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BixBench item

bix-54-q7

Question

What is the maximum colony area predicted at the optimal frequency (proportion of strain 287 in the mixtures) according to the best-fitting model among quadratic, cubic and natural spline (df=4) models? Use R for model fitting.

Ideal answer
(184000,185000)
Category
Imaging

Galaxy-API code with skills

1/3 pass

Galaxy-API code without skills

0/3 pass

replicate 3

fail
Answer178983.925081
Workflow
UDT: codex_swarm2_r_model_fit_20260708_v01UDT: codex_swarm2_r_model_fit_20260708_v02UDT: codex_swarm2_r_model_fit_20260708_v03

Open-ended code with skills

0/3 pass

replicate 1

fail
Answer180771.3635
Workflow
local codeverification note
No Galaxy historyHugging Face trace

replicate 2

fail
Answer180771.3635587
Workflow
local codeverification note
No Galaxy historyHugging Face trace

replicate 3

fail
Answer180771.363558699
Workflow
local codeverification note
No Galaxy historyHugging Face trace

Open-ended code without skills

0/3 pass

replicate 1

fail
Answer180771.3635586996
Workflow
local codeverification note
No Galaxy historyHugging Face trace

replicate 2

fail
Answer180771.362334791
Workflow
local codeverification note
No Galaxy historyHugging Face trace

replicate 3

fail
Answer180771.362011287
Workflow
local codeverification note
No Galaxy historyHugging Face trace