diff --git a/docs/in-use/datalake.md b/docs/in-use/datalake.md
index 49aff07a..c9b663ea 100644
--- a/docs/in-use/datalake.md
+++ b/docs/in-use/datalake.md
@@ -24,7 +24,7 @@ parent: RO-Crate In Use
 
 Knowledge Enhanced Digital Objects ([KEOD](https://github.com/luoyu357/KEDODataLake)) is an experimental approach of building a data lake using a combination of knowledge graphs, RO-Crate and PID records. 
 
-A KEDO PID is a Handle that identifies a KEDO Object, described using a KEDO RO-Crate. This crate again has \emph{internal RO-Crate}s as parts, which records a combination of _Features_ and _Insights_. The distinction is that features are mainly fixed at digital object creation and considered directly describing the object's nature, while insights can be discovered later from further processing and linkage.
+A KEDO PID is a Handle that identifies a KEDO Object, described using a KEDO RO-Crate. This crate again has _internal RO-Crate_s as parts, which records a combination of _Features_ and _Insights_. The distinction is that features are mainly fixed at digital object creation and considered directly describing the object's nature, while insights can be discovered later from further processing and linkage.
 
 Files in a KEDO RO-Crate are stored locally, and each recorded with a Handle PID within the crate. In this KEOD setup of multiple graphs then form a single knowledge unit.
 
diff --git a/docs/in-use/desci.md b/docs/in-use/desci.md
index 45319eb1..6b522730 100644
--- a/docs/in-use/desci.md
+++ b/docs/in-use/desci.md
@@ -23,7 +23,7 @@ parent: RO-Crate In Use
 
 The [DeSci Nodes](https://docs.desci.com/) system has been developed by the [DeSci foundation](https://www.descifoundation.org/), where [dPID](https://www.dpid.org/) (distibuted Persistent Identifier) act  as an overlay of the Interplanetary File System (IPFS).
 
-Users can interact with the DeSci platform for building and publishing Research Objects, and the [DeSci metadata](https://docs.desci.com/learn/open-state-repository/metadata) are exposed as a [detached RO-Crate](https://www.researchobject.org/ro-crate/1.2-DRAFT/structure.html\#detached-ro-crate) with IPFS references (see [example dPID](https://beta.dpid.org/46?jsonld)). 
+Users can interact with the DeSci platform for building and publishing Research Objects, and the [DeSci metadata](https://docs.desci.com/learn/open-state-repository/metadata) are exposed as a [detached RO-Crate](https://www.researchobject.org/ro-crate/1.2-DRAFT/structure.html#detached-ro-crate) with IPFS references (see [example dPID](https://beta.dpid.org/46?jsonld)). 
 
 DeSci Nodes have documented a [FAIR Implementation Profile](https://docs.desci.com/learn/fair-data/fair-compliance/desci-nodes-fip) (FIP) documenting compliance with FAIR principles.