I don't think you can call yourself an academic if you're unwilling to share and describe your methodology in sufficient detail that others can follow it. That

I don't think you can call yourself an academic if you're unwilling to share and describe your methodology in sufficient detail that others can follow it. That's the major difference between academia and industry. Also it should obviously be mandatory for taxpayer-funded research.