0,877 MOLARER FAKTOR · BLATT-OFFSET VPD · CANG / CSC KONFORM
Laborpraezision ohne Schaetzungen.
CannaApp berechnet die exakte THC-Dosierung in Milligramm pro Portion fuer Cannabutter und MCT-Oel (Backofen 68% vs. POT by NOIDS 96,2% PID-Decarboxylierung), Blatt-Temperatur-VPD und LED-DLI fuer Martian Grow und Druid Nutrients sowie Software fuer Anbauvereinigungen (CSCs).
96.2%
POT by NOIDS 1C PID Decarb
-3.0°F
LED Leaf-Offset VPD Math
40 Units
Verified Spec Benchmark
CHANNEL A // 7.0G FLOWER @ 22% THCA → MCT INFUSION
0.877 MOLAR FACTOR
POT by NOIDS (96.2%)
1,193 mg
49.7 mg / portion (24x)
Kitchen Oven (68.0%)
845 mg
35.2 mg / portion (-348 mg lost)
Canopy VPD & DLI
1.08 kPa
36.7 DLI @ 850 PPFD (-3F leaf)
TERPENE GUARD: Beta-Myrcene 334F · Alpha-Pinene 311F · D-Limonene 349F
OPEN MATRIX →
Calibrated for NOIDS, Martian Grow, Druid Nutrients & EmptyVapes
Interactive Workbenches ↓
01 // EXTRACTION & INFUSION WORKBENCH
Interactive Edible, THC & Decarboxylation Calculator
Model exact cannabinoid activation across flower, bubble hash, and live rosin before infusing MCT oil, butter, or food-grade ethanol.
INSTRUMENT 01 // 0.877 MOLAR DECARB & LIPID CURVE
Edible, THC & Decarboxylation Potency Workbench
Computes exact bioavailable THC per serving accounting for CO2 mass loss (0.877x), thermal activation efficiency (96.2%% in POT by NOIDS vs 68%% in an oven), and carrier extraction.
Max Theoretical THC
1351 mg THC
Net Infused Batch THC
1193 mg THC
Exact Dose Per Portion
49.7 mg / serving
NOIDS vs Oven Gain
+348 mg saved vs Oven
Telemetry Classification
HIGH-POTENCY MEDICAL (40+ mg)
02 // ENVIRONMENTAL & PHOTON WORKBENCH
Interactive Leaf-Offset Canopy VPD & LED DLI Calculator
Account for evaporative leaf cooling (-2F to -5F) under high-efficiency bar LEDs and synchronize Daily Light Integral with root-zone EC.
INSTRUMENT 02 // TETENS LEAF-OFFSET SVP & PHOTON INTEGRAL
Leaf-Offset Canopy VPD (kPa) & LED DLI Workbench
High-efficiency bar LEDs (Martian Grow) emit zero radiant IR heat, leaving leaf surfaces 2F to 5F cooler than ambient room air.
True Stomatal VPD
1.08 kPa
Actual Leaf Surface Temp
75.0 F (23.9 C)
Daily Light Integral (DLI)
36.7 mol/m2/d
CO2 Enrichment Target
1200-1400 PPM CO2
Transpiration & EC Steering Verdict
OPTIMAL VEGETATIVE / EARLY FLOWER (0.9 - 1.3 kPa)
03 // VOLATILITY & BOILING-POINT MATRIX
Interactive Terpene Boiling-Point & Decarboxylation Chart
Filter monoterpenes, sesquiterpenes, and acidic cannabinoid activation kinetics to prevent thermal flavor burn-off.
Interactive Terpene Boiling-Point, Decarboxylation & Vape Viscosity Matrix
| Compound / Reaction | Class | Boiling / Activation Temp | Aroma & Pharmacology | Thermal Volatility Risk | Optimal Hardware / Preset |
|---|---|---|---|---|---|
| Beta-Myrcene | Monoterpene | 334F (168C) | Earthy, Mango, Clove; Blood-Brain Barrier Synergy & Sedation | High (Evaporates in open oven baking) | POT by NOIDS Sealed Lid / 2.2V EmptyVapes |
| D-Limonene | Monoterpene | 349F (176C) | Citrus Rind; Mood Elevation, 5-HT1A Agonist & Gastric Absorption | High (Requires sealed glass vessel) | Terplars Citrus Lock / 2.4V Ceramic Core |
| Alpha-Pinene | Monoterpene | 311F (155C) | Pine Needle, Rosemary; Bronchodilator & Acetylcholinesterase Inhibitor | Extreme (Lowest boiling monoterpene) | POT by NOIDS Sub-115C Cycle |
| Terpinolene | Monoterpene | 365F (185C) | Lilac, Pine, Apple; Uplifting Haze Signature | Moderate-High | EmptyVapes Postless 1.0ml (2.4V) |
| Beta-Ocimene | Monoterpene | 150F - 345F (66C - 174C) | Sweet Tropical Herb; Decongestant & Uplifting | Extreme (Lost above 160F rosin press) | WPFF Cold-Cure + Terplars Protocol |
| Linalool | Monoterpene Alcohol | 388F (198C) | Floral Lavender; GABAergic Anxiolytic & Anticonvulsant | Moderate (Stable during 240F decarb) | POT by NOIDS MCT Infusion |
| Beta-Caryophyllene | Dietary Cannabinoid / Sesquiterpene | 266F - 320F (130C - 160C) | Cracked Black Pepper; Selective CB2 Receptor Agonist | Moderate (Preserved in lipid carriers) | POT by NOIDS + MCT Lecithin Carrier |
| Alpha-Humulene | Sesquiterpene | 388F (198C) | Hoppy, Woody; Appetite Suppressant & Anti-Inflammatory | Low-Moderate | Druid Terp-Lock Finish + 60/60 Cure |
| THCA -> Delta-9 THC Activation | Cannabinoid Decarb | 230F - 240F (110C - 115C) for 35-45 min | Primary Psychoactive & Analgesic CB1 Agonist (0.877 Molar Factor) | Overheating (>265F) oxidizes THC into sedative CBN | POT by NOIDS THCA Decarb Program (96.2%) |
| CBDA -> CBD Activation | Cannabinoid Decarb | 245F - 255F (118C - 124C) for 50-60 min | Non-Intoxicating Allosteric Modulator & Anti-Inflammatory | Requires +15 min longer thermal dwell than THCA | POT by NOIDS CBD Decarb Program |
| CBGA -> CBG Activation | Cannabinoid Decarb | 230F (110C) for 40 min | Parent Stem-Cell Cannabinoid; Alpha-2 Adrenergic & Gut Support | Low boiling point (126F-230F); requires sealed glass | NOIDS Wiki CBG Protocol |
| Delta-9 THC -> CBN Conversion | Oxidative Sedative Shift | 265F (130C) extended 90-120 min | Deep Nighttime Sleep & Muscle Relaxation | Intentional extended thermal oxidation | POT by NOIDS Nighttime CBN Infusion |
04 // PRECISION LABWARE & CALIBRATION KITS
Analytical Dosage, TLC Testing & Canopy Sensor Kits
100% legal borosilicate luer-lock syringes, TLC cannabinoid test plates, leaf-offset IR pyrometers, and calibrated gummy molds. Volume tiers save up to 20%.
CannaApp Borosilicate Luer-Lock Oral & Cart Dosing Syringe Kit
Material: Heat-Resistant Lab Borosilicate Glass + Viton Plunger
Use Case: Zero-plastic dispensing of decarbed MCT oil, FECO/RSO, and live-rosin vape cart oil
ACCURACY: 99%
$47.50
CannaApp Home TLC Cannabinoid Potency & Decarb Verification Kit
Material: Analytical Silica Gel 60 F254 + Fast Blue BB Dye
Use Case: Measuring true THC%, CBD%, and residual un-decarbed THCA in home flower and infused oils
ACCURACY: 96%
$129.00
CannaApp Dual-Laser Leaf Surface IR Thermometer for VPD Offset
Material: Industrial Thermopile Sensor (-50C to +380C, Adjustable Emissivity 0.95)
Use Case: Measuring exact leaf-to-air temperature delta (-2F to -5F under LEDs) for true canopy VPD
ACCURACY: 98%
$89.50
CannaApp 25-Micron Stainless Infusion Strainer & Silicone Press Set
Material: Medical 316L Woven Stainless Mesh + Platinum-Cured Silicone
Use Case: Filtering ultrafine plant sediment from cannabutter, MCT oil, and alcohol tinctures
ACCURACY: 99%
$68.50
CannaApp UV-Amber Calibrated 1.0ml Graduated Tincture Bottles
Material: USP Type III Amber Glass + Kiln-Fired Volumetric Markings
Use Case: Sublingual MCT and ethanol tincture dosing with indelible mg-per-ml batch labels
ACCURACY: 99%
$58.00
CannaApp Calibrated 5ml/10ml Medical Silicone Edibles Mold Tray
Material: LFGB Platinum-Cured Non-Stick Silicone (-40C to +230C)
Use Case: Pouring uniform 5mg, 10mg, or 25mg gummies, chocolates, and coconut oil capsules
ACCURACY: 98%
$63.00
CannaApp Waterproof Digital EC/PPM & pH Hydroponic Calibration Duo
Material: Replaceable Glass Bulb pH Electrode + Titanium Alloy EC Probe
Use Case: Dialing in Druid Nutrients 1.2-2.4 EC feed strength and 5.8 pH root-zone uptake
ACCURACY: 99%
$116.00
CannaApp Swiss-Sensor Bluetooth Canopy VPD & Cure Jar Data Logger
Material: Sensirion SHT40 Swiss Digital Sensor (+-0.2C / +-1.5% RH)
Use Case: Live VPD tracking in grow tents and 60F/60% RH post-harvest curing jars
ACCURACY: 99%
$102.50
05 // 40-SYSTEM TECHNICAL BENCHMARK
Cannabis Hardware, LED Grow, Nutrient & B2B POS Database
Standardized efficiency, capacity, thermal/sensor precision, and verified retail pricing across 10 category-leading engineering brands.
| System & Spec Sheet | Brand | Category | Efficiency / SLA | Capacity / Output | Control Precision | Verified Price | Action |
|---|---|---|---|---|---|---|---|
| POT by NOIDS Precision Decarboxylator & Lipid Infuser SKU: CA-HW-NOIDS-01 · MPN: NOIDS-POT-V2 |
NOIDS | Decarb & Infuser | 96.2% | 28g Flower / 250ml Oil | +-1.0C PID Electronic | $229.00 | Specs → |
| POT by NOIDS Pro Lab Bundle (Dual Beaker + Fine Mesh Filter) SKU: CA-HW-NOIDS-02 · MPN: NOIDS-POT-PRO |
NOIDS | Decarb & Infuser | 97.0% | 35g Flower / 300ml Dual Beaker | +-0.8C Dual-Sensor PID | $269.00 | Specs → |
| NOIDS Closed-Loop Ethanol & RSO Condensation Module SKU: CA-HW-NOIDS-03 · MPN: NOIDS-COND-01 |
NOIDS | Decarb & Infuser | 94.5% | 200ml Ethanol Reclaim | +-1.0C Vapor Recovery | $119.00 | Specs → |
| NOIDS Borosilicate Beaker & Dual-Stage Micron Plunger Set SKU: CA-HW-NOIDS-04 · MPN: NOIDS-LAB-SET |
NOIDS | Decarb & Infuser | 95.0% | 250ml Lab Glass + Stainless Mesh | Thermal Shock Rated 260C | $49.00 | Specs → |
| Ardent FX Multifunctional Decarboxylator & Baker SKU: CA-HW-ARD-01 · MPN: ARD-FX-400 |
Ardent | Decarb & Infuser | 92.0% | 112g Flower / 950ml Vessel | +-2.5C Dual A1/A2 Presets | $290.00 | Specs → |
| Ardent Nova Compact THCA Decarboxylator SKU: CA-HW-ARD-02 · MPN: ARD-NOVA-100 |
Ardent | Decarb & Infuser | 91.0% | 28g Flower / 180ml Sleeve | +-2.5C Single-Button Preset | $190.00 | Specs → |
| Ardent Mini Pocket Decarboxylator SKU: CA-HW-ARD-03 · MPN: ARD-MINI-50 |
Ardent | Decarb & Infuser | 89.5% | 10g Flower / 90ml Cup | +-3.0C Fixed Cycle | $145.00 | Specs → |
| LEVO II Countertop Dry, Activate & Infuse Machine SKU: CA-HW-LEVO-01 · MPN: LEVO-II-200 |
LEVO | Decarb & Infuser | 85.0% | 7g Herb Pod / 470ml Reservoir | +-2.0C Stirbar Agitation | $299.00 | Specs → |
| LEVO Lux Brushed Stainless Botanical Infuser SKU: CA-HW-LEVO-02 · MPN: LEVO-LUX-300 |
LEVO | Decarb & Infuser | 86.5% | 14g Dual Pod / 470ml Reservoir | +-1.8C Dry+ Mode | $399.00 | Specs → |
| LEVO C 1-Liter Glass Basin Batch Infuser SKU: CA-HW-LEVO-03 · MPN: LEVO-C-1000 |
LEVO | Decarb & Infuser | 84.0% | 28g Jumbo Pod / 1000ml Basin | +-2.5C Hotplate Induction | $229.00 | Specs → |
| Martian Grow Ares 680W Full-Spectrum Folding Bar LED SKU: CA-HW-MG-01 · MPN: MG-ARES-680 |
Martian Grow | LED Grow Lighting | 98.5% | 1972 umol/s PPF (2.9 umol/J) | 5x5 ft Canopy / DLI 45-65 | $649.00 | Specs → |
| Martian Grow Helios 1000W Commercial CO2 Bar Fixture SKU: CA-HW-MG-02 · MPN: MG-HELIOS-1000 |
Martian Grow | LED Grow Lighting | 99.0% | 2950 umol/s PPF (2.95 umol/J) | 5x5 to 6x6 ft / 1500 PPM CO2 | $899.00 | Specs → |
| Martian Grow Phobos 320W Craft Tent Bar LED SKU: CA-HW-MG-03 · MPN: MG-PHOBOS-320 |
Martian Grow | LED Grow Lighting | 97.5% | 896 umol/s PPF (2.8 umol/J) | 2x4 or 3x3 ft Canopy | $329.00 | Specs → |
| Martian Grow Deimos 480W 6-Bar Square LED SKU: CA-HW-MG-04 · MPN: MG-DEIMOS-480 |
Martian Grow | LED Grow Lighting | 98.0% | 1368 umol/s PPF (2.85 umol/J) | 4x4 ft Canopy / Zero Hotspot | $479.00 | Specs → |
| Martian Grow 385nm UVA + 730nm Far-Red Terpene Booster Bar SKU: CA-HW-MG-05 · MPN: MG-UVIR-80 |
Martian Grow | LED Grow Lighting | 96.0% | 385nm UVA + 730nm Emerson Shift | Weeks 6-9 Late Ripening | $139.00 | Specs → |
| Martian Grow 120W IP66 Inter-Canopy Lower Bud Bar SKU: CA-HW-MG-06 · MPN: MG-UCL-120 |
Martian Grow | LED Grow Lighting | 97.2% | 336 umol/s Sub-Canopy PPF | IP66 Waterproof Washdown | $179.00 | Specs → |
| Pulse Pro Environmental VPD, CO2, PPFD & DLI Room Monitor SKU: CA-HW-PULSE-01 · MPN: PLS-PRO-300 |
Pulse Grow | VPD & Climate Sensors | 99.2% | VPD + NDIR CO2 + Light Spectrum | +-0.2C / +-1.5% RH Swiss Sensor | $499.00 | Specs → |
| Pulse One WiFi Canopy VPD, Temp & Humidity Monitor SKU: CA-HW-PULSE-02 · MPN: PLS-ONE-100 |
Pulse Grow | VPD & Climate Sensors | 98.5% | VPD + Dew Point + Day/Night Log | +-0.3C / +-1.8% RH | $199.00 | Specs → |
| Pulse Zero Entry VPD & Drying Tent Sensor SKU: CA-HW-PULSE-03 · MPN: PLS-ZERO-50 |
Pulse Grow | VPD & Climate Sensors | 97.8% | 60F/60% RH Cure + Veg VPD | +-0.4C / +-2.0% RH | $119.00 | Specs → |
| Pulse Hub + TDR Root-Zone VWC, Pore EC & Temp Probe SKU: CA-HW-PULSE-04 · MPN: PLS-HUB-600 |
Pulse Grow | VPD & Climate Sensors | 99.4% | Volumetric Water Content + Pore EC | +-1.0% VWC / +-0.05 dS/m EC | $799.00 | Specs → |
| Druid Nutrients Chelated Hydro & Coco Base A+B (5L Duo) SKU: CA-HW-DRUID-01 · MPN: DRD-AB-5L |
Druid Nutrients | Precision Nutrients | 99.1% | 1.2 - 2.6 EC Full-Cycle Base | pH Buffered 5.6 - 6.1 | $68.00 | Specs → |
| Druid Nutrients Hyper-PK 13/14 Resin & Calyx Densifier SKU: CA-HW-DRUID-02 · MPN: DRD-PK-2L |
Druid Nutrients | Precision Nutrients | 98.8% | Weeks 4-7 Flower Bulking | Zero Heavy Metal Pharmaceutical Grade | $44.00 | Specs → |
| Druid Nutrients LED CalMag + Monosilicic Acid Shield SKU: CA-HW-DRUID-03 · MPN: DRD-CMS-2L |
Druid Nutrients | Precision Nutrients | 99.0% | Ca/Mg + Bioavailable Si(OH)4 | Prevents LED Leaf Transpiration Deficiency | $39.00 | Specs → |
| Druid Nutrients Terp-Lock Late Ripening & Salt Finisher SKU: CA-HW-DRUID-04 · MPN: DRD-TERP-2L |
Druid Nutrients | Precision Nutrients | 98.6% | Final 10-14 Day Ripening | Clears Residual Nitrates for White Ash | $36.00 | Specs → |
| EmptyVapes 1.0ml Postless Full-Ceramic Live Rosin AIO Disposable SKU: CA-HW-EV-01 · MPN: EV-POST-10 |
EmptyVapes | Ceramic Vape Hardware | 98.4% | 1.0ml Zero-Cotton Postless Tank | 2.4V / 2.8V / 3.2V Pre-Heat | $195.00 | Specs → |
| EmptyVapes 2.0ml Sub-Ohm Mesh Ceramic Distillate & Resin AIO SKU: CA-HW-EV-02 · MPN: EV-DUAL-20 |
EmptyVapes | Ceramic Vape Hardware | 97.9% | 2.0ml Medical PCTG Reservoir | 1.2 Ohm Microporous Ceramic | $210.00 | Specs → |
| EmptyVapes 1.0ml Heavy-Metal-Free Zirconia Ceramic 510 Cartridge SKU: CA-HW-EV-03 · MPN: EV-510-CER |
EmptyVapes | Ceramic Vape Hardware | 98.9% | 1.0ml Borosilicate + Zirconia Core | ISO-17025 Phase 3 Heavy Metal Pass | $145.00 | Specs → |
| EmptyVapes 0.5ml All-Glass Hash Rosin Connoisseur Disposable SKU: CA-HW-EV-04 · MPN: EV-ROSIN-05 |
EmptyVapes | Ceramic Vape Hardware | 99.1% | 0.5ml Half-Gram Solventless Pod | Low-Temp 2.2V Terp-Safe Curve | $185.00 | Specs → |
| Blunt Engineering AutoFill-100 Heated Pneumatic Cart Filler SKU: CA-HW-BLUNT-01 · MPN: BLT-AF-100 |
Blunt Engineering | Filling & Lab Automation | 99.5% | 1,200 Carts/Hour Heated Reservoir | +-0.5ml Shot Accuracy / 90C Jacket | $3490.00 | Specs → |
| Blunt Engineering CapPress-50 Pneumatic Tray Press Capper SKU: CA-HW-BLUNT-02 · MPN: BLT-CP-50 |
Blunt Engineering | Filling & Lab Automation | 99.8% | 100 Carts Capped in 15 Seconds | Calibrated Torque Zero-Crack Platen | $1890.00 | Specs → |
| Blunt Engineering TerpMix Vacuum-Sealed Heated Homogenizer SKU: CA-HW-BLUNT-03 · MPN: BLT-TM-500 |
Blunt Engineering | Filling & Lab Automation | 98.7% | 1000ml Closed-Vessel Terpene Blending | +-0.5C Low-Shear Magnetic Drive | $1250.00 | Specs → |
| Blunt Engineering 50ml Digital Heated Luer-Lock Filling Gun SKU: CA-HW-BLUNT-04 · MPN: BLT-HSG-25 |
Blunt Engineering | Filling & Lab Automation | 98.0% | 50ml Heated Barrel (0.5ml/1.0ml Step) | +-1.0C PID Barrel Sleeve | $449.00 | Specs → |
| Dutchie POS Enterprise Dispensary Register & Metrc Sync Suite SKU: CA-HW-DUT-01 · MPN: DUT-POS-ENT |
Dutchie | B2B POS & CSC Software | 99.9% | Real-Time 2-Way Metrc & BioTrack Sync | 99.99% 4/20 Uptime SLA | $499.00 | Specs → |
| Dutchie Native Subdomain SEO Menu & Express Pickup Engine SKU: CA-HW-DUT-02 · MPN: DUT-ECOM-SEO |
Dutchie | B2B POS & CSC Software | 99.5% | Server-Rendered Product Schema Menu | Instant Google Local Inventory Sync | $349.00 | Specs → |
| Dutchie Pay Closed-Loop ACH & Tap-to-Pay Dispensary Checkout SKU: CA-HW-DUT-03 · MPN: DUT-PAY-ACH |
Dutchie | B2B POS & CSC Software | 99.4% | +28% Higher Average Order Value vs Cash | Compliant Bank-to-Bank ACH Transfer | $199.00 | Specs → |
| Dutchie 27-Inch Touchscreen Self-Service Terpene & Effect Kiosk SKU: CA-HW-DUT-04 · MPN: DUT-KIOSK-27 |
Dutchie | B2B POS & CSC Software | 99.1% | 27-in 1080p Commercial Touch Kiosk | Live Inventory & Terpene Filter UI | $1290.00 | Specs → |
| Flowhub Maui Cloud Dispensary POS & Compliance Platform SKU: CA-HW-FLW-01 · MPN: FLW-MAUI-POS |
Flowhub | B2B POS & CSC Software | 99.8% | Automated Metrc Tag & Batch Reconciliation | Offline Mode + iPad/Android Support | $449.00 | Specs → |
| Flowhub Greet Mobile 2D Barcode Age & Member Check-In Scanner SKU: CA-HW-FLW-02 · MPN: FLW-GREET-ID |
Flowhub | B2B POS & CSC Software | 99.7% | 1.2-Second PDF417 ID & Club Card Scan | Daily 25g / Monthly 50g CanG Limit Guard | $179.00 | Specs → |
| Flowhub Stash Handheld Vault Inventory & Package Split App SKU: CA-HW-FLW-03 · MPN: FLW-STASH-INV |
Flowhub | B2B POS & CSC Software | 99.6% | 80% Faster Nightly Vault Audits | Zero-Discrepancy Metrc Manifest Sync | $149.00 | Specs → |
| Flowhub Executive Margin, Budtender Velocity & Cohort BI Suite SKU: CA-HW-FLW-04 · MPN: FLW-BI-EXEC |
Flowhub | B2B POS & CSC Software | 99.5% | SKU-Level GMROI & Expiration Alerts | Real-Time Multi-Store P&L | $249.00 | Specs → |
FIRST-PARTY ENGINEERING NETWORK
Connected Extraction, Cultivation, Nutrient & Hardware Ecosystem
Every CannaApp formula is calibrated against empirical lab curves from our first-party hardware and cultivation engineering teams.
PRECISION DECARB & INFUSION
POT by NOIDS (noids.co) →
1C PID electronic decarboxylation, lipid infusion, and closed-loop ethanol recovery delivering 96.2% active THC retention.
COMMERCIAL & CRAFT LED LIGHTING
Martian Grow (martiangrow.com) →
High-efficacy 2.95 umol/J folding bar LEDs and UVA/Far-Red terpene bars engineered for 45-65 DLI flowering canopies.
CHELATED MINERAL NUTRIENTS
Druid Nutrients (druidnutrients.com) →
Pharmaceutical-grade Base A+B, Hyper-PK 13/14, and Monosilicic Acid calibrated for LED transpiration and VPD steering.
OPEN CANNABINOID ENCYCLOPEDIA
NOIDS Wiki (noids.wiki) →
Peer-reviewed decarboxylation kinetics, cannabinoid boiling points, and lipid solubility constants.
TERPENE VOLATILITY PROFILES
Terplars (terplars.com) →
Monoterpene and sesquiterpene preservation protocols preventing thermal flavor loss during decarb and curing.
POSTLESS VAPE & FILLING TECH
EmptyVapes & Blunt Engineering →
Zero-cotton postless ceramic live-rosin disposables paired with automated heated pneumatic tray filling machines.