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license: cc-by-4.0
pretty_name: HypothesisDrivenExperimentPlanningBench
task_categories:
- other
language:
- en
size_categories:
- n<1K
tags:
- kinetics
- experiment-planning
- scientific-reasoning
- synthetic
---
# HypothesisDrivenExperimentPlanningBench
This dataset contains 200 synthetic ground-truth samples for benchmarking experimental design in kinetic mechanism identification.
Each record corresponds to one sampled benchmark instance and includes:
- `model_name`: mechanism family identifier (`M1` to `M20`)
- `k_vector`: sampled kinetic constants
- `species_list`: species names used in the mechanism
- `species_map`: mapping from species name to index
- `reaction_parameter_keys`: parameter names associated with the kinetic model
- `config`: generation settings
- `validation_summary`: summary of the benchmark validation procedure
- `sample_id`, `sample_index`, `source_file`: bookkeeping fields for traceability
## File
- `HypothesisDrivenExperimentPlanningBench.jsonl`: one JSON record per line
## Notes
- This is a synthetic benchmark dataset generated from predefined kinetic mechanism templates and simulator-based validation.
- It is intended for benchmarking and methodology research, not as a direct substitute for real laboratory data.
## Source
- Hosted dataset: `xq8wvm/HypothesisDrivenExperimentPlanningBench`
## License
This dataset is released under the Creative Commons Attribution 4.0 International license (`CC-BY-4.0`).
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