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A soft, bistable valve for autonomous control of soft actuators

2018· article· en· 530 citations· W2791239448 on OpenAlex· 10.1126/scirobotics.aar7986

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.013
GPT teacher head0.252
Teacher spread
0.239 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

), generating periodic motion using air from a single source of constant pressure. The valve, as a component of pneumatic circuits, enables (i) a gripper to grasp a ball autonomously and (ii) autonomous earthworm-like locomotion using an air source of constant pressure. These valves are fabricated using straightforward molding and offer a way of integrating simple control and logic functions directly into soft actuators and robots.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
Science Robotics
Topic
Soft Robotics and Applications
Field
Engineering
Canadian institutions
Funders
Natural Sciences and Engineering Research Council of CanadaVetenskapsrådetU.S. Department of EnergyNational Science Foundation
Keywords
BistabilitySoft roboticsActuatorSoft tissueControl theory (sociology)Computer scienceMaterials scienceControl (management)MedicineOptoelectronicsSurgeryArtificial intelligence
Has abstract in OpenAlex
yes