diff --git a/alea/model.py b/alea/model.py
index 5be8e707..6296b3cd 100644
--- a/alea/model.py
+++ b/alea/model.py
@@ -260,7 +260,7 @@ def get_expectation_values(self, **parameter_values):
     def nominal_expectation_values(self):
         """Nominal expectation values for the sources of the likelihood.
 
-        For this to work, you must implement `get_expectation_values`.
+        For this to work, you must implement ``get_expectation_values``.
 
         """
         return self.get_expectation_values()  # no kwargs for nominal
diff --git a/alea/models/blueice_extended_model.py b/alea/models/blueice_extended_model.py
index 3eaefddb..b6f4b6c0 100644
--- a/alea/models/blueice_extended_model.py
+++ b/alea/models/blueice_extended_model.py
@@ -19,7 +19,7 @@
 class BlueiceExtendedModel(StatisticalModel):
     """A statistical model based on blueice likelihoods.
 
-    This class extends the `StatisticalModel` class and provides methods
+    This class extends the ``StatisticalModel`` class and provides methods
     for generating data and computing likelihoods based on blueice.
 
     Attributes:
@@ -127,7 +127,7 @@ def data(self, data: Union[dict, list]):
 
     def get_source_name_list(self, likelihood_name: str) -> list:
         """Return a list of source names for a given likelihood term. The order is the same as used
-        in the `source` column of the data, so this can be used to map the indices provided in the
+        in the ``source`` column of the data, so this can be used to map the indices provided in the
         data to a source name.
 
         Args:
diff --git a/alea/parameters.py b/alea/parameters.py
index 04b69972..9ba1424d 100644
--- a/alea/parameters.py
+++ b/alea/parameters.py
@@ -142,7 +142,7 @@ def nominal_value(self, value: Optional[float]) -> None:
 
     @property
     def needs_reinit(self) -> bool:
-        """Return True if the parameter needs re-initialization (for ptype `needs_reinit`)."""
+        """Return True if the parameter needs re-initialization (for ptype ``needs_reinit``)."""
         needs_reinit = False
         if self.ptype == "needs_reinit":
             needs_reinit = True
diff --git a/docs/make_docs.sh b/docs/make_docs.sh
index 64a7b523..c26687b8 100755
--- a/docs/make_docs.sh
+++ b/docs/make_docs.sh
@@ -2,4 +2,5 @@
 make clean
 rm -r source/reference
 sphinx-apidoc -o source/reference ../alea
+rm source/reference/modules.rst
 make html #SPHINXOPTS="-W --keep-going -n"
diff --git a/docs/source/reference/modules.rst b/docs/source/reference/modules.rst
deleted file mode 100644
index 544b6d78..00000000
--- a/docs/source/reference/modules.rst
+++ /dev/null
@@ -1,7 +0,0 @@
-alea
-====
-
-.. toctree::
-   :maxdepth: 4
-
-   alea