Automated README summary
Automatically summarized from the README on 3 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
BizzJev is a C# experimental project and demo for Nordbo Telecom that turns free-text customer feedback into multiple independent semantic signals using TypeSafe Jev, with a Semantic Operations Lab and a Decision Pipeline.
How it uses Jev
Jev answers typed questions over customer text: independent Noul gates for signals like billing, churn, or cancellation; and in the Decision Pipeline a Choice (owning team), a Score (urgency 0–3), and a Noul (cancellation intent). Probabilities feed a deterministic C# policy that maps them to NO/REVIEW/YES or recommendations.
Primitives:choicescorenoul
Technique worth stealing
Separate Jev semantic signals from business policy thresholds; use REVIEW as a human fallback for uncertain signals.
Try it
Requires .NET 10 SDK, TypeSafe API key, internet. Run SET_API_KEY.bat, then start the lab.
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-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
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 material0.81
- Shows a System One patternnot found in the excerpt0.18
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolunclear0.51
- Top-10 learning shortlist signalnot found in the excerpt0.19
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale0.20 / 2
- About JevFound in material0.98
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 3 Oct 2026.