Update readme.md

Author: yidanedencao

vignettes/social_gain_vignette/readme.md

@@ -148,7 +148,7 @@ This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/onto
 3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
 4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
 5. [Peer 75th percentile benchmark <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000128)
-6. Display format compatability: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+6. Display format compatibility: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
 
 The `Achieved peer average` [<sub>(GH)</sub>](https://github.com/Display-Lab/knowledge-base/blob/main/message_templates/achieved_peer_average.json) message reads:
 > Your performance is above the peer average this month for the measure [Measure name].
@@ -159,7 +159,8 @@ This message template `is about` [<sub>(OntoBee)</sub>](https://ontobee.org/onto
 3. [Positive performance trend set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000120)
 4. [Achievement set <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000121)
 5. [Peer average comparator <sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/PSDO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FPSDO_0000126)
-6. Display format compatability: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+6. Display format compatibility: `Line Graph` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/IAO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FIAO_0000573), `Bar Chart` [<sub>(BP)</sub>](https://bioportal.bioontology.org/ontologies/STATO?p=classes&conceptid=http%3A%2F%2Fpurl.obolibrary.org%2Fobo%2FSTATO_0000166)
+
 ## Software Pipeline (Precision Feedback Pipeline)
 ### Recipient annotation generation (Bitstomach)
 The first stage of the pipeline is a script called Bitstomach. This script analyzes recipient's performance data and generates features called **annotations**. These annotations describe features of the performance data such as performance trends over time, or how performance measures relate to other values like peer performance benchmarks and institutional performance goals.