MJos Predictive Model | First manifestation of the Bangel Language
New project sequence ยท proposed bindings
Foundational formulas, observational lifecycle, governance roles and source records.
Early Works / Teal MJos Predictive Model | First manifestation of the Bangel Language MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida IF / HOW / THEN IF The purpose, inputs, units, evidence origin and current profile are declared. HOW Bind the source identity, compare only eligible observations, preserve uncertainty and review the evidence ceiling. THEN Return a scoped result, HOLD for missing evidence, or DENY for a failed permission boundary. EVIDENCE GATES Bind the request to its exact source/profile and permitted scope. Validate required fields and units before comparison. Preserve UNKNOWN and reject incompatible or stale evidence. A failed authority check remains DENY; absent supporting evidence remains HOLD. PROJECT-SPECIFIC CONSTRAINTS - Historic test counts and frozen source identities remain dated evidence, not fresh verification. RECONCILIATION Store the actual result separately from a later outcome. Append discrepancies without changing the earlier prediction or receipt. This is a newly authored documentary logic contract, not a report of an executed Bangel adapter. EVIDENCE LIMITS - Historic test counts and frozen source identities remain dated evidence, not fresh verification.