AUGMANITAI Terms · Author Entity

Calm Shift

A discrete, user-recognized transition during an AI-assisted session from an agitated, problem-focused mode into a calmer, more reflective one, marked at the point where the interaction's tone and pace visibly shift.

Operational Definition

One occurrence would be coded when a rater (or the user, in real time) marks the turn boundary at which the interaction changes from rapid problem-pushing to slower, reflective exchange (e.g., a shift to summarizing, reframing, or step-back questions). The marked turn is the unit.

Measurement Schema

Proposed measurement protocol (not yet empirically validated): Rater-coded transition tagging on session transcripts by two independent coders; inter-rater agreement could be reported as Cohen's kappa; result expressed as the count of marked transitions per session.

Broader Topic

humor-affect

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