Principia

Principia CC — Openness to Experience

Principia (generated) · 2026 · Openness to Experience — tendency to be curious, imaginative, and open to new ideas and experiences

Principia CC Instrument · license CC0-1.0 · calibration pending
L1-generated (PRN-157): LLM-authored from construct + design rules + public-domain exemplars; passed the item-quality linter (≥B) + anti-derivative novelty gate. NOT yet empirically calibrated (PRN-158). Design-quality gated, not yet empirically validated — reliability and validity are earned from data. Pilot it via POST /api/v1/methods/item-calibration to calibrate.

Anatomy

Principia CC —Openness to ExperienceI often seek out unfamiliar exp…I find it hard to appreciate ab…I prefer familiar routines to v…I enjoy reading books outside m…I feel uncomfortable with chang…Openness toExperiencecontainsmeasuresitems
Fig. Principia CC — Openness to Experience → its items → the construct(s) they measure. Click a construct to follow it.

Measures this construct

Items

Each item shows its design grade (item-quality linter) and keying. Discrimination/difficulty appear once the instrument is calibrated on pilot data.

  1. I often seek out unfamiliar experiences. grade B (positive-keyed)
  2. I find it hard to appreciate abstract art. grade A (reverse-keyed)
  3. I prefer familiar routines to variety. grade A (reverse-keyed)
  4. I enjoy reading books outside my usual genres. grade A (positive-keyed)
  5. I feel uncomfortable with change. grade A (reverse-keyed)
  6. I often daydream about different possibilities. grade B (positive-keyed)
  7. I tend to avoid situations that are unpredictable. grade A (reverse-keyed)

Reliability & validity

Reliability
Not recorded
Validity
Not recorded

Items measuring this instrument

No canonical survey items linked to this instrument yet. Item-level dedup (PRN-050) derives canonical items from instruments that carry sample_items[]; coverage fills as the curator enriches instrument rows with item text.

Cited in

Citation linkage pending — no citations carry an explicit linked_entities.instruments reference to this row yet. See the general citation search for keyword matches.