How should I adjust my overnight sourdough proofing schedule when my commercial kitchen ambient temperature drops below sixty degrees at night?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I adjust my overnight sourdough proofing schedule when my commercial kitchen ambient temperature drops below sixty degrees at night?
1 real search · 1 real-search pass
sourdough fermentation temperature dough temperature cold ambient overnight proofing bakery bulk fermentation guidanceGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
sourdough fermentation temperature dough temperature cold ambient overnight proofing bakery bulk fermentation guidance Google ↗
- Ask the Bread Coach: My dough isn’t rising — what now? · kingarthurbaking.com
- Ask the Bread Coach: My dough isn’t rising — what now? · kingarthurbaking.com
- PART 4: TROUBLESHOOTING TIPS · thesourdoughjourney.com
- Dough Temperature · kingarthurbaking.com