{"uid":"cap_CqhlE8knT6erkudMcyPEj","slug":"multimodal-machine-learning-publication-sample-breakdown-a1f498c5","name":"Multimodal Machine Learning Publication Sample Breakdown","description":"multimodal machine learning: Publication sample breakdown: Publication sample breakdown on multimodal machine learning 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-multimodal-learning-sample-breakdown?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"query":{"type":"string","default":"multimodal machine learning","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_mWkYuhhXjm8auaT8IhFsZ","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 sample breakdown of academic publications on multimodal machine learning, including DOI references and source attribution from Crossref publisher metadata.","exampleAgentPrompt":"Can you pull a sample breakdown of publications on multimodal machine learning — I need the DOI references and source attribution, give me up to 15 results?","exampleUseCases":[{"title":"Literature review starter for researchers","prompt":"I'm starting a literature review on multimodal machine learning — can you get me a sample of 20 publications with DOIs and their publisher source info so I can trace where the research is coming from?"},{"title":"Curated paper list for an AI newsletter","prompt":"I need a labeled sample of academic papers about multimodal machine learning for my newsletter — pull up to 10 recent publications with their DOI references and attribution details."},{"title":"Dataset sourcing for ML benchmark project","prompt":"Can you find me a sample of published research papers on multimodal machine learning, with DOIs and Crossref source labels, so I can identify datasets and methods being benchmarked? Give me about 25 results."}],"resultDescription":"A list of sampled academic publication records related to multimodal machine learning, each including labeled summaries, DOI references, and source attribution data drawn from Crossref publisher metadata.","failureModes":["Query exceeds 200-character limit returns validation error","max_results outside 1–30 range returns validation error","Crossref upstream unavailability may return empty or partial results","Overly generic query may return low-relevance publications","Payment failure via x402 protocol prevents response"],"whenToPreferThis":"Choose this endpoint when you need a quick, sourced sample of academic publications on multimodal machine learning with traceable DOI references and publisher attribution from Crossref — particularly useful for literature reviews, research discovery, or citation sourcing without needing full-text access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:49:02.007Z","isFirstParty":false,"canonicalSlug":"multimodal-machine-learning-publication-sample-breakdown-a1f498c5"}