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Reaction Records - Declared-Bound Audit
x402
Reaction Records - Declared-Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.01013/call, status unknown (last checked 2026-10-20).
Validates whether finite measurement values in reaction records fall within caller-supplied quantity/unit bounds, within an exact dataset/subject/run/method/revision frame, treating null and censored values as unknown.
Price / call$0.01013
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 declared reaction record Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a per-measurement comparison result indicating whether each finite value falls within the inclusive caller-supplied quantity/unit bounds, within the exact dataset/subject/run/method/revision frame. Null and censored values are flagged as unknown rather than compliant or non-compliant. Provides an overall audit summary for the supplied record set.
Example use cases
Chemistry lab data quality check
“I have a batch of 20 reaction measurements from our public dataset and I need to check which ones fall outside these declared bounds: pH between 2.5 and 8.0, temperature between 15 and 95 degrees Celsius. Can you run a declared-bound audit on them and flag any out-of-range readings?”
Synthetic dataset compliance audit
“We generated a synthetic reaction dataset for our model training pipeline and need to verify that all the declared quantity measurements stay within our inclusive bounds before we publish. Can you audit the 12 measurements against the bounds I'll supply — dataClass is synthetic and nonpersonalMetadata is true?”
Run-scoped reaction bound validation
“For our latest reaction run, I need to confirm that all recorded measurements are within the caller-declared bounds for this specific method and revision frame — the dataset is public and all metadata is non-personal. Can you check all 8 measurements and tell me which ones are out of range or have null/censored values?”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/reaction-records/declared-bound-audit?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to audit declared reaction record measurements against caller-supplied inclusive quantity/unit bounds within an exact analytical frame (dataset/subject/run/method/revision), and when null or censored values must be treated as unknown rather than zero. It is not a clinical or safety certification tool — use it for record quality control and data compliance checks on public or synthetic reaction datasets.
Side effects
- Invalid or empty measurements array (minItems:1 not met)
- Bounds array empty or exceeds 32 items
- nonpersonalMetadata not set to true (const:true required)
- dataClass not one of 'public' or 'synthetic'
- Mismatched units between measurements and bounds causing comparison failure
- More than 32 measurements or bounds supplied (maxItems:32 exceeded)
- Malformed measurement or bound objects causing parse errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bounds | array | |
| dataClass | string | |
| measurements | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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