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AO3 Qscore

Autosorting 'Quality' Indicator trained on 11k+ works. Very generous with small fics, rewards engagement over popularity (bookmarks/collections/comments/kudos vs. hits) with a perfect 0-100 score spread. Sort & position toggles included.

当前为 2025-08-30 提交的版本,查看 最新版本



點此查看下載連結位址https://update.greasyfork.org.cn/scripts/535088/1651981/AO3%20Qscore.user.js

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作者
C89sd
评分
0 0 0
版本
2.4
创建于
2025-05-06
更新于
2025-08-30
大小
22.3 KB
许可证
暂无
适用于


Autosort: Toggle ⇊|⇅ (sorted|default).
Indicator position: Toggle ⇱|⇲ (top|bottom), dodges the year in corner (outdated pic); stands out more and stays visible on fics collapsed by @Min_'s Kudosed-history. Toggles do not need reloading. Colors have automatic dark mode.
Dimming: Applied to low-confidence. Can choose your own minimums atop the code, but disable updates.


v2.3: Switched to GAM score {Bk,Col,Ku} instead of Polynomial score {Bk,Col,Com,Ku} (comments no longer used). A toggle G|P at the top lets you switch between them. (ignore the first wave, it's gated.)


v2.0:
• Log() Engagement metrics (bookmarks/collections/comments/kudos) selected due to high correlation with my top favorite fics. By comparison the classic (x/hits) metrics feel completely random:

• 2nd-degree polynomial quantile regressions (P10, P50, and P90) of the 3 selected metrics pairs:
For each pair, an individual score is computed by:
    ◦ Deriving a skewed normal distribution from the polynomial contours.
    ◦ Z-score calculation based on its deviation from the P50 center-line.
    ◦ Converted into a 0-100 inverted percentile rank via NCDF.

• Final score == Max of all 3 reliable scores, gated by minimum stat counts.
The score is mapped to a perfect 0-100 percentile rank via ECDF normalization for uniform scoring.