67 lines
4.0 KiB
Markdown
67 lines
4.0 KiB
Markdown
# Semantic result evidence
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Google EmbeddingGemma 2 retrieves the closest eligible sources. A closest source
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can still be unrelated when the requested content is missing. Similarity and
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reciprocal-rank-fusion scores are not probabilities or proof of presence.
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The shared hybrid engine now distinguishes primary results from related
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suggestions using the [frozen presentation policy](../tools/relevance-eval/policies/evidence-v1.json):
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semantic-only primary candidates require raw cosine **at least 0.70** and membership
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in the existing leading semantic cluster. Weaker candidates and the separated
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tail remain available with a `_related` match-kind suffix. This is a presentation
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boundary, not hard deletion or a claim that no matching artifact exists.
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Independent filename and keyword results preserve their existing priority and
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match kind, even when the same path also occurs among related semantic neighbors.
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Primary results precede related suggestions within the caller's total limit.
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Strict filters and source validation still run before classification. Raw
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`search_semantic` diagnostics are unchanged.
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Clients use `searchi_service::is_related_result` to identify suggestions rather
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than interpreting fused scores as confidence. Debug tracing records
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`hybrid.semantic_shortlist` with `main_candidates`, `related_candidates`,
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`candidates_before` and `candidates_after`; no eligible source is silently
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discarded by this classification stage.
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The policy was frozen before new blind-query inference. Existing development
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evidence predicts useful precision/visibility tradeoffs but is not independent
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validation: 31/32 text/code positive tops meet the display floor, with 0/16 absent
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tops; repeated Code-scope rows are 8/8 and 0/4. Historical mixed-media top-score
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promotion is 49/55 positives and 1/6 absent queries, with strongest-file correctness
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evaluated separately. Temporal near-misses can remain strong similarities.
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Related suggestions preserve access to weak genuine results. These counts do
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not justify a universal confidence claim or perfect absence detection.
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## Frozen blind evaluation for 0.1.9
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The completed [absence-v3 summary](../fixtures/absence-v3/evaluation-summary.json)
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records actual Google CPU inference on 36 covered assets and 36 frozen queries:
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16 positive, 16 absent and four partial requests. No extraction, semantic or
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speech failure removed a required source or channel. The policy was not retuned
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after evaluation.
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- Absent queries showing primary neighbors fell from **16/16 to 4/16** compared
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with a replay of the previously shipped leading-cluster rule using these same
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actual vectors. This is not a timed run of the old binary.
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- All **16/16 positive requests** retained expected sources within five accessible
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results, including related suggestions. Primary first-result correctness was
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**10/16**; primary mean recall@5 was **0.625**, with at least one correct primary
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source for 11/16 requests. Five needed the related group.
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- All 16 absent requests still had accessible related neighbors. The remaining
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four primary errors were document/code near-misses, so absence is not solved.
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Publisher-based media labels, one independent AI annotator and the small corpus
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limit generalization. The report SHA-256 is
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`3a032695607a5035016602cbd995d9c4ef028891e5310eb585a9356f2404b628`.
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Initial indexing took 894.9 seconds, query startup 1.017 seconds and ordered warm
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raw queries a median 94.4 ms on the shared CPU VM. Hybrid queries reused vectors
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from the preceding raw calls; these are not cold first-input or UI benchmarks.
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The current browser-rendered production UI capture verifies that related items
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start collapsed, stay out of arrow-key navigation until expanded, remain
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accessible when expanded, and restore a visible primary selection when collapsed.
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Its exact source/build hashes are in screenshots/capture-manifest.json. Native
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WebView interaction and OS integration are separate, unexecuted checks.
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Windows/Linux desktop and headless/CLI 0.1.9 packages passed their actual CPU
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startup/search checks. Publication verification is recorded in ROADMAP.md.
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