Cinthya Muñoz Ramos
Tenant Representative, Oakland Housing, Residential Rent and Relocation BoardWe identified Ramos’ voice at five meetings.
Every meeting where we identified Ramos’ voice
- Sep 10, 2026Housing, Residential Rent and Relocation Board11.4 min1:08:01
- Aug 13, 2026Housing, Residential Rent and Relocation Board6.1 min19:42
- Mar 12, 2026Housing, Residential Rent and Relocation Board0.4 min15:43
- Feb 12, 2026Housing, Residential Rent and Relocation Board5.9 min1:22:39
- Jan 8, 2026Housing, Residential Rent and Relocation Board1.2 min56:45
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 Ramos was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Cinthya Muñoz Ramos’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 Ramos 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 Ramos or of Oakland alone.