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One way that scientists ensure that data is reliable is through data display. replicating experiments. Internet research. clear explanation.
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Replicating experiments!
The other three options all contain some kind of bias. A scientist wants their work to be significant and so they can choose to display or explain their data in a way that supports a hypothesis, or collect other research that supports their findings while ignoring or downplaying research that doesn't. If a completely different scientist manages to produce the same results in their own experiment, it would make those original results stronger because someone who didn't have a personal stake in those results was able to replicate them independently.
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