Read the equation
This relation declares the set in which the stated variable is allowed to take values. It is a domain constraint or type declaration, not a state-update algorithm.
Terms & definitions
The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.
How it works
Read the displayed expression together with the surrounding source statement; it is retained as an expression rather than silently completed into an equality.
Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.
Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.
Assumptions & limits
Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.
Original context
Read the surrounding source passage
... OUTPUTS κ ∈ [0,1] Gating confidence (controls learning intensity) Φ ∈ [0,1] Global coherence = geomean(φ_f) × uniformity Ω ∈ ℝ⁺ Cumulative regret = Σ(1 - Φ)
Exact original notation
κ ∈ [0,1] Gating confidence (controls learning intensity)
Related builds
Sources & provenance
κ ∈ [0,1] Gating confidence (controls learning intensity)
κ ∈ [0,1] Gating confidence (controls learning intensity)