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User 5b2c49001ec41d71ca74173becbda7bc Responses to survey 181

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User ID: 5b2c49001ec41d71ca74173becbda7bc

Survey ID: 181

Ideal budget: [50, 20, 15, 15]

⏱️ Response Time: 106s

Survey Summary

Choice	Percentage
cosine_similarity (Rank)	20%
leontief (Rank)	80%

Pairs List

Pair #1

Original choice: Option 2

Pair Score: 0.24

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
	[55, 10, 20, 15]	cosine_similarity: {best: 0.98, worst: 0.87}
✓	[35, 45, 10, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #2

Original choice: Option 2

Pair Score: 0.24

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
✓	[55, 10, 15, 20]	cosine_similarity: {best: 0.98, worst: 0.86}
	[35, 15, 10, 40]	leontief: {best: 0.67, worst: 0.50}

Pair #3

Original choice: Option 2

Pair Score: 0.24

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
	[50, 10, 20, 20]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 10, 40]	leontief: {best: 0.67, worst: 0.50}

Pair #4

Original choice: Option 1

Pair Score: 0.24

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
✓	[55, 10, 15, 20]	cosine_similarity: {best: 0.98, worst: 0.87}
	[35, 45, 10, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #5

Original choice: Option 2

Pair Score: 0.24

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
	[60, 10, 15, 15]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 40, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #6

Original choice: Option 2

Pair Score: 0.24

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
	[55, 10, 20, 15]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 40, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #7

Original choice: Option 2

Pair Score: 0.24

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
	[55, 10, 15, 20]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 40, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #8

Original choice: Option 2

Pair Score: 0.24

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
	[50, 10, 20, 20]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 40, 10]	leontief: {best: 0.67, worst: 0.50}

Pair #9

Original choice: Option 1

Pair Score: 0.24

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
	[60, 10, 15, 15]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 10, 40]	leontief: {best: 0.67, worst: 0.50}

Pair #10

Original choice: Option 1

Pair Score: 0.24

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
	[55, 10, 20, 15]	cosine_similarity: {best: 0.98, worst: 0.86}
✓	[35, 15, 10, 40]	leontief: {best: 0.67, worst: 0.50}