工赋Young · New materials optimization

Evidence & Experiment Console

Loading evidence…
Evidence classification loading

Registered evidence and publication status will be loaded from the authoritative snapshot.

Publication blocked

Current verified snapshot

System at a glance

Run —
Workflow state—Authoritative SQLite checkpoint
Lifecycle events—Append-only audit events
Immutable artifacts—Hash-verified evidence objects
Next-cycle rows——
Named role records—Registered role records
Recommended candidates—Bounded hypotheses, not instructions

Data interpretation

Candidate outcome space

Predicted candidates Returned evidence

Position shows the two predicted objectives. Proximity between predictions and returns is not prospective model validation.

Evidence readiness

Gate status

Engineering diagnostics

Baseline model checks

In-sample

R² and RMSE use separate scales and units. They are pipeline sanity checks—not generalization or publication evidence.

Closed-loop composition

Evidence mix

Only accepted rows enter the next-cycle dataset. Failed and censored rows remain preserved as immutable evidence but are not relabelled as successful targets.

Bounded optimization output

Candidate experiments

Expert review required
Ranked candidate experiments
RankScoreResin ratioCure tempCure timePredicted TgPredicted flexural

Immutable returned evidence

Accepted laboratory-result rows

Evidence class loading
Accepted laboratory result rows
RankEvidence classOutcomeTgFlexural strength

Deterministic control plane

Workflow, approvals & safety

No web authority
SQLite authority

Dashboard reads query-only. JSON and JSONL remain inspectable mirrors.

Three distinct reviewers

Domain scientist, laboratory safety and data owner identities must remain distinct.

Immutable release

Final approval, release, event and checkpoint commit in one transaction.

Evidence binding

Simulator jobs can only return synthetic evidence and cannot be relabelled measured.

Publication separation

Experiment approval never constitutes publication authorization.

Advisory AI only

The web agent cannot approve, release, dispatch, ingest or publish.

Append-only sequence

Lifecycle timeline

Release —

    Transparent provenance

    Sources, tools & licenses

    — sources

    Optional interpretation support

    Advisory evidence agent

    Cannot change state
    Evidence boundary

    The agent receives a bounded registered snapshot. It cannot call workflow tools or bypass deterministic gates.

    Configure an access token in Settings.

    Local operator preferences

    Agent settings

    Browser-local
    Deliberate exclusions

    There are no controls for approval, release, laboratory dispatch, result ingestion, evidence classification or publication. Those remain deterministic CLI/service responsibilities.