Dev claim · claim-1420 · #116 of 154
“Concentrated in the atmosphere, these gases do not allow the warmth of the sun’s rays reflected by the earth to be dispersed in space.”
Claim tags (sorted stems; highlighted when a passage shares them)
- allow
- atmospher
- concentr
- dispers
- earth
- gase
- ray
- reflect
- space
- sun
- warmth
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
- 56.9%
- Refutes
- 20.8%
- Not enough info
- 10.1%
- Disputed
- 12.1%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 51.5%
- Refutes
- 22.5%
- Not enough info
- 18.0%
- Disputed
- 8.0%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 59.4%
- Refutes
- 23.0%
- Not enough info
- 5.8%
- Disputed
- 11.9%
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 2 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-5876 Such an orbit allows uninterrupted coverage of more than 1/3 of the Earth.
- coverag
- orbit
- earth (shared with the claim)
- allow (shared with the claim)
- cos
- 0.817
- overlap
- 0.500
- score
- 1.317
- shared
- 2
#2evidence-586131 Its fundamental principle is that of balance – the energy that the Earth absorbs from the sun each year is equal to that which it loses to space by radiation.
- fundament
- space (shared with the claim)
- earth (shared with the claim)
- balanc
- sun (shared with the claim)
- equal
- lose
- absorb
- radiat
- principl
- cos
- 0.822
- overlap
- 0.300
- score
- 1.122
- shared
- 3
#3evidence-1062917 Greenhouse gases trap heat radiating from the Earth to space.
- heat
- space (shared with the claim)
- earth (shared with the claim)
- gase (shared with the claim)
- greenhou
- radiat
- trap
- cos
- 0.663
- overlap
- 0.429
- score
- 1.091
- shared
- 3
#4evidence-641482 Once on Earth, the Valorians befriended dinosaurs, while the Rulons brainwashed them.
- dinosaur
- earth (shared with the claim)
- cos
- 0.587
- overlap
- 0.500
- score
- 1.087
- shared
- 1
#5evidence-8585 Which through the bowels of the Earth doth pierce,
- earth (shared with the claim)
- pierc
- cos
- 0.587
- overlap
- 0.500
- score
- 1.087
- shared
- 1
#6evidence-941998 It has 26 floors, each with 31,000 m2 of floor space.
- floor
- space (shared with the claim)
- cos
- 0.576
- overlap
- 0.500
- score
- 1.076
- shared
- 1
Gold evidence (2)
evidence-1069448 This last phenomenon is known as the greenhouse effect: trace molecules within the atmosphere serve to capture thermal energy emitted from the ground, thereby raising the average temperature.
- phenomenon
- trace
- thermal
- molecul
- therebi
- greenhou
- emit
evidence-767961 Ozone acts as a greenhouse gas, absorbing some of the infrared energy emitted by the earth.
- ozon
- act
- infrar
- absorb
- earth (shared with the claim)
- ga
- greenhou
- energi
- emit
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Second opinion from an LLM
The model reads this claim and the evidence passages shown on this page, picks one of the four verdicts and cites the passages it used. It is told to judge from the passages only. You review the answer; the call and your decision go to the AI audit log in this browser.
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