Figure 9
A flow diagram shows model factors, output formats, and assessment outcomes mapped to target values.The image shows a flow diagram divided into three vertical sections labeled “Factors” on the left and “Target Values” on the right. The left section lists stacked boxes with icons and labels, including “Model to use (Choice)”. “Temperature (Parameter)”. “Max. Length (Parameter)”. “Top P (Parameter)”. “Frequency penalty (parm.)”. “Presence penalty (parm.)”. And “Best of (param.) (deprec.)”. These boxes connect by a rightward arrow to a connecting nodes icon. The connecting nodes icon connects to a box labeled “Expected format” with a funnel icon and also connects to a box labeled “Unexpected format” with a crossed funnel icon. The expected format path branches rightward to four stacked boxes showing user icons and text pairs labeled “Target: 0 Output: 0”. “Target: 1 Output: 1”. “Target: 0 Output: 1”. And “Target: 1 Output: 0”. These output boxes connect into a large rectangular Target Values area that contains three text boxes labeled “Right Assessment” with a check icon, “Wrong Assessment” with a cross icon, and “No Assessment” with a warning icon. The first two boxes connect to a box “Right Assessment”. The latter two boxes connect to a box “Wrong Assessment”. The unexpected format path connects directly to the “No Assessment” text.

Definition of target values and factors. Note: Target = 0 equals an assessment as uncritical, 1 equals an assessment as critical. Source: Own illustration

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