{
  "crop": "Tomato",
  "growth": {
    "irrigation": {
      "ai_opinion": {
        "ai_irrigation_insights": {
          "hydraulic_insight": "ML-based prediction for Tomato",
          "irrigation_efficiency_score": 80,
          "precise_strategy": "Run pump for 0.03 mins at optimal time.",
          "raw_metrics": [
            {
              "label": "ML Volume",
              "value": "5.736 m\u00b3"
            },
            {
              "label": "ML Time",
              "value": "0.03 min"
            }
          ],
          "root_zone_outlook": "Hydration status calculated from ML model."
        },
        "ml_base": {
          "features": {
            "CROP TYPE": 14,
            "SOIL TYPE": 1,
            "TEMPERATURE": 30.0,
            "WEATHER CONDITION": 0
          },
          "pump_duration_min": 0.03,
          "water_needed_m3": 5.736
        },
        "soil_water_status": {}
      },
      "ml_base": {
        "pump_duration_min": "25"
      }
    },
    "pest": {
      "actionable_recommendations": [
        "Monitor field every 2-3 days using sticky traps and visual inspection",
        "Encourage natural predators (ladybugs, spiders) by planting flower strips at field edges",
        "Use spray only if 30% of plants show pest damage - spot-treat affected areas first"
      ],
      "confidenceScores": {
        "irrigation": 50,
        "market": 50,
        "pestRisk": 50
      },
      "dailyActionPlan": {
        "afternoon": "Scout field",
        "evening": "Update notes",
        "morning": "Check soil and plants",
        "priority": "NORMAL"
      },
      "decisionBreakdown": {
        "climate": 33,
        "soil": 33,
        "stage": 34
      },
      "forecast": {
        "predicted_pests": [
          {
            "likelihood": "Monitor for changes in weather",
            "name": "Common insects",
            "risk": "Low"
          },
          {
            "likelihood": "May increase if temperatures rise",
            "name": "Seasonal pests",
            "risk": "Medium"
          }
        ],
        "rainfall_prediction": 5,
        "week_2_risk": "Medium",
        "week_3_risk": "Low to Medium"
      },
      "multilingual": {
        "hindi": "\u0905\u092a\u0928\u0947 \u0916\u0947\u0924 \u0915\u093e \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0928\u093f\u092f\u092e\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u092e\u093f\u091f\u094d\u091f\u0940 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0947\u0902\u0964",
        "marathi": "\u0917\u093e\u0921\u0940\u091a\u0947 \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u093e \u0906\u0923\u093f \u0928\u093f\u092f\u092e\u093f\u0924\u092a\u0923\u0947 \u092e\u093e\u0924\u0940 \u0924\u092a\u093e\u0938 \u0915\u0930\u093e."
      },
      "pestAlert": {
        "action": "Monitor field regularly",
        "outbreak_details": "Regional pest activity may increase based on seasonal patterns",
        "risk": "Medium",
        "risk_7day": "Low",
        "type": "General monitoring"
      },
      "reasoning": "System is running in fallback mode. Manual monitoring and field observation recommended.",
      "threePartStrategy": {
        "futureOutlook": "Follow regional weather advisories for upcoming climate shifts.",
        "hydrationNutrition": "Maintain standard soil moisture profile. Check NPK balance.",
        "pestProtection": "Monitor daily for early pest signs. Use sticky traps."
      },
      "todayPlan": {
        "activity": "General field inspection",
        "alert": "AI Engine temporarily offline - monitor manually",
        "fertilizer": "N/A",
        "irrigation": "Standard watering"
      }
    }
  },
  "market": {
    "hubs": [
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Bhavnagar",
        "grade": "FAQ",
        "market": "Palitana",
        "max_price": 4000.0,
        "min_price": 2500.0,
        "modal_price": 3250.0,
        "state": "Gujarat",
        "variety": "Hybrid"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Mehsana",
        "grade": "FAQ",
        "market": "Mehsana(Mehsana Veg)",
        "max_price": 5500.0,
        "min_price": 2000.0,
        "modal_price": 4250.0,
        "state": "Gujarat",
        "variety": "Tomato"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Surat",
        "grade": "FAQ",
        "market": "Surat",
        "max_price": 6000.0,
        "min_price": 3000.0,
        "modal_price": 4500.0,
        "state": "Gujarat",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Hissar",
        "grade": "FAQ",
        "market": "Hansi",
        "max_price": 5000.0,
        "min_price": 4000.0,
        "modal_price": 4500.0,
        "state": "Haryana",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Hissar",
        "grade": "FAQ",
        "market": "Hissar",
        "max_price": 4500.0,
        "min_price": 2500.0,
        "modal_price": 4000.0,
        "state": "Haryana",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Rohtak",
        "grade": "FAQ",
        "market": "Rohtak",
        "max_price": 3000.0,
        "min_price": 1500.0,
        "modal_price": 2500.0,
        "state": "Haryana",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Kullu",
        "grade": "FAQ",
        "market": "Kullu",
        "max_price": 4500.0,
        "min_price": 3500.0,
        "modal_price": 4100.0,
        "state": "Himachal Pradesh",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Sirmore",
        "grade": "FAQ",
        "market": "Nahan",
        "max_price": 6000.0,
        "min_price": 5500.0,
        "modal_price": 5800.0,
        "state": "Himachal Pradesh",
        "variety": "Other"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Una",
        "grade": "FAQ",
        "market": "Una",
        "max_price": 6500.0,
        "min_price": 5000.0,
        "modal_price": 5800.0,
        "state": "Himachal Pradesh",
        "variety": "Tomato"
      },
      {
        "arrival_date": "19-10-2024",
        "commodity": "Tomato",
        "district": "Jammu",
        "grade": "FAQ",
        "market": "Batote",
        "max_price": 6500.0,
        "min_price": 5500.0,
        "modal_price": 6000.0,
        "state": "Jammu and Kashmir",
        "variety": "Other"
      }
    ],
    "outlook": {
      "current_market_price_per_kg": 35,
      "selling_strategy": "FLEXIBLE TIMING: Market is stable. Sell within 30 days for best cash flow. Monitor daily prices; sell when daily gains reach 5%."
    }
  },
  "status": "success"
}