FINDING #9529 · UNIT ID 1369493694
Tencent/WeVisDoc
WeVisDoc is an end-to-end document parser for page images. Fine-tuned from Qwen3-VL-2B-Instruct and Qwen3-VL-4B-Instruct, it turns a page into structured Markdown, with LaTeX formulas and HTML tables.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
18.73
ACCEL
-0.62
RETENTION
13.1%
PEAK 2026-09-20 · FORK-RETENTION 83.3% · 562 STARS / WINDOW
Author Audience
AUDIENCE
542,256
FOLLOWERS
14,922
OWNER ★
542,087
Engagement Signals
FORKS
26
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 562 / 562 (DIVERSITY 1.00)
Why This Is A Finding
Tencent/WeVisDoc собрал 562 звёзд за окно, тогда как у автора всего 14,922 подписчиков — эффективная аудитория ≈ 542,256. Это даёт surprise-индекс 0.0000345 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 83.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 2% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 2%
VELOCITY18.733.80+14.93ABOVE 88%
RETENTION13.1%20.3%-7.2 PPABOVE 33%
FORKS26138-112ABOVE 18%
SURPRISE0.000.01-0.01ABOVE 3%