Focused Detector QA

Transit QA Review

This page isolates suspect transit-count days for manual review. It ranks event days by heuristic QA pressure: low average confidence, sparse gateway hits, broad transit windows, unknown-heavy composition, and count anomalies.

Use it to decide whether the detector needs polygon or timing changes before expanding coverage to more waterways.

Waterway-

QA window-

Suspect days0

Baseline / day0

Detector-

Primary pressure-

Suspect share0%

Waterway Period Direction

Day	QA score	Count	Confidence	Transit hours	Pressure mix	Flags	Actions
Loading QA review...

Residual Action Ranking

Waterway	Mode	Next move	Unlabeled	Top family	Read
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Selected Day

Debug Review

Pick a suspect day to load counted events.

Loaded events0

Avg confidencen/a

Avg transit hn/a

Detector Contract

Known limitations

Calibration and Recommendations

Action hints

Direction Pressure Split

Direction	Suspect	Primary	Gateway A / B	Long p75	Detector avg
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Directional tuning read

Taxonomy Pressure Lens

Period baselinen/a

Period residualn/a

Day residualn/a

Taxonomy bandn/a

Period top classes	Share	Selected day classes	Share
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Taxonomy read

Residual Class Review

Period residual eventsn/a

Unlabeled sharen/a

Top familyn/a

Day top familyn/a

Residual moden/a

Next moven/a

Period residual types	Share	Family	Selected day types	Share	Family
Loading residual review...

Residual read

Metadata QA Queue

Queued corridorsn/a

High priorityn/a

Top corridorn/a

Waterway	Priority	Blank share	Gap events	Top candidate	Next move
Loading metadata QA queue...

Metadata queue read

Metadata Enrichment Review

Gap eventsn/a

Unlabeled sharen/a

Top actionn/a

Residual moden/a

Resolved by cleanupn/a

Top cleanup sourcen/a

Candidate label	Count	Vessels	Family	Suggested move	Why
Loading metadata review...

Unlabeled vessel examples

Vessel	MMSI	IMO	Count
Loading unlabeled examples...

Metadata action read

Alias Normalization Review

Alias eventsn/a

Alias rowsn/a

Top resolutionn/a

Selected waterway alias	Count	Vessels	Resolution	Suggested class	Recommendation
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Cross-waterway alias ranking

Alias	Count	Waterways	Resolution	Recommendation
Loading alias overview...

Alias normalization read

Alias Policy Draft

Suppressn/a

Metadata gapn/a

Normalizen/a

Manual reviewn/a

Alias	Draft rule	Effect	Confidence	Waterways	Count
Loading alias policy draft...

Policy draft read

Approved Suppression Map

Rulesn/a

Impacted eventsn/a

Impacted waterwaysn/a

Alias	Matcher	Effect	Waterways	Count
Loading approved suppression map...

Suppression impact read

Approved Hygiene Map

Rulesn/a

Impacted eventsn/a

Impacted waterwaysn/a

Alias	Matcher	Effect	Waterways	Count
Loading approved hygiene map...

Hygiene impact read

Approved Residual Hold Map

Rulesn/a

Impacted eventsn/a

Impacted waterwaysn/a

Alias	Matcher	Effect	Waterways	Count
Loading approved residual-hold map...

Residual-hold impact read

Approved Corridor Hold Map

Rulesn/a

Impacted eventsn/a

Impacted waterwaysn/a

Alias	Matcher	Effect	Waterways	Count
Loading approved corridor-hold map...

Corridor-hold impact read

Post-Suppression Queue

Remaining rowsn/a

Remaining eventsn/a

Manual reviewn/a

Normalizen/a

Alias	Group	Recommendation	Waterways	Count
Loading post-suppression queue...

Remaining queue read

Manual Review Lens

Tracked rowsn/a

Tracked eventsn/a

Keep residualn/a

Metadata hygienen/a

Bucket	Track	Next move	Labels	Events
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Manual review read

Final Tail Review

Remaining rowsn/a

Remaining eventsn/a

Cleanup completen/a

Moden/a

Label	Decision	Why	Waterways	Count
Loading final tail review...

Final-tail guidance

Counted Events

Select a suspect day.