Provenance record

The hidden cost of flexible work in academia: women do more parenting

Nature (tier 1, academic) 2026-11-05T00:00:00.000Z Original ↗

Discourse valence

-50

Adverse

confidence 80% · 1 item

-100

-50

+50

+100

-50

Adverse readingFavourable reading

Single-model reading. This item did not meet the threshold for a multi-model panel.

Employment and displacement Human agency and epistemics Concentration of power

Excerpt as ingested

Nature, Published online: 05 November 2026; doi:10.1038/d41586-026-03568-0 Policies designed to keep women in the workforce could be entrenching gendered parenting roles.

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	-50	80%	4979ms	v1.0.0 / m1.0.1	2026-11-05 12:17

Llama 3.3 70B · reading

Policies entrench gendered parenting roles, affecting women's careers.

evidence: reported horizon: n/a

Evidence extracted

Policies designed to keep women in the workforce could be entrenching gendered parenting roles.

The chain

SOURCE     Nature (tier 1)
   ↓
DOCUMENT   71b98397-7b04-4244-90a3-8b636cae8bb5
           https://nature.com/articles/d41586-026-03568-0
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      -50  (Adverse)
   ↓
CONFIDENCE 80%