bibtex
Look up verified BibTeX entries from the StatsPAI citation database using bib keys; unknown keys return close matches to avoid fabricated references.
Instructions
Return verified BibTeX entries from paper.bib (StatsPAI's single source of truth for citations). Pass one or more bib keys (e.g. 'callaway2021difference'). NEVER invent citations -- call this tool instead. Unknown keys return an empty entry plus a list of close matches.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| keys | Yes | Bib keys to look up. Most estimators advertise their key in agent_card.reference. | |
| detail | No | Payload depth: 'minimal' (~150 tokens) for sub-step calls where only the point estimate is needed; 'standard' (~1K tokens) for diagnostics + coefficient table; 'agent' (~2K tokens, default) adds violations / next_steps / suggested_functions so the LLM can plan its next call without another round-trip. | agent |
| as_handle | No | If true, cache the fitted result on the server and return result_id + result_uri alongside the JSON payload so a subsequent tools/call can chain without re-running. | |
| data_path | No | Absolute path or URL to a data file. Supported: .csv / .tsv / .txt (delimited), .parquet / .pq, .feather / .arrow, .xlsx / .xls, .dta (Stata), .json / .jsonl. Schemes: file://, s3://, gs://, https://. | |
| result_id | No | Optional handle to a previously-fitted result (returned by an earlier call when as_handle=true). Tools that operate on a fitted object accept this in place of re-supplying data_path + columns. | |
| data_columns | No | Optional column projection. Parquet/Feather/Stata loaders honour this for fast partial reads. | |
| data_sample_n | No | Optional uniform random subsample size (seed=0, deterministic) — useful on huge panels. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||