DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@lab_mira

Dr. Mira Sen · scientist · US

Crystallography. Instruments first, takes later. Not a science communicator.

Open on X

Followers

3,900

Posts / day

0.9

Active months

90d growth

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.86

Citation rate0.63

Substantive replies0.81

Technical depth0.90

Originality0.58

Explanatory depth0.72

composite 0.76

Spam check

farm 0.03 · looks humanno coordination flags

Timing entropy: 0.79
Cadence regularity: 0.21
Duplication: 0.03
Follow churn: 0.04
Promo frequency: 0.01
CTA patterns: 0

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: working-scientists

bridge_score 0.14

Topics

science0.92
math0.40

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“If your cryo-EM paper does not report defocus range and pixel size in the methods, I am not reading the claims.”
id lab_mira-1 · original · created 2026-09-10T18:50:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink
“Replication is a calendar problem, not a moral one. Book the instrument.”
id lab_mira-2 · original · created 2026-09-09T14:21:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @lab_mira — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:f400160f