# RO-Crate Normalization — VOICE

Generated by `d4d rocrate normalize`. Raw inputs are never modified;
re-running over unchanged inputs reproduces these outputs exactly.

## Inputs

- `metadata`: `data/ro-crate_packages/VOICE/raw/ro-crate-metadata.json`
- `datasheet`: `data/ro-crate_packages/VOICE/raw/ro-crate-datasheet.html`
- `score`: `data/ro-crate_packages/VOICE/raw/ai_ready_score.json`

## Outputs

- `metadata_reduced`: `data/ro-crate_packages/VOICE/processed/VOICE_crate_metadata_reduced.json`

## Validation


## Changes (73)

| Step | Action | Detail | Before | After |
|------|--------|--------|--------|-------|
| reduce-metadata | collapse | `https://w3id.org/EVI#outputs` on B2AI Voice: An ethically-sourced, diverse voice dataset lin… | 15 entries | summary of 15 |
| reduce-metadata | collapse-schema | `properties` on Static Features Schema; stub descriptions dropped, any real description preserved | 135 columns | summary of 135 |
| reduce-metadata | collapse-required | `required` on Static Features Schema repeated the property names | 135 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Phenotype Confounders Schema; stub descriptions dropped, any real description preserved | 547 columns | summary of 547 |
| reduce-metadata | collapse-required | `required` on Phenotype Confounders Schema repeated the property names | 547 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Phenotype Demographics Schema; stub descriptions dropped, any real description preserved | 547 columns | summary of 547 |
| reduce-metadata | collapse-required | `required` on Phenotype Demographics Schema repeated the property names | 547 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Adhd adult; stub descriptions dropped, any real description preserved | 21 columns | summary of 21 |
| reduce-metadata | collapse-required | `required` on Schema for Adhd adult repeated the property names | 21 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Airway stenosis; stub descriptions dropped, any real description preserved | 32 columns | summary of 32 |
| reduce-metadata | collapse-required | `required` on Schema for Airway stenosis repeated the property names | 32 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Amyotrophic lateral sclerosis; stub descriptions dropped, any real description preserved | 36 columns | summary of 36 |
| reduce-metadata | collapse-required | `required` on Schema for Amyotrophic lateral sclerosis repeated the property names | 36 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Anxiety; stub descriptions dropped, any real description preserved | 21 columns | summary of 21 |
| reduce-metadata | collapse-required | `required` on Schema for Anxiety repeated the property names | 21 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Benign lesions; stub descriptions dropped, any real description preserved | 23 columns | summary of 23 |
| reduce-metadata | collapse-required | `required` on Schema for Benign lesions repeated the property names | 23 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Bipolar disorder; stub descriptions dropped, any real description preserved | 25 columns | summary of 25 |
| reduce-metadata | collapse-required | `required` on Schema for Bipolar disorder repeated the property names | 25 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Cognitive impairment; stub descriptions dropped, any real description preserved | 33 columns | summary of 33 |
| reduce-metadata | collapse-required | `required` on Schema for Cognitive impairment repeated the property names | 33 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Copd and asthma; stub descriptions dropped, any real description preserved | 72 columns | summary of 72 |
| reduce-metadata | collapse-required | `required` on Schema for Copd and asthma repeated the property names | 72 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Depression; stub descriptions dropped, any real description preserved | 21 columns | summary of 21 |
| reduce-metadata | collapse-required | `required` on Schema for Depression repeated the property names | 21 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Glottic insufficiency; stub descriptions dropped, any real description preserved | 27 columns | summary of 27 |
| reduce-metadata | collapse-required | `required` on Schema for Glottic insufficiency repeated the property names | 27 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Laryngeal cancer; stub descriptions dropped, any real description preserved | 44 columns | summary of 44 |
| reduce-metadata | collapse-required | `required` on Schema for Laryngeal cancer repeated the property names | 44 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Laryngeal dystonia; stub descriptions dropped, any real description preserved | 41 columns | summary of 41 |
| reduce-metadata | collapse-required | `required` on Schema for Laryngeal dystonia repeated the property names | 41 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Laryngitis; stub descriptions dropped, any real description preserved | 40 columns | summary of 40 |
| reduce-metadata | collapse-required | `required` on Schema for Laryngitis repeated the property names | 40 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Muscle tension dysphonia; stub descriptions dropped, any real description preserved | 35 columns | summary of 35 |
| reduce-metadata | collapse-required | `required` on Schema for Muscle tension dysphonia repeated the property names | 35 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Parkinsons disease; stub descriptions dropped, any real description preserved | 58 columns | summary of 58 |
| reduce-metadata | collapse-required | `required` on Schema for Parkinsons disease repeated the property names | 58 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Precancerous lesions; stub descriptions dropped, any real description preserved | 44 columns | summary of 44 |
| reduce-metadata | collapse-required | `required` on Schema for Precancerous lesions repeated the property names | 44 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Ptsd adult; stub descriptions dropped, any real description preserved | 12 columns | summary of 12 |
| reduce-metadata | collapse-required | `required` on Schema for Ptsd adult repeated the property names | 12 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Unexplained chronic cough; stub descriptions dropped, any real description preserved | 32 columns | summary of 32 |
| reduce-metadata | collapse-required | `required` on Schema for Unexplained chronic cough repeated the property names | 32 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Unilateral vocal fold paralysis; stub descriptions dropped, any real description preserved | 33 columns | summary of 33 |
| reduce-metadata | collapse-required | `required` on Schema for Unilateral vocal fold paralysis repeated the property names | 33 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Custom affect scale; stub descriptions dropped, any real description preserved | 16 columns | summary of 16 |
| reduce-metadata | collapse-required | `required` on Schema for Custom affect scale repeated the property names | 16 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Dsm5 adult; stub descriptions dropped, any real description preserved | 41 columns | summary of 41 |
| reduce-metadata | collapse-required | `required` on Schema for Dsm5 adult repeated the property names | 41 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Dyspnea index; stub descriptions dropped, any real description preserved | 13 columns | summary of 13 |
| reduce-metadata | collapse-required | `required` on Schema for Dyspnea index repeated the property names | 13 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Gad7 anxiety; stub descriptions dropped, any real description preserved | 11 columns | summary of 11 |
| reduce-metadata | collapse-required | `required` on Schema for Gad7 anxiety repeated the property names | 11 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Leicester cough questionnaire; stub descriptions dropped, any real description preserved | 22 columns | summary of 22 |
| reduce-metadata | collapse-required | `required` on Schema for Leicester cough questionnaire repeated the property names | 22 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Panas; stub descriptions dropped, any real description preserved | 13 columns | summary of 13 |
| reduce-metadata | collapse-required | `required` on Schema for Panas repeated the property names | 13 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Phq9; stub descriptions dropped, any real description preserved | 13 columns | summary of 13 |
| reduce-metadata | collapse-required | `required` on Schema for Phq9 repeated the property names | 13 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Productive vocabulary; stub descriptions dropped, any real description preserved | 22 columns | summary of 22 |
| reduce-metadata | collapse-required | `required` on Schema for Productive vocabulary repeated the property names | 22 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Vhi10; stub descriptions dropped, any real description preserved | 14 columns | summary of 14 |
| reduce-metadata | collapse-required | `required` on Schema for Vhi10 repeated the property names | 14 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Recording; stub descriptions dropped, any real description preserved | 11 columns | summary of 11 |
| reduce-metadata | collapse-required | `required` on Schema for Recording repeated the property names | 11 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Stroop; stub descriptions dropped, any real description preserved | 64 columns | summary of 64 |
| reduce-metadata | collapse-required | `required` on Schema for Stroop repeated the property names | 64 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Winograd; stub descriptions dropped, any real description preserved | 282 columns | summary of 282 |
| reduce-metadata | collapse-required | `required` on Schema for Winograd repeated the property names | 282 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Eligibility; stub descriptions dropped, any real description preserved | 42 columns | summary of 42 |
| reduce-metadata | collapse-required | `required` on Schema for Eligibility repeated the property names | 42 entries | count only |
| reduce-metadata | collapse-schema | `properties` on Schema for Enrollment form; stub descriptions dropped, any real description preserved | 28 columns | summary of 28 |
| reduce-metadata | collapse-required | `required` on Schema for Enrollment form repeated the property names | 28 entries | count only |
