S3 deployment fails due to CDK bootstrapping issue

[toytown]

Describe the bug
CDK Bootstrap does not work in the management account with s3 deployment as source repository for LZA

To Reproduce

1. Create a new management account
2. Enable organization * aws organizations create-organization
3. Checkout LZA v1.11.1 from github.
4. Build the package as described in the doc https://docs.aws.amazon.com/solutions/latest/landing-zone-accelerator-on-aws/source-code-location.html
   > yarn build && yarn cdk synth --context use-s3-source=true
5. Create a s3 bucket. Deploy the AWSAccelerator-InstallerStack.template.json template to this new s3 bucket
6. Launch cloudformation stack called "AWSAccelerator-Installer" using the AWSAccelerator-InstallerStack.template.json in above step 5.
7. Create an another s3 bucket for LZA source . Enable versioning for this bucket.
8. Upload the LZA release version v1.11.1 from https://github.com/awslabs/landing-zone-accelerator-on-aws/releases/tag/v1.11.1 into releases/v1.11.1.zip in the s3 bucket created in step 8 .
9. The codepipline fails "An error occurred (ValidationError) when calling the DescribeStacks operation: Stack with id AWSAccelerator-CDKToolkit does not exist"

Expected behavior
CDK bootstrap should be done by default with Codepipeline. This error does not occur if deployed with github as a source reporitory

Please complete the following information about the solution:

• Version: v1.11.1

To get the version of the solution, you can look at the description of the created AWS CloudFormation stack used to install the LZA (AWSAccelerator-InstallerStack). For example, "(SO0199) Landing Zone Accelerator on AWS. Version 1.5.1.". If the description does not contain the version information, you can look at the Parameters of the stack for the RepositoryBranchName as that should contain the version number.

• Region: [eu-central-1]
• Was the solution modified from the version published on this repository? --> No
• If the answer to the previous question was yes, are the changes available on GitHub?
• Have you checked your service quotas for the services this solution uses?
• Were there any errors in the CloudWatch Logs? --> Yes . "An error occurred (ValidationError) when calling the DescribeStacks operation: Stack with id AWSAccelerator-CDKToolkit does not exist"

Screenshots

Additional context
Only occurs with s3 deployment as source repo.