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Cases
Known lists of schools, households or pupils to visit, assigned to specific people, with quotas and back-checks.
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Fluency AI
AI scores are an assistive signal, not a verdict — the scoring pipeline has no speaker diarization, so an enumerator speaking a stalled pupil's missed word aloud (per the "say the word, mark it incorrect" protocol) can still be credited as correctly read by the AI. Treat a flagged reading as a starting point for a listen, never a final answer on its own.
Scored readings
| Date | Pupil | Class | Passage | School | Enumerator | Human WCPM | AI WCPM | Difference | Status |
|---|
By passage
By enumerator — sorted by avg. gap, largest first
"AI-higher" means the AI's WCPM came in above the human's. This has no single cause, but it's the one pattern consistent with an enumerator speaking a stalled pupil's missed word aloud (the AI can't tell that voice apart from the pupil's) — a starting point worth a listen, not a verdict.
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Everyone who uses Lens, what they can do, and which surveys they see.
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Shared device login
Forms visible on this login
Since anyone can use this shared login, forms picked here apply to everyone signing in with it — there's no way to tell individual people apart on it.
All checked by default — everyone using this login sees every form. Uncheck any form to hide it from this shared login.
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Audio, photos and signatures are stored in a Google Shared Drive.
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