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
The account of Judas’s death in Matthew’s Gospel yields opposite readings. In the traditional reading, Judas’s death is damning: his suicide enacts his self-exclusion from the salvation promised in Jesus. More recently, scholars have sought to rehabilitate Judas. Far from cementing his condemnation, Judas’s death is a sign of his repentance, even heroism, and points toward redemption. Matthew’s use of Scripture is, I propose, illuminating for the debate. Matthew 27:9 applies to the episode a quotation from Zechariah attributed (famously) to Jeremiah. Scholarly attention has focused on the problem of (mis)attribution. I argue, rather, that the “mistake” is useful: in calling up both Zech 11 and Jeremiah, Matthew sets the death of Judas within a particular scriptural history. A close reading of Jer 19 together with Zech 11 reveals a dense interweaving of vocabulary and themes, an intertextuality that informs Matt 27. Themes of innocent blood and defilement emerge in all three, and Judas’s problematic “repentance” finds in LXX Zechariah’s use of μεταμέλομαι a precursor that opens up the debate. Against this scriptural background, Judas’s death unfolds as a story not of one man only but of a people and a land, a story set within Israel’s larger story in which both devastation and hope—indeed restoration—may, in the blood of Jesus, be true.
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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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