The 2004 Directory on the Ministry of Bishops: Reflections on Episcopal Governance in a Time of Crisis
Bibliographic record
Abstract
Le present article se penche sur des aspects choisis du ministere des eveques consideres comme les principaux dirigeants des dioceses, eux-memes concus comme des communautes sacramentelles de croyants. L'A. souleve des questions theologiques et canoniques au sujet de la direction episcopale au sein de l'Eglise locale. De quel genre de direction episcopale a-t-on besoin pour s'attaquer de facon responsable aux problemes auxquels se voit confrontee l'Eglise d'aujourd'hui? L'article souligne certains facteurs correlatifs qu'il considere comme pertinents a un gouvernement episcopal responsable au plan ecclesial. A titre de point de reference cle, l'A. se sert du Directoire pour le ministere pastoral des eveques de 2004, Apostolorum succcessores, qu'il compare sur certains points au directoire precedent de 1973, Ecclesiae imago.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.013 | 0.009 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".