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Updated: Jun 13, 2025

Demonstration of the Sequence Alignment to Predict Across Species Susceptibility Tool for Rapid Assessment of Protein Conservation

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Published on: February 10, 2023

Improving reproducibility through condition-based sensitivity assessments: application, advancement and prospect.

Felix Schäfer¹, Lukas Lückemeier¹, Frank Glorius¹

¹Universität Münster, Organisch-Chemisches Institut Corrensstraße 36 48149 Münster Germany glorius@uni-muenster.de.

Chemical Science

|September 12, 2024

Summary

Scientific reproducibility is hampered by poor standardization and transparency. This study examines sensitivity screening strategies to enhance the practicality and reliability of chemical methodologies.

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Last Updated: Jun 13, 2025

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Data Acquisition Protocol for Determining Embedded Sensitivity Functions

Data Acquisition Protocol for Determining Embedded Sensitivity Functions

Published on: April 20, 2016

Area of Science:

Chemical methodology
Scientific reproducibility
Laboratory standardization

Background:

Inconsistent reproducibility in scientific reports is a significant challenge.
Lack of standardization and transparency hinders the adoption of new synthetic methods.
Variability in experimental outcomes across different labs is a known issue.

Purpose of the Study:

To provide a detailed examination of sensitivity screening strategies.
To offer customized recommendations for improving chemical methodology.
To enhance the practicality and reliability of scientific findings.

Main Methods:

Analysis of sensitivity screening approaches.
Assessment of strategies for varying applications.
Exploration of diverse research group applications.

Main Results:

Identification of key factors influencing reaction outcomes.
Evaluation of different sensitivity screen strategies.
Demonstration of improved methodology practicality.

Conclusions:

Sensitivity screening is crucial for enhancing chemical method reproducibility.
Standardized approaches improve the reliability of scientific results.
This work provides actionable recommendations for chemists.