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Counter-argument discovery: showing arguments that contest "The pre-2012 upward trend in affective polarization driven by elite sorting and demographic change demonstrates that powerful non-algorithmic drivers were already producing rapid polarization growth at the start of the framing window, making it less likely that algorithmic curation independently contributed an additional 10% within 2012-2024.".clear

No counter-arguments yet.

Isonomia has no public argument on file that contests "The pre-2012 upward trend in affective polarization driven by elite sorting and demographic change demonstrates that powerful non-algorithmic drivers were already producing rapid polarization growth at the start of the framing window, making it less likely that algorithmic curation independently contributed an additional 10% within 2012-2024.". That's an honest empty — not a search failure. Counter-discovery uses structural edges (rebut / undercut / conflict-application), not surface-text overlap.

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