Dev claim · claim-1775 · #73 of 154
“Venus very likely underwent a runaway or ‘moist’ greenhouse phase earlier in its history, and today is kept hot by a dense CO2 atmosphere.”
Claim tags (sorted stems; highlighted when a passage shares them)
- atmospher
- dens
- earlier
- greenhous
- histori
- hot
- kept
- like
- moist
- phase
- runaway
- today
- underw
- venu
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
- 58.2%
- Refutes
- 23.2%
- Not enough info
- 8.0%
- Disputed
- 10.6%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 50.5%
- Refutes
- 24.8%
- Not enough info
- 16.4%
- Disputed
- 8.3%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 56.1%
- Refutes
- 18.5%
- Not enough info
- 10.2%
- Disputed
- 15.1%
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-234675 Today 's ski-mountaineer has likely shaved 20 -.)
- like (shared with the claim)
- today (shared with the claim)
- ski
- mountain
- cos
- 0.686
- overlap
- 0.500
- score
- 1.186
- shared
- 2
#2evidence-673239 the history of this village is like of other bigger forts.
- like (shared with the claim)
- fort
- histori (shared with the claim)
- villag
- bigger
- cos
- 0.682
- overlap
- 0.400
- score
- 1.082
- shared
- 2
#3evidence-170443 There are more than 8 neighborhoods, like : Podrimqaku, Shala, Hoxha, Elshani, Neziri, Buzaku, Zeneli and Imeri neighborhood.
- like (shared with the claim)
- neighborhood
- cos
- 0.566
- overlap
- 0.500
- score
- 1.066
- shared
- 1
#4evidence-75384 It is presumably hexaploid like the other yellowfish.
- like (shared with the claim)
- presum
- cos
- 0.566
- overlap
- 0.500
- score
- 1.066
- shared
- 1
#5evidence-179571 The capsules have a beak-like appendage.
- like (shared with the claim)
- capsul
- cos
- 0.566
- overlap
- 0.500
- score
- 1.066
- shared
- 1
#6evidence-125836 We were just so disappointed we were just like fuck it.
- like (shared with the claim)
- disappoint
- cos
- 0.566
- overlap
- 0.500
- score
- 1.066
- shared
- 1
Gold evidence (1)
evidence-1043526 Studies have suggested that billions of years ago, Venus's atmosphere was much more like the one surrounding Earth, and that there may have been substantial quantities of liquid water on the surface, but after a period of 600 million to several billion years, a runaway greenhouse effect was caused by the evaporation of that original water, which generated a critical level of greenhouse gases in its atmosphere.
- atmosph
- billion
- water
- runaway (shared with the claim)
- evapor
- greenhou