Real ChatGPT answer · index seedg8Jshr3FfTQcompleteParenting and family · parenting advicecomparison
Is a paid middle school academic coaching program better than free teacher office hours for helping our eighth grader pass algebra on a budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a paid middle school academic coaching program better than free teacher office hours for helping our eighth grader pass algebra on a budget?
1 real search · 1 real-search pass
evidence teacher office hours tutoring mathematics middle school algebra academic outcomes tutoring effectivenessGoogle ↗
OBSERVEDConsequence
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
evidence teacher office hours tutoring mathematics middle school algebra academic outcomes tutoring effectiveness Google ↗
- Free algebra practice · khanacademy.org
- Tutoring Pre K-12: Evidence and Resources | The Abdul Latif Jameel Poverty Action Lab · povertyactionlab.org
- The Impressive Effects of Tutoring on PreK-12 Learning: A Systematic Review and Meta-Analysis of the Experimental Evidence · edknowledge.stanford.edu