Dev claim · claim-1786 · #10 of 154
“CFCs contribute to global waerming at a small level.”
Claim tags (sorted stems; highlighted when a passage shares them)
- cfc
- contribut
- global
- level
- small
- waerm
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
- 42.8%
- Refutes
- 16.5%
- Not enough info
- 33.4%
- Disputed
- 7.3%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 48.0%
- Refutes
- 17.4%
- Not enough info
- 23.7%
- Disputed
- 10.8%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 59.8%
- Refutes
- 18.8%
- Not enough info
- 6.8%
- Disputed
- 14.6%
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 3 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-540292 Global warming contributes 0.6°C to this.
- warm
- global (shared with the claim)
- محمد
- contribut (shared with the claim)
- cos
- 0.707
- overlap
- 0.500
- score
- 1.207
- shared
- 2
#2evidence-639299 Over the 21st century, this is expected to rise, with glaciers contributing 7 to 24 cm (3 to 9 in) to global sea levels.
- contribut (shared with the claim)
- level (shared with the claim)
- glacier
- sea
- expect
- centuri
- rise
- global (shared with the claim)
- cm
- cos
- 0.629
- overlap
- 0.500
- score
- 1.129
- shared
- 3
#3evidence-1096293 Some pesticides contribute to global warming and the depletion of the ozone layer.
- ozon
- contribut (shared with the claim)
- warm
- deplet
- global (shared with the claim)
- layer
- pesticid
- cos
- 0.737
- overlap
- 0.333
- score
- 1.071
- shared
- 2
#4evidence-698577 Global warming has contributed to the expansion of drier climatic zones, such as, probably, the expansion of deserts in the subtropics.
- contribut (shared with the claim)
- warm
- zone
- desert
- drier
- probabl
- subtrop
- global (shared with the claim)
- expan
- cos
- 0.737
- overlap
- 0.333
- score
- 1.071
- shared
- 2
#5evidence-108394 Some researchers have argued that the most serious consequences of global warming might be avoided if global average temperatures rose by no more than 2 °C (3.6 °F) above pre-industrial levels (1.4 °C above present levels).
- level (shared with the claim)
- might
- consequ
- argu
- global (shared with the claim)
- avoid
- seriou
- cos
- 0.717
- overlap
- 0.333
- score
- 1.050
- shared
- 2
#6evidence-689266 There are global fora on landscapes.
- global (shared with the claim)
- landscap
- cos
- 0.525
- overlap
- 0.500
- score
- 1.025
- shared
- 1
Gold evidence (3)
evidence-845527 Hydrofluorocarbons are included in the Kyoto Protocol because of their very high Global Warming Potential and are facing calls to be regulated under the Montreal Protocol[dubious – discuss] due to the recognition of halocarbon contributions to climate change.
- montreal
- recognit
- protocol
- regul
- kyoto
- face
- discuss
- potenti
evidence-105411 However, the hydrochlorofluorocarbons, or HCFCs, and hydrofluorocarbons, or HFCs, are now thought to contribute to anthropogenic global warming.
- contribut (shared with the claim)
- warm
- anthropogen
- howev
- thought
- global (shared with the claim)
evidence-323167 They are, however, greenhouse gases, with a high global warming potential (GWP), comparable to that of CFCs and HCFCs.
- warm
- compar
- gase
- howev
- cfc (shared with the claim)
- greenhou
- global (shared with the claim)
- potenti