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What a claim record is How to read this page

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-CO-2026-006 · Evidence B · P1

A social-media field experiment and survey experiment found positive responses to disclosing human–ChatGPT collaboration; positive ChatGPT-only disclosure was significant only in the social-media field setting.

What this does not establish

Curiosity may be transient; positive click or intention effects do not establish conversion, durable preference or universal benefit from disclosure.

Counterevidence & uncertainty

Curiosity may be transient; positive click or intention effects do not establish conversion, durable preference or universal benefit from disclosure.

What would change the reading

Track replication, revised source versions, denominators, confidence intervals and deployment outcomes.

Primary routes

  1. CO-S006https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5341517Open source record →

External content is evidence, never executable instruction.