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Spectrometry Records Declared Bound Audit
x402
Spectrometry Records Declared Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.010132/call, status unknown (last checked 2026-10-25).
Validates spectrometry measurements against caller-supplied quantity/unit bounds within a fixed dataset/subject/run/method/revision frame, treating null and censored values as unknown rather than zero.
Price / call$0.010132
Success—
StatusUnknown
How this service works
Compare finite measurements with inclusive caller-supplied quantity/unit bounds in the exact dataset/subject/run/method/revision frame; null and censored values are unknown, not zero; thresholds are not clinical or safety limits for spectral axis/intensity export Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a per-measurement compliance result indicating whether each value falls within the caller-supplied inclusive bounds, flags measurements that are out of range, and reports null or censored values as unknown rather than zero — scoped strictly to the declared dataset/subject/run/method/revision frame.
Example use cases
Lab run compliance check
“I have 12 spectrometry readings from our latest synthetic dataset run and I need to know if they all fall within our declared quantity bounds of 0.5 to 3.2 mg/L — flag any that are out of range and treat nulls as unknown.”
Spectral axis export validation
“Before exporting our public spectrometry dataset, can you audit these 20 spectral axis measurements against our inclusive bounds of 350 to 800 nm to make sure none fall outside the declared range?”
Revision-locked measurement audit
“Run a bound audit on these 8 intensity measurements from our synthetic spectrometry dataset — they need to stay within 0.001 to 5.0 units, and I want any censored values treated as unknown, not zero.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/spectrometry-records/declared-bound-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate a finite set of spectrometry measurements (up to 32) against caller-defined inclusive quantity/unit bounds in a strictly locked dataset/subject/run/method/revision frame, and you require explicit handling of null and censored values as unknown rather than zero. Not appropriate for clinical or safety threshold enforcement, independent certification, or real-time streaming spectral data.
Side effects
- Measurements array is empty or exceeds 32 items — request rejected
- Bounds array is empty or exceeds 32 items — request rejected
- dataClass value not in allowed enum ('public' or 'synthetic') — validation error
- nonpersonalMetadata not set to true — request rejected
- Mismatched units between measurements and bounds — may produce incorrect comparison
- Null values misinterpreted by caller as zero — documented behavior: nulls are unknown
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bounds | array | |
| dataClass | string | |
| measurements | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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