{"uid":"cap_L55EfJzcnPs5pqOYi_dKi","slug":"llm-reliability-publication-sample-breakdown-4bb66b51","name":"LLM Reliability Publication Sample Breakdown","description":"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.","url":"https://market.datapackvibe.com/x402/signal-research-llm-reliability-sample-breakdown?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"large language model reliability","maxLength":200},"max_results":{"type":"integer","default":10,"maximum":30,"minimum":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_cKIr72jiGTF_Z84XW6mtR","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a breakdown of academic publications on large language model reliability, with DOI references and source attribution via Crossref publisher metadata.","exampleAgentPrompt":"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?","exampleUseCases":[{"title":"LLM reliability literature survey","prompt":"I'm writing a survey on large language model reliability — can you fetch a sample of up to 20 publications on that topic with their DOIs and publisher metadata so I can see which venues are covering it?"},{"title":"Identifying top publishers for LLM research","prompt":"Which publishers are putting out research on large language model reliability? Give me a breakdown of up to 10 publication samples with source attribution."},{"title":"Custom query research sample","prompt":"Instead of the default query, search for 'hallucination in large language models' and return up to 25 publication samples with DOI references and their Crossref source labels."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:48:23.003Z","isFirstParty":false,"canonicalSlug":"llm-reliability-publication-sample-breakdown-4bb66b51"}