MJos Predictive Model | First manifestation of the Bangel Language

MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

MJOS-20260924-MJOS-PREDICTIVE-MODEL-GREY / Grey / Review draft

MJos Predictive Model - Terminology and reconciliation

New project sequence ยท proposed bindings

IF / HOW / THEN prediction using the MJ.23.R2 variance foundation and explicitly versioned comparability.

MJos Predictive Model / Grey

MJos Predictive Model | First manifestation of the Bangel Language
MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

PROJECT TERMINOLOGY
MJos Predictive Model: IF / HOW / THEN prediction using the MJ.23.R2 variance foundation and explicitly versioned comparability.

MJos Predictive Model: umbrella project and first manifestation of the Bangel Language in this edition.
Bangel Language: typed expression layer.
Elsa: compiler.
JP: independently admitted representation; preserve its actual versioned protocol.
Joanna: runtime and execution evidence.
MJ: separate permission and resource authority.
UNKNOWN: unavailable or unsupported value, never numerical zero.

PROJECT TYPES
- Observation: acquisition + availability times + value/Unknown + unit + provenance
- Forecast: horizon + scope + uncertainty + model identity
- Comparability: explicit contract
- GateVerdict: PASS | HOLD | DENY

PROFILE RULE
Keep case-sensitive neural r0/r9 distinct from uppercase R-state semantics. Historical MJ-PBMEF build IDs are provenance, not current company branding. Existing evidence profiles retain their source-specific meanings.

EVIDENCE LIMITS
- Forecasts are advisory and uncalibrated.
- A hosted software package is not a bootable OS.
- Existing source notice describes private inherited material; naming updates must preserve license/attribution boundaries.
- No real-workload forecast accuracy established by this review.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED