# bixbench-cli / bix-26-q5

- taskset: [bixbench-cli](https://harnessreport.com/tasks/bixbench-cli.md)
- difficulty: hard
- category: computational_biology
- language: 
- runnable from the site: no
- agent timeout: 3600s

## Results by harness

_none yet_

## Instruction

```
Here is the question you need to address:

<question>
In P. aeruginosa KEGG pathway enrichment analysis, how many pathways are significantly enriched under iron-depleted conditions but show no significant enrichment under innate media conditions? Significantly enriched pathways are defined as have an absolute log fold change greater than 1.5 and an adjusted p-values less than 0.05.
</question>


Perform data analysis in /workspace/notebook.py to analyze data files in /workspace/

Submit your final answer as a single string with your short answer in /workspace/answer.txt
IMPORTANT: Wrap your answer in XML tags <answer> </answer>
Example output:
```
echo "<answer>Your concise answer to the question</answer>" > /workspace/answer.txt
```
Remember, the final file should contain all necessary artifacts (plots, tables, print outputs) to solve the task provided.


General Guidelines:
- Write small to medium-sized chunks for easier debugging.
- Check dataframe shapes before printing. Use head() for large dataframes.

AVOID USING PLOTS/IMAGES. USE TABLES AND PRINT OUTPUTS INSTEAD AS MUCH AS POSSIBLE.
```
---
Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. Every page is also `.md` and `.json`; index: https://harnessreport.com/llms.txt · MCP: https://harnessreport.com/mcp