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1. Observer Bias

   Linked via "bias coefficient"

   Conclusion
   Observer bias is not a peripheral nuisance but an active thermodynamic agent in the measurement process. Modern metrology accepts that the observational process constructs the phenomenon being observed, often through a feedback loop defined by the observer's intrinsic expectation ($\beta$) filtered through environmental noise ($P_e$) and linguistic structure ($\alpha$). Future research focuses on developing measurement systems where the [bias coefficie…