---
title: "Lowest-confidence forecasts awaiting human label"
method: GET
path: "/v1/sentinel/active-learning-queue"
tags: ["Sentinel"]
---

# Lowest-confidence forecasts awaiting human label

`GET /v1/sentinel/active-learning-queue`

Active learning loop — surfaces the model's most uncertain recent forecasts (|prob − 0.5| < 0.30) so human reviewers can submit observed outcomes via /v1/sentinel/report_miss. Closes the FROZEN-retrain feedback loop. Reference: calibrated uncertainty sampling, arXiv 2510.03162 (2025).

## Query parameters

- `limit` integer
- `max_age_days` integer
- `country` string

## Response `200`

Labeling queue with reasoning

---

[API](https://skmtc.net/voidly/apis/voidly-api.md) · [All operations](https://skmtc.net/voidly/apis/voidly-api/llms.txt) · [OpenAPI document](https://skmtc-service-staging.skmtc.workers.dev/v1/apis/voidly/voidly-api/versions/decbe6fd40a8/schema)