CLAIMBOUND / SOURCE-PUBLICATION EVIDENCE

Labor markets

70 distinct source statements, not 70 independently proven facts. 70 results use an official primary source; 0 retain their explicitly limited Wikidata publication boundary.

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CB7K-DOM095-C01registry slot CB7K-DOM095-T01-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

1. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 21

Narrow public claim

Amidst tight labour market conditions and a decline in inflation, real wages are now growing on an annual basis in many countries, although they are below their 2019 levels in about half of them.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 21
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Amidst tight labour market conditions and a decline in inflation, real wages are now growing on an annual basis in many countries, although they are below their 2019 levels in about half of them.
CB7K-DOM095-C02registry slot CB7K-DOM095-T01-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

2. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 21

Narrow public claim

In May 2024, total employment was 3.8% higher than before the COVID-19 crisis, while the OECD unemployment rate was at 4.9%, after a record low of 4.8% in September 2023.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 21
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
In May 2024, total employment was 3.8% higher than before the COVID-19 crisis, while the OECD unemployment rate was at 4.9%, after a record low of 4.8% in September 2023.
CB7K-DOM095-C03registry slot CB7K-DOM095-T01-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

3. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 22

Narrow public claim

A special emphasis is placed in this chapter on job quality in OECD countries, as other aspects of jobs, beyond wages, need to be monitored to assess what has happened to workers’ overall well-being following the COVID-19 pandemic and the recent cost-of-living crisis.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 22
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
A special emphasis is placed in this chapter on job quality in OECD countries, as other aspects of jobs, beyond wages, need to be monitored to assess what has happened to workers’ overall well-being following the COVID-19 pandemic and the recent cost-of-living crisis.
CB7K-DOM095-C04registry slot CB7K-DOM095-T01-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

4. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 22

Narrow public claim

Earnings quality, one of the three key indicators of the OECD Job Quality framework, was generally better across the OECD in 2022 than in 2015.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 22
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Earnings quality, one of the three key indicators of the OECD Job Quality framework, was generally better across the OECD in 2022 than in 2015.
CB7K-DOM095-C05registry slot CB7K-DOM095-T01-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

5. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 23

Narrow public claim

The chapter is organised as follows: Section 1.1 reviews recent labour market developments across the OECD countries; Section 1.2 reports on recent wage developments, including an update on statutory minimum wages and negotiated wages; and finally, Section 1.3 presents the latest OECD job quality indicators and analyses trends in these indicators since 2015.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 23
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
The chapter is organised as follows: Section 1.1 reviews recent labour market developments across the OECD countries; Section 1.2 reports on recent wage developments, including an update on statutory minimum wages and negotiated wages; and finally, Section 1.3 presents the latest OECD job quality indicators and analyses trends in these indicators since 2015.
CB7K-DOM095-C06registry slot CB7K-DOM095-T01-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

6. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 23

Narrow public claim

Labour markets have proven resilient in the wake of adverse shocks Global GDP growth has been moderate, but relatively resilient in 2023 despite the negative shocks from Russia’s war of aggression against Ukraine and the sharp tightening of monetary policy to tackle high inflation.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 23
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Labour markets have proven resilient in the wake of adverse shocks Global GDP growth has been moderate, but relatively resilient in 2023 despite the negative shocks from Russia’s war of aggression against Ukraine and the sharp tightening of monetary policy to tackle high inflation.
CB7K-DOM095-C07registry slot CB7K-DOM095-T01-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

7. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 24

Narrow public claim

By May 2024, on average across the OECD, women’s total employment had grown about 2 percentage point more than men’s, reaching 5.3% above its pre-crisis level.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 24
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
By May 2024, on average across the OECD, women’s total employment had grown about 2 percentage point more than men’s, reaching 5.3% above its pre-crisis level.
CB7K-DOM095-C08registry slot CB7K-DOM095-T01-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

8. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 24

Narrow public claim

Total employment stabilised in 2023 in the OECD Series seasonally adjusted data, selected OECD countries Reading: Panel B shows the difference in the growth rate of total employment between men and women since Q4 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 24
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Total employment stabilised in 2023 in the OECD Series seasonally adjusted data, selected OECD countries Reading: Panel B shows the difference in the growth rate of total employment between men and women since Q4 2019.
CB7K-DOM095-C09registry slot CB7K-DOM095-T01-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

9. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 25

Narrow public claim

The unemployment rate for the OECD was already at its pre-COVID-19 level in January 2022 – before Russia’s full-scale invasion of Ukraine.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 25
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The unemployment rate for the OECD was already at its pre-COVID-19 level in January 2022 – before Russia’s full-scale invasion of Ukraine.
CB7K-DOM095-C10registry slot CB7K-DOM095-T01-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

10. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 25

Narrow public claim

Since then, the unemployment rate declined by a further 0.4 percentage points and stood at 4.9% in May 2024 after a record low of 4.8% in September 2023.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 25
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Since then, the unemployment rate declined by a further 0.4 percentage points and stood at 4.9% in May 2024 after a record low of 4.8% in September 2023.
CB7K-DOM095-C11registry slot CB7K-DOM095-T02-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

11. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 26

Narrow public claim

Colombia, Costa Rica and the United Kingdom are the only three OECD countries where the labour force participation rate is below its pre-COVID-19 level by more than a percentage point.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 26
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Colombia, Costa Rica and the United Kingdom are the only three OECD countries where the labour force participation rate is below its pre-COVID-19 level by more than a percentage point.
CB7K-DOM095-C12registry slot CB7K-DOM095-T02-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

12. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 26

Narrow public claim

Countries are ordered by descending order of the percentage point change in labour force participation rates in Q4 2019-Q1 2024 (Panel A).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 26
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Countries are ordered by descending order of the percentage point change in labour force participation rates in Q4 2019-Q1 2024 (Panel A).
CB7K-DOM095-C13registry slot CB7K-DOM095-T02-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

13. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 27

Narrow public claim

The average decline in hours worked since Q4 2019 across all countries with available data is rather small – just above 1%.3 In most countries, this decline follows a trend that pre-dates the COVID-19 crisis, though with some notable accelerations in Austria, Finland, Hungary, Ireland, Korea, the Slovak Republic and Spain.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 27
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
The average decline in hours worked since Q4 2019 across all countries with available data is rather small – just above 1%.3 In most countries, this decline follows a trend that pre-dates the COVID-19 crisis, though with some notable accelerations in Austria, Finland, Hungary, Ireland, Korea, the Slovak Republic and Spain.
CB7K-DOM095-C14registry slot CB7K-DOM095-T02-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

14. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 27

Narrow public claim

Among the five countries where hours worked had been increasing before the COVID-19 crisis, only the Netherlands, Portugal and the United States, saw a decline of more than 1% in the aftermath of the pandemic.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 27
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Among the five countries where hours worked had been increasing before the COVID-19 crisis, only the Netherlands, Portugal and the United States, saw a decline of more than 1% in the aftermath of the pandemic.
CB7K-DOM095-C15registry slot CB7K-DOM095-T02-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

15. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 28

Narrow public claim

In Q4 2023, among the countries with available data, vacancy to-unemployed ratios were below their peak in all countries where they had increased considerably after the COVID-19 crisis.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 28
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
In Q4 2023, among the countries with available data, vacancy to-unemployed ratios were below their peak in all countries where they had increased considerably after the COVID-19 crisis.
CB7K-DOM095-C16registry slot CB7K-DOM095-T02-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

16. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 29

Narrow public claim

For Hungary and Latvia, the number of vacancies per unemployed remains always below its Q4 2019 level and consequently there is no peak during the period considered.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 29
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
For Hungary and Latvia, the number of vacancies per unemployed remains always below its Q4 2019 level and consequently there is no peak during the period considered.
CB7K-DOM095-C17registry slot CB7K-DOM095-T02-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

17. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 29

Narrow public claim

For the United States, a vacancy is defined as a job that is not filled on the last business day of the month and a job is considered open if a specific position exists and there is work available for it, the job can be started within 30 days, and there is active recruiting for the position.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 29
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
For the United States, a vacancy is defined as a job that is not filled on the last business day of the month and a job is considered open if a specific position exists and there is work available for it, the job can be started within 30 days, and there is active recruiting for the position.
CB7K-DOM095-C18registry slot CB7K-DOM095-T02-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

18. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 30

Narrow public claim

In several sectors (mostly high-skill ones) and countries, labour shortages had been steadily increasing well before the COVID-19 pandemic − at least since the Global Financial Crisis.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 30
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
In several sectors (mostly high-skill ones) and countries, labour shortages had been steadily increasing well before the COVID-19 pandemic − at least since the Global Financial Crisis.
CB7K-DOM095-C19registry slot CB7K-DOM095-T02-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

19. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 30

Narrow public claim

Further indication for the United Kingdom suggests indeed that workers might have directed their search away from sectors that were badly hit during the COVID-19 crisis 2.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 30
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Further indication for the United Kingdom suggests indeed that workers might have directed their search away from sectors that were badly hit during the COVID-19 crisis 2.
CB7K-DOM095-C20registry slot CB7K-DOM095-T02-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

20. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 31

Narrow public claim

Economic growth in the OECD is expected to remain unchanged in 2024 and strengthens modestly in 2025, with marginal increase in unemployment and slowdown of employment growth Global growth, which slowed in the second half of 2023, is expected to stabilise and then pick up slightly through 2024-25.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 31
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Economic growth in the OECD is expected to remain unchanged in 2024 and strengthens modestly in 2025, with marginal increase in unemployment and slowdown of employment growth Global growth, which slowed in the second half of 2023, is expected to stabilise and then pick up slightly through 2024-25.
CB7K-DOM095-C21registry slot CB7K-DOM095-T03-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

21. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 32

Narrow public claim

Data on selected countries for different wage indicators and posted wages in online vacancies suggest that real wage growth has continued to improve in the first months of 2024.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 32
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Data on selected countries for different wage indicators and posted wages in online vacancies suggest that real wage growth has continued to improve in the first months of 2024.
CB7K-DOM095-C22registry slot CB7K-DOM095-T03-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

22. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 33

Narrow public claim

Real hourly wage is estimated by deflating the nominal hourly wage by the consumer price index (CPI-all items) which is adjusted, for the purpose of this analysis, using the X-13ARIMA-SEATS Seasonal Adjustment Method.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 33
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Real hourly wage is estimated by deflating the nominal hourly wage by the consumer price index (CPI-all items) which is adjusted, for the purpose of this analysis, using the X-13ARIMA-SEATS Seasonal Adjustment Method.
CB7K-DOM095-C23registry slot CB7K-DOM095-T03-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

23. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 34

Narrow public claim

The last available data point is April 2024 for Finland, Hungary, Japan, Norway and the United Kingdom; and May 2024 for Iceland and the United States.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 34
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The last available data point is April 2024 for Finland, Hungary, Japan, Norway and the United Kingdom; and May 2024 for Iceland and the United States.
CB7K-DOM095-C24registry slot CB7K-DOM095-T03-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

24. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 34

Narrow public claim

Real wage growth is “increasing” (“decreasing”) where the year-on-year percentage change in the average real wage over January to April 2024 is higher (lower) than the year-on-year percentage change in the average real wage over July to December 2023.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 34
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Real wage growth is “increasing” (“decreasing”) where the year-on-year percentage change in the average real wage over January to April 2024 is higher (lower) than the year-on-year percentage change in the average real wage over July to December 2023.
CB7K-DOM095-C25registry slot CB7K-DOM095-T03-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

25. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 36

Narrow public claim

Further agreements are expected to be renewed in 2024 which might have a significant impact on the dynamics of negotiated wages in the coming quarters.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 36
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Further agreements are expected to be renewed in 2024 which might have a significant impact on the dynamics of negotiated wages in the coming quarters.
CB7K-DOM095-C26registry slot CB7K-DOM095-T03-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

26. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 36

Narrow public claim

Statistics are representative of all employees covered by a collective wage agreement for Austria, Belgium, the Euro Area (20), France, Germany, Italy, the Netherlands, Sweden, and the United States.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 36
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Statistics are representative of all employees covered by a collective wage agreement for Austria, Belgium, the Euro Area (20), France, Germany, Italy, the Netherlands, Sweden, and the United States.
CB7K-DOM095-C27registry slot CB7K-DOM095-T03-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

27. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 37

Narrow public claim

The real value of the statutory minimum wage was below its level of 2019 in two countries – Israel and the United States.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 37
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The real value of the statutory minimum wage was below its level of 2019 in two countries – Israel and the United States.
CB7K-DOM095-C28registry slot CB7K-DOM095-T03-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

28. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 37

Narrow public claim

Canada (weighted) is a Laspeyres index based on minimum wage of provinces and territories (excluding the Federal Jurisdiction) weighted by the share of employees of provinces and territories in 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 37
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Canada (weighted) is a Laspeyres index based on minimum wage of provinces and territories (excluding the Federal Jurisdiction) weighted by the share of employees of provinces and territories in 2019.
CB7K-DOM095-C29registry slot CB7K-DOM095-T03-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

29. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 38

Narrow public claim

As inflation moderated, these real gains generally persisted over 2023 and were then strengthened by the new wave of nominal adjustments of January 2024.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 38
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
Maintainer run only; no independent operator rerun is registered.
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Exact source quote
As inflation moderated, these real gains generally persisted over 2023 and were then strengthened by the new wave of nominal adjustments of January 2024.
CB7K-DOM095-C30registry slot CB7K-DOM095-T03-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

30. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 39

Narrow public claim

OECD is the unweighted average of the 33 OECD countries shown in this chart (not including Chile, Colombia, Israel, Switzerland and Türkiye). †: There are missing industries: Arts, entertainment and recreation is not included for the United States; Human health and social work and Education are not included for France. ‡: Average weekly earnings are used for the United Kingdom.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 39
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom095_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
OECD is the unweighted average of the 33 OECD countries shown in this chart (not including Chile, Colombia, Israel, Switzerland and Türkiye). †: There are missing industries: Arts, entertainment and recreation is not included for the United States; Human health and social work and Education are not included for France. ‡: Average weekly earnings are used for the United Kingdom.
CB7K-DOM095-C31registry slot CB7K-DOM095-T04-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

31. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 39

Narrow public claim

Between 2019 and 2023, real wage growth was stronger for the low- and mid-pay groups by education in four of the five countries (Costa Rica, Mexico, the United Kingdom, and the United States).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 39
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Between 2019 and 2023, real wage growth was stronger for the low- and mid-pay groups by education in four of the five countries (Costa Rica, Mexico, the United Kingdom, and the United States).
CB7K-DOM095-C32registry slot CB7K-DOM095-T04-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

32. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 40

Narrow public claim

In fact, they report a reduction in the college premium and a remarkable compression of the wage distribution which counteracted almost 40% of the four-decade increase in aggregate inequality between the 10th and 90th percentile.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 40
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
In fact, they report a reduction in the college premium and a remarkable compression of the wage distribution which counteracted almost 40% of the four-decade increase in aggregate inequality between the 10th and 90th percentile.
CB7K-DOM095-C33registry slot CB7K-DOM095-T04-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

33. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 41

Narrow public claim

As real wages recover, unit profit growth has slowed down and even turned negative in some countries In the aftermath of the COVID-19 crisis, unit labour costs10 increased in most OECD countries as growth in nominal wages exceeded productivity growth.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 41
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
As real wages recover, unit profit growth has slowed down and even turned negative in some countries In the aftermath of the COVID-19 crisis, unit labour costs10 increased in most OECD countries as growth in nominal wages exceeded productivity growth.
CB7K-DOM095-C34registry slot CB7K-DOM095-T04-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

34. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 41

Narrow public claim

This pattern has become more pronounced in 2023, when unit labour costs increased more than unit profits in 25 countries.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 41
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
This pattern has become more pronounced in 2023, when unit labour costs increased more than unit profits in 25 countries.
CB7K-DOM095-C35registry slot CB7K-DOM095-T04-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

35. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 43

Narrow public claim

An update on job quality As other aspects of jobs, beyond wages, need to be monitored to assess what has happened to workers’ overall well-being following the COVID-19 pandemic and the recent cost-of-living crisis, this section provides an update on job quality drawing on the conceptual framework developed by the OECD, which was then adopted by the G20.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 43
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom095_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
An update on job quality As other aspects of jobs, beyond wages, need to be monitored to assess what has happened to workers’ overall well-being following the COVID-19 pandemic and the recent cost-of-living crisis, this section provides an update on job quality drawing on the conceptual framework developed by the OECD, which was then adopted by the G20.
CB7K-DOM095-C36registry slot CB7K-DOM095-T04-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

36. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 43

Narrow public claim

This is defined in terms of the unemployment risk13 and unemployment insurance; it measures the expected monetary loss associated with becoming and staying unemployed as a share of previous earnings by taking account of the mitigating role of public unemployment insurance (in terms of coverage of the benefits and their generosity).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 43
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom095_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This is defined in terms of the unemployment risk13 and unemployment insurance; it measures the expected monetary loss associated with becoming and staying unemployed as a share of previous earnings by taking account of the mitigating role of public unemployment insurance (in terms of coverage of the benefits and their generosity).
CB7K-DOM095-C37registry slot CB7K-DOM095-T04-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

37. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 44

Narrow public claim

Finally, in the few countries where earnings quality was stable or slightly decreased between 2015 and 2021 (Belgium, Ireland, Italy, Spain and Switzerland) the pattern was mainly due to a slight increase in wage inequality that was not offset by the rise in average earnings, except for Greece where lower average earnings between 2015 and 2021 drove the decrease in earnings quality.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 44
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Finally, in the few countries where earnings quality was stable or slightly decreased between 2015 and 2021 (Belgium, Ireland, Italy, Spain and Switzerland) the pattern was mainly due to a slight increase in wage inequality that was not offset by the rise in average earnings, except for Greece where lower average earnings between 2015 and 2021 drove the decrease in earnings quality.
CB7K-DOM095-C38registry slot CB7K-DOM095-T04-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

38. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 44

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OECD is the unweighted of the 32 OECD countries with data available in 2022 shown in this chart (not including Chile, Colombia, Costa Rica, Iceland, Israel and Türkiye).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 44
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
OECD is the unweighted of the 32 OECD countries with data available in 2022 shown in this chart (not including Chile, Colombia, Costa Rica, Iceland, Israel and Türkiye).
CB7K-DOM095-C39registry slot CB7K-DOM095-T04-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

39. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 45

Narrow public claim

These declines in earnings quality are generally driven by a reduction in average real earnings – even if higher earnings inequality also played a role in Estonia, Ireland, Luxembourg, the Netherlands,17 New Zealand and Portugal.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 45
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
These declines in earnings quality are generally driven by a reduction in average real earnings – even if higher earnings inequality also played a role in Estonia, Ireland, Luxembourg, the Netherlands,17 New Zealand and Portugal.
CB7K-DOM095-C40registry slot CB7K-DOM095-T04-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

40. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 45

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This positive pattern was driven by both lower unemployment rates and higher unemployment insurance: on average, the expected monetary loss associated with unemployment decreased by 1.9 percentage points between 2015 and 2022 for the OECD area.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 45
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
This positive pattern was driven by both lower unemployment rates and higher unemployment insurance: on average, the expected monetary loss associated with unemployment decreased by 1.9 percentage points between 2015 and 2022 for the OECD area.
CB7K-DOM095-C41registry slot CB7K-DOM095-T05-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

41. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 47

Narrow public claim

More women than men experienced job strain, but the differences are small (13.3% on average for women against 12.7% for men), except for a few countries where further analysis would be necessary to explore the factors driving the gap, notably composition effects (see below).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 47
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
More women than men experienced job strain, but the differences are small (13.3% on average for women against 12.7% for men), except for a few countries where further analysis would be necessary to explore the factors driving the gap, notably composition effects (see below).
CB7K-DOM095-C42registry slot CB7K-DOM095-T05-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

42. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 47

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Yet, it was below 10% in Estonia, the Netherlands, Portugal, and Slovenia and around 17% in Czechia and Finland, and up to 18% in France.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 47
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Yet, it was below 10% in Estonia, the Netherlands, Portugal, and Slovenia and around 17% in Czechia and Finland, and up to 18% in France.
CB7K-DOM095-C43registry slot CB7K-DOM095-T05-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

43. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 48

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Moreover, as data display results for 2021, i.e., a year after most OECD European countries implemented lockdown measures and social distance requirement, results may also be affected by teleworking.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 48
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Moreover, as data display results for 2021, i.e., a year after most OECD European countries implemented lockdown measures and social distance requirement, results may also be affected by teleworking.
CB7K-DOM095-C44registry slot CB7K-DOM095-T05-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

44. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 49

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Concluding remarks Labour markets have been resilient in recent years despite suffering a sequence of negative shocks, including the COVID-19 crisis, Russia’s war of aggression against Ukraine and the upsurge of inflation, which triggered a sharp tightening of monetary policy.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 49
Captured
2026-09-07
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a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Concluding remarks Labour markets have been resilient in recent years despite suffering a sequence of negative shocks, including the COVID-19 crisis, Russia’s war of aggression against Ukraine and the upsurge of inflation, which triggered a sharp tightening of monetary policy.
CB7K-DOM095-C45registry slot CB7K-DOM095-T05-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

45. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 49

Narrow public claim

The resilience of OECD labour markets is also shown by the fact that several aspects of job quality improved during, or immediately after, the COVID-19 crisis.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 49
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The resilience of OECD labour markets is also shown by the fact that several aspects of job quality improved during, or immediately after, the COVID-19 crisis.
CB7K-DOM095-C46registry slot CB7K-DOM095-T05-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

46. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 52

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For instance, the national vacancy rate for Austria was 4.3% in Q4 2023 and 3.3% in Q4 2019 which represents a 1 percentage point change in the national average.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 52
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
For instance, the national vacancy rate for Austria was 4.3% in Q4 2023 and 3.3% in Q4 2019 which represents a 1 percentage point change in the national average.
CB7K-DOM095-C47registry slot CB7K-DOM095-T05-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

47. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 53

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Countries are ordered by descending order of the cumulative percentage changes in real hourly wages in Q1 2024 compared to Q4 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 53
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Countries are ordered by descending order of the cumulative percentage changes in real hourly wages in Q1 2024 compared to Q4 2019.
CB7K-DOM095-C48registry slot CB7K-DOM095-T05-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

48. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 53

Narrow public claim

OECD is the unweighted average of the 35 OECD countries shown in this chart (not including Chile, Colombia and Türkiye).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 53
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
OECD is the unweighted average of the 35 OECD countries shown in this chart (not including Chile, Colombia and Türkiye).
CB7K-DOM095-C49registry slot CB7K-DOM095-T05-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

49. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 55

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Yet, the precise set of questions to be selected among the many included in the EWCTS 2021 inevitably relies on judgment and depends on the purpose of the exercise.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 55
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Yet, the precise set of questions to be selected among the many included in the EWCTS 2021 inevitably relies on judgment and depends on the purpose of the exercise.
CB7K-DOM095-C50registry slot CB7K-DOM095-T05-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

50. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 55

Narrow public claim

EWCTS 2021 questions) retained to measure the various aspects of QWE; ii) the normalisation procedure used to compare these variables, initially measured on different scales; iii) the way these variables have been aggregated into a reduced number of components, which refer to broad categories of job demands or job resources.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 55
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
EWCTS 2021 questions) retained to measure the various aspects of QWE; ii) the normalisation procedure used to compare these variables, initially measured on different scales; iii) the way these variables have been aggregated into a reduced number of components, which refer to broad categories of job demands or job resources.
CB7K-DOM095-C51registry slot CB7K-DOM095-T06-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

51. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 60

Narrow public claim

For Greece, Portugal and Spain, in addition to monthly or daily minimum wages, employees are legally entitled to annual extra payments in the form of a 13th and 14th months bonuses.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 60
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
For Greece, Portugal and Spain, in addition to monthly or daily minimum wages, employees are legally entitled to annual extra payments in the form of a 13th and 14th months bonuses.
CB7K-DOM095-C52registry slot CB7K-DOM095-T06-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

52. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 60

Narrow public claim

However, employees are generally entitled to a 13th month bonus where the employer is bound to pay by a collective agreement, an individual agreement, or the employer himself.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 60
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
However, employees are generally entitled to a 13th month bonus where the employer is bound to pay by a collective agreement, an individual agreement, or the employer himself.
CB7K-DOM095-C53registry slot CB7K-DOM095-T06-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

53. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 63

Narrow public claim

OECD is the unweighted median across the 30 OECD countries with statutory minimum wage (not including the Canada Federal Jurisdiction and the weighted average for the United States).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 63
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Repeat this exact check locally

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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom095_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
OECD is the unweighted median across the 30 OECD countries with statutory minimum wage (not including the Canada Federal Jurisdiction and the weighted average for the United States).
CB7K-DOM095-C54registry slot CB7K-DOM095-T06-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

54. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 63

Narrow public claim

Changes in real minimum wage in April and May 2024 for New Zealand are estimated by assuming that the CPI remains the same as in Q1 2024.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 63
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
Maintainer run only; no independent operator rerun is registered.
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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom095_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Changes in real minimum wage in April and May 2024 for New Zealand are estimated by assuming that the CPI remains the same as in Q1 2024.
CB7K-DOM095-C55registry slot CB7K-DOM095-T06-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

55. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 65

Narrow public claim

The share of part-time employment in total employment was slightly down in 2022 relative to 2019 both in the European Union and most non-EU OECD countries – including Canada, New Zealand, the United Kingdom, and the United States.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 65
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The share of part-time employment in total employment was slightly down in 2022 relative to 2019 both in the European Union and most non-EU OECD countries – including Canada, New Zealand, the United Kingdom, and the United States.
CB7K-DOM095-C56registry slot CB7K-DOM095-T06-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

56. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 65

Narrow public claim

Average annual headline inflation in the OECD is projected to gradually ease from 6.9% in 2023 to 5% in 2024 and 3.4% in 2025.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 65
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Average annual headline inflation in the OECD is projected to gradually ease from 6.9% in 2023 to 5% in 2024 and 3.4% in 2025.
CB7K-DOM095-C57registry slot CB7K-DOM095-T06-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

57. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 66

Narrow public claim

CPI series are generally not available with seasonal adjustment and are adjusted for the purpose of this analysis using the X-13ARIMA-SEATS Seasonal Adjustment Method.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 66
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
CPI series are generally not available with seasonal adjustment and are adjusted for the purpose of this analysis using the X-13ARIMA-SEATS Seasonal Adjustment Method.
CB7K-DOM095-C58registry slot CB7K-DOM095-T06-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

58. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 67

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Spain’s minimum wage was increased in 2022 and, in real term, has been keeping up with inflation better than the average wage.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 67
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
Spain’s minimum wage was increased in 2022 and, in real term, has been keeping up with inflation better than the average wage.
CB7K-DOM095-C59registry slot CB7K-DOM095-T06-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

59. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 67

Narrow public claim

The majority of OECD countries took measures to ensure widespread use of job-retention schemes and extend unemployment benefits entitlements by improving access, notably for workers with insufficient contribution records, lengthening maximum durations and raising generosity to account for the great difficulty of finding work during the COVID-19 crisis.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 67
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
The majority of OECD countries took measures to ensure widespread use of job-retention schemes and extend unemployment benefits entitlements by improving access, notably for workers with insufficient contribution records, lengthening maximum durations and raising generosity to account for the great difficulty of finding work during the COVID-19 crisis.
CB7K-DOM095-C60registry slot CB7K-DOM095-T06-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

60. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 68

Narrow public claim

The main source of European data, the European Working Conditions Survey, was only conducted by telephone with a reduced format in 2021 (EWCTS 2021) and an update of the full survey is not planned before 2025.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 68
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
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Exact source quote
The main source of European data, the European Working Conditions Survey, was only conducted by telephone with a reduced format in 2021 (EWCTS 2021) and an update of the full survey is not planned before 2025.
CB7K-DOM095-C61registry slot CB7K-DOM095-T07-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

61. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 68

Narrow public claim

In the same vein, it is not possible to use the Korean Working Conditions Survey (2020) since the questions are not comparable with the EWCTS 2021.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 68
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
In the same vein, it is not possible to use the Korean Working Conditions Survey (2020) since the questions are not comparable with the EWCTS 2021.
CB7K-DOM095-C62registry slot CB7K-DOM095-T07-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

62. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 69

Narrow public claim

Andrea Bassanini, Andrea Garnero and Agnès Puymoyen The policies that OECD countries are adopting to achieve net-zero greenhouse gas emissions by 2050 will have a significant impact on labour markets: jobs in high-emission industries will be reduced, new opportunities will emerge in climate-friendlier sectors, and many existing occupations will be transformed.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 69
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Andrea Bassanini, Andrea Garnero and Agnès Puymoyen The policies that OECD countries are adopting to achieve net-zero greenhouse gas emissions by 2050 will have a significant impact on labour markets: jobs in high-emission industries will be reduced, new opportunities will emerge in climate-friendlier sectors, and many existing occupations will be transformed.
CB7K-DOM095-C63registry slot CB7K-DOM095-T07-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

63. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 70

Narrow public claim

It shows that 13% of workers in European OECD countries and the United States suffer from significant heat discomfort, typically workers in outdoor occupations and workers in process and heavy industries, with potential negative effects on their health and productivity.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 70
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
It shows that 13% of workers in European OECD countries and the United States suffer from significant heat discomfort, typically workers in outdoor occupations and workers in process and heavy industries, with potential negative effects on their health and productivity.
CB7K-DOM095-C64registry slot CB7K-DOM095-T07-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

64. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 70

Narrow public claim

Moreover, the regions where the proportion of workers exposed to high temperatures is already higher than average are also the regions projected to experience the largest temperature increases by 2050.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 70
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Moreover, the regions where the proportion of workers exposed to high temperatures is already higher than average are also the regions projected to experience the largest temperature increases by 2050.
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65. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 73

Narrow public claim

If carbon revenues are recycled to support energy efficiency investment and reduce VAT, the boost to consumption and GDP would generate an increase in employment of up to 0.2% relative to baseline.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 73
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
If carbon revenues are recycled to support energy efficiency investment and reduce VAT, the boost to consumption and GDP would generate an increase in employment of up to 0.2% relative to baseline.
CB7K-DOM095-C66registry slot CB7K-DOM095-T07-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

66. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 75

Narrow public claim

Section 2.2 presents a panorama of green-driven and high-emission jobs, focusing especially on the characteristics of the workers currently holding these jobs and of the areas where they are located.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 75
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Section 2.2 presents a panorama of green-driven and high-emission jobs, focusing especially on the characteristics of the workers currently holding these jobs and of the areas where they are located.
CB7K-DOM095-C67registry slot CB7K-DOM095-T07-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

67. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 77

Narrow public claim

Projected heat stress in 2050 is measured using the Wet-bulb Globe Temperature (WBGT) which factors in temperature, dew point temperature, wind speed, and solar radiation to assess heat stress experienced by individuals working outdoors (thus it should not be interpreted in the same way as standard temperatures).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 77
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
Projected heat stress in 2050 is measured using the Wet-bulb Globe Temperature (WBGT) which factors in temperature, dew point temperature, wind speed, and solar radiation to assess heat stress experienced by individuals working outdoors (thus it should not be interpreted in the same way as standard temperatures).
CB7K-DOM095-C68registry slot CB7K-DOM095-T07-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

68. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 77

Narrow public claim

The 2050 projection is calculated based on daytime working hours during the summer with the KNMI regional climate model (RACMO), which uses a high-mission scenario of the Representative Concentration Pathway 8.5.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 77
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
The 2050 projection is calculated based on daytime working hours during the summer with the KNMI regional climate model (RACMO), which uses a high-mission scenario of the Representative Concentration Pathway 8.5.
CB7K-DOM095-C69registry slot CB7K-DOM095-T07-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

69. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 81

Narrow public claim

For all countries (including countries for which data are not available), an industry is labelled “high-emission” if it ranks in the upper two deciles of emissions per unit of value added in at least 10 out of the countries for which data are available.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 81
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Exact source quote
For all countries (including countries for which data are not available), an industry is labelled “high-emission” if it ranks in the upper two deciles of emissions per unit of value added in at least 10 out of the countries for which data are available.
CB7K-DOM095-C70registry slot CB7K-DOM095-T07-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

70. OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market · PDF page 82

Narrow public claim

Even if the EU FF55 package does not include significant action in agriculture, it can be argued that, because of the high GHG emissions of this sector, mitigation policies will have to target some of its subsectors in the future to meet the goal of zero net emissions by 2050.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

What this card does not prove

It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

Primary source
OECD Employment Outlook 2024: The Net-Zero Transition and the Labour Market
Section locator
PDF page 82
Captured
2026-09-07
Source SHA-256
a09f3109009a04adf11963deb7037ed9d5fc13f7c09f94fe599c96d959e20a59
Reproduction
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Repeat this exact check locally

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Exact source quote
Even if the EU FF55 package does not include significant action in agriculture, it can be argued that, because of the high GHG emissions of this sector, mitigation policies will have to target some of its subsectors in the future to meet the goal of zero net emissions by 2050.