Add preprint citation and fix typo

README.md

@@ -405,19 +405,21 @@ This dataset is dedicated to the public domain for the benefit of scientific pur
 }
 ```
 
-**kabr-tools manuscript (in preparation)**
+**kabr-tools manuscript (pre-print)**
 ```
-@article{kabr_tools_manuscript,
-  title={kabr-tools: An Open-Source Pipeline for Automated Wildlife Behavior Analysis from Drone Videos},
-  author={Jenna Kline and Maksim Kholiavchenko and Samuel Stevens and Nina van Tiel and Namrata Banerji and Matthew Thompson and Elizabeth Campolongo and Michelle Ramirez and Alec Sheets and Alison Zhong and Sowbaranika Balasubramaniam and Isla Duporge and Jackson Miliko and Neil Rosser and Tanya Berger-Wolf and Charles V. Stewart and Daniel I. Rubenstein},
-  journal={[Journal name]},
-  year={[Year]},
-  note={Manuscript in preparation}
+@misc{kline2025kabrtoolsautomatedframeworkmultispecies,
+      title={kabr-tools: Automated Framework for Multi-Species Behavioral Monitoring}, 
+      author={Jenna Kline and Maksim Kholiavchenko and Samuel Stevens and Nina van Tiel and Alison Zhong and Namrata Banerji and Alec Sheets and Sowbaranika Balasubramaniam and Isla Duporge and Matthew Thompson and Elizabeth Campolongo and Jackson Miliko and Neil Rosser and Tanya Berger-Wolf and Charles V. Stewart and Daniel I. Rubenstein},
+      year={2025},
+      eprint={2510.02030},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2510.02030}, 
 }
 ```
 
 Please also cite the original data source:
-- KABR Raw Videos: https://huggingface.co/datasets/imageomics/KABR-raw-videoss
+- KABR Raw Videos: https://huggingface.co/datasets/imageomics/KABR-raw-videos
 
 ## Contributions