Real ChatGPT answer · index seedfLimx13MIRUcompleteHealth and wellness · fitness and exerciseinformational
What physiological changes happen to my VO2 max and pacing strategy when transitioning from indoor treadmill intervals to running outdoors on packed snow and ice?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What physiological changes happen to my VO2 max and pacing strategy when transitioning from indoor treadmill intervals to running outdoors on packed snow and ice?
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). 1 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
running biomechanics snow ice surface running oxygen consumption running economy study treadmill outdoor cold weather Google ↗
running on snow biomechanics stride length cadence traction physiological demands 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
- Overground running incurs a higher energetic cost than treadmill running at a 1% grade: A comparison of running economy, oxygen cost of transport, and energy cost in endurance athletes · pmc.ncbi.nlm.nih.gov
- Overground running incurs a higher energetic cost than treadmill running at a 1% grade: A comparison of running economy, oxygen cost of transport, and energy cost in endurance athletes · journals.plos.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
running biomechanics snow ice surface running oxygen consumption running economy study treadmill outdoor cold weather OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
running on snow biomechanics stride length cadence traction physiological demands study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |