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Any decisions produced by an algorithmic system should be explainable to the people affected by those decisions.
Should our AI be explainable to another data scientist?
The reason why anticommunism lasted so long as a dominant ideology in South Korea may be explainable to national division and the 'de facto' war since the ceasefire of 1953.
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The answer to the concrete case example is explainable to a lesser degree by the investigated independent factors than the answer to the abstract question (8.2% vs. 16.4% explained variance).
Informational proteins appear in lists of transferred genes, with implied transfer distances (e.g. between proteobacterial classes, or bacterial phyla) that are unlikely to be explainable due to artifacts of phylogenetic inference.
Moreover, it needs to be explainable and needs to be dynamic in data gathering and understanding goals and requirements.
But, while Clinton's charmless campaign and victory can be explained by the traditional churn of party politics and competition, Trump's rise seems to be explainable largely in terms usually applied to nativism, racism, and jingoism.
However, at concentrations above 20 mM ferrocytochrome c has a significant ability to remove NO from aerobic solutions [12]; this is too large to be explainable by reversible binding of NO to the ferricytochrome c produced in the reaction.
Because we expect supervenience theses to be explainable, it is hard for us to rest content with a supervenience thesis if we do not see what would explain why it is true.
This could be explainable by differential exposure to nitrosative DNA damage, linked to the consumption of foods promoting metabolic stress and chronic low-grade inflammation.
This does not appear to be explainable by increased toxicity but instead may be due to treatment of patients with significantly advanced disease with lower DS-GPA scores (mean DS-GPA 1.7 vs. 2.2, data not shown).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com