Dev claim · claim-757 · #43 of 154
“The grasslands, crops, forests and territorial waters of Australia absorb more carbon dioxide than Australia emits.”
Claim tags (sorted stems; highlighted when a passage shares them)
- absorb
- australia
- australia
- carbon
- crop
- dioxid
- emit
- forest
- grassland
- territori
- water
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
- 60.9%
- Refutes
- 24.7%
- Not enough info
- 3.5%
- Disputed
- 11.0%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 53.7%
- Refutes
- 28.5%
- Not enough info
- 11.5%
- Disputed
- 6.3%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 53.2%
- Refutes
- 15.0%
- Not enough info
- 14.8%
- Disputed
- 17.0%
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 4 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-824117 It is found in Australia (New South Wales, the Northern Territory, Queensland and Western Australia).
- territori (shared with the claim)
- australia (shared with the claim)
- queensland
- cos
- 0.737
- overlap
- 0.667
- score
- 1.403
- shared
- 2
#2evidence-535267 Numbi numbi, a sinkhole in Northern Territory, Australia
- territori (shared with the claim)
- northern
- australia (shared with the claim)
- cos
- 0.611
- overlap
- 0.667
- score
- 1.278
- shared
- 2
#3evidence-291151 (Yanyuwa burrulula) in the Northern Territory, Australia.
- territori (shared with the claim)
- northern
- australia (shared with the claim)
- cos
- 0.611
- overlap
- 0.667
- score
- 1.278
- shared
- 2
#4evidence-513991 Hermannsburg, Northern Territory in Australia
- territori (shared with the claim)
- northern
- australia (shared with the claim)
- cos
- 0.611
- overlap
- 0.667
- score
- 1.278
- shared
- 2
Gold evidence (4)
evidence-682087 It is estimated that forests absorb between 10 and 20 tons of carbon dioxide per hectare each year, through photosynthetic conversion into starch, cellulose, lignin, and other components of wooden biomass.
- conver
- wooden
- dioxid (shared with the claim)
- biomass
- photosynthet
- cellulo
- absorb (shared with the claim)
- hectar
- ton
evidence-744771 Forests are an important part of the global carbon cycle because trees and plants absorb carbon dioxide through photosynthesis.
- forest (shared with the claim)
- dioxid (shared with the claim)
- photosynthesi
- tree
- cycl
- carbon (shared with the claim)
- absorb (shared with the claim)
evidence-352796 They absorb a huge amount of carbon dioxide, combating climate change.
- dioxid (shared with the claim)
- chang
- combat
- huge
- climat
- carbon (shared with the claim)
- absorb (shared with the claim)
- amount
evidence-173055 It decomposes and turns into carbon dioxide (CO2), which is released into the atmosphere.
- relea
- atmosph
- dioxid (shared with the claim)
- turn
- decompo
- carbon (shared with the claim)