Real ChatGPT answer · index seedyMcz7Yv0rT8completeEducation · K-12 schoolscomparison

Is a district-wide PBIS tier-one framework superior to traditional out-of-school suspension models for improving student attendance policies in middle schools

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a district-wide PBIS tier-one framework superior to traditional out-of-school suspension models for improving student attendance policies in middle schools
2 real searches · 1 real-search pass
PBIS tier 1 schoolwide positive behavioral interventions suspension attendance chronic absenteeism middle school evidence randomized study attendanceGoogle ↗
OBSERVEDReason
out-of-school suspension attendance academic outcomes middle school chronic absenteeism research evidence PBISGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

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
PBIS tier 1 schoolwide positive behavioral interventions suspension attendance chronic absenteeism middle school evidence randomized study attendance Google ↗
out-of-school suspension attendance academic outcomes middle school chronic absenteeism research evidence PBIS Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PBIS tier 1 schoolwide positive behavioral interventions suspension attendance chronic absenteeism middle school evidence randomized study attendance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
out-of-school suspension attendance academic outcomes middle school chronic absenteeism research evidence PBIS
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1