【世界东方风自作曲大合作】梦与今昔的时之川 ~ Circulating Civilized Cloud-Cuckoo-Land. P3 Part III 珍珠沙
Bibliographic record
Abstract
由中外多名东方爱好者共同完成的，东方风自作曲企划！ 秘封二人在从过去废墟之上新生而成的“生态公园”中，进行的交织着过去与未来，想象与现实的梦幻旅程。 ------Staff----- 策划：灵猫子，H2SO4 曲绘：喵叽 故事：Sharia_Vanilla 作曲： 第一组：AnnyJuly->ZXBOLI->H2SO4->残实->灵猫子 第二组：Teru->泠音绮->SD->Frankenstein->DayStars 第三组：romantic tp->11->理科 第四组：RickyRister - Canada->Electroll - Singapore->Synthmusic Solstice - The Netherlands->Armand - France->Ceppuka - Finland 混音：ZXBOLI，SD，11，Cepukka，Armand，Electroll
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.
How this classification was reachedexpand
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.868 | 0.010 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".