Protocol 4: Prompts Ia, Ib, Ic, Id, Ie, If Prompt Ia: Write a detailed report based on the document regarding how the interpretability and specific lactate production rate (Qlac) can be improved for Experiment 3 using a LLM. Explain the steps you took to arrive at your conclusions by citing selections of numerical data in quotations followed by new forecasted values (not percent increases), indicating whether a specific breakthrough is expected with the use of the LLM. [Paper 02 Attached] Prompt Ib: Write a detailed report based on the new attached documents regarding how the interpretability and specific lactate production rate (Qlac) can be improved for Experiment 3 using a LLM or other authors' methods. Explain the steps you took to arrive at your conclusions by identifying authors' names and citing selections of numerical data in quotations followed by new forecasted values (not percent increases), indicating whether a specific breakthrough is expected with the use of the LLM or other authors' methods. [Paper 03, 07 Attached] Prompt Ic: Write a detailed report based on the document regarding how mechanisms regulating the lactate shift and related metabolic control mechanisms important for productivity in CHO cells can be improved using a LLM. Explain the steps you took to arrive at your conclusions by citing selections of numerical data in quotations followed by new forecasted values (not percent increases), indicating whether a specific breakthrough is expected with the use of the LLM. [Paper 03 Attached] Prompt Id: Write a detailed report based on the new attached documents regarding how mechanisms regulating the lactate shift and related metabolic control mechanisms important for productivity in CHO cells can be improved using a LLM or other authors' methods. Explain the steps you took to arrive at your conclusions by identifying authors' names and citing selections of numerical data in quotations followed by new forecasted values (not percent increases), indicating whether a specific breakthrough is expected with the use of the LLM or other authors' methods. [Paper 02, 07 Attached] Prompt Ie: Write a detailed report based on the document regarding how MMK, OPLS, and NN models for predicting CHO cell growth, production, and metabolites can be improved using a LLM. Explain the steps you took to arrive at your conclusions by citing selections of numerical data in quotations followed by new forecasted values (not percent increases), indicating whether a specific breakthrough is expected with the use of the LLM.