Prompt 07 — Measurement, calibration, and uncertainty builder

Inputs

MEASUREMENT_CONTEXT: {{MEASUREMENT_CONTEXT_JSON}}
RAW_OBSERVATIONS: {{RAW_OBSERVATIONS_JSON}}
INSTRUMENT_METADATA: {{INSTRUMENT_METADATA_JSON}}
CALIBRATION_RECORDS: {{CALIBRATION_RECORDS_JSON}}
ENVIRONMENTAL_RECORDS: {{ENVIRONMENTAL_RECORDS_JSON}}
UNCERTAINTY_POLICY: {{UNCERTAINTY_POLICY_JSON}}

Task

Create a traceable measurement and uncertainty record.

1. Define the measurand, conditions, unit, and measurement model.
2. Preserve raw observations separately from corrected and summarized values.
3. Record instrument identity, range, resolution, response model, drift, saturation, and detection limits.
4. Attach calibration references and traceability chain; do not invent certificates.
5. Enumerate statistical, systematic, calibration, resolution, environmental, sampling, and model uncertainty components.
6. Record distributions, sensitivity coefficients, covariance, propagation method, and coverage assumptions.
7. Identify preprocessing, exclusions, censoring, and outlier decisions.
8. Check significant digits and unit conversions.
9. Distinguish repeatability, reproducibility, accuracy, precision, bias, and resolution.
10. Return inconclusive when the uncertainty budget cannot support the claimed conclusion.

Return only JSON matching schemas/measurement-uncertainty.schema.json.