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Ceramic Measurements Declared-Bound Audit
x402
Ceramic Measurements Declared-Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.01014/call, status unknown (last checked 2026-10-16).
Audits ceramic measurement records by comparing finite values against caller-supplied inclusive quantity/unit bounds within a specified dataset/subject/run/method/revision frame, treating null and censored values as unknown rather than zero.
Price / call$0.01014
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 ceramic measurement Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a per-measurement audit result indicating whether each finite value falls within the caller-supplied inclusive bounds for the specified dataset/subject/run/method/revision frame, with null and censored values flagged as unknown rather than treated as zero. Does not constitute clinical or safety certification.
Example use cases
Kiln Run Quality Gate
“Check whether my ceramic tile compression strength measurements from kiln run 12 all fall within the declared bounds of 1.5 to 5.0 MPa — data class is 'public', nonpersonalMetadata is true, and treat any missing values as unknown not zero.”
Synthetic Ceramic Dataset Bound Validation
“I have a batch of synthetic ceramic porosity measurements I need to audit against caller-supplied bounds; data class is 'synthetic', nonpersonalMetadata is true — can you confirm which records fall outside the declared inclusive ranges?”
Multi-Method Ceramic Record Audit
“Audit these ceramic measurement records across two methods — flexural and thermal — against their respective declared bounds within the subject 'plate-B' revision 'v3' frame; data class is 'public', nonpersonalMetadata true, and flag any out-of-bound or null entries.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/ceramic-measurements/declared-bound-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to audit ceramic material measurement records against caller-defined inclusive quantity/unit bounds within a precise dataset/subject/run/method/revision frame, and correct handling of null and censored values (unknown, not zero) is critical. Prefer this over generic threshold-checking tools when working with scientific ceramic measurement datasets where frame specificity and null semantics matter.
Side effects
- Measurements array empty or exceeds 32 items — request rejected
- Bounds array empty or exceeds 32 items — request rejected
- nonpersonalMetadata not set to true — request rejected
- dataClass not one of 'public' or 'synthetic' — validation error
- Mismatched units between measurements and bounds — audit may return unit-mismatch errors
- Non-finite measurement values treated as unknown, not evaluated against bounds
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bounds | array | |
| dataClass | string | |
| measurements | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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