Conclusion
The framing targets algorithmic content curation specifically, not the entire platform system, and both bundled deactivation and targeted feed experiments find null effects on affective polarization.
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[DEFENSE-REBUT → x2q50f] The framing document specifies the treatment as algorithmic content curation deployed by platforms, referring to feed ranking algorithms, not the entirety of platform features including messaging, groups, and social interaction. The 2024 Facebook and Instagram deactivation experiment with over 35,000 users found effects on affective and issue polarization precisely estimated and close to zero. Guess et al. (2023) isolated the algorithmic feed by replacing it with chronological ordering while keeping all other platform features intact, and also found null effects on affective polarization. Therefore, The framing targets algorithmic content curation specifically, not the entire platform system, and both bundled deactivation and targeted feed experiments find null effects on affective polarization. (Warrant: When both bundled deactivation and targeted feed-manipulation experiments find null effects on affective polarization, the confounding critique is moot.)
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- Is the literature really agreed that defects of kind K bias inferences in direction B, or is the bias direction itself contested?Open
- Does study S actually have defect D, or is the description of S inaccurate?Open
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- Has S (or a follow-up study) performed a robustness check or sensitivity analysis that addresses defect D directly?Open
- Is this critique applied consistently — i.e., would it apply to studies on the other side of the debate that share the same defect kind K?Open
- Is H supported by independent studies that do not share defect D, such that S's defect does not undermine H itself?Open
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