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The reproducability problem stems from the increased complexity and cost of many experiments these days.
If someone else has spent a fortune getting all the kit to do X and patented it there is no financial motive for anyone to spend a fortune reproducing it.
I would solve this by only allowing patents on products and not on procedures.