diff --git a/papers/joss/paper.crossref b/papers/joss/paper.crossref
index 639a7bb22c54e74bb93aa6bd8808a54cd01d4168..e0f538da841ba2837a974dae6dade907bbe26e20 100644
--- a/papers/joss/paper.crossref
+++ b/papers/joss/paper.crossref
@@ -6,8 +6,8 @@
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+    <doi_batch_id>20220728T211233-31c226c27c5bafd915ddd929fd270d6cd13f2bf3</doi_batch_id>
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diff --git a/papers/joss/paper.md b/papers/joss/paper.md
index 33dbc9fc9c8e537f0b16937609028b8b5d91e780..a028ff55996452c170eb444d78ff54879eb98c5a 100644
--- a/papers/joss/paper.md
+++ b/papers/joss/paper.md
@@ -1,5 +1,5 @@
 ---
-title: '[binary_c-python]{.smallcaps}: A python-based stellar population synthesis tool and interface to [binary_c]{.smallcaps}'
+title: '`binary_c-python`: A python-based stellar population synthesis tool and interface to `binary_c`'
 tags:
   - Python
   - astronomy
diff --git a/papers/joss/paper.pdf b/papers/joss/paper.pdf
index 6c8f960b928d34ab8fd0cb2ccc119a383295559b..030b506e93708c6a61db1041213802a80e5c45db 100644
Binary files a/papers/joss/paper.pdf and b/papers/joss/paper.pdf differ