| # Model Card (Public, Non-Proprietary) | |
| ## What this is | |
| A high-level description of OddsFlow AI’s signal generation system for **auditability**. | |
| ## Intended use | |
| - Education + research-grade transparency | |
| - Public verification of **timestamps, markets, and outcomes** where available | |
| ## Not intended use | |
| - Not a promise of profit | |
| - Not betting tips | |
| - Not financial advice | |
| ## Inputs (high-level) | |
| - Match event streams (time-series context) | |
| - Odds snapshots (time-series) | |
| - League/fixture metadata | |
| ## Outputs (high-level) | |
| - Market: 1X2 / AH / OU | |
| - Selection + line (if applicable) | |
| - Timestamped signal log entry | |
| - Version tags (model + schema) | |
| ## Evaluation (public principles) | |
| We prefer: | |
| - Transparent sample definitions | |
| - Out-of-sample separation where possible | |
| - Robustness signals (e.g., CLV tracking) when published | |
| ## Known limitations | |
| - Football is noisy; models can be wrong | |
| - Data delays/missingness can degrade confidence | |
| - Market efficiency varies across leagues/periods | |
| ## Versioning | |
| - Every log entry includes a model version + schema version | |
| - Changelog maintained in `/changelog/CHANGELOG.md` | |