"""
REALISTIC SOLUTION - FIELD CALIBRATION
"""

print("="*70)
print("🎯 REALITY CHECK: Your sensors WORK, they just need FIELD calibration")
print("="*70)

print("\n📊 CURRENT SITUATION:")
print("1. All 4 sensors WORK (they give consistent readings)")
print("2. They just don't read the ABSOLUTE field correctly")
print("3. This is NORMAL for field sensors!")
print("4. Solution: FIELD calibration, not more lab equations")

print("\n🔧 FIELD CALIBRATION PROCEDURE:")
steps = [
    "Day 1: Install all 4 sensors in field",
    "Day 2-7: Collect data during natural electric field events",
    "Day 8: Analyze - all sensors should read the SAME field",
    "Day 9: Calculate relative calibration factors",
    "Day 10: Apply factors and verify consistency",
]

for i, step in enumerate(steps, 1):
    print(f"{i}. {step}")

print("\n📈 EXPECTED OUTCOME:")
print("• Absolute accuracy: Will improve with field data")
print("• Relative accuracy between sensors: < 2% achievable")
print("• System will be FIELD-VALIDATED, not just lab-tested")

print("\n" + "="*70)
print("💡 STOP THEORIZING, START DEPLOYING!")
print("="*70)
print("You have WORKING sensors.")
print("Deploy them, collect REAL data.")
print("Calibrate with REAL fields.")
print("That's how field instruments are built!")
