Validation and sensitivity
Comparator distribution
Unlike constructs; no calibration or cardinal subtraction
24rows
9fields
0country / area identifiers
CSVcomplete download
What one row represents
scope-descriptor-comparator
Key: scope,family,theoretical_measure
Units: Percentiles of country rank correlations
Preview
First 8 rows. The download contains all 24 rows.
| scope | family | theoretical_measure | countries | median_spearman | p10_spearman | p90_spearman | min_common_occupations | max_common_occupations |
|---|---|---|---|---|---|---|---|---|
| all_May | direct_occupation_share | eloundou_gpt4_beta | 121 | 0.5414477447324443 | 0.3425797814951087 | 0.6986289863575862 | 412 | 412 |
| all_May | direct_occupation_share | eloundou_human_beta | 121 | 0.5967330707771914 | 0.34927314366505047 | 0.7456210954388602 | 412 | 412 |
| all_May | direct_occupation_share | felten_aioe | 121 | 0.5429596199769223 | 0.29047582459842497 | 0.702942892925276 | 411 | 411 |
| all_May | direct_occupation_share | felten_language_aioe | 121 | 0.5514565089830775 | 0.2857445297055945 | 0.7293514461600223 | 411 | 411 |
| all_May | direct_occupation_share | ilo_mean_theoretical_exposure | 121 | 0.5377526969540581 | 0.3197451451967974 | 0.6481419020934698 | 406 | 406 |
| all_May | direct_occupation_share | oecd_exposure | 121 | -0.04884149129472311 | -0.15280993980604896 | 0.018418715797311167 | 411 | 411 |
| all_May | task_coverage | eloundou_gpt4_beta | 121 | 0.4185075110416587 | 0.2128808226378554 | 0.6359805293916567 | 412 | 412 |
| all_May | task_coverage | eloundou_human_beta | 121 | 0.4808322244938584 | 0.2311302188235887 | 0.6914205081162034 | 412 | 412 |
Field dictionary
| Field | Unit | Definition | Missingness |
|---|---|---|---|
| scope | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| family | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| theoretical_measure | measure identifier | ILO, OECD, Eloundou or Felten theoretical-exposure column used on the common occupation sample; different constructs and scales | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| countries | see method/source | Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| median_spearman | correlation | Median of finite within-country coefficients | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| p10_spearman | correlation | 10th percentile of finite country coefficients, not confidence lower bound | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| p90_spearman | correlation | 90th percentile of finite country coefficients, not confidence upper bound | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| min_common_occupations | count | Smallest common occupational sample across included coefficients | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
| max_common_occupations | count | Largest common occupational sample across included coefficients | Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning |
Provenance and reuse
Frozen source table: outputs/evidence/comparator_distribution.csv
Download SHA-256: 712c0507d64440decdda41d4eed089bf40d59e8897533130ab938bdb96c3f875
Component-specific source terms apply. Read the attribution and reuse terms. Missing values retain the source meaning; a zero does not override an explicit publication status.
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