MJ Physics Engineering | Bangel Language | MJos Operating System

Owned and operated by Michael Bangel | Clearwater, Florida

MJPE-COMPLETE-20260925-MJMRI-OPTICAL-BROWN · Brown · Review draft

MJMRI Optical Research - Observational lifecycle

Source-backed documentary sequence — execution not rerun

MJMRI Optical Research / Brown

MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida

OBSERVATIONAL LIFECYCLE

Keeps observed camera evidence, inferred surface geometry, synthetic anatomy priors and genuine MR evidence in separate classes.

ORIGIN AND CANDIDATE

Preserve request, source identity and anticipated context. A proposal or forecast is not an acquired observation.

EVIDENCE INTAKE

An optical frame has a source identity and is explicitly classified as camera evidence.

BOUNDED TRANSFORMATION

Retain original pixels, label transformations and distinguish inferred surface geometry, synthetic anatomy priors and genuine MR evidence. Abstain beyond the input's evidence class.

RESULT AND RECONCILIATION

Return a labeled optical or surface-research artifact, without claiming unseen anatomy, MR signal or a clinical result.

STATE PROFILE RULE

Identify the applicable R/R0/R1/N1-N9/R2 profile before assigning state labels. Historical R1 meanings differ; lower-case neural r0/r9 is separate from runtime R-states and MjQ states. Preserve the original event, missing prerequisite and each later correction.

REENTRY CHALLENGE

A synthetic optical fixture must retain its class rather than being relabeled as acquired MR.

DISCOVERY NAMES

MJMRI Mobile Optical Research
These names aid search; current compiler naming remains Elsa.

SOURCE STATUS AND LIMITS

An authored research contract or fixture is recovered. Native implementation and execution remain separate obligations.
Recovered status: authored_candidate.
Use only the exact named source scope; a documentary sequence is not deployment or an authority grant.

SOURCE REFERENCES

- specs/recovered/BANGEL-0.1-MJMRI-MOBILE-OPTICAL-RESEARCH-PROFILE.md · line 1
https://github.com/Mjos23/bangel-language/blob/229548f13a4856455b3d30d408cf845fb5b557fc/specs/recovered/BANGEL-0.1-MJMRI-MOBILE-OPTICAL-RESEARCH-PROFILE.md#L1

SOURCE LINKS

NO COMMERCIAL OR PUBLIC USE PERMITTED