Abstract: In some implementations, a computing device determines an event timeline that comprises one or more finance-related events associated with a person. A production classifier may be used to determine (i) an individual contribution of each event in the event timeline to a financial capacity of the person and (ii) a first decision regarding whether to extend credit to the person. A bias monitoring classifier may, based on the event timeline, determine a second decision whether to extend credit to the person. The bias monitoring classifier may be trained using pseudo-unbiased data. If a difference between the first decision and the second decision satisfies a threshold, the production classifier may be modified to reduce bias in decisions made by the production classifier.

Abstract: Systems and methods for growing vegetation are provided. The disclosed systems (100) and methods (1100, 1200) use rotating growth mats (102) and a cutting device (112). The rotating growth mats and cutting device can be coupled to an anaerobic digester (402) to generated methane gas using vegetation grown on the growth mats. The systems and methods may further use C artificial light sources (108) and a nutrients delivery system (110) to assist growth.

Abstract: Human skin surface cooling system used in bed during sleep, directing forced room air to an area above a flat mattress and under a top bed sheet, creating a tunnel of cool, moving air. User pre-selects air volume and run time, triggering a preset operating cycle from a remote actuator button. Weight bars isolate cooled bed area from non-cooled area. Optional fragrance and sound systems are provided.

Abstract: A drive assembly for a combine head includes a hub and a bearing received over a portion of the hub. The bearing defines a rotational axis of the hub. A plane passes radially through the bearing relative to the axis. A sprocket is coupled to the hub and is coaxial with the bearing. The sprocket has a plurality of teeth located around a perimeter of the sprocket, the plurality of teeth being located so that the plane passes radially through the plurality of teeth.

Abstract: A drive assembly for a combine head includes a hub and a bearing received over a portion of the hub. The bearing defines a rotational axis of the hub. A plane passes radially through the bearing relative to the axis. A sprocket is coupled to the hub and is coaxial with the bearing. The sprocket has a plurality of teeth located around a perimeter of the sprocket, the plurality of teeth being located so that the plane passes radially through the plurality of teeth.