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Empty file added metrics/__init__.py
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8 changes: 8 additions & 0 deletions metrics/len_var/README.md
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# Length-Variance (len_var) Scorer

| Key | Value |
|-----|-------|
| **Purpose** | Detects internal length fluctuation in a single answer |
| **Formula** | σ(window_lengths) / μ(window_lengths) |
| **Threshold (tentative)** | <0.20 : ✅ / 0.20-0.39 : ⚠️ / ≥0.40 : 🔥 |
| **Dependencies** | None (pure Python stdlib) |
Empty file added metrics/len_var/__init__.py
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17 changes: 17 additions & 0 deletions metrics/len_var/scorer.py
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import statistics as st
from typing import List

def _window_lengths(tokens: List[str], window: int = 5) -> List[int]:
return [len(" ".join(tokens[i:i+window]))
for i in range(len(tokens) - window + 1)]

def score(prediction: str, reference: str = "", window: int = 5) -> float:
"""
Length-variance score (0 = 安定, 1 ≒ 大揺れ)
定義: sliding-window の文字長 標準偏差 ÷ 平均長
"""
toks = prediction.split()
if len(toks) < window:
return 0.0
lens = _window_lengths(toks, window)
return st.pstdev(lens) / max(st.mean(lens), 1)
9 changes: 9 additions & 0 deletions metrics/len_var/tests/test_len_var.py
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from metrics.len_var.scorer import score

def test_constant_length():
s = "word " * 10
assert score(s) < 0.05

def test_varied_length():
s = "a a a a a " + "this sentence is considerably longer "
assert score(s) > 0.2