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Distribution-level metrics have an implicit dependence on the representativeness and size of the reference set—if the reference distribution itself is biased, the evaluation conclusions will shift accordingly.
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10/14/2026
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UnverifiedThe distributional shift is driven by two key factors: the recipient's prior weight and the candidate evidence skew.73% similarUnverified'Measurement Bias' in questionnaire design refers to the way question wording, option order, and scale extremity systematically influence responses, skewing the distribution toward the direction preset by the designer.70% similarUnverified影响因子、h指数等主流学术评价指标天然偏向引用率高的基础发现类论文，使工艺开发类研究处于劣势70% similarUnverifiedSensitivity stemming from the evaluation method may arise from the scoring rubric favoring certain phrasings, a single reference answer format, or an automatic evaluator that parses output format too rigidly.69% similar
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