Dev claim · claim-342 · #78 of 154
“While members of the media may nod along to such claims [about changes in weather extremes], the evidence paints a different story”
Claim tags (sorted stems; highlighted when a passage shares them)
- along
- chang
- claim
- differ
- evid
- extrem
- may
- media
- member
- nod
- paint
- stori
- weather
The model’s verdict
The Transformer retrained from the notebook (the 2024 weights were never saved), shown three ways. The first is how the notebook evaluated it.
Notebook protocol
Dev claims predicted in batches of 16, in file order, from the 2024 retrieved evidence, as the notebook does.
- Supports
- 42.4%
- Refutes
- 12.7%
- Not enough info
- 35.1%
- Disputed
- 9.9%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 42.9%
- Refutes
- 13.5%
- Not enough info
- 32.5%
- Disputed
- 11.2%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 51.5%
- Refutes
- 15.1%
- Not enough info
- 18.0%
- Disputed
- 15.4%
Retrieved vs gold evidence
Gold passages were picked by the dataset’s annotators. Retrieved passages are what the TF-IDF rule returned from all 1.19M passages. Switch between the submitted 2024 output and the re-runs.
2024 submission
The passages the team actually retrieved and submitted in 2024 (their saved output file). The file records only passage ids, so scores are recomputed with the submission rule.
- Path
- not recorded
- Found
- 0 of 2 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-1107232 The story is about Savitri and Satyavan from Mahabharata.
- stori (shared with the claim)
- cos
- 0.358
- overlap
- 1.000
- score
- 1.358
- shared
- 1
#2evidence-675527 As stated by the Intergovernmental Panel on Climate Change (IPCC), the largest contributor to global warming is the increase in atmospheric carbon dioxide (CO) since 1750, particularly from fossil fuel combustion, cement production, and land use changes such as deforestation.
- chang (shared with the claim)
- cos
- 0.357
- overlap
- 1.000
- score
- 1.357
- shared
- 1
#3evidence-457877 Don McRae (born 1969 or 1970) is a Former Member of the Legislative Assembly of British Columbia, Canada, and a member of the BC Liberal Party.
- member (shared with the claim)
- cos
- 0.311
- overlap
- 1.000
- score
- 1.311
- shared
- 1
#4evidence-571607 Each candidate may be a member of different slates.
- candid
- differ (shared with the claim)
- may (shared with the claim)
- member (shared with the claim)
- slate
- cos
- 0.459
- overlap
- 0.600
- score
- 1.059
- shared
- 3
#5evidence-67659 It has over 1,000 members in over 90 different countries.
- member (shared with the claim)
- differ (shared with the claim)
- countri
- cos
- 0.383
- overlap
- 0.667
- score
- 1.050
- shared
- 2
#6evidence-922563 The logo was changed, along with the uniform, in 2006.
- uniform
- along (shared with the claim)
- chang (shared with the claim)
- logo
- cos
- 0.507
- overlap
- 0.500
- score
- 1.007
- shared
- 2
Gold evidence (2)
evidence-817269 They were, however, more confident over attributing changes in long-term trends of extreme weather.
- attribut
- trend
- term
- howev
- weather (shared with the claim)
- extrem (shared with the claim)
- long
- confid
evidence-246671 Antilla 2005: "One problematic trend of the US media has been the suggestion that substantive disagreement exists within the international scientific community as to the reality of anthropogenic climate change; however, this concept is false…Although the science of climate change does not appear to be a prime news topic for most of the 255 newspapers included in this study…articles that framed climate change in terms of debate, controversy, or uncertainty were plentiful."
- disagr
- plenti
- uncertainti
- anthropogen
- trend
- debat
- chang (shared with the claim)
- climat