Dev claim · claim-677 · #50 of 154
““Which is to say that these beans will be eaten by cows, and the cows will convert the beans to meat, and the humans will eat the meat.”
Claim tags (sorted stems; highlighted when a passage shares them)
- bean
- bean
- convert
- cow
- cow
- eat
- eaten
- human
- meat
- meat
- say
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
- 58.5%
- Refutes
- 21.4%
- Not enough info
- 7.9%
- Disputed
- 12.2%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 52.0%
- Refutes
- 22.6%
- Not enough info
- 17.0%
- Disputed
- 8.5%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 37.7%
- Refutes
- 10.4%
- Not enough info
- 39.4%
- Disputed
- 12.5%
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
#1evidence-1060891 They are presumed to have been human sacrifices.
- human (shared with the claim)
- presum
- sacrif
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
#2evidence-788954 '' ' Faculty of Literature and Humanities
- human (shared with the claim)
- literatur
- faculti
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
#3evidence-1047395 The effects of global warming or climate damage include far-reaching and long-lasting changes to the natural environment, to ecosystems and human societies caused directly or indirectly by human emissions of greenhouse gases.
- gase
- indirectli
- human (shared with the claim)
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
#4evidence-909767 LMTK2 (lemur tyrosine kinase 2), a human gene
- human (shared with the claim)
- gene
- kina
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
#5evidence-563887 Haplogroup R (Y-DNA), a human Y-chromosome (Y-DNA) haplogroup
- human (shared with the claim)
- dna
- chromosom
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
#6evidence-157108 A macula is a spot on the retina of the human eye.
- human (shared with the claim)
- spot
- eye
- cos
- 1.000
- overlap
- 0.333
- score
- 1.333
- shared
- 1
Gold evidence (5)
evidence-459277 Buffalo are generally fed on coarse feeds; they convert them into the protein-rich lean meat.
- fed
- meat (shared with the claim)
- rich
- lean
- coar
- protein
- buffalo
- feed
- gener
- convert (shared with the claim)
evidence-1079220 conversion of human-inedible residues of food crops.
- human (shared with the claim)
- محمد
- conver
- residu
- food
- ine
- crop
evidence-368638 To obtain milk from dairy cattle, cows are made pregnant to induce lactation; they are kept lactating for three to seven years, then slaughtered.
- cattl
- pregnant
- dairi
- slaughter
- obtain
- milk
- cow (shared with the claim)
- kept
- induc
evidence-1193739 are vehemently against the consumption of meat and eggs (though they do consume and encourage the consumption of milk, butter and cheese).
- egg
- consum
- butter
- consumpt
- chee
- meat (shared with the claim)
- though
- milk
- encourag
evidence-474026 Carnivores require meat in their diet for survival, but carnists choose to eat meat based on their beliefs.
- requir
- محمد
- meat (shared with the claim)
- diet
- choo
- base
- eat (shared with the claim)
- belief
- carnivor
- surviv