Dev claim · claim-161 · #17 of 154
“Extreme melting and changes to the climate like this has released pressure on to the continent, allowing the ground to rise up.”
Claim tags (sorted stems; highlighted when a passage shares them)
- allow
- chang
- climat
- contin
- extrem
- ground
- like
- melt
- pressur
- releas
- rise
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
- 50.5%
- Refutes
- 17.7%
- Not enough info
- 20.4%
- Disputed
- 11.4%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 48.1%
- Refutes
- 19.6%
- Not enough info
- 23.3%
- Disputed
- 9.0%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 61.9%
- Refutes
- 31.7%
- Not enough info
- 0.3%
- Disputed
- 6.1%
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 1 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-485001 It is likely to be threatened by climate change and forestry.
- like (shared with the claim)
- chang (shared with the claim)
- threaten
- climat (shared with the claim)
- forestri
- cos
- 0.652
- overlap
- 0.600
- score
- 1.252
- shared
- 3
#2evidence-1108933 1995 saw the creation of the phrase "preventing dangerous anthropogenic interference with the climate system" (also called "avoiding dangerous climate change") first appeared in a policy document of a governmental organization, the IPCC's Second Assessment Report: Climate Change 1995. and in 1996 the European Union adopt a goal of limiting temperature rises to a maximum 2 °C rise in average global temperature.
- chang (shared with the claim)
- temperatur
- climat (shared with the claim)
- danger
- rise (shared with the claim)
- cos
- 0.579
- overlap
- 0.600
- score
- 1.179
- shared
- 3
Gold evidence (1)
evidence-702708 The gravitational effects comes into play when a large ice sheet melts.
- melt (shared with the claim)
- ice
- larg
- play
- effect
- sheet
- gravit
- come