FINDING #4049 · UNIT ID 1351843765
Instituto-IA-LNCC/manaca-1b-base
LLM aberto e reprodutível para o Português do Brasil An Open, Reproducible Brazilian-Portuguese Language Model
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
7% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
7.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-09-06 · FORK-RETENTION 0.0% · 7 STARS / WINDOW
Author Audience
AUDIENCE
50
FOLLOWERS
15
OWNER ★
110
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 7 / 7 (DIVERSITY 1.00)
Why This Is A Finding
Instituto-IA-LNCC/manaca-1b-base собрал 7 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 50. Это даёт surprise-индекс 0.0781 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 18% OF 4935 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4935 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY7.009.00-2.00ABOVE 29%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS6464-458ABOVE 4%
SURPRISE0.080.01+0.07ABOVE 89%