Dev claim · claim-1021 · #154 of 154
“The corals may save themselves, as many other creatures are attempting to do, by moving toward the poles as the Earth warms, establishing new reefs in cooler water.””
Claim tags (sorted stems; highlighted when a passage shares them)
- attempt
- cooler
- coral
- creatur
- earth
- establish
- mani
- may
- move
- new
- pole
- reef
- save
- toward
- warm
- 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
- 61.4%
- Refutes
- 25.9%
- Not enough info
- 3.1%
- Disputed
- 9.6%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 54.1%
- Refutes
- 30.0%
- Not enough info
- 10.2%
- Disputed
- 5.6%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 61.1%
- Refutes
- 19.5%
- Not enough info
- 5.1%
- Disputed
- 14.3%
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-88538 Klamath was established on May 6, 1905.
- establish (shared with the claim)
- may (shared with the claim)
- cos
- 0.432
- overlap
- 1.000
- score
- 1.432
- shared
- 2
#2evidence-960532 The Palmach was established on 15 May 1941.
- establish (shared with the claim)
- may (shared with the claim)
- cos
- 0.432
- overlap
- 1.000
- score
- 1.432
- shared
- 2
#3evidence-1072890 It can withhold up to 17350000 m3 of water.
- water (shared with the claim)
- cos
- 0.327
- overlap
- 1.000
- score
- 1.327
- shared
- 1
#4evidence-757301 Polygonium amphibum (water knotweed)
- water (shared with the claim)
- cos
- 0.327
- overlap
- 1.000
- score
- 1.327
- shared
- 1
#5evidence-917162 It can withhold up to 17980000 m3 of water.
- water (shared with the claim)
- cos
- 0.327
- overlap
- 1.000
- score
- 1.327
- shared
- 1
#6evidence-173869 2006 : Blóðbönd (Thicker than Water), as Ásta
- water (shared with the claim)
- cos
- 0.327
- overlap
- 1.000
- score
- 1.327
- shared
- 1
Gold evidence (2)
evidence-242575 The poleward migration of coral species refers to the phenomenon brought on by rising sea temperatures, wherein corals are colonising cooler climates in an attempt to circumvent coral bleaching, rising sea levels and ocean acidification.
- sea
- cooler (shared with the claim)
- wherein
- bleach
- rise
- coral (shared with the claim)
- acidif
evidence-1175280 One way, however, that corals "might escape ocean warming, is to migrate into cooler waters."
- warm (shared with the claim)
- way
- might
- cooler (shared with the claim)
- howev
- escap
- migrat
- coral (shared with the claim)
- ocean
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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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