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Add capability to support Collection and Default experiment during parsing (#223)

* Add configurable collection type for parser with COLLECTION as default (#222)

* Initial plan

* Add collection_type parameter to parser infrastructure

- Add collection_type parameter to run_parser() with default value "COLLECTION"
- Add --collection-type CLI option with choices between COLLECTION and DEFAULT_EXPERIMENT
- Update tests to cover both collection types and default behavior
- Update documentation to explain the new parameter

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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: JosePizarro3 <112697669+JosePizarro3@users.noreply.github.com>

* Minor check in run_parser for collection_type

Fixes on documentation

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