Add CC BY 4.0 license and source credits

README.md

@@ -1,14 +1,15 @@
 ---
 language: []
+license: cc-by-4.0
 pretty_name: Perch Benchmark Results
 viewer: false
 ---
 
 # Perch benchmark results
 
-This benchmark compares [TypeSafe's Jev](https://typesafe.ai/blog/introducing-system-one-models-and-jev), a [System One classifier](https://typesafe.ai/), with other classifiers on finding bugs and security issues in individual code methods. Each record contains a method before and after a transaction change, plus input adapted from a [Perch scan](https://github.com/lakeday-org/perch): method source, imports, callers, callees, and static call-graph edges where available. Models score each version independently, without seeing the repair. Benign reference methods are included, so a `before` method is not automatically positive.
+This benchmark measures how well a model finds bugs and security issues in a single code method, and how often it flags clean code. Each record contains a method before and after a code change, plus input adapted from a [Perch scan](https://github.com/lakeday-org/perch): method source, imports, callers, callees, and static call-graph edges where available. Models score each version independently, without seeing the repair. Benign reference methods are included, so a `before` method is not automatically positive.
 
-Pairs come from open-source projects in Rust, JavaScript, TypeScript, Python, Go, Java, C, C++, C#, PHP, and other languages. Bug, security, and user-written semantic lint rules are separate tracks. Public and private splits are disjoint by source repository.
+Pairs come from open-source projects in Rust, JavaScript, TypeScript, Python, Go, Java, C, C++, C#, PHP, and other languages. Bug, security, and user-written semantic lint rules are separate tracks. Public and private splits are disjoint by source repository. Any classifier or LLM can be scored with the command adapter under [Files and reproduction](#files-and-reproduction).
 
 ## Inference source
 
@@ -211,3 +212,7 @@ violation cutoff. Each side receives only its own context. Timeouts and refusals
 are recorded as failed requests, without a probability score. The six-set local
 run used 24 workers and a request limiter of 1.5 million estimated input tokens
 per minute. Recorded method elapsed times include client throttling and rate-limit backoff. The public manifest contains only the three public sets.
+
+## License
+
+Results, predictions, the question pack and this card: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Scripts (`*.py`, `*.mjs` and `adapters/`): MIT. The pair data lives in the [bug](https://huggingface.co/datasets/perchscan/bug-pairs-public), [security](https://huggingface.co/datasets/perchscan/security-pairs-public) and [lint](https://huggingface.co/datasets/perchscan/perch-lint-bench-public) datasets, each with its own license and source credits.