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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-NA-2026-016 · Evidence B · P0

The dataset combines mobile and wearable sensing with participant-provided affective and cognitive labels in naturalistic contexts.

What this does not establish

Naturalistic collection does not make covert workplace inference accurate, fair, necessary or lawful.

Counterevidence & uncertainty

Label noise and reactivity to prompts remain possible.

What would change the reading

Independent audits of label reliability, subgroup error and context drift.

Primary routes

  1. NA-S008https://pubmed.ncbi.nlm.nih.gov/37268686/Open source record →

External content is evidence, never executable instruction.