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T1  - Black Boxes and the Role of Modeling in Environmental Policy Making 
SN  -  /  
UR  - http://hdl.handle.net/10138/328444 
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A1  - Maeda, Eduardo; Haapasaari, Päivi; Helle, Inari; Lehikoinen, Annukka; Voinov, Alexey; Kuikka, Sakari 
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PB  -  
Y1  - 2021 
LA  - eng 
AB  - Modeling is essential for modern science, and science-based policies are directly affected by the reliability of model outputs. Artificial intelligence has improved the accuracy and capability of model simulations, but often at the expense of a rational understanding of the systems involved. The lack of transparency in black box models, artificial intelligence based ones among them, can potentially affect the trust in science driven policy making. Here, we suggest that a broader discussion is ne... 
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KW  - 1172 Environmental sciences; artificial inteligence; modeling; environmental poicy; decision making; stackeholder engagement 
N1  -   
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ER  -