Review of Jonathan L. Reed, <em>The HarperCollins Visual Guide to the New Testament</em> [Review of the book <em>The HarperCollins Visual Guide to the New Testament: What Archaeology Reveals About the First Christians</em>, by J. L. Reed]
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
Jonathan Reed begins the first chapter of The HarperCollins Visual Guide to the New Testament with the assertion that "archaeology is imperative for the study of the New Testament." This much most students of the New Testament and early Christian literature would grant. But how and to what degree is archaeology important to biblical studies is less clear and can be at times a contentious issue. The expectation that archaeology should provide proof of the historical reliability of the New Testament has for decades sent many a would-be Indiana Jones off in search of this or that biblical site with inconclusive if not entirely disappointing results.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.008 | 0.004 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.009 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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