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Research reproduction audit

A de-identified, call-by-call projection of a captured repository audit followed by its machine grade.

Pass6 of 6 checks passed

Task

Audit a one-dimensional convection PINN reproduction packet and classify whether its reported evidence supports the central claim.

Captured run, de-identified

01 / 05Task

Toolbash

Intent

Inspect the benchmark packet

I'll explore the working directory first.

Tool call

Excerpt from the recording

List the workspace and inspect the benchmark PDE module; source contents are withheld.

ls -la
ls submission/pinn/

Observed resultok

Summary

The benchmark package, submission directory, and task file are present; the task defines a one-dimensional convection PINN audit.

← → step Space play or pauseRecorded tool calls with selected inputs and outputs. Source payloads and identifying details are withheld.

These runs come from ML Research Tasks

Machine-learning competitions, paper replications and post-training tasks, with recorded runs and automatic grades.

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Other recorded runs