Bibliographic record
Abstract
The second issue of volume two of the Journal of the Council for Research on Religion (JCREOR) came out of a colloquium in honour of Professor Emeritus Douglas John Hall, entitled “Christian Theology after Christendom: Engaging the Thought of Douglas John Hall.” The event was held at McGill University in November 2019, hosted by the McGill School of Religious Studies and Emmanuel College in the University of Toronto. These articles were chosen for this issue because of their focus on themes central to the corpus of Douglas Hall’s work. While some engage his work directly, others raise interesting questions and concerns related to the theme. These articles should be considered as an accompaniment to the volume of papers published in 2021 by Lexington Books/Fortress Academic and entitled Christian Theology after Christendom: Engaging the Thought of Douglas John Hall, edited by Patricia G. Kirkpatrick and Pamela R. McCarroll.
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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 | 0.004 | 0.017 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.009 | 0.006 |
| Insufficient payload (model declined to judge) | 0.419 | 0.351 |
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".