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Buildability / Receipt

Designing Reliable LLM-Assisted Rubric Scoring for Constructed Responses: Evidence from Physics Exams

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

Public buildability page receipt window

Watch and verify: Designing Reliable LLM-Assisted Rubric Scoring for Constructed Responses: Evidence from Physics Exams

/buildability/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams

Watchwatch

Subject: Designing Reliable LLM-Assisted Rubric Scoring for Constructed Responses: Evidence from Physics Exams

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams

Paper ref

designing-reliable-llm-assisted-rubric-scoring-for-constructed-responses-evidence-from-physics-exams

arXiv id

2604.12227

Freshness

Generated at

2026-04-15T17:01:34.630Z

Evidence freshness

stale

Last verification

2026-04-15T17:01:34.630Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

5a765e58a0c7738b4f1ee2c001e8c08c0a1f46883a579300ee89044b89365cd5

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Some score or evidence fields are outside the preferred freshness window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Truth Boundary

External gate remains unresolved for live deployment claims.

Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.