Update app.py

app.py

@@ -92,7 +92,7 @@ def main_interface(text):
     for model_path, model in models.items():
         quality_name = get_quality_name(model_path)
         avg_prob = model_prediction(model, text, device)
-        if avg_prob >= 0.90:  # Only consider probabilities >= 0.90
+        if avg_prob >= 0.995:  # Only consider probabilities >= 0.90
             results.append((quality_name, avg_prob))
         logging.info(f"Model: {model_path}, Quality: {quality_name}, Average Probability: {avg_prob:.3f}")
 
@@ -146,14 +146,7 @@ def render_html_output(top_qualities):
 
 example_texts = [
     ["The algorithm does not accurately distinguish between the positive and negative classes during edge cases.\n\nEnvironment: Production\nReproduction: Run the classifier on the test dataset with known edge cases."],
-    ["The system must handle at least 10,000 simultaneous users without performance degradation.\n\nEnvironment: Server-side processing\nReproduction: Conduct load testing simulating 10,000 users."],
-    ["There is a lack of consistency in code reviews, leading to varied quality in commits.\n\nEnvironment: Development team\nReproduction: Review the last month's commit logs and code review histories."],
-  
-    ["The API documentation is outdated, leading to incorrect usage by developers.\n\nEnvironment: Online documentation portal\nReproduction: Compare the endpoint documentation against the latest API code base."],
-    ["The current system architecture does not support horizontal scaling, which is necessary for handling increased loads.\n\nEnvironment: System architecture review\nReproduction: Analyse the current deployment and propose necessary changes for scalability."],
-    ["Users experience data loss when the network connection is unstable during data transmission.\n\nEnvironment: Mobile app, unstable network conditions\nReproduction: Test the data sync feature under various network conditions."],
    
-    ["The build fails intermittently on the CI server due to timing issues in test scripts.\n\nEnvironment: CI server Jenkins\nReproduction: Trigger the build process multiple times and note the occurrence of failures."],
     ["The regression tests do not cover scenarios involving concurrent user sessions.\n\nEnvironment: Test automation suite\nReproduction: Update the test scripts to include tests for concurrent sessions."],
     ["There is frequent miscommunication between the development and QA teams regarding feature specifications.\n\nEnvironment: Inter-team meetings\nReproduction: Audit recent communication logs and meeting notes between the teams."],
     ["The service-oriented architecture does not effectively isolate failures, leading to cascading failures across services.\n\nEnvironment: Microservices architecture\nReproduction: Simulate a service failure and observe the impact on other services."]