Backend: three new routes on the calls router, deliberately separate from
PATCH /{call_id}/transcript (a production correction with real side effects
-- re-extraction, incident unlinking, vocabulary learning). This is pure
measurement and must never share that code path.
GET /calls/eval-queue -- calls with a transcript but no
eval_transcript yet, paged (same bounded-
window-plus-cursor shape as /search)
PUT /{call_id}/eval-transcript -- records eval_transcript/_by/_at only;
never touches transcript/transcript_corrected
GET /calls/eval-stats -- eval_count + average word error rate of
the raw and corrected machine transcripts
against the human-verified ones
internal/wer.py: standard word-level Levenshtein WER. Returns None (not 0.0)
when the reference is empty -- a call nobody transcribed must not score as a
perfect match.
Frontend: a new "STT Eval" tab on /admin -- one call at a time, audio player,
a textarea pre-filled with the machine transcript to correct into ground
truth, Save & next / Skip, running WER stats at the top. Built for working a
handful of calls at a time over however many sittings it takes, not a
one-shot form: the queue auto-refills from where the last save left off.
Verified: 438 pass, 0 fail (12 new backend tests). Frontend is UNVERIFIED --
this box has no Node.js/npm (confirmed absent), so neither typecheck nor the
dev server could be run. Matches existing code patterns and the CallRecord/
c2api types by manual review only.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Three of the app's routes were referenced but never existed, so the redesign's
navigation pointed at 404s from several directions.
/dashboard was the post-login and fallback redirect target in nine places --
login, onboarding, middleware, the admin/nodes/systems/tokens/settings guards,
and the marketing header -- but app/dashboard/ was never created. Signing in
normally dropped the user on a 404. The real signed-in home is "/", which
app/page.tsx already renders as LiveView for an authed user with an org, and
which the nav labels "Live"; all nine now point there.
Nav also linked /watch and /network, neither of which existed. /watch is the
alerts screen under its redesign name, so it re-exports app/alerts/page.tsx
and /alerts stays reachable for old links. /network is new: the "my equipment"
hub the redesign moved /nodes, /systems and /tokens behind and then never
built, which had left /systems and /tokens with no entry point in the UI at
all. Its hooks all run before the admin/operator guard, per d041c86.
Separately, the admin page's guard read isAdmin without authLoading, so every
cold load of /admin -- typed URL, hard refresh, bookmark -- redirected away
while the Firebase claims were still resolving. Admin was only reachable by
clicking through from an already-mounted page. Now it waits, like every other
guarded route does.
And /incidents no longer lies about an empty list: a failed Firestore query
leaves `incidents` empty just as a quiet night does, and the page was printing
"No incidents recorded yet" over the top of a missing-composite-index error.
useIncidents already returned `error`; the page just ignored it. It now renders
an ErrorBanner instead, so the undeployed indexes in server-26#13 read as a
failure rather than as silence on the radio.
Closes server-26#30, server-26#31. server-26#13 stays open -- the rules and
indexes still have to be pushed to the live project by hand.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
_call_fits_incident now returns (bool, signal_str) so each correlation
decision records exactly what evidence fired: unit_overlap, vehicle_overlap,
location_proximity, time_fallback, tactical_default, or the corresponding
false-return variants (unit_loc_conflict, content_divergence, etc.).
- corr_fit_signal and corr_matched_units written to call docs for
fast/single and fast/disambig paths
- Admin debug endpoint exposes the new fields in calls_detail
- Orphan section adds orphans_by_talkgroup summary (count, no-type count,
sweep-exhausted count per TGID) and raises orphan limit 100 → 250
- Admin page shows corr_path and fit_signal distribution panels above raw
JSON; time_fallback highlighted in yellow as a diagnostic marker
No correlation logic changed — diagnostic data only.
Logan CusanoandClaude Sonnet 5