# LLM Reliability Publication Sample Breakdown

> LLM Reliability 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 academic publications on large language model reliability, with DOI references and source attribution via Crossref publisher metadata.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/signal-research-llm-reliability-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/llm-reliability-publication-sample-breakdown-4bb66b51
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_L55EfJzcnPs5pqOYi_dKi

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 llm-reliability-publication-sample-breakdown-4bb66b51 -d '<json body>'
```

Example prompt: Can you pull a breakdown of up to 15 academic publications on large language model reliability, including their DOIs and publisher source attribution from Crossref?

## When to prefer this

Choose this endpoint when you need a quick, structured sample of academic publications on LLM reliability (or a related query) with verified DOI references and Crossref publisher attribution. It is ideal for literature discovery, research scoping, and identifying publishing venues — particularly when you want pre-labeled sample summaries without building a full Crossref integration yourself. Prefer it over raw Crossref API calls when cost-per-query simplicity and agent-friendly JSON output matter.

## Known failure modes

- Query returns zero results if topic is too niche or misspelled
- max_results exceeds 30 — capped at maximum allowed value
- Crossref metadata unavailable for some DOIs, resulting in incomplete attribution
- Network or upstream Crossref API timeout causing partial or empty response
- Payment not processed, resulting in 402 error before any data is returned

## How this service works

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

## Output

A list of publication samples related to the queried topic (default: 'large language model reliability'), each with DOI references, publisher source attribution from Crossref metadata, and labeled sample summaries. Up to 30 results can be returned per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "large language model reliability",
   "maxLength": 200
  },
  "max_results": {
   "type": "integer",
   "default": 10,
   "maximum": 30,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/llm-reliability-publication-sample-breakdown-4bb66b51/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)