Dev claim · claim-2478 · #90 of 154
“(Kerr 2007) points out that the sunlight-reflecting haze that cools much of the planet seems to have thinned over the past decade or so.”
Claim tags (sorted stems; highlighted when a passage shares them)
- cool
- decad
- haze
- kerr
- much
- past
- planet
- point
- reflect
- seem
- sunlight
- thin
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
- 62.6%
- Refutes
- 27.3%
- Not enough info
- 0.9%
- Disputed
- 9.3%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 53.2%
- Refutes
- 32.4%
- Not enough info
- 9.2%
- Disputed
- 5.2%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 63.2%
- Refutes
- 24.7%
- Not enough info
- 1.5%
- Disputed
- 10.6%
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 1 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-487314 There is a bothy, Corrour, at the point below Cairn Toul in the defile of the Lairig Ghru.
- cairn
- point (shared with the claim)
- cos
- 0.687
- overlap
- 0.500
- score
- 1.187
- shared
- 1
#2evidence-1124893 To relax them to a point where they are drooling.''
- point (shared with the claim)
- relax
- cos
- 0.687
- overlap
- 0.500
- score
- 1.187
- shared
- 1
#3evidence-541151 point — 10 (2*5).
- محمد
- point (shared with the claim)
- cos
- 0.625
- overlap
- 0.500
- score
- 1.125
- shared
- 1
#4evidence-147950 SPP 53.8 out of 100 points.
- محمد
- point (shared with the claim)
- cos
- 0.625
- overlap
- 0.500
- score
- 1.125
- shared
- 1
#5evidence-888560 That point for me is 1972.
- محمد
- point (shared with the claim)
- cos
- 0.625
- overlap
- 0.500
- score
- 1.125
- shared
- 1
#6evidence-199488 SPP – 87.3 out of 100 points
- محمد
- point (shared with the claim)
- cos
- 0.625
- overlap
- 0.500
- score
- 1.125
- shared
- 1
Gold evidence (1)
evidence-220532 Conversely, haze in Titan's atmosphere contributes to an anti-greenhouse effect by reflecting sunlight back into space, cancelling a portion of the greenhouse effect and making its surface significantly colder than its upper atmosphere.
- sunlight (shared with the claim)
- atmosph
- titan
- cancel
- conver
- significantli
- colder
- effect
- greenhou