A scientist wants to determine whether a new fertilizer increases the growth rate of tomato plants compared to the standard fertilizer. After the experiment, the $p$-value is calculated to be $0.22$. At a significance level of $0.05$, what should the scientist conclude about the null hypothesis and the effectiveness of the new fertilizer?

Reject the null hypothesis, as there is sufficient evidence to support the claim that the new fertilizer is more effective

Reject the null hypothesis, since there is insufficient evidence to support the claim that the new fertilizer is more effective

Fail to reject the null hypothesis, as there is insufficient evidence to support the claim that the new fertilizer is more effective

Fail to reject the null hypothesis, since there is sufficient evidence to support the claim that the new fertilizer is more effective