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Spectrometry Records – Condition Coverage Map
x402
Spectrometry Records – Condition Coverage Map is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.035174/call, status unknown (last checked 2026-10-25).
Validates that each requested spectrometry reference/revision has exactly one caller-declared calibration within the specified instrument/method frame and time window, returning a coverage map of satisfied vs. unsatisfied calibration requirements.
Price / call$0.035174
Success—
StatusUnknown
How this service works
Require one caller-declared valid calibration for each requested reference/revision in the exact instrument/method frame and start-inclusive, expiry-exclusive assessment window; unknown, absent or duplicate evidence cannot Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a condition coverage map indicating, for each requested reference/revision, whether exactly one valid calibration was found in the instrument/method frame and assessment window; flags references with absent, unknown, or duplicate calibrations as non-covered, without performing independent certification.
Example use cases
Pre-submission calibration coverage audit
“Before I submit my spectrometry dataset, check that all three required calibrations for instrument 'FTIR-7' and method digest 'md5-def456' are each covered exactly once by my supplied calibration records, using an assessment window from 2024-03-01 to 2024-09-01 with public data class.”
Detecting duplicate or missing calibrations
“I think some of my spectrometry calibration records for instrument 'UV-VIS-12' and method 'sha256-789xyz' are either missing or duplicated — can you run a condition coverage check over the window 2023-07-01 to 2024-07-01 against my required calibration list and show me which ones fail?”
Synthetic dataset calibration validation
“I have a synthetic spectrometry dataset for instrument 'RAMAN-3', method digest 'sha256-qrs321', and I need to confirm that each of my five required calibrations has exactly one valid calibration record in the window from 2024-02-15 to 2024-08-15 — please run the condition coverage map with synthetic data class.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/spectrometry-records/condition-coverage-map?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically verify that each spectrometry reference or revision in a batch has exactly one valid calibration record within a defined instrument/method frame and time window. It is purpose-built for analytical chemistry and laboratory data pipelines where calibration traceability per revision is mandatory. Prefer it over generic validation services when the domain is spectrometry, the entities are instrument references and method digests, and the coverage logic requires start-inclusive/expiry-exclusive time window semantics with duplicate detection.
Side effects
- Missing calibration for one or more required references — returns non-covered status for those entries
- Duplicate calibrations for a single reference — flagged as invalid, not counted as covered
- Unknown or unrecognized calibration records — treated as absent, not as valid coverage
- Assessment window mismatch — calibrations outside the start-inclusive/expiry-exclusive window are ignored
- Exceeding maxItems (32) for calibrations or requiredCalibrations arrays — request rejected
- Missing required fields (instrumentRef, methodDigest, requiredCalibrations) — validation error
- nonpersonalMetadata not set to true — request may be rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| dataClass | string | |
| assessedAt | string | |
| calibrations | array | |
| methodDigest | string | |
| instrumentRef | string | |
| nonpersonalMetadata | boolean | |
| requiredCalibrations | array |
Tags
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