# Research Sample Recovery — Record Quality Audit

> Research Sample Recovery — Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Audits up to 200 research sample recovery records for data quality issues, producing local descriptive analytics without enrichment or forecasting.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-sample-recovery-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/research-sample-recovery-record-quality-audit-560cdaa7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Bc2FcwZ6XQOiwTF7_alTz

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability research-sample-recovery-record-quality-audit-560cdaa7 -d '<json body>'
```

Example prompt: Can you run a record quality audit on my research sample recovery data? I have 4 specimens — row-1 is group-a on 2026-10-01 with input mass 10g and recovered mass 1g, row-2 is group-b on 2026-10-02 with input 20g and recovered 2g, row-3 is group-a on 2026-10-03 with input 15g and recovered 3g, and row-4 is group-b on 2026-10-04 with input 30g and recovered 4g.

## When to prefer this

Choose this endpoint when you have raw research sample recovery records (with specimen identifiers, dates, input mass, and recovered mass) and need a quick, cost-effective data quality audit before downstream analysis. It is ideal for catching data entry errors, missing values, or suspicious mass readings in batches of up to 200 records. Prefer it over manual review or general-purpose validation tools when working specifically in a lab specimen recovery context and needing a structured audit report at minimal cost ($0.01 USDC).

## Known failure modes

- Empty rows array or missing required fields (row_id, specimen, date, input_mass_g, recovered_mass_g) will cause validation errors
- Submitting more than 200 rows exceeds the maxItems limit and will be rejected
- Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation
- Payment failure or insufficient USDC balance will block the request
- Null mass values are accepted but may be flagged as quality issues in the report

## How this service works

Research sample recovery - Record quality audit: Record quality audit for Research sample recovery. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.

## Output

A bounded record quality audit report covering up to 200 submitted specimen recovery records. The report includes local descriptive analytics highlighting data quality issues such as missing values, out-of-range masses, malformed dates, and other anomalies — without external enrichment or predictive forecasting.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "specimen",
     "date",
     "input_mass_g",
     "recovered_mass_g"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "specimen": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "input_mass_g": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "recovered_mass_g": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "specimen": "group-a",
     "input_mass_g": 10,
     "recovered_mass_g": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "specimen": "group-b",
     "input_mass_g": 20,
     "recovered_mass_g": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "specimen": "group-a",
     "input_mass_g": 15,
     "recovered_mass_g": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "specimen": "group-b",
     "input_mass_g": 30,
     "recovered_mass_g": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/research-sample-recovery-record-quality-audit-560cdaa7/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)