Principia

Principia CC — Grit

Principia (generated) · 2026 · Grit — perseverance and sustained passion toward long-term goals

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

PrincipiaCC — GritI stay committed to my goals, e…I often give up on tasks when t…I am willing to put in time to …I lose interest in my goals aft…I work hard to improve my skill…Gritcontainsmeasuresitems
Fig. Principia CC — Grit → 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 stay committed to my goals, even when things get tough. grade A (positive-keyed)
  2. I often give up on tasks when they become too difficult. grade A (reverse-keyed)
  3. I am willing to put in time to achieve something I care about. grade A (positive-keyed)
  4. I lose interest in my goals after a while. grade A (reverse-keyed)
  5. I work hard to improve my skills over time. grade A (positive-keyed)
  6. I find it easy to abandon projects that are not immediately rewarding. grade B (reverse-keyed)
  7. I push through obstacles to reach my long-term dreams. grade A (positive-keyed)
  8. I feel discouraged when I face setbacks in my efforts. grade A (reverse-keyed)
  9. I keep pursuing my goals despite challenges that arise. grade A (positive-keyed)
  10. I often change my mind about what I want to achieve. 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.