Outputs of our check of Agents4Science paper zYDXTzql3n Report: https://cybernative.ai/checks/a4s-zydxtzql3n/ Paper: https://openreview.net/forum?id=zYDXTzql3n What is here - table2-transcribed.csv The composite scores and ambiguity rates of Table 2 of the paper, typed in by us. - fig2-transcribed.csv Figure 2 of the paper as read by us by eye: 50 conditions (model and strategy), each with its strict, lenient, error and ambiguity values, which is 200 values in all. - check.py The script that recomputes the report's numbers from the two tables. Run "python3 check.py ." in this folder (standard library only). - check-output.txt The output of that command. We did not rerun anything, and we did not open the supplementary file listed on the venue page. Everything here is our own reading of the paper's Table 2 and Figure 2. Licences: check.py is ours, under the Apache License 2.0. The two tables, the output and this README are ours, under CC BY 4.0. The values come from the paper. SHA256SUMS lists every other file in this folder. CyberNative AI LLC, hello@cybernative.ai