kitchen-thermodynamics / scripts /falsification_checker.py
André Guzzon
Initial commit: Kitchen Thermodynamics scientific infrastructure
174f1f7
#!/usr/bin/env python3
"""
Verificador sistemático de falsificações das 12 predições clássicas
Baseado na série 'Cremation of Thermodynamics'
"""
from dataclasses import dataclass
from typing import List, Dict
from enum import Enum
class FalsificationStatus(Enum):
CONFIRMED = "CONFIRMED"
PARTIAL = "PARTIAL"
UNVERIFIED = "UNVERIFIED"
@dataclass
class ClassicalPrediction:
number: int
statement: str
classical_mechanism: str
experiment: str
observation: str
status: FalsificationStatus
class FalsificationChecker:
"""
Tabela de falsificações do paper Kitchen Thermodynamics v6.0
"""
PREDICTIONS = [
ClassicalPrediction(1, "Meltwater flows downward on heated inclined surface", "Gravity", "Iceberg", "Reverses to upward at t≈90s", FalsificationStatus.CONFIRMED),
ClassicalPrediction(2, "Maximum gradient (0-100°C) dissipates in τ_eq≈160s", "Thermal diffusion", "Iceberg", "Sustained >720s (4.56×τ_eq)", FalsificationStatus.CONFIRMED),
ClassicalPrediction(3, "Liquid fat flows downhill on heated incline", "Gravity", "Butter", "Climbs uphill for 25+ min", FalsificationStatus.CONFIRMED),
ClassicalPrediction(4, "Butter flow is radially symmetric (scalar)", "Isotropic heat diffusion", "Butter", "Curved vector-field trajectories", FalsificationStatus.CONFIRMED),
ClassicalPrediction(5, "Marangoni drives fluid toward cooler regions", "Surface tension gradient", "Iceberg", "Anti-Marangoni: flow toward heat", FalsificationStatus.CONFIRMED),
ClassicalPrediction(6, "Bulk motion determined by temperature (convection)", "Buoyancy", "Water", "Motion tracks flame state, not T", FalsificationStatus.CONFIRMED),
ClassicalPrediction(7, "Water at 100°C more agitated than at 99.9°C", "Kinetic energy", "Water", "100°C+flame OFF = still; 99.9°C+flame ON = motion", FalsificationStatus.CONFIRMED),
ClassicalPrediction(8, "Boiling is temperature-threshold phenomenon", "Nucleation at T_boil", "Milk", "Stillness→overflow→stillness in 0.3°C range", FalsificationStatus.CONFIRMED),
ClassicalPrediction(9, "Convection is passive process driven by buoyancy", "Density differences", "Water/Beans", "Motion collapses in seconds when flame OFF", FalsificationStatus.CONFIRMED),
ClassicalPrediction(10, "Heating always increases temperature", "First Law (dU = δQ)", "Beans Short", "Temperature drops 1.5°C in 41s with fire ON", FalsificationStatus.CONFIRMED),
ClassicalPrediction(11, "Bottom of pot is hottest point when heated from below", "Conduction", "Beans Short", "Bottom 16.6°C, liquid above 21.5°C (Δ=4.9°C)", FalsificationStatus.CONFIRMED),
ClassicalPrediction(12, "Temperature rises monotonically until boiling", "Heat capacity", "Beans Long", "46s plateau 0.3°C below baseline, then 17+min rise without flame", FalsificationStatus.CONFIRMED)
]
def summary(self) -> Dict:
total = len(self.PREDICTIONS)
confirmed = sum(1 for p in self.PREDICTIONS if p.status == FalsificationStatus.CONFIRMED)
return {
"total_predictions": total,
"confirmed_falsifications": confirmed,
"falsification_rate": confirmed / total,
"experiments_covered": len(set(p.experiment for p in self.PREDICTIONS))
}
if __name__ == "__main__":
checker = FalsificationChecker()
print("=" * 60)
print("KITCHEN THERMODYNAMICS — FALSIFICATION SUMMARY")
print("=" * 60)
s = checker.summary()
print(f"Total: {s['total_predictions']} | Falsificações: {s['confirmed_falsifications']} ({s['falsification_rate']*100:.1f}%)")