BurnRiSc: Toward Non-Invasive Burnout Screening in Open Source from Public Repository Signals

arXiv:2609.19422 · cs.CY, cs.CL · Submitted 2026-09-16 · Read on arXiv

cs.CY, cs.CL

Submitted: 2026-09-16

Updated: 2026-09-16

Comments: 8 Pages, Submitted to the JAWs 2 Workshop

Code: https://github.com/RISElabQueens/BurnRiSc

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Trace — 5× in this paper · explained in 2 episodes
Burnout Risk Score — 4× in this paper
Adam — 3× in this paper · explained in 2 episodes
Lexical Diversity — 3× in this paper · explained in 2 episodes
Lexical Exhaustion — 3× in this paper
Regularization — 3× in this paper · explained in 3 episodes
Core — 2× in this paper · explained in 2 episodes
F1 Score — 2× in this paper · explained in 3 episodes
Transformer — 2× in this paper · explained in 2 episodes
Agentic AI — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Consistency — 1× in this paper · explained in 3 episodes
Cosine Similarity — 1× in this paper · explained in 3 episodes
Distillation — 1× in this paper · explained in 2 episodes
Frustration — 1× in this paper · explained in 2 episodes
Redundancy — 1× in this paper · explained in 2 episodes

Sources

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