Dev claim · claim-199 · #148 of 154
“In the past, warming has never been a threat to life on Earth.”
Claim tags (sorted stems; highlighted when a passage shares them)
- earth
- life
- never
- past
- threat
- warm
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
- 52.0%
- Refutes
- 18.4%
- Not enough info
- 17.7%
- Disputed
- 11.9%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 49.8%
- Refutes
- 20.8%
- Not enough info
- 20.1%
- Disputed
- 9.4%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 62.9%
- Refutes
- 26.5%
- Not enough info
- 1.0%
- Disputed
- 9.6%
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 2 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-53066 Because of the imprecise amputation, her stumps never healed and were bloody for the rest of her life.
- rest
- stump
- never (shared with the claim)
- life (shared with the claim)
- heal
- bloodi
- cos
- 0.807
- overlap
- 0.333
- score
- 1.140
- shared
- 2
#2evidence-656039 In 1979, James Lovelock, a British scientist, published "Gaia: A new look at life on Earth", which put forth the Gaia hypothesis; it proposes that life on earth can be understood as a single organism.
- scientist
- earth (shared with the claim)
- put
- gaia
- lovelock
- look
- forth
- understood
- life (shared with the claim)
- hypothesi
- cos
- 0.802
- overlap
- 0.333
- score
- 1.135
- shared
- 2
#3evidence-1006008 It has never before existed on earth ' (ibid, p. 119).''
- never (shared with the claim)
- p
- earth (shared with the claim)
- exist
- cos
- 0.604
- overlap
- 0.500
- score
- 1.104
- shared
- 2
#4evidence-641482 Once on Earth, the Valorians befriended dinosaurs, while the Rulons brainwashed them.
- dinosaur
- earth (shared with the claim)
- cos
- 0.590
- overlap
- 0.500
- score
- 1.090
- shared
- 1
#5evidence-8585 Which through the bowels of the Earth doth pierce,
- earth (shared with the claim)
- pierc
- cos
- 0.590
- overlap
- 0.500
- score
- 1.090
- shared
- 1
#6evidence-1016282 Never»".
- never (shared with the claim)
- محمد
- cos
- 0.553
- overlap
- 0.500
- score
- 1.053
- shared
- 1
Gold evidence (2)
evidence-255653 Global warming is a major threat to global biodiversity.
- warm (shared with the claim)
- biodiv
- major
- threat (shared with the claim)
- global
evidence-817833 Given the potential threat to marine ecosystems and its ensuing impact on human society and economy, especially as it acts in conjunction with anthropogenic global warming, there is an urgent need for immediate action."
- anthropogen
- ensu
- immedi
- ecosystem
- conjunct
- threat (shared with the claim)
- urgent
- economi
- potenti
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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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