1 reporting.scorer.q1_learning_dynamics

reporting.scorer.q1_learning_dynamics

Immutable presentation of admitted Q1 learning-dynamics tables.

This builder accepts detached analysis frames, never checkpoints or raw stores. It preserves their observations as scalar tables and maps them directly to Plotly marks. The shared exporter/cold reader owns portable artifact integrity.

1.1 Functions

Name	Description
build_q1_dynamics_snapshot	Seal scalar findings and figures without reacquisition or re-estimation.

1.1.1 build_q1_dynamics_snapshot

reporting.scorer.q1_learning_dynamics.build_q1_dynamics_snapshot(
    tables,
    *,
    root,
    source_sha256,
    protocol_sha256,
)

Seal scalar findings and figures without reacquisition or re-estimation.

source_sha256 independently binds the admitted analysis manifest. The protocol identity is additional provenance, not evidence admission. Required table schemas are consumed explicitly; a missing completed evaluation is not synthesized from another checkpoint or backend.

# reporting.scorer.q1_learning_dynamics { #aria_nbv.reporting.scorer.q1_learning_dynamics }

`reporting.scorer.q1_learning_dynamics`

Immutable presentation of admitted Q1 learning-dynamics tables.

This builder accepts detached analysis frames, never checkpoints or raw stores.
It preserves their observations as scalar tables and maps them directly to
Plotly marks. The shared exporter/cold reader owns portable artifact integrity.

## Functions

| Name | Description |
| --- | --- |
| [build_q1_dynamics_snapshot](#aria_nbv.reporting.scorer.q1_learning_dynamics.build_q1_dynamics_snapshot) | Seal scalar findings and figures without reacquisition or re-estimation. |

### build_q1_dynamics_snapshot { #aria_nbv.reporting.scorer.q1_learning_dynamics.build_q1_dynamics_snapshot }

```python
reporting.scorer.q1_learning_dynamics.build_q1_dynamics_snapshot(
    tables,
    *,
    root,
    source_sha256,
    protocol_sha256,
)
```

Seal scalar findings and figures without reacquisition or re-estimation.

``source_sha256`` independently binds the admitted analysis manifest. The
protocol identity is additional provenance, not evidence admission. Required
table schemas are consumed explicitly; a missing completed evaluation is not
synthesized from another checkpoint or backend.