Do smaller class size limits actually improve reading test scores in first grade based on recent studies in our state?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do smaller class size limits actually improve reading test scores in first grade based on recent studies in our state?
3 real searches · 1 real-search pass
Pennsylvania class size reduction first grade reading test scores study class size limits elementary recent research 2023 2024 2025Google ↗
OBSERVEDReason
Pennsylvania school class size reading achievement first grade research PSSA early literacy class sizeGoogle ↗
OBSERVEDReason
Pennsylvania class size policy limits elementary schools class size research reading scoresGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Pennsylvania class size reduction first grade reading test scores study class size limits elementary recent research 2023 2024 2025 Google ↗
Pennsylvania school class size reading achievement first grade research PSSA early literacy class size Google ↗
Pennsylvania class size policy limits elementary schools class size research reading scores Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania class size reduction first grade reading test scores study class size limits elementary recent research 2023 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania school class size reading achievement first grade research PSSA early literacy class size OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pennsylvania class size policy limits elementary schools class size research reading scores OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |