Greenlens/audits/semantic-search/wave2-findings.md

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# Wave 2 Findings
Date: 2026-03-12
Scope:
- `low_light`
- `bright_light`
- `sun`
Changes applied to source data:
- Removed `low_light` from `Saintpaulia ionantha` (`Afrikanisches Veilchen`)
- Removed `low_light` from `Clivia miniata` (`Riemenblatt`)
- Removed `sun` from `Helleborus orientalis` (`Lenzrose`) by overriding the default flower categories to `['flowering']`
Evidence basis used:
- `Saintpaulia ionantha`: bright indirect light guidance, not a true low-light placement
- `Clivia miniata`: bright indirect / filtered light guidance, not a dark-corner low-light placement
- `Helleborus orientalis`: part-shade / shade-oriented placement, so `sun` was too broad
Deliberately not changed in this wave:
- `Haworthia fasciata` and `Gasteria carinata` in `low_light`, because they are borderline tolerance cases and need a tighter horticultural pass before retagging
- `Wasabi` in `bright_light`, because the current label can still be read as bright indirect rather than direct sun
- `Hydrangea macrophylla` in `bright_light`, because the existing tag remains plausible for bright, non-scorching conditions
- broad `sun` garden inventories that are locally consistent and would need species-by-species horticultural review rather than heuristic edits
Operational note:
- These source changes do not update the persisted backend catalog automatically.
- Production still needs a catalog rebuild via `server/scripts/rebuild-from-batches.js` and a deploy.