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User f0a82774be5aef137568f7d6fb5fafb6 Responses to survey 181

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User ID: f0a82774be5aef137568f7d6fb5fafb6

Survey ID: 181

Ideal budget: [40, 25, 25, 10]
⏱️ Response Time: 154s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 30%
leontief (Rank) 70%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 30, 40, 15] cosine_similarity: {best: 0.85, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #2
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 30, 35, 20] cosine_similarity: {best: 0.85, worst: 0.65}
[20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #3
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 40, 35, 10] cosine_similarity: {best: 0.84, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #4
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 25, 40, 20] cosine_similarity: {best: 0.84, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #5
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 35, 30, 20] cosine_similarity: {best: 0.85, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #6
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 35, 40, 10] cosine_similarity: {best: 0.84, worst: 0.65}
[20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #7
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
✓ [15, 40, 25, 20] cosine_similarity: {best: 0.84, worst: 0.65}
[20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #8
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 40, 30, 15] cosine_similarity: {best: 0.85, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #9
Original choice: Option 2
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 30, 30, 25] cosine_similarity: {best: 0.84, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}
Pair #10
Original choice: Option 1
Pair Score: 0.40
Score = min(Cosine Similarity advantage, Leontief advantage). Advantage = how much better one vector is than the other in each metric. Higher score = clearer choice.
Choice Option Type
[15, 35, 35, 15] cosine_similarity: {best: 0.85, worst: 0.65}
✓ [20, 15, 15, 50] leontief: {best: 0.50, worst: 0.38}