get_panel_study

shallow

ai.getminds/minds · Verify this server

Returns durable progress or results for a Panel study, including its immutable confirmed plan, server-prepared execution plan, respondent-visible question audit, question progress, response artifacts, deterministic method calculations, and stage readiness.

100.0/100

1 trials · measured 8 days ago

get_panel_study scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.getminds/minds, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: get_panel_study
[![Vouch score](https://vouch.tools/api/tools/743d4f8b-5981-4cfb-af12-4e8cd0928cb4/badge.svg)](https://vouch.tools/tools/743d4f8b-5981-4cfb-af12-4e8cd0928cb4)
get_panel_study — Vouch