3.5 Sonnet and 3 Opus generations trended to be of lower quality and were less convincing, but provided original author numbers in quotes for the second and third prompts. For instance, 3.5 Sonnet found that the Paper 02 "Experiment 3 using the stirred tank reactor achieved "an average R 2 of 0.817" overall, but specifically for lactate predictions showed a lower "R 2 of 0.602" compared to Experiments 1 and 2." 3 Opus utilized Paper 07 regarding "the NN model plateaued around "~330 mg/L" mAb titer after 250 hours, compared to the actual titer of approximately 450 mg/L at that timepoint based on Figure . By training on more complete datasets enabled by LLM data imputation, the NN model titer prediction at 250 hours could potentially be increased to around 400-425 mg/L."