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Climate Claim Checker

Dev claim · claim-752 · #1 of 154

“[South Australia] has the most expensive electricity in the world.”

Claim tags (sorted stems; highlighted when a passage shares them)

  • australia
  • electr
  • expens
  • south
  • world

Annotators’ label

Supports Run this claim live

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✓ matches the label
Supports
52.8%
Refutes
24.5%
Not enough info
15.3%
Disputed
7.4%

One claim at a time

The same model run on a single claim, which is how the Try-it page runs it.

Supports✓ matches the label
Supports
53.1%
Refutes
26.6%
Not enough info
13.5%
Disputed
6.7%

With gold evidence

Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.

Supports✓ matches the label
Supports
62.8%
Refutes
29.7%
Not enough info
0.4%
Disputed
7.1%

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
2 of 2 gold
P
0.50
R
1.00
F
0.67
  1. #1evidence-949564

    Carl Albert Unbehaun (1851 -- 5 February 1924) was an electrical engineer in South Australia.

    • electr (shared with the claim)
    • australia (shared with the claim)
    • محمد
    • engin
    • south (shared with the claim)
    • carl
    • albert
    • februari
    cos
    0.674
    overlap
    0.600
    score
    1.274
    shared
    3
  2. #2evidence-67732 gold evidence

    [citation needed] South Australia has the highest retail price for electricity in the country.

    • electr (shared with the claim)
    • australia (shared with the claim)
    • need
    • retail
    • highest
    • south (shared with the claim)
    • price
    • countri
    • citat
    cos
    0.605
    overlap
    0.600
    score
    1.205
    shared
    3
  3. #3evidence-572512 gold evidence

    "South Australia has the highest power prices in the world".

    • australia (shared with the claim)
    • محمد
    • highest
    • south (shared with the claim)
    • price
    • power
    • world (shared with the claim)
    cos
    0.600
    overlap
    0.600
    score
    1.200
    shared
    3
  4. #4evidence-808896

    The class are the first electric trains to operate in South Australia.

    • electr (shared with the claim)
    • australia (shared with the claim)
    • train
    • first
    • south (shared with the claim)
    • oper
    • class
    cos
    0.595
    overlap
    0.600
    score
    1.195
    shared
    3

Gold evidence (2)

  1. evidence-67732

    [citation needed] South Australia has the highest retail price for electricity in the country.

    • electr (shared with the claim)
    • australia (shared with the claim)
    • need
    • retail
    • highest
    • south (shared with the claim)
    • price
    • countri
    • citat
  2. evidence-572512

    "South Australia has the highest power prices in the world".

    • australia (shared with the claim)
    • محمد
    • highest
    • south (shared with the claim)
    • price
    • power
    • world (shared with the claim)