Martha Knutzen
Commissioner, San Francisco Aging and Adult Services CommissionWe identified Knutzen’s voice at five meetings.
Every roll call, and Knutzen’s other bodies
Present at 7 of 7 roll calls at the Aging and Adult Services Commission
- Aging and Adult Services Commission: talk time not compared. On a random sample of meeting time, between 56% and 82% of members' speech here carries a name; we rank when the low end reaches 60%.
Every meeting where we identified Knutzen’s voice
- Jul 1, 2026Aging and Adult Services Commission1.7 min14:18
- Jun 3, 2026Aging and Adult Services Commission2.0 min0:10
- May 6, 2026Aging and Adult Services CommissionBudget and spending3.0 min54:33
- Mar 4, 2026Aging and Adult Services Commission1.1 min1:07:29
- Jan 7, 2026Aging and Adult Services CommissionBudget and spending2.6 min9:36
How we identify who is speaking · blind check, pooled across five cities: of 340 commission lines drawn, 260 right, 4 wrong, 1 unclear, 75 couldn’t be judged
A meeting missing here means we couldn’t attribute the voice, not that Knutzen was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Martha Knutzen’s name only when both agree and a code check finds the name said on, or just before, their turn. Voices our transcripts merge with someone else’s are never attributed, so every count here undercounts what Knutzen said. For commissions, of 340 lines drawn, 260 were right, 4 wrong and 1 unclear, and the checkers couldn’t judge 75. We have since removed the voices behind 64 of those lines (3 wrong, 0 unclear, the rest we had already held for other reasons). Of the 276 lines we still publish, the checkers could judge 228: 226 right, 1 wrong and 1 unclear (90% lower bound 0.97). They couldn’t judge the other 48. The check is one sample pooled across the five cities, not of Knutzen or of San Francisco alone.