Technological Innovation Scale
“Innovations that make your existing production processes or equipment outdated.”
CITM_15f1a5993873 · 1 source instrument · 1 surface variant
innovations that make your existing production processes or equipment outdated
Normalization rule (PRN-050): lowercase, strip non-word/space punctuation, collapse whitespace, trim. Used for fast dedup matching across the instrument corpus.
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).
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.
“Innovations that make your existing production processes or equipment outdated.”
Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_15f1a5993873 and via the MCP gateway as principia.items.lookup.