""" Shared epsilon-clamping utility. Validator requires scores strictly between 0 and 1: (0.001 … 0.999) """ EPSILON = 0.001 SCORE_MIN = EPSILON # 0.001 SCORE_MAX = 1.0 - EPSILON # 0.999 def clamp(score: float) -> float: """Clamp any score to (0.001, 0.999) — never exactly 0 or 1.""" try: v = float(score) except (TypeError, ValueError): return 0.5 # safe default for bad inputs if v != v: # NaN guard return 0.5 return max(SCORE_MIN, min(SCORE_MAX, v))