{"uid":"cap_by6sjdSqOvO3G_OuxOa2v","slug":"weighted-research-opportunity-comparison-9dbe0de4","name":"Weighted Research Opportunity Comparison","description":"Deterministic supplied-score ranking and one-criterion-at-a-time additive weight sensitivity, not research prediction. New modular adapter: retained result recovery for 24 hours, minimal receipt metadata for 90 days. Existing live route unchanged.","url":"https://www.mahastrategies.com/api/v1/intel/research/opportunity-comparison?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"options":{"type":"array","maxItems":16,"minItems":1},"criteria":{"type":"array","maxItems":12,"minItems":1},"dataClass":{"enum":["public","synthetic"],"type":"string"},"sensitivityDelta":{"type":"integer","maximum":10000,"minimum":0}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.100012","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":"$0.100012/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.100012","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.100012","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_GTQrkA-ypQgpgUv7gILWT","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.100012","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Ranks research opportunities against user-defined criteria using deterministic supplied-score weighting, with additive weight sensitivity analysis one criterion at a time.","exampleAgentPrompt":"Compare these 5 research opportunities across 3 criteria — feasibility, impact, and cost — using public data, and run a sensitivity delta of 500 to show me how the ranking shifts if I change each criterion's weight.","exampleUseCases":[{"title":"Prioritizing R&D funding directions","prompt":"I have 8 research directions and 4 criteria — novelty, commercial potential, time-to-market, and resource cost. Rank them using public data and run a sensitivity delta of 1000 so I can see which criterion most changes the winner."},{"title":"Comparing grant proposal topics","prompt":"I need to choose between 4 grant proposal topics scored on scientific merit, feasibility, and societal impact. Use synthetic data, apply a sensitivity delta of 200, and tell me which topic ranks best and how stable that ranking is."},{"title":"Evaluating academic collaboration opportunities","prompt":"Compare 6 potential academic collaboration opportunities on 5 criteria — publication potential, network value, funding alignment, effort required, and timeline — with public data and a sensitivity delta of 750."}],"resultDescription":"Returns a deterministic ranked list of research options with weighted scores per criterion, plus a one-criterion-at-a-time additive sensitivity analysis showing how rankings shift when each criterion's weight is adjusted by the specified delta. Results are retained for 24 hours; minimal receipt metadata persists for 90 days.","failureModes":["Fewer than 1 or more than 16 options provided — validation error","Fewer than 1 or more than 12 criteria provided — validation error","sensitivityDelta outside 0–10000 range — schema validation failure","Invalid dataClass value (not 'public' or 'synthetic') — enum validation error","Payment not confirmed — x402 payment required response","Malformed request body — 400 bad request"],"whenToPreferThis":"Choose this endpoint when you need a transparent, deterministic, auditable ranking of research opportunities against explicit weighted criteria — especially when you want to understand how sensitive the ranking is to individual criterion weights. It is not a predictive or ML-based tool, making it preferable when reproducibility and explainability of scoring logic are required. Best suited for structured multi-criteria decision analysis over up to 16 options and 12 criteria.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:47.536Z","isFirstParty":false,"canonicalSlug":"weighted-research-opportunity-comparison-9dbe0de4"}