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Climate Claim Checker

Dev claim · claim-2497 · #68 of 154

“Without the forests' humidity, previously moisture-laden winds blew dry.”

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

  • blew
  • dri
  • forest
  • humid
  • laden
  • moistur
  • previous
  • wind
  • without

Annotators’ label

Not enough info 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.

Not enough info✓ matches the label
Supports
18.0%
Refutes
4.9%
Not enough info
71.3%
Disputed
5.9%

One claim at a time

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

Supports✗ differs from the label
Supports
41.5%
Refutes
13.2%
Not enough info
34.9%
Disputed
10.4%

With gold evidence

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

Not enough info✓ matches the label
Supports
17.7%
Refutes
4.2%
Not enough info
68.6%
Disputed
9.5%

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 5 gold
P
0.00
R
0.00
F
0.00
  1. #1evidence-20767

    Bb5 without 4... Bb4), C47 (4.

    • without (shared with the claim)
    cos
    0.597
    overlap
    1.000
    score
    1.597
    shared
    1
  2. #2evidence-185338

    The columella is callous, with or without plications.

    • without (shared with the claim)
    cos
    0.597
    overlap
    1.000
    score
    1.597
    shared
    1
  3. #3evidence-951517

    Its natural habitats are subtropical or tropical moist lowland forests, plantations, rural gardens, urban areas, and heavily degraded former forest.

    • forest (shared with the claim)
    cos
    0.579
    overlap
    1.000
    score
    1.579
    shared
    1
  4. #4evidence-117975

    Its natural habitats are temperate forests, subtropical or tropical moist lowland forests, and heavily degraded former forest.

    • forest (shared with the claim)
    cos
    0.579
    overlap
    1.000
    score
    1.579
    shared
    1
  5. #5evidence-367506

    Its natural habitats are subtropical or tropical moist lowland forests, intermittent freshwater marshes, and heavily degraded former forest.

    • forest (shared with the claim)
    cos
    0.579
    overlap
    1.000
    score
    1.579
    shared
    1
  6. #6evidence-282339

    Its natural habitats are subtropical or tropical moist lowland forests and heavily degraded former forest.

    • forest (shared with the claim)
    cos
    0.579
    overlap
    1.000
    score
    1.579
    shared
    1

Gold evidence (5)

  1. evidence-193559

    Strong winds of dry nature blow from September to April, causing dryness in the locality with the result there is a fire hazard, especially in the deciduous forests.

    • forest (shared with the claim)
    • decidu
    • fire
    • strong
    • dri (shared with the claim)
    • especi
    • blow
    • wind (shared with the claim)
    • hazard
  2. evidence-935441

    An important feature of cloud forests is the tree crowns can intercept the wind-driven cloud moisture, part of which drips to the ground.

    • forest (shared with the claim)
    • intercept
    • moistur (shared with the claim)
    • driven
    • tree
    • ground
    • cloud
    • crown
    • wind (shared with the claim)
    • import
  3. evidence-1051806

    Throughout the year, wind speed, temperature and humidity are fairly consistent, with humidity usually greater than 90%.

    • humid (shared with the claim)
    • temperatur
    • fairli
    • usual
    • speed
    • consist
    • throughout
    • greater
    • wind (shared with the claim)
  4. evidence-482305

    Laurel forest and other cloud forest are subtropical and mild temperate forest, found in areas with high humidity and relatively stable and mild temperatures.

    • forest (shared with the claim)
    • temper
    • laurel
    • mild
    • subtrop
    • cloud
    • humid (shared with the claim)
    • rel
    • stabl
  5. evidence-335697

    This causes east winds bringing moisture from the Gulf of Mexico.

    • cau
    • east
    • bring
    • gulf
    • moistur (shared with the claim)
    • wind (shared with the claim)
    • mexico