{"uid":"cap_rDadm9HVoxt3iN49asJmr","slug":"synthetic-data-generation-publication-sample-breakdown-01397af7","name":"Synthetic Data Generation: Publication Sample Breakdown","description":"synthetic data generation: Publication sample breakdown: Publication sample breakdown on synthetic data generation 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-synthetic-data-sample-breakdown?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"synthetic data generation","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__37AWsbpE_Ag-7uMGlcia","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 publication samples on synthetic data generation using Crossref publisher metadata, including DOI references and source attribution.","exampleAgentPrompt":"Give me a breakdown of up to 15 academic publications on synthetic data generation — I need the DOI references and publisher attribution from Crossref.","exampleUseCases":[{"title":"Literature review for ML research","prompt":"I'm starting a literature review on synthetic data generation — can you pull a sample of up to 20 academic papers on that topic with their DOIs and publisher info from Crossref?"},{"title":"Verify publication coverage by domain","prompt":"Can you show me a breakdown of publications about synthetic data generation, up to 10 results, so I can see which publishers and sources are covering this area?"},{"title":"Citation sourcing for research proposal","prompt":"I need to cite foundational papers on synthetic data generation in my research proposal — can you get me a list of DOI references and source attributions from Crossref, say the top 25?"}],"resultDescription":"A structured list of publication sample summaries related to the query topic (default: 'synthetic data generation'), each labelled with DOI references and source attribution drawn from Crossref publisher metadata. Up to 30 results returned per call.","failureModes":["Query string exceeds 200 characters — truncate or shorten the query","max_results exceeds 30 — clamp to maximum allowed value","No matching publications found for the given query — returns empty result set","Crossref metadata unavailable or rate-limited — may return partial results or error","Payment not processed (x402 protocol failure) — call not executed"],"whenToPreferThis":"Choose this endpoint when you need a rapid, low-cost sample of academic publications with DOI references and publisher attribution on the topic of synthetic data generation specifically. It is ideal for literature discovery, citation sourcing, and checking publisher coverage via Crossref metadata. Prefer alternatives if you need full-text access, real-time preprint coverage (e.g. arXiv), or topics outside synthetic data generation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:48:58.035Z","isFirstParty":false,"canonicalSlug":"synthetic-data-generation-publication-sample-breakdown-01397af7"}