The authors propose a reflexive ethics protocol for AI analyses of platform data that maps how technical choices at four pipeline stages can enact new vulnerabilities, illustrated by quantifying child presence in monetized family vlogs.
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Thionine intercalates into DNA at low concentrations and switches to groove and electrostatic binding at higher ones, raising thermal stability in both regimes.
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From Vulnerable Data Subjects to Vulnerabilizing Data Practices: Navigating the Protection Paradox in AI-Based Analyses of Platformized Lives
The authors propose a reflexive ethics protocol for AI analyses of platform data that maps how technical choices at four pipeline stages can enact new vulnerabilities, illustrated by quantifying child presence in monetized family vlogs.
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Analysis of DNA thermal stability across a broad range of thionine concentrations
Thionine intercalates into DNA at low concentrations and switches to groove and electrostatic binding at higher ones, raising thermal stability in both regimes.