Threshold detection (ISO 13301:2018)
3-AFC test to determine a panelist's detection threshold and qualify them at ISO 8586 selected level.
Goal
Determine a panelist's detection threshold for a specific stimulus, following the 3-AFC (3-Alternative Forced Choice) procedure defined by ISO 13301:2018 and ASTM E679-19.
This is the quantitative test that, with ≥3 measurements in the last 6 months, qualifies a panelist at the selected level in the ISO 8586:2023 classification. The expert level is not reached through thresholds alone: it also requires a passed basic taste test within the last 6 months (see Panel training).
What 3-AFC is
At each concentration level:
- 3 samples are presented to the panelist.
- 2 are the plain presentation medium (water or the chosen base), without the stimulus.
- 1 contains the stimulus at the level's concentration.
- The panelist identifies which one contains the stimulus. The test finds the concentration at which they can consistently tell it apart from the control.
The BET is computed with the levels sorted by concentration (whatever order they were answered in): it's the geometric mean between the last missed level and the next one, the first of the final run of hits (ASTM E679-19). If the panelist gets every level right, the BET is the lowest level divided by √2; if they miss the highest one, it's the highest level multiplied by √2.
Concentration levels
AreaCacao prepares a series with increasing concentrations. You can configure between 4 and 8 levels (the minimum is 4; more than 8 causes sensory fatigue and is not allowed).
Available compounds
The stimulus can be any of these compounds, each with its reference substance:
The name you'll see in the compound picker is the one in the first column:
| Compound (picker) | Stimulus |
|---|---|
| Bitterness (caffeine) | Caffeine |
| Acidity (citric acid) | Citric acid |
| Sweetness (sucrose) | Sucrose |
| Saltiness (NaCl) | Sodium chloride (NaCl) |
| Metallic taste (iron sulfate) | Iron sulfate |
| Musty (geosmin) | Geosmin |
Presentation medium
You choose the base the stimulus is presented in, depending on how close you want to stay to the real product:
- Mineral water — the cleanest base, ideal for measuring pure sensitivity.
- Chocolate base (real matrix) — the stimulus in a chocolate matrix, for thresholds that are realistic for your product.
- Neutral base (cocoa butter + sugar) — a middle ground without cocoa's own notes.
Before you start
- Prepare the stimulus solutions per ISO 13301, at each level's concentration and in the chosen medium.
- Small cups, mineral water as a palate cleanser, an odor-free environment.
Steps
Schedule a training tasting
Sidebar → New evaluation. Step 1 → Panel training → Threshold detection block. The wizard skips the Protocol step (the method is already fixed by the standard), so the steps are renumbered and Panel becomes the third numbered step.
Configure the stimulus (Step 2 · Solutions and pass criterion)
In Step 2, which for this test is titled Solutions and pass criterion, you choose the Compound / attribute to measure, the Presentation medium, the Concentrations (g/L) for each level (between 4 and 8, separated by comma or space; the app sorts them from lowest to highest), and the Maximum acceptable BET to pass (g/L) field.
By default AreaCacao suggests a 5-level series (0.05, 0.1, 0.2, 0.4, 0.8 g/L of caffeine) with a 2× factor between levels; compound bitterness, medium mineral water, and max BET 0.5 g/L. You can edit all of these values.
Select the panelist (Step 3 · Panel)
In Step 3 (Panel) you select the panelists to calibrate (one or several; each one runs their own series and gets their own BET). The standard calls for presenting the series in ascending order: with the Random order (default) each panelist gets the levels in a different order; with Manual, everyone gets them from lowest to highest concentration.
Serve the samples
Each level generates 3 presentations with blind codes.
The panelist evaluates
At each level, the panelist tastes the 3 presentations and marks which one contains the compound. Scoring and concentrations are handled on the server: the assessor only sends the chosen presentation and its code. Duration: ~15–30 minutes. For the assessor's walkthrough, see the Evaluator guide.
Close the tasting
AreaCacao computes the panelist's Best Estimate Threshold (BET) for that stimulus.
How to read the result
The leader sets a maximum BET to pass. The lower the BET, the more sensitive the panelist (they detect the stimulus at lower concentrations):
- BET at or below the maximum → the test is marked Passed for that compound.
- BET above the maximum → the test is marked Not passed. It may be due to personal sensitivity, noise in the tasting, or the test itself. Repeat it later. Even so, every threshold test measured in the last 6 months counts toward the ISO 8586 level, passed or not: the panelist becomes selected (or expert) once they accumulate ≥3; a single test is not enough.
- Threshold not reached → if the panelist misses the highest level, the BET is estimated above the range (highest level × √2, calculation type
all-wrong) and the test isn't passed. In that case it's worth extending the series toward higher concentrations and repeating.
Moving up to expert requires, in addition to the ≥3 thresholds, a passed basic taste test within the last 6 months. Thresholds on their own qualify a panelist as selected, not expert (see Panel training).
Where you see the results
Results are only computed when you close the tasting. While it isn't closed, you'll see the notice "Results are calculated automatically when you close the tasting."
Once the tasting is closed, the detail shows the Calibration results table with one row per panelist and these columns:
| Column | Content |
|---|---|
| Panelist | Panelist name |
| BET (g/L) | Computed Best Estimate Threshold (— if the panelist didn't answer any level) |
| Calc type | How the BET was obtained: interpolated (between the last miss and the first hit of the final run), all-correct (every level right), or all-wrong (missed the highest level) |
| Passed | Whether the BET was at or below the maximum |
Why it matters
- It confirms that your panel has quantified sensitivity, not just "experience."
- It's the piece that qualifies the selected level and, together with a passed basic taste test in the last 6 months, the expert level, which lets you sign dossiers backed by ISO 8586 methodology.