{"uid":"cap__7n5HZjC-dFxFRMV0aDxb","slug":"ai-model-monitoring-publication-sample-breakdown-f458087d","name":"AI Model Monitoring: Publication Sample Breakdown","description":"AI model monitoring: Publication sample breakdown: Publication sample breakdown on AI model monitoring 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-ai-observability-sample-breakdown?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"AI model monitoring","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_Y2HFOLPs94glfm3exbZXV","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 publication samples related to AI model monitoring, including DOI references and source attribution sourced from Crossref publisher metadata.","exampleAgentPrompt":"Can you pull up a sample breakdown of academic publications on AI model monitoring — I need about 15 results with DOIs and source attribution from Crossref?","exampleUseCases":[{"title":"AI observability literature survey","prompt":"I'm researching AI model monitoring tools — can you get me a sample of up to 20 academic papers on the topic with their DOIs and publisher attribution from Crossref?"},{"title":"Citation sourcing for AI report","prompt":"I need to cite some real academic sources in my report on AI observability — can you pull a publication sample breakdown for 'AI model monitoring' with DOI references included?"},{"title":"Tracking AI monitoring research trends","prompt":"Can you search Crossref for a breakdown of recent publications on 'neural network monitoring' — give me 10 results with their source attribution so I can see who's publishing in this space?"}],"resultDescription":"Returns a list of publication sample records related to the query topic, each labeled with summary information, DOI references, and source attribution drawn from Crossref publisher metadata. Results include up to 30 records per call.","failureModes":["Query returns no results if the topic is too niche or not indexed in Crossref","max_results exceeding 30 returns a validation error","Malformed or overly long query strings (>200 chars) are rejected","Service may return partial results if Crossref metadata is incomplete for some records"],"whenToPreferThis":"Choose this endpoint when you need a fast, structured sample of academic publication metadata — especially DOIs and publisher attribution — for a specific research topic like AI model monitoring. It is ideal for citation sourcing, literature surveys, or monitoring which publishers are covering a given AI research area. Prefer it over general web search when Crossref-indexed scholarly sources are specifically needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T00:52:39.066Z","isFirstParty":false,"canonicalSlug":"ai-model-monitoring-publication-sample-breakdown-f458087d"}