feat: add measured detection review loop

frontend/src/types.ts

@@ -894,6 +894,61 @@ export interface QualityEvidenceGeoJsonResponse {
   geojson: GeoJSON.FeatureCollection
 }
 
+export type DetectionEvidenceRole = 'false_positive' | 'false_negative'
+
+export type DetectionReviewDecision =
+  | 'confirmed_model_false_positive'
+  | 'confirmed_model_false_negative'
+  | 'reference_gap_or_change'
+  | 'qa_alignment_mismatch'
+  | 'imagery_obscured_or_uncertain'
+  | 'uncertain'
+  | 'unreviewed'
+
+export interface DetectionReviewUpsert {
+  evidence_role: DetectionEvidenceRole
+  evidence_feature_id: string
+  decision: DetectionReviewDecision
+  notes?: string | null
+  reviewed_by?: string
+}
+
+export interface DetectionReviewRead {
+  id?: string | null
+  project_id: string
+  quality_check_id: string
+  analysis_run_id?: string | null
+  evidence_role: DetectionEvidenceRole
+  evidence_feature_id: string
+  detection_id?: string | null
+  reference_feature_id?: string | null
+  decision: DetectionReviewDecision
+  notes?: string | null
+  reviewed_by?: string | null
+  confidence?: number | null
+  class_name?: string | null
+  source_tile_path?: string | null
+  created_at?: string | null
+  updated_at?: string | null
+}
+
+export interface DetectionReviewSummary {
+  total: number
+  reviewed: number
+  remaining: number
+  false_positive_total: number
+  false_negative_total: number
+  decision_counts: Record<string, number>
+}
+
+export interface DetectionReviewList {
+  items: DetectionReviewRead[]
+  total: number
+  limit: number
+  offset: number
+  summary: DetectionReviewSummary
+}
+
 export type ExportKind = 'dataset' | 'detection_run' | 'segmentation_run' | 'vector_selection'
 
 export interface ExportRead {