diff --git a/.github/workflows/ci-tests-drafts.yaml b/.github/workflows/ci-tests-drafts.yaml
index cc504b58..737e189a 100644
--- a/.github/workflows/ci-tests-drafts.yaml
+++ b/.github/workflows/ci-tests-drafts.yaml
@@ -34,3 +34,4 @@ jobs:
       with:
         fail_ci_if_error: true
         token: ${{ secrets.CODECOV_TOKEN }}
+        version: "v0.1.15"
diff --git a/.github/workflows/ci-tests.yaml b/.github/workflows/ci-tests.yaml
index 49d1fab3..195d7921 100644
--- a/.github/workflows/ci-tests.yaml
+++ b/.github/workflows/ci-tests.yaml
@@ -40,3 +40,4 @@ jobs:
       with:
         fail_ci_if_error: true
         token: ${{ secrets.CODECOV_TOKEN }}
+        version: "v0.1.15"
diff --git a/.github/workflows/lint-format.yaml b/.github/workflows/lint-format.yaml
index 3c2ea9b7..5d87d02c 100644
--- a/.github/workflows/lint-format.yaml
+++ b/.github/workflows/lint-format.yaml
@@ -25,7 +25,7 @@ jobs:
 
       - name: Archive production artifacts
         if: ${{ success() }} || ${{ failure() }}
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: MegaLinter reports
           path: |
diff --git a/paper/paper.bib b/paper/paper.bib
index ba8b42ae..454b61ad 100644
--- a/paper/paper.bib
+++ b/paper/paper.bib
@@ -83,7 +83,7 @@ @book{pearl2009causality
   month = {09},
   pagecount = {464},
   publisher = {Cambridge university press},
-  subtitle = {Models, Reasoning, and Infernce},
+  subtitle = {Models, Reasoning, and Inference},
   title = {Causality},
   year = {2009}
 }