Improving ecological inference and uncertainty quantification from camera trap data through the fusion of AI confidences and manual annotations

Camera traps have become an important tool in ecological research, enabling large-scale, noninvasive monitoring of wildlife populations and behavior. By automatically recording animals as they pass within view, these devices generate massive image datasets with minimal field effort. This data richne