… were more closely matched scientific expert opinions. These … Random experiments also
predicted that knowledge diversity … We first combine individual maps by stakeholder types to …

… checklist of bee species distributions and >5,800,000 public … turn, use these predictions to
model bee richness worldwide. … For listing and a map of the countries that fall into each region…

… expert knowledge and significantly improves the mapping of … Formally, our objective is to
predict a crop type map Y ∈ I R H×… To match that format, we assign the same label to all pixels …

… automatic tissue maps, our system predicts conversion to exAMD … expert performance on
the task, we compare model … referral and diagnosis model closely matched the performance …

… limit species distributions and movement required to shift their … were made by expert evaluation
using maps, atlases, and … This resulted in a seamless elevation dataset that matched the …

… The position of species within this space maps with 70–85% accuracy onto major niche
axes… phenotypically matched pairs of families by fitting a random forest model predicting family …

… , and it is not possible to match an annotation to an expert. Thus, the four sets of … model,
we used the mean of the logit map distribution. We computed the DSC between the prediction …

… enthusiasts with a wide range of expertise. While many recordings … a one-to-one mapping
between predictions and ground truth … When an event predicted by the model is matched to a …

… After segmenting the full study area, we matched the delineated … The tree species distributions
of our training and validation … We aim to use the tree species maps produced in this study …

… work shows how matching human experts with deep learning … distributions for all tasks using
multiple charts and maps, and … measure the distance in years between a prediction and the …