Frontline
AI Woke Score
No detectable agenda — story first.
confidence: medium
Audience Score
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The Verdict
Frontline is a long-running PBS investigative documentary series, not a work of fiction, so most identity-messaging axes simply don't apply. Its mission to act as 'a catalyst for change' gives it a mild advocacy posture, but it delivers reported journalism rather than scripted identity messaging. Individual episodes vary in subject matter; the series as a whole is essentially clean on these axes.
What the AI Flagged
Each axis scored 0–100, with the receipts. The headline score weights the worst offense, so a single egregious element isn't diluted by the rest.
Identity Swaps
0A documentary journalism series with no fictional characters to swap.
Girlboss & Male Demotion
0Nonfiction public-affairs program; no scripted characters or gendered narrative framing.
LGBTQ+ / Trans / Non-Binary Content
15As a long-running documentary series, individual episodes have covered LGBTQ+ topics journalistically, but it is not a defining feature of the series.
DEI Casting
0Documentary series with no casting in the dramatic sense; subjects reflect real-world reporting.
Preachiness
20Investigative journalism that 'serves as a catalyst for change' has an advocacy bent, but it presents reported documentary content rather than scripted sermonizing.
- Stated goal to 'extend the impact of the documentary beyond its initial broadcast by serving as a catalyst for change'
Anti-Masculinity / Anti-West
5No consistent anti-masculine or anti-Western framing as a message; topical reporting varies episode to episode.
Source Betrayal
0Original documentary series with no source material to betray.
Audience Reviews
Discussion
Cast & Crew
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