# Contributions (CRediT) — to be confirmed by all coauthors before circulation

Author order used in the draft (UQO convention of the team's earlier WP 17): **Manel Kammoun, Djerrycharli (Charlie) Tandjambianda, Simon-Pierre Boucher**. The project brief proposed *Tandjambianda, Boucher, Kammoun*. **Open decision — the team must choose.** Affiliations, ORCID and corresponding author also to be confirmed.

| Contribution (CRediT) | Kammoun | Tandjambianda | Boucher |
|---|---|---|---|
| Conceptualization | to confirm | to confirm | to confirm |
| Methodology (EDGAR corpus, SPID pipeline) | to confirm | to confirm | yes (code, Oct. 2026 extension) |
| Software / data curation (Russell 3000 build) | — | — | yes |
| Validation design | to confirm | to confirm | yes (protocol) |
| Writing – original draft (WP 28) | — | — | yes |
| Writing – review & editing | to confirm | to confirm | yes |
| Funding / supervision | to confirm | to confirm | to confirm |

Nothing in this table attributes a role that has not been explicitly confirmed; cells marked "to confirm" are placeholders, not claims. The June 2026 methodological study (Tandjambianda, Boucher, Kammoun) and the S&P 500 release are prior joint work of the three authors.