disease_database.py

# disease_database.py
# Auto-generated database for PlantVillage diseases

DISEASE_DATABASE = {
    'Apple___Apple_scab': {
        'plantName': 'Apple',
        'diseaseName': 'Apple scab',
        'description': 'Apple scab detected in Apple',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Apple___Black_rot': {
        'plantName': 'Apple',
        'diseaseName': 'Black rot',
        'description': 'Black rot detected in Apple',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Apple___Cedar_apple_rust': {
        'plantName': 'Apple',
        'diseaseName': 'Cedar apple rust',
        'description': 'Cedar apple rust detected in Apple',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Apple___healthy': {
        'plantName': 'Apple',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Blueberry___healthy': {
        'plantName': 'Blueberry',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Cherry_(including_sour)___Powdery_mildew': {
        'plantName': 'Cherry (including sour)',
        'diseaseName': 'Powdery mildew',
        'description': 'Powdery mildew detected in Cherry',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Cherry_(including_sour)___healthy': {
        'plantName': 'Cherry (including sour)',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot': {
        'plantName': 'Corn (maize)',
        'diseaseName': 'Cercospora leaf spot Gray leaf spot',
        'description': 'Cercospora leaf spot detected in Corn',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Corn_(maize)___Common_rust_': {
        'plantName': 'Corn (maize)',
        'diseaseName': 'Common rust',
        'description': 'Common rust detected in Corn',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Corn_(maize)___Northern_Leaf_Blight': {
        'plantName': 'Corn (maize)',
        'diseaseName': 'Northern Leaf Blight',
        'description': 'Northern Leaf Blight detected in Corn',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Corn_(maize)___healthy': {
        'plantName': 'Corn (maize)',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Grape___Black_rot': {
        'plantName': 'Grape',
        'diseaseName': 'Black rot',
        'description': 'Black rot detected in Grape',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Grape___Esca_(Black_Measles)': {
        'plantName': 'Grape',
        'diseaseName': 'Esca (Black Measles)',
        'description': 'Esca detected in Grape',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Grape___Leaf_blight_(Isariopsis_Leaf_Spot)': {
        'plantName': 'Grape',
        'diseaseName': 'Leaf blight (Isariopsis Leaf Spot)',
        'description': 'Leaf blight detected in Grape',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Grape___healthy': {
        'plantName': 'Grape',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Orange___Haunglongbing_(Citrus_greening)': {
        'plantName': 'Orange',
        'diseaseName': 'Haunglongbing (Citrus greening)',
        'description': 'Citrus greening detected in Orange',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Peach___Bacterial_spot': {
        'plantName': 'Peach',
        'diseaseName': 'Bacterial spot',
        'description': 'Bacterial spot detected in Peach',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Peach___healthy': {
        'plantName': 'Peach',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Pepper,_bell___Bacterial_spot': {
        'plantName': 'Pepper, bell',
        'diseaseName': 'Bacterial spot',
        'description': 'Bacterial spot detected in Pepper',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Pepper,_bell___healthy': {
        'plantName': 'Pepper, bell',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Potato___Early_blight': {
        'plantName': 'Potato',
        'diseaseName': 'Early blight',
        'description': 'Early blight detected in Potato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Potato___Late_blight': {
        'plantName': 'Potato',
        'diseaseName': 'Late blight',
        'description': 'Late blight detected in Potato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Potato___healthy': {
        'plantName': 'Potato',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Raspberry___healthy': {
        'plantName': 'Raspberry',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Soybean___healthy': {
        'plantName': 'Soybean',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Squash___Powdery_mildew': {
        'plantName': 'Squash',
        'diseaseName': 'Powdery mildew',
        'description': 'Powdery mildew detected in Squash',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Strawberry___Leaf_scorch': {
        'plantName': 'Strawberry',
        'diseaseName': 'Leaf scorch',
        'description': 'Leaf scorch detected in Strawberry',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Strawberry___healthy': {
        'plantName': 'Strawberry',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Bacterial_spot': {
        'plantName': 'Tomato',
        'diseaseName': 'Bacterial spot',
        'description': 'Bacterial spot detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Early_blight': {
        'plantName': 'Tomato',
        'diseaseName': 'Early blight',
        'description': 'Early blight detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Late_blight': {
        'plantName': 'Tomato',
        'diseaseName': 'Late blight',
        'description': 'Late blight detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Leaf_Mold': {
        'plantName': 'Tomato',
        'diseaseName': 'Leaf Mold',
        'description': 'Leaf Mold detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Septoria_leaf_spot': {
        'plantName': 'Tomato',
        'diseaseName': 'Septoria leaf spot',
        'description': 'Septoria leaf spot detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Spider_mites Two-spotted_spider_mite': {
        'plantName': 'Tomato',
        'diseaseName': 'Spider mites Two-spotted spider mite',
        'description': 'Spider mites detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Target_Spot': {
        'plantName': 'Tomato',
        'diseaseName': 'Target Spot',
        'description': 'Target Spot detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Tomato_Yellow_Leaf_Curl_Virus': {
        'plantName': 'Tomato',
        'diseaseName': 'Tomato Yellow Leaf Curl Virus',
        'description': 'Yellow Leaf Curl Virus detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___Tomato_mosaic_virus': {
        'plantName': 'Tomato',
        'diseaseName': 'Tomato mosaic virus',
        'description': 'Tomato mosaic virus detected in Tomato',
        'symptoms': [],
        'solutions': ['Consult agricultural expert', 'Apply appropriate treatment'],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'Moderate',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    },
    'Tomato___healthy': {
        'plantName': 'Tomato',
        'diseaseName': None,
        'description': 'Plant appears healthy',
        'symptoms': [],
        'solutions': [],
        'preventiveCare': ['Regular monitoring', 'Proper watering', 'Good air circulation'],
        'severity': 'None',
        'environmentalFactors': {
            'idealTemp': '20-28C',
            'humidity': '50-70%',
            'sunlight': '6-8 hours daily',
            'wateringFreq': 'Every 2-3 days',
            'soilPH': '6.0-7.0'
        }
    }
}


def get_disease_info(disease_key):
    """Get disease information by key"""
    return DISEASE_DATABASE.get(disease_key, None)


def is_healthy(disease_key):
    """Check if disease key indicates healthy plant"""
    return 'healthy' in disease_key.lower()


def get_all_diseases():
    """Get list of all disease keys"""
    return list(DISEASE_DATABASE.keys())


def get_confidence_message(confidence, disease_key):
    """
    Returns appropriate message based on confidence level
    
    Parameters:
        confidence: Prediction confidence (0-100)
        disease_key: The predicted disease
    
    Returns:
        Dictionary with warning level and message
    """
    if confidence >= 85:
        return {
            'level': 'high',
            'message': None,
            'color': 'green'
        }
    elif confidence >= 70:
        return {
            'level': 'medium',
            'message': 'The model is fairly confident about this diagnosis, but consider getting a second opinion.',
            'color': 'yellow'
        }
    elif confidence >= 60:
        return {
            'level': 'low',
            'message': 'Low confidence detection. The model has limited data for this condition. Please consult an expert for verification.',
            'color': 'orange'
        }
    else:
        return {
            'level': 'very_low',
            'message': 'Very low confidence. The model does not have enough training data to reliably identify this condition. Please consult a plant expert or agricultural extension office.',
            'color': 'red'
        }