diff --git a/osm/schemas/metrics_schemas.py b/osm/schemas/metrics_schemas.py
index 48985a84..7aa83934 100644
--- a/osm/schemas/metrics_schemas.py
+++ b/osm/schemas/metrics_schemas.py
@@ -150,7 +150,7 @@ class RtransparentMetrics(EmbeddedModel):
     #  some extra fields
     affiliation_aff_id: Optional[str] = None
     affiliation_all: Optional[str] = None
-    article: Optional[str] = None
+    article: Optional[int] = None
     author: Optional[str] = None
     author_aff_id: Optional[str] = None
     correspondence: Optional[str] = None
diff --git a/web/deploy/README.md b/web/deploy/README.md
index 9e74e7b5..18b45df1 100644
--- a/web/deploy/README.md
+++ b/web/deploy/README.md
@@ -22,7 +22,7 @@ Guidance for deployment using Terraform and Docker Compose and GitHub Actions.
      - S3 bucket configuration for storing Terraform state files.
      - DynamoDB table for state locking.
 
-4. **Deployment Script (deploy.sh)**
+4. **Deployment Script (deploy.py)**
    - **Purpose**: Automate the deployment process for local development (staging environment).
    - **Steps**:
      - Set environment variables.
diff --git a/web/deploy/compose.override.yaml b/web/deploy/compose.override.yaml
deleted file mode 100644
index 5a327f7a..00000000
--- a/web/deploy/compose.override.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-services:
-  osm_web_api:
-    environment:
-      - MONGODB_URI=mongodb://db:27017/test
-      # - MONGODB_URI=mongodb://mongoadmin:secret@db:27017/osm
-    volumes:
-      - ./:/app/app
-    working_dir: /app/app
-    command: ["fastapi","dev","--host","0.0.0.0","--port","80"]
-    depends_on:
-        - db
-
-  db:
-    image: mongo:4.4.6
-    ports:
-      - 27017:27017
-    environment:
-      - MONGO_INITDB_DATABASE=test
-    #   - MONGO_INITDB_ROOT_USERNAME=mongoadmin
-    #   - MONGO_INITDB_ROOT_PASSWORD=secret
diff --git a/web/deploy/compose.yaml b/web/deploy/compose.yaml
deleted file mode 100644
index 0110735e..00000000
--- a/web/deploy/compose.yaml
+++ /dev/null
@@ -1,39 +0,0 @@
-services:
-  osm_web_api:
-    image: osm_web_api
-    environment:
-      - MONGODB_URI="mongodb+srv://the_rest_of_the_connection_string"
-    ports:
-      - 80:80
-  # traefik:
-  #   image: traefik:v3.1
-  #   volumes:
-  #     - "/var/run/docker.sock:/var/run/docker.sock"
-  #     - "./traefik:/etc/traefik"
-  #     - "./letsencrypt:/letsencrypt"
-  #   ports:
-  #     - "80:80"
-  #     - "443:443"
-  traefik:
-    image: "traefik"
-    container_name: "traefik"
-    command:
-      - "--api.insecure=true"
-      - "--metrics.prometheus=true"
-      - "--providers.docker=true"
-      - "--providers.docker.exposedbydefault=false"
-      - "--entrypoints.web.address=:80"
-      - "--entrypoints.websecure.address=:443"
-      - "--entrypoints.websecure.http.tls=true"
-      - "--entrypoints.websecure.http.tls.certresolver=letsencrypt"
-      # http -> https redirect
-      - "--entrypoints.web.http.redirections.entryPoint.to=websecure"
-      - "--entrypoints.web.http.redirections.entryPoint.scheme=https"
-      - "--entrypoints.web.http.redirections.entrypoint.permanent=true"
-    ports:
-      - "80:80"
-      - "443:443"
-      - "8080:8080"
-    volumes:
-      - "/var/run/docker.sock:/var/run/docker.sock:ro"
-      - myrttle_letsencrypt:/letsencrypt