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The spatial extent of the Maritimes Region reaches far beyond the Scotian Shelf and Slope, down to ~5100 m depth. Our data observations are limited to depths above ~2900 m. Extrapolation of model predictions to areas outside of the range of data observations <\/SPAN>where the environmental conditions could be different than those used to train the model, may produce unreliable predictions in those areas<\/SPAN>.<\/SPAN> For each random forest model<\/SPAN>, we highlight those areas within the study extent where model predictions are considered extrapolated.<\/SPAN><\/P>

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