Real ChatGPT answer · index seedyy8eRjxYpi0completeHealth and wellness · fitness and exerciseinformational
What happens to human metabolism and calorie burn when exercising outside in freezing weather compared to training in a heated gym?
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The searches the AI actually ran for this prompt.
SEED QUERY
What happens to human metabolism and calorie burn when exercising outside in freezing weather compared to training in a heated gym?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
cold weather exercise energy expenditure calorie burn thermogenesis research review exercise performance cold exposure Google ↗
exercise in cold weather metabolism brown adipose tissue shivering calorie expenditure study Google ↗
- Energy expenditure during physical work in cold environments: physiology and performance considerations for military service members | Journal of Applied Physiology · journals.physiology.org
- Energy expenditure during physical work in cold environments: physiology and performance considerations for military service members · pmc.ncbi.nlm.nih.gov
- Brown adipose tissue oxidative metabolism contributes to energy expenditure during acute cold exposure in humans · pmc.ncbi.nlm.nih.gov
- Practicing Sport in Cold Environments: Practical Recommendations to Improve Sport Performance and Reduce Negative Health Outcomes · pmc.ncbi.nlm.nih.gov
- Cold exposure and exercise metabolism · pubmed.ncbi.nlm.nih.gov
- ACSM Expert Consensus Statement: Injury... : Current Sports Medicine Reports · doi.org
- Nutritional Requirements for Sustaining Health and Performance During Exposure to Extreme Environments · doi.org
- A randomized trial of cold-exposure on energy expenditure and supraclavicular brown adipose tissue volume in humans · pubmed.ncbi.nlm.nih.gov
- A randomized trial of cold-exposure on energy expenditure and supraclavicular brown adipose tissue volume in humans - Metabolism · metabolismjournal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cold weather exercise energy expenditure calorie burn thermogenesis research review exercise performance cold exposure OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
exercise in cold weather metabolism brown adipose tissue shivering calorie expenditure study OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |