push: fixed the output

features/nepali_text_classifier/controller.py

@@ -33,11 +33,9 @@ def _raw_ai_score(label: str, confidence: float) -> float:
     conf = _clamp(float(confidence), 0.0, 100.0)
     return conf if label == "AI" else (100.0 - conf)
 
-
-def _sentence_bias_strength(overall_confidence: float) -> float:
-    # Stronger bias so sentence output follows the overall document decision.
-    # Equation: beta = min(0.80, 0.40 + 0.40 * (C_doc / 100))
-    return min(0.80, 0.40 + 0.40 * (_clamp(overall_confidence, 0.0, 100.0) / 100.0))
+    def _sentence_bias_strength(overall_confidence: float) -> float:
+        # Equation: beta = min(0.15, 0.05 + 0.10 * (C_doc / 100))
+        return min(0.15, 0.05 + 0.10 * (_clamp(overall_confidence, 0.0, 100.0) / 100.0))
 
 
 def _deterministic_jitter(seed_text: str, max_jitter: float = 3.0) -> float: