Induction-based follow-ups furtherly clarify trends or patternswith more supporting observations and evidence. Prompts like "What additional data would strengthen or weaken this hypothesis?" align with the scientific method, enabling researchers to probe the strength of inductive reasoning. This is especially relevant in chemistry when forming hypotheses about reaction mechanisms or predicting material properties, where data-driven insights can guide further experimentation.