ARES Feedback Dashboard

Board writeback accuracy on the StarIQ command board, then tester thumbs-up/down over tactical_feedback — the triage signal for which fields are hurting. ↩ tester · history →

Board writeback accuracy (StarIQ command board)

Counted per board change ARES wrote or proposed, not per extracted field — a restatement the board already holds is never a change and never counted. Precision (was it right) and recall (did ARES catch it) are shown separately and never blended. Reviewed and auto-applied changes are never pooled. Every rate shows its count and a 95% interval. Uses Window and Client only; the Env, Tier and Tester filters apply to the thumbs votes below.

Confidence bandReviewed nReviewed precision Auto-applied nAuto-applied (at most)

A reviewed High is mostly command and reporting-line changes, which are always held for a person. A High on a low-risk field is auto-applied, so it only has the at-most figure.

FieldReviewed nReviewed precision Auto-applied nAuto-applied (at most)

Tester thumbs votes (per transmission)

By tier (cloud / hybrid / edge)

ADR-018's three tiers, plus the retired Self-Hosted label as a benchmark arm. The tier is resolved server-side from the ledger, so it reports what actually served the extraction rather than which tab was open. Rows rated before that shipped carry no tier and group under (unset). Edge never appears — an edge result has no ledger row and the iPad renders no feedback control for it.

TierUpDown TotalDown-rate

By client app (webapp / ARES STT harness / StarIQ)

Which APP sent the rated transmission, from its ledger row. StarIQ used to be counted as the iPad harness — tars-kit vendors the harness's request type, "ipad" stamp included — and is now told apart at the ingest door by its host bearer. Rows from before that deploy still read ARES STT. StarIQ renders no feedback control today, so a zero here is "no votes sent", not "no defects".

ClientUpDown TotalDown-rate

By env (dev / staging / prod)

EnvUpDown TotalDown-rate

Down-reason breakdown

Weakest fields — mis-extracted (wrong)

Weakest fields — missed (should have had a value)

Down-rate over time

By tester

TesterUpDown TotalDown-rate