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User 48ff1c4516b50a4b3d31f27305e05ff7 Responses

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Survey Response Breakdown - Survey 179

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
48ff1c451... 48ff1c4516b50a4b3d31f27305e05ff7 20-07-2026 18:51 138s [25, 25, 25, 25] 100%0% View Response

Survey Response Breakdown - Survey 181

User ID Submitted At Duration Ideal budget cosine_similarityleontief View Response
48ff1c451... 48ff1c4516b50a4b3d31f27305e05ff7 22-07-2026 22:17 94s [25, 25, 25, 25] 70%30% View Response

User ID: 48ff1c4516b50a4b3d31f27305e05ff7

Survey ID: 179

Ideal budget: [25, 25, 25, 25]
⏱️ Response Time: 138s
Survey Summary
Choice Percentage
Option 1 40%
Option 2 60%
Pairs List
Pair #1
Original choice: Option 1
Choice Option Type
[40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 25, 15, 10] l1: {best: -50.00, worst: -60.00}
Pair #2
Original choice: Option 1
Choice Option Type
✓ [40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
[50, 25, 10, 15] l1: {best: -50.00, worst: -60.00}
Pair #3
Original choice: Option 2
Choice Option Type
[40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 15, 25, 10] l1: {best: -50.00, worst: -60.00}
Pair #4
Original choice: Option 1
Choice Option Type
✓ [40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
[50, 15, 10, 25] l1: {best: -50.00, worst: -60.00}
Pair #5
Original choice: Option 2
Choice Option Type
✓ [40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
[50, 10, 25, 15] l1: {best: -50.00, worst: -60.00}
Pair #6
Original choice: Option 1
Choice Option Type
✓ [40, 40, 10, 10] cosine_similarity: {best: 0.86, worst: 0.85}
[50, 10, 15, 25] l1: {best: -50.00, worst: -60.00}
Pair #7
Original choice: Option 1
Choice Option Type
[40, 10, 40, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 25, 15, 10] l1: {best: -50.00, worst: -60.00}
Pair #8
Original choice: Option 2
Choice Option Type
[40, 10, 40, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 25, 10, 15] l1: {best: -50.00, worst: -60.00}
Pair #9
Original choice: Option 2
Choice Option Type
[40, 10, 40, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 15, 25, 10] l1: {best: -50.00, worst: -60.00}
Pair #10
Original choice: Option 1
Choice Option Type
[40, 10, 40, 10] cosine_similarity: {best: 0.86, worst: 0.85}
✓ [50, 15, 10, 25] l1: {best: -50.00, worst: -60.00}

Survey ID: 181

Ideal budget: [25, 25, 25, 25]
⏱️ Response Time: 94s
Survey Summary
Choice Percentage
cosine_similarity (Rank) 70%
leontief (Rank) 30%
Pairs List
Pair #1
Original choice: Option 2
Pair Score: 0.46
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
[20, 10, 35, 35] cosine_similarity: {best: 0.92, worst: 0.82}
✓ [15, 15, 55, 15] leontief: {best: 0.60, worst: 0.40}
Pair #2
Original choice: Option 1
Pair Score: 0.46
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
✓ [10, 30, 30, 30] cosine_similarity: {best: 0.94, worst: 0.86}
[15, 15, 20, 50] leontief: {best: 0.60, worst: 0.40}
Pair #3
Original choice: Option 1
Pair Score: 0.46
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
✓ [10, 30, 30, 30] cosine_similarity: {best: 0.94, worst: 0.82}
[15, 15, 15, 55] leontief: {best: 0.60, worst: 0.40}
Pair #4
Original choice: Option 1
Pair Score: 0.46
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
✓ [10, 30, 25, 35] cosine_similarity: {best: 0.94, worst: 0.82}
[55, 15, 15, 15] leontief: {best: 0.60, worst: 0.40}
Pair #5
Original choice: Option 2
Pair Score: 0.46
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
[10, 30, 30, 30] cosine_similarity: {best: 0.94, worst: 0.86}
✓ [15, 20, 50, 15] leontief: {best: 0.60, worst: 0.40}
Pair #6
Original choice: Option 2
Pair Score: 0.46
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
✓ [10, 20, 35, 35] cosine_similarity: {best: 0.92, worst: 0.82}
[15, 15, 15, 55] leontief: {best: 0.60, worst: 0.40}
Pair #7
Original choice: Option 2
Pair Score: 0.46
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
[30, 10, 30, 30] cosine_similarity: {best: 0.94, worst: 0.86}
✓ [15, 20, 50, 15] leontief: {best: 0.60, worst: 0.40}
Pair #8
Original choice: Option 2
Pair Score: 0.46
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
✓ [10, 35, 35, 20] cosine_similarity: {best: 0.92, worst: 0.82}
[15, 15, 55, 15] leontief: {best: 0.60, worst: 0.40}
Pair #9
Original choice: Option 2
Pair Score: 0.46
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
✓ [10, 35, 35, 20] cosine_similarity: {best: 0.92, worst: 0.82}
[15, 15, 15, 55] leontief: {best: 0.60, worst: 0.40}
Pair #10
Original choice: Option 1
Pair Score: 0.46
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
✓ [10, 35, 30, 25] cosine_similarity: {best: 0.94, worst: 0.82}
[55, 15, 15, 15] leontief: {best: 0.60, worst: 0.40}