books and movies ought not to deal so much with the sordid and seamy side of life they ought to concentrate on themes that are entertaining…

CITM_5335906bc7c1 · 1 source instrument · 1 surface variant

Normalized stem

books and movies ought not to deal so much with the sordid and seamy side of life they ought to concentrate on themes that are entertaining or uplifting

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. Books and movies ought not to deal so much with the sordid and seamy side of life: they ought to concentrate on themes that are entertaining or uplifting.

Appears in

California F Scale - Form 78

INST_cd7df0161f68

Books and movies ought not to deal so much with the sordid and seamy side of life: they ought to concentrate on themes that are entertaining or uplifting.

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