Principia

my manager provides helpful guidance and mentorship

CITM_22544449973b · 0 source instruments · 1 surface variant

Normalized stem

my manager provides helpful guidance and mentorship

Normalization rule (PRN-050): lowercase, strip non-word/space punctuation, collapse whitespace, trim. Used for fast dedup matching across the instrument corpus.

Normative benchmark

No normative benchmark yet for this item. Item-level norms require per-respondent response distributions; they populate from published norms where available and sharpen as anonymized, aggregated deployment responses are contributed (the benchmark flywheel).

Surface variants

The verbatim item text as it appeared in each source instrument. Cross-instrument variation is preserved here; the normalized form above is the dedup key.

  1. My manager provides helpful guidance and mentorship.

Appears in

No source-instrument back-pointers resolved. This can happen when the underlying instrument row was retired or the source-item tag shape pre-dates the PRN-050 encoder.

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_22544449973b and via the MCP gateway as principia.items.lookup.

my manager provides helpful guidance and mentorship · Principia