Dev claim · claim-1643 · #104 of 154
“Al Gore's book is quite accurate, and far more accurate than contrarian books.”
Claim tags (sorted stems; highlighted when a passage shares them)
- accur
- accur
- al
- book
- book
- contrarian
- far
- gore
- quit
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
- 58.7%
- Refutes
- 22.7%
- Not enough info
- 6.6%
- Disputed
- 12.0%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 51.3%
- Refutes
- 28.9%
- Not enough info
- 13.7%
- Disputed
- 6.1%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 40.4%
- Refutes
- 11.1%
- Not enough info
- 35.4%
- Disputed
- 13.2%
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 4 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-512478 Izhar ul-Haqq or Izhar al-Haq is a book by Rahmatullah Kairanawi.
- al (shared with the claim)
- book (shared with the claim)
- محمد
- ul
- cos
- 0.797
- overlap
- 0.500
- score
- 1.297
- shared
- 2
#2evidence-1200219 Apollo Books, Stenstrup: 1-670.
- book (shared with the claim)
- apollo
- cos
- 0.771
- overlap
- 0.500
- score
- 1.271
- shared
- 1
#3evidence-1188406 Historiens 100 viktigaste svenskar (The 100 Greatest Swedes), a book
- book (shared with the claim)
- greatest
- cos
- 0.771
- overlap
- 0.500
- score
- 1.271
- shared
- 1
#4evidence-180452 Proverbaro Esperanta (``Esperanto Proverbs'') is a book of proverbs in Esperanto.
- esperanto
- book (shared with the claim)
- cos
- 0.771
- overlap
- 0.500
- score
- 1.271
- shared
- 1
#5evidence-82014 Flora Sinensis, a 1656 book by Michał Boym
- book (shared with the claim)
- flora
- cos
- 0.771
- overlap
- 0.500
- score
- 1.271
- shared
- 1
#6evidence-215645 Those who booked beforehand were refunded.
- book (shared with the claim)
- محمد
- cos
- 0.693
- overlap
- 0.500
- score
- 1.193
- shared
- 1
Gold evidence (4)
evidence-506072 In a 2007 court case, a British judge said that while he had "no doubt ...the film was broadly accurate" and its "four main scientific hypotheses ...are supported by a vast quantity of research", he upheld nine of a "long schedule" of alleged errors presented to the court.
- hypoth
- upheld
- broadli
- vast
- doubt
- court
- accur (shared with the claim)
- error
- quantiti
evidence-1109658 All 19 climate scientists who had seen the movie or had read the homonymous book said that Gore accurately conveyed the science, with few errors.
- scientist
- movi
- read
- error
- seen
- accur (shared with the claim)
- convey
- said
- gore (shared with the claim)
evidence-1087633 "He is making a qualitative point, which is entirely accurate.
- make
- entir
- qualit
- accur (shared with the claim)
- point
evidence-1033955 The story is scientifically accurate and yet should be understandable to the public, a public that is less and less drawn to science."
- understand
- scienc
- yet
- drawn
- public
- scientif
- stori
- accur (shared with the claim)
- less