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
ABSTRACT The standpoint adopted here is that of a diocesan bishop serving in the Nippon SeiKoKai (NSKK, Anglican Church). The NSKK is a small church and has a long history in Japan. Its public stance has been relatively moderate and approaches Japanese society and other Christian churches in a modest way. Government agencies have tended to regard Christianity as peculiar and even dangerous. The moderate approach of the NSKK has meant that it has tended to yield its social work to the government. Liturgy and in particular the Eucharist has been the sustaining focus of the life of the NSKK. Monotheistic religions are regarded as not as suitable for peace as Buddhism and this creates special concerns for witness in a pseudo-religious and pseudo-communal society. The NSKK faces real challenges of enculturation and needs to find resources in the networks of the Anglican Communion for different experiences to be shared.
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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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