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Exploratory framework assesses cognitive manipulation risk in text using performance metrics and cognitive processing.
Version 1.8 of the R8 preprint. Changes from v1.7: (1) title updated to reflect exploratory scope; (2) Abstract shortened with System 1 cognitive processing framing added; (3) APA 7th edition reference formatting applied throughout; (4) display math for CMI formula and sigmoid equation; (5) corrected performance metrics (Recall=35.2%, F1=51.8) and inter-rater reliability values (Claude Sonnet 4.6: κ=0.231; Gemini 2.5 Flash: κ=0.103); (6) Japanese translation added. Source markdown files included for reproducibility.
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Takahiro Saito (2026) studied this question.
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