Add Spodoptera frugiperda examples for paper supplementary

- Switch example runner to fall armyworm (India + USA regions)
- Add generated example results JSON
- Update README with new example entry

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

README.md

@@ -66,6 +66,7 @@ OPENROUTER_API_KEY=...        # optional, for Llama/Gemini
 │   ├── generate_latex.py       # JSON → LaTeX converter for paper examples
 │   ├── example_results_*.json  # Generated example outputs
 │   ├── example_results_20260301_191932.json  # Striga asiatica (Africa + USA) — used in paper supplementary
+│   ├── example_results_20260302_102648.json  # Spodoptera frugiperda (India + USA) — used in paper supplementary
 │   └── species-verification.md # Example vignettes motivation (flow is approximate, not exact)
 │
 └── writing/

app.py

@@ -672,8 +672,10 @@ def run_examples():
     from datetime import datetime
 
     examples = [
-        {"species": "Striga asiatica", "region": "Africa", "model": "Llama-3 70B", "mode": "Researcher", "question": "What is the most effective way to manage Striga in my maize field?"},
-        {"species": "Striga asiatica", "region": "USA",    "model": "Llama-3 70B", "mode": "Researcher", "question": "What is the most effective way to manage Striga in my maize field?"},
+        # {"species": "Striga asiatica", "region": "Africa", "model": "Llama-3 70B", "mode": "Researcher", "question": "What is the most effective way to manage Striga in my maize field?"},
+        # {"species": "Striga asiatica", "region": "USA",    "model": "Llama-3 70B", "mode": "Researcher", "question": "What is the most effective way to manage Striga in my maize field?"},
+        {"species": "Spodoptera frugiperda", "region": "India", "model": "Llama-3 70B", "mode": "Researcher", "question": "What are the recommended IPM strategies for managing fall armyworm in my corn field?"},
+        {"species": "Spodoptera frugiperda", "region": "USA",   "model": "Llama-3 70B", "mode": "Researcher", "question": "What are the recommended IPM strategies for managing fall armyworm in my corn field?"},
     ]
 
     results = []

examples-work-out/example_results_20260302_102648.json

@@ -0,0 +1,20 @@
+[
+  {
+    "species": "Spodoptera frugiperda",
+    "region": "India",
+    "model": "Llama-3 70B",
+    "mode": "Researcher",
+    "question": "What are the recommended IPM strategies for managing fall armyworm in my corn field?",
+    "availability": "**Common Name:** Fall Armyworm\n\nInformation for **Spodoptera frugiperda** is available in region(s): **India, Midwest USA, USA**.",
+    "answer": "Based on the provided context, here are the recommended IPM strategies for managing fall armyworm in your corn field in India:\n\n**From India:**\n\n1. **Cultural Control:** Implement crop rotation, intercropping, and planting shortly after major rainstorms to reduce pest incidence.\n2. **Monitoring:** Use pheromone traps (8 traps/40 lures per acre) for early detection and adult population monitoring, applied based on Economic Threshold Level (ETL).\n3. **Biological Control:** Apply Metarhizium anisopliae (entomopathogenic fungus) at 1 kg/acre.\n4. **Botanical/Biorational:** Use azadirachtin 1500 ppm (neem-based) at 1 L/acre.\n5. **Chemical Control (need-based):** Apply emamectin benzoate 5% SG at 100 g/acre, based on ETL, noting that resistance has developed to older insecticides like cypermethrin and lambda-cyhalothrin.\n\n**From other regions:**\n\n**From USA:**\n\n1. **Cultural Control/Management Practices:** Rotate crops to disrupt the lifecycle of the pest, adjust planting dates to avoid peak periods of armyworm activity, and maintain field sanitation by removing crop residues and weeds that can serve as hosts. Additionally, consider using trap crops to attract and manage populations away from main crops.\n2. **Monitoring and Scouting:** Monitoring and scouting are essential to detect early infestations and apply controls effectively. Use pheromone traps to monitor adult moth populations and predict larval outbreaks.\n\n**General Knowledge:**\n\nIt is essential to adopt an Integrated Pest Management (IPM) approach, combining cultural, biological, and chemical controls to manage fall armyworm effectively. Regular monitoring and scouting will help in early detection and timely application of controls.\n\nPlease note that the recommended IPM strategies may vary depending on the specific region, climate, and"
+  },
+  {
+    "species": "Spodoptera frugiperda",
+    "region": "USA",
+    "model": "Llama-3 70B",
+    "mode": "Researcher",
+    "question": "What are the recommended IPM strategies for managing fall armyworm in my corn field?",
+    "availability": "**Common Name:** Fall Armyworm\n\nInformation for **Spodoptera frugiperda** is available in region(s): **India, Midwest USA, USA**.",
+    "answer": "Based on the provided context, here are the recommended IPM strategies for managing fall armyworm in your corn field in the USA:\n\n**From USA:**\n\n1. **Cultural Control/Management Practices**:\n\t* **Crop Rotation**: Rotate crops to disrupt the lifecycle of the pest.\n\t* **Planting Date Adjustment**: Alter planting dates to avoid peak periods of armyworm activity.\n\t* **Field Sanitation**: Remove crop residues and weeds that can serve as hosts.\n\t* **Trap Crops**: Use trap crops to attract and manage populations away from main crops.\n2. **Monitoring and Scouting**: Monitor and scout your fields regularly to detect early infestations and apply controls effectively. Use pheromone traps to monitor adult moth populations and predict larval outbreaks.\n\n**From Midwest USA:**\n\n1. **Scouting Tips**: Begin scouting in mid-June for corn, and continue until silks dry. Check whorls for larvae prior to tasseling in corn.\n\n**From India:**\n\n1. **Biological Control**: Application of Metarhizium anisopliae (entomopathogenic fungus) at 1 kg/acre has been shown to be effective in managing fall armyworm populations.\n\n**General Knowledge:**\n\nIt is essential to employ an Integrated Pest Management (IPM) strategy that combines cultural, biological, and chemical controls to manage fall armyworm populations effectively. This may involve using a combination of the above-mentioned methods, as well as other control options, such as biological control agents like parasitoids or predators, and chemical control methods like insecticides.\n\nPlease note that the specific IPM strategy may vary depending on the specific conditions of your corn field, such as the level of infestation, crop stage, and environmental factors. It is recommended to consult with local experts and conduct further research to develop a tailored IPM plan for your specific situation."
+  }
+]

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