Provenance

Sources and methodology

Nothing here is invented. Every statement you answer is traceable to a published, public-domain item bank, and every score is produced by a fixed formula you can check.

How scoring works

Each assessment uses 12 statements answered on a five-point accuracy scale. Positively keyed items score as answered; negatively keyed items are reversed (6 minus your answer). The 12 item scores are summed into a raw score between 12 and 60, then normalised to 0–100 with (raw − 12) / 48 × 100.

No language model is involved in producing your score. AI is used only to phrase reflections on top of numbers that were already computed deterministically.

Content version 1.0.0 · scoring version 1.0.0. Results are stored with the versions used, so historic results stay interpretable.

Source register

IPIP items and scales are in the public domain. Interpretations, category structure, design and development content are our own and are not endorsed by IPIP or its authors.