Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
早在年初的E3大展中,《分裂细胞》就获得了官方颁发的“最佳动作/冒险游戏”奖项。这部由UbiSoft的Montreal工作室负责开发的游戏在欧美号称全面超越了《合金装备2》,看来我们没有理由不来关注一下这款XBOX/PC双平台的游戏大作了。喜欢《合金装备》类型游戏的玩家们一定在期盼它的到来吧?我虽然盼望了很久,但是直到最近才有时间玩,现在写攻略但是如果你想将《分裂细胞》和《合金装备》作一个谁优谁劣的比较,我觉得你大可不必这样,因为这两款脍炙人口的大作是隶属两种不同的风格,他的形成也是由两种不同的文化背景和主流思想所孕育的,大家不必为此争得面红耳赤,凡游戏必有优点和不足,以已之长比他人之短并不是个让人信服的举措!
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.005 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it