add manual validation request on the submission form

opus_submitter/submissions/admin.py

@@ -168,10 +168,10 @@ class PuzzleResponseInline(admin.TabularInline):
 class SubmissionAdmin(admin.ModelAdmin):
     list_display = [
         "id", "user", "total_responses", "needs_validation", 
-        "is_validated", "created_at"
+        "manual_validation_requested", "is_validated", "created_at"
     ]
     list_filter = [
-        "is_validated", "created_at", "updated_at"
+        "is_validated", "manual_validation_requested", "created_at", "updated_at"
     ]
     search_fields = ["id", "user__username", "notes"]
     readonly_fields = ["id", "created_at", "updated_at", "total_responses", "needs_validation"]
@@ -182,7 +182,7 @@ class SubmissionAdmin(admin.ModelAdmin):
             "fields": ("id", "user", "notes")
         }),
         ("Validation", {
-            "fields": ("is_validated", "validated_by", "validated_at")
+            "fields": ("manual_validation_requested", "is_validated", "validated_by", "validated_at")
         }),
         ("Statistics", {
             "fields": ("total_responses", "needs_validation"),

opus_submitter/submissions/api.py

@@ -67,10 +67,19 @@ def create_submission(
 
     try:
         with transaction.atomic():
+            # Check if any confidence score is below 50% to auto-request validation
+            auto_request_validation = any(
+                (response_data.ocr_confidence_cost is not None and response_data.ocr_confidence_cost < 0.5) or
+                (response_data.ocr_confidence_cycles is not None and response_data.ocr_confidence_cycles < 0.5) or
+                (response_data.ocr_confidence_area is not None and response_data.ocr_confidence_area < 0.5)
+                for response_data in data.responses
+            )
+            
             # Create the submission
             submission = Submission.objects.create(
                 user=request.user if request.user.is_authenticated else None,
                 notes=data.notes,
+                manual_validation_requested=data.manual_validation_requested or auto_request_validation,
             )
 
             file_index = 0

opus_submitter/submissions/migrations/0007_submission_manual_validation_requested.py

@@ -0,0 +1,18 @@
+# Generated by Django 5.2.7 on 2025-10-30 11:05
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('submissions', '0006_remove_puzzleresponse_ocr_confidence_score_and_more'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='submission',
+            name='manual_validation_requested',
+            field=models.BooleanField(default=False, help_text='Whether the user specifically requested manual validation'),
+        ),
+    ]

opus_submitter/submissions/models.py

@@ -242,6 +242,12 @@ class Submission(models.Model):
     validated_at = models.DateTimeField(
         null=True, blank=True, help_text="When this submission was validated"
     )
+    
+    # Manual validation request
+    manual_validation_requested = models.BooleanField(
+        default=False, 
+        help_text="Whether the user specifically requested manual validation"
+    )
 
     # Timestamps
     created_at = models.DateTimeField(auto_now_add=True)

opus_submitter/submissions/schemas.py

@@ -34,6 +34,7 @@ class SubmissionIn(Schema):
     """Schema for creating a submission"""
 
     notes: Optional[str] = None
+    manual_validation_requested: bool = False
     responses: List[PuzzleResponseIn]
 
 
@@ -102,6 +103,7 @@ class SubmissionOut(ModelSchema):
             "is_validated",
             "validated_by",
             "validated_at",
+            "manual_validation_requested",
             "created_at",
             "updated_at",
         ]