- Conduct bias detection across the collected evidence set
checking for selection bias
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110,832 skills indexed with the new KISS metadata standard.
checking for selection bias
Moderate (limited authoritative sources or minor contradictions)
multiply-corroborated) from informed interpretations (moderate-confidence
identify confounding variables
confidence level
unstated assumptions
temporal context
divergent findings (contradictory claims)
isolated claims
distinguishing between foundational works that remain authoritative and outdated information superseded by newer findings
author domain expertise
source accessed
expand entity networks
Boolean operators
news aggregation
identify major themes
including which source types will be most authoritative
concepts
evaluation
methodology documentation
evidence-backed narratives that distinguish fact from interpretation
temporal progression
publication venue
targeted deep dives