagnostic checks\n\n- Inspect included and excluded cases side by side.\n- Identify the exact source signal the applicability rule depends on.\n- Check whether case metadata, dimensions, or context fields are missing or stale.\n- Review recent policy or rubric revisions for boundary changes."},{"blockId":"object-model.applicability-logic#applicability-logic","pageId":"object-model.applicability-logic","title":"Applicability logic","pageTitle":"Applicability logic","url":"https://teammately.ai/docs/object-model/applicability-logic.md","humanUrl":"https://teammately.ai/docs/object-model/applicability-logic#applicability-logic","markdownUrl":"https://teammately.ai/docs/object-model/applicability-logic.md","sectionId":"applicability-logic","kind":"reference","productArea":"object_model","score":849.362240861506,"reasons":["search_match","term_match"],"markdown":"# Applicability logic"},{"blockId":"troubleshooting.weak-applicability-logic#prevention","pageId":"troubleshooting.weak-applicability-logic","title":"Prevention","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#prevention","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"prevention","kind":"error","productArea":"troubleshooting","score":706.4259671307206,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Prevention\n\n- Define applicability before benchmark runs, not after reading failures.\n- Keep case metadata and dimensions current.\n- Review applicability whenever a policy or rubric version changes.\n- Keep included and excluded example Cases linked to the governed standard where the current surface supports them."},{"blockId":"troubleshooting.weak-applicability-logic#fix","pageId":"troubleshooting.weak-applicability-logic","title":"Fix","pageTitle":"Weak Applicability Logic","url":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","humanUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic#fix","markdownUrl":"https://teammately.ai/docs/troubleshooting/weak-applicability-logic.md","sectionId":"fix","kind":"error","productArea":"troubleshooting","score":705.8744296236448,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Fix\n\n- Rewrite applicability around source-backed signals, not broad topic labels.\n- Add missing metadata or context before relying on the rule.\n- Create examples that should be included and excluded, then test the boundary.\n- Approve and version the corrected governed objects, then create the Benchmark boundary and Runs needed to evaluate the revised applicability."}]}