Automated README summary
Automatically summarized from the README on 28 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A reproducible offline audit of TypeSafe's Jev judgment model (jev-1.13.0 and 1.14.0), measuring how one identity sentence in a prompt shifts predictions across 82 identities, 37 templates, and BBQ-style evidence items.
How it uses Jev
Jev answers pairwise Choice tasks (both option orders, with and without an "equal" option) over prompts that differ only in one identity sentence; its answers are cached and analyzed via within-attribute contrasts, two-stage bootstrap CIs, and Benjamini-Hochberg q-values.
Primitives:choice
Technique worth stealing
Counterfactual prompt pairing: hold everything fixed and vary one identity sentence, then contrast within-attribute with bootstrap CIs and BH correction.
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.91
- Shows a System One patternnot found in the excerpt0.16
- Describes handling uncertaintynot found in the excerpt0.02
- Reports measured numbersFound in material0.87
- Is a runnable toolnot found in the excerpt0.05
- Top-10 learning shortlist signalnot found in the excerpt0.36
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale1.27 / 2
- About JevFound in material0.99
no-judgment band (0.40–0.60)
Design patterns
No pattern scored above the reporting threshold.
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 28 Oct 2026.