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Lab Methods & Standards
32 posts
Repeatability vs Reproducibility: The Testing Terms to Know
One key to reliable testing lies in understanding repeatability versus reproducibility, and discovering how they impact your results will change your approach.
The Difference Between Observation and Conclusion (And Why It Matters)
Perceiving the difference between observation and conclusion is crucial to accurate reasoning, and understanding why it matters can transform your decision-making process.
Lab Standards: How GearOil Lab Classifies Evidence
Investigating evidence at GearOil Lab relies on strict standards that ensure accurate classification—discover how these protocols shape forensic results.
Uncertainty 101: How to Report Results Without Overclaiming
Knowledge of proper reporting techniques reveals how to communicate uncertainty effectively and avoid overclaiming—discover the key strategies that can transform your results.
The Confounders Checklist: How to Avoid Fake “Oil Wins”
When navigating oil market signals, uncover hidden confounders to avoid fake wins—discover how to build your own confounders checklist now.
How to Write a Repeatable Field Test Plan (Without Lab Equipment)
Aiming to create a reliable field test plan without lab tools involves key strategies—discover how to ensure your tests are consistent and effective.
Data Logging Sampling Rate: The Setting That Changes Conclusions
Meta description: “Maximize your data accuracy by mastering sampling rates—discover how this crucial setting can alter your conclusions and why it matters.
Thermal Imaging Basics: How to Interpret Gearbox Hot Spots
Aiming to master thermal imaging, learn how to interpret gearbox hot spots to identify early faults and prevent costly failures.
IR Thermometer Emissivity: Why Your Readings Look Random
Surface emissivity variations cause inconsistent IR thermometer readings, but understanding how to adjust settings can improve your accuracy and reliability.