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User 61e3256c34fc37498faf46167d037ad5 Responses

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Survey Response Breakdown - Survey 111

User ID Submitted At Duration Ideal budget Concentrated (Target Decreases)Distributed (Target Increases) View Response
61e3256c3... 61e3256c34fc37498faf46167d037ad5 14-07-2026 07:58 149s [50, 25, 25] 41.7%58.3% View Response

Survey Response Breakdown - Survey 154

User ID Submitted At Duration Ideal budget kll2 View Response
61e3256c3... 61e3256c34fc37498faf46167d037ad5 28-01-2026 12:12 N/A [40, 30, 30] 0%0% View Response

User ID: 61e3256c34fc37498faf46167d037ad5

Survey ID: 111

Ideal budget: [50, 25, 25]
⏱️ Response Time: 149s

Asymmetric Loss Distribution Matrix

Magnitude Levels (X = base_unit × multiplier)
Target CategoryX=2X=4X=6X=8%
Category 00%
Category 1100%
Category 225%
Total67%33%33%33%42%
Legend
Concentrated decrease in the target project (entire decrease from target; the other two increase equally)
Distributed decrease across the other two projects (split evenly; target increases)
Cell shows a single choice at that magnitude. Blue = concentrated decrease in the target; Orange = decrease split evenly across the other two (target increases).
Type A: 12Type B: 0
Pairs List
Pair #1 (Target: Category 1)
Original choice: Option 1
Choice Option Type
[46, 27, 27] Decrease target by 4
✓ [54, 23, 23] Increase target by 4
Pair #2 (Target: Category 1)
Original choice: Option 2
Choice Option Type
[42, 29, 29] Decrease target by 8
✓ [58, 21, 21] Increase target by 8
Pair #3 (Target: Category 1)
Original choice: Option 1
Choice Option Type
[38, 31, 31] Decrease target by 12
✓ [62, 19, 19] Increase target by 12
Pair #4 (Target: Category 1)
Original choice: Option 2
Choice Option Type
[34, 33, 33] Decrease target by 16
✓ [66, 17, 17] Increase target by 16
Pair #5 (Target: Category 2)
Original choice: Option 2
Choice Option Type
✓ [52, 21, 27] Decrease target by 4
[48, 29, 23] Increase target by 4
Pair #6 (Target: Category 2)
Original choice: Option 1
Choice Option Type
✓ [54, 17, 29] Decrease target by 8
[46, 33, 21] Increase target by 8
Pair #7 (Target: Category 2)
Original choice: Option 2
Choice Option Type
✓ [56, 13, 31] Decrease target by 12
[44, 37, 19] Increase target by 12
Pair #8 (Target: Category 2)
Original choice: Option 1
Choice Option Type
✓ [58, 9, 33] Decrease target by 16
[42, 41, 17] Increase target by 16
Pair #9 (Target: Category 3)
Original choice: Option 2
Choice Option Type
✓ [52, 27, 21] Decrease target by 4
[48, 23, 29] Increase target by 4
Pair #10 (Target: Category 3)
Original choice: Option 2
Choice Option Type
[54, 29, 17] Decrease target by 8
✓ [46, 21, 33] Increase target by 8
Pair #11 (Target: Category 3)
Original choice: Option 1
Choice Option Type
[56, 31, 13] Decrease target by 12
✓ [44, 19, 37] Increase target by 12
Pair #12 (Target: Category 3)
Original choice: Option 1
Choice Option Type
[58, 33, 9] Decrease target by 16
✓ [42, 17, 41] Increase target by 16

Survey ID: 154

Ideal budget: [40, 30, 30]
⏱️ Response Time: N/A
Survey Summary
Choice Percentage
kl (Rank) 30%
l2 (Rank) 70%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.11
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[25, 55, 20] kl: {best: -0.13, worst: -0.16}
✓ [45, 10, 45] l2: {best: -25.50, worst: -30.82}
Pair #2
Original choice: Option 2
Pair Score: 0.10
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [25, 20, 55] kl: {best: -0.13, worst: -0.16}
[45, 45, 10] l2: {best: -25.50, worst: -30.82}
Pair #3
Original choice: Option 1
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 25, 55] kl: {best: -0.15, worst: -0.18}
✓ [40, 10, 50] l2: {best: -28.28, worst: -32.40}
Pair #4
Original choice: Option 2
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [20, 30, 50] kl: {best: -0.12, worst: -0.15}
[50, 40, 10] l2: {best: -24.49, worst: -28.28}
Pair #5
Original choice: Option 1
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 55, 25] kl: {best: -0.15, worst: -0.18}
✓ [40, 50, 10] l2: {best: -28.28, worst: -32.40}
Pair #6
Original choice: Option 1
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 50, 30] kl: {best: -0.12, worst: -0.15}
✓ [50, 10, 40] l2: {best: -24.49, worst: -28.28}
Pair #7
Original choice: Option 1
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 60, 25] kl: {best: -0.24, worst: -0.31}
✓ [10, 45, 45] l2: {best: -36.74, worst: -39.37}
Pair #8
Original choice: Option 2
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 65, 20] kl: {best: -0.28, worst: -0.33}
✓ [10, 35, 55] l2: {best: -39.37, worst: -44.16}
Pair #9
Original choice: Option 2
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [20, 15, 65] kl: {best: -0.25, worst: -0.31}
[10, 50, 40] l2: {best: -37.42, worst: -43.01}
Pair #10
Original choice: Option 1
Pair Score: 0.08
Score = min(KL advantage, L2 advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[20, 65, 15] kl: {best: -0.25, worst: -0.31}
✓ [10, 40, 50] l2: {best: -37.42, worst: -43.01}