Validation and sensitivity

Comparator distribution

Unlike constructs; no calibration or cardinal subtraction

24rows

9fields

0geography identifiers

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What one row represents

scope-descriptor-comparator

Units: Percentiles of country rank correlations

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First 8 rows of 24. Choose the columns to inspect; the download includes every field.

Choose preview columns (9 available)

Scopescope	Familyfamily	Theoretical measuretheoretical_measure	Countriescountries	Median spearmanmedian_spearman	P10 spearmanp10_spearman	P90 spearmanp90_spearman	Min common occupationsmin_common_occupations	Max common occupationsmax_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 definitions

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Blank/NA means unavailable or not applicable unless an explicit status field states otherwise; numeric zero retains its stated publication/source meaning

Scopescope: Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition
Unit: see method/source
Familyfamily: Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition
Unit: see method/source
Theoretical measuretheoretical_measure: ILO, OECD, Eloundou or Felten theoretical-exposure column used on the common occupation sample; different constructs and scales
Unit: measure identifier
Countriescountries: Field retained in table schema; see docs/method_country.md, docs/country_statistics.md or docs/piaac_validation.md for its source-specific definition
Unit: see method/source
Median spearmanmedian_spearman: Median of finite within-country coefficients
Unit: correlation
P10 spearmanp10_spearman: 10th percentile of finite country coefficients, not confidence lower bound
Unit: correlation
P90 spearmanp90_spearman: 90th percentile of finite country coefficients, not confidence upper bound
Unit: correlation
Min common occupationsmin_common_occupations: Smallest common occupational sample across included coefficients
Unit: count
Max common occupationsmax_common_occupations: Largest common occupational sample across included coefficients
Unit: count

Technical provenance and reuse terms

Primary key: scope,family,theoretical_measure

Source table: outputs/evidence/comparator_distribution.csv

SHA-256: 712c0507d64440decdda41d4eed089bf40d59e8897533130ab938bdb96c3f875

Source attribution and reuse terms · Machine-readable manifest