Transparent Claim Classification
Every major Vriksh Vani claim — scientific, hardware, AI, and legal — classified by status, evidence type, and confidence level. No claim is presented without its evidential basis.
Status system: VERIFIED · PROTOTYPE · RESEARCH HYPOTHESIS · TARGET CONCEPT · SIMULATION
3
Verified
1
Prototype
4
Research
4
Concept
Confidence Distribution
Showing 12 of 12 registered claims
Foliar Transpiration Evaporative Cooling
Established physical energy balance law. Foliar water loss causes leaf temperature reduction relative to ambient air.
Pre-Wilting Stomatal Stress Thermal Signatures
Research Note #001 benchtop trial on Monstera deliciosa (+1.4C thermal shift 180 min prior to wilting).
Boundary-Layer Micro-Airflow Stomatal Conductance
Research Note #002 investigating air movement over leaf surfaces and stomatal aperture dynamics.
Root Zone Gas Resistance Moisture Correlation
Research Note #003 methodology draft. Pending physical BME688 benchtop execution in Phase 05.
FLIR Lepton 3.5 LWIR Thermal Array Integration
NIH-01 target hardware specification (160x120 pixel thermal array).
Bosch BME688 MOX Gas Resistance Sensing
Target hardware for total VOC resistance monitoring. Benchtop calibration log published.
ESP32-S3 INT8 TinyML Local Inference 38ms
Lab Journal LOG-001: Verified 38ms inference latency on ESP32-S3 DevKit with quantized TFLite Micro model.
Ceramic Kiln Firing Zero-Porosity Vitrification
Lab Journal LOG-002: Karnataka stoneware 1250C firing. Zero liquid absorption confirmed.
NTE On-Device Voice Synthesis Concept
Concept simulation only. No physical TTS model trained or deployed.
Biophysical Stress State TinyML Classification
Architecture target. Feature engineering and model training not yet begun.
VPD as Governing Transpiration Metric
Well-established horticultural and plant physiology literature. Monteith-Unsworth energy balance model.
Local-First Privacy Architecture
Target architecture. No RGB camera. Volatile SRAM frame buffer. Privacy by design.