# Anomaly Detection Publication Sample Breakdown

> Anomaly Detection Publication Sample Breakdown is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Returns a breakdown of publication samples related to anomaly detection using Crossref publisher metadata, with DOI references and source attribution.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/signal-research-anomaly-detection-sample-breakdown?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/anomaly-detection-publication-sample-breakdown-ef752283
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_M7uMBKNeHTKSO-aW26bxJ

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability anomaly-detection-publication-sample-breakdown-ef752283 -d '<json body>'
```

Example prompt: Give me a sample breakdown of up to 15 publications on anomaly detection, including DOI references and source attribution from Crossref metadata.

## When to prefer this

Choose this endpoint when you need a quick, labelled sample of academic publications on anomaly detection (or a related query topic) with Crossref DOI references and source attribution, especially when you want pre-summarised results rather than raw full-text search. It is well-suited for literature scoping, citation discovery, or verifying scholarly coverage of a topic at low cost ($0.01 per call).

## Known failure modes

- Query too long (exceeds 200 characters) returns validation error
- max_results out of range (below 1 or above 30) causes rejection
- No matching publications found for a highly specific query returns empty results
- Crossref metadata unavailable for certain DOIs may result in incomplete attribution
- Payment failure over x402 protocol prevents call from completing

## How this service works

anomaly detection: Publication sample breakdown: Publication sample breakdown on anomaly detection using Crossref publisher metadata. Returns DOI references and source attribution. Query can be overridden; sample summaries are labelled.

## Output

Returns a list of publication sample entries related to the queried topic (default: 'anomaly detection'), each labelled with a sample summary, DOI reference, and source attribution drawn from Crossref publisher metadata.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "anomaly detection",
   "maxLength": 200
  },
  "max_results": {
   "type": "integer",
   "default": 10,
   "maximum": 30,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/anomaly-detection-publication-sample-breakdown-ef752283/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)