Dev claim · claim-609 · #83 of 154
“That’s because as Antarctica’s mass shrinks, the ice sheet’s gravitational pull on the ocean relaxes somewhat, and the seas travel back across the globe to pile up far away — with U.S. coasts being one prime destination.””
Claim tags (sorted stems; highlighted when a passage shares them)
- across
- antarctica
- away
- back
- coast
- destin
- far
- globe
- gravit
- ice
- mass
- ocean
- one
- pile
- prime
- pull
- relax
- sea
- sheet
- shrink
- somewhat
- travel
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
- 44.1%
- Refutes
- 11.8%
- Not enough info
- 30.2%
- Disputed
- 13.8%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 39.9%
- Refutes
- 12.8%
- Not enough info
- 35.7%
- Disputed
- 11.6%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 63.7%
- Refutes
- 24.8%
- Not enough info
- 1.2%
- Disputed
- 10.3%
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 1 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-488743 Coccopigya spinigera is a species of sea snail, deep-sea limpet, a marine gastropod mollusk in the family Cocculinidae.
- sea (shared with the claim)
- cos
- 0.315
- overlap
- 1.000
- score
- 1.315
- shared
- 1
#2evidence-1010540 Two of these players (including one active member of the 50 home run club) have played for only one major league team.
- one (shared with the claim)
- cos
- 0.239
- overlap
- 1.000
- score
- 1.239
- shared
- 1
#3evidence-663163 It is not far away from Huvudsta and Bergshamra, Solna.
- far (shared with the claim)
- محمد
- away (shared with the claim)
- cos
- 0.457
- overlap
- 0.667
- score
- 1.124
- shared
- 2
#4evidence-62935 Then he was sent to the Okhotsk Sea coast, Kamchatka and Chukotka.
- sea (shared with the claim)
- coast (shared with the claim)
- sent
- cos
- 0.448
- overlap
- 0.667
- score
- 1.115
- shared
- 2
#5evidence-120326 Weddell Gyre, an oceanic gyre in the Weddell Sea
- sea (shared with the claim)
- محمد
- ocean (shared with the claim)
- cos
- 0.439
- overlap
- 0.667
- score
- 1.105
- shared
- 2
#6evidence-448642 Did You Hear the One About the Traveling Saleslady?
- hear
- one (shared with the claim)
- travel (shared with the claim)
- cos
- 0.403
- overlap
- 0.667
- score
- 1.070
- shared
- 2
Gold evidence (1)
evidence-557585 With the loss of mass, the gravitational pull becomes less and local water levels might drop.
- level
- pull (shared with the claim)
- might
- drop
- becom
- loss
- gravit (shared with the claim)
- mass (shared with the claim)
- less