DOC: Change bibtex handle for CLIBD to be uppercase

Author: scottclowe

README.rst

@@ -415,7 +415,7 @@ If you use the CLIBD partitioning scheme for BIOSCAN-1M, please also consider ci
 
 .. code-block:: bibtex
 
-    @inproceedings{clibd,
+    @inproceedings{CLIBD,
         title={{CLIBD}: Bridging Vision and Genomics for Biodiversity Monitoring at Scale},
         author={ZeMing Gong and Austin Wang and Xiaoliang Huo and Joakim Bruslund Haurum
             and Scott C. Lowe and Graham W. Taylor and Angel X Chang

docs/source/api.rst

@@ -1,7 +1,7 @@
 API Reference
 =============
 
-We provide :class:`~bioscan_dataset.BIOSCAN1M` , :class:`~bioscan_dataset.BIOSCAN5M` and :class:`~bioscan_dataset.CanadianInvertebrates` classes to load the respective `BIOSCAN-1M <BIOSCAN-1M paper_>`_ , `BIOSCAN-5M <BIOSCAN-5M paper_>`_ and `Canadian Invertebrates 1.5M <Canadian Invertebrates 1.5M paper_>`_ datasets for use within PyTorch.
+We provide :class:`~bioscan_dataset.BIOSCAN1M` , :class:`~bioscan_dataset.BIOSCAN5M` and :class:`~bioscan_dataset.CanadianInvertebrates` classes to load the respective `BIOSCAN-1M <BIOSCAN-1M paper_>`_ , `BIOSCAN-5M <BIOSCAN-5M paper_>`_ and `Canadian Invertebrates <Canadian Invertebrates paper_>`_ datasets for use within PyTorch.
 These classes are subclasses of :class:`torch.utils.data.Dataset` and are designed to be used with PyTorch's :class:`~torch.utils.data.DataLoader` for batching and model training.
 
 General usage instructions for :class:`~bioscan_dataset.BIOSCAN1M` , :class:`~bioscan_dataset.BIOSCAN5M` and :class:`~bioscan_dataset.CanadianInvertebrates` are provided in our :doc:`usage <index>` guide.
@@ -17,7 +17,7 @@ These functions do not need to be manually called when you are using :class:`~bi
 
 .. _BIOSCAN-1M paper: https://papers.nips.cc/paper_files/paper/2023/hash/87dbbdc3a685a97ad28489a1d57c45c1-Abstract-Datasets_and_Benchmarks.html
 .. _BIOSCAN-5M paper: https://arxiv.org/abs/2406.12723
-.. _Canadian Invertebrates 1.5M paper: https://doi.org/10.1038/s41597-019-0320-2
+.. _Canadian Invertebrates paper: https://doi.org/10.1038/s41597-019-0320-2
 
 
 BIOSCAN-1M Dataset
@@ -40,8 +40,8 @@ BIOSCAN-5M Dataset
 
 .. autofunction:: bioscan_dataset.load_bioscan5m_metadata
 
-Canadian Invertebrates 1.5M Dataset
------------------------------------
+Canadian Invertebrates Dataset
+------------------------------
 
 .. autoclass:: bioscan_dataset.CanadianInvertebrates
     :members: