type
stringclasses
3 values
user
dict
match_score
float64
6
9.99
explanation
stringclasses
60 values
input
stringclasses
44 values
completion
stringclasses
73 values
element_diagnosis
stringclasses
5 values
suggested_fix
stringclasses
53 values
severity
stringclasses
3 values
impact_area
stringclasses
14 values
engagement_score
float64
8
9.2
tone
stringclasses
7 values
confidence_score
float64
0.77
0.98
team_impact
stringclasses
7 values
charisma_score
float64
8.3
9.2
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Create data anchors (batch consistency).
Water
Create data anchors (batch consistency).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Stabilize with Earth (retrain with recent data).
Water
Stabilize with Earth (retrain with recent data).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from data_drift.
Your dataset flows unpredictably (Water surge). Implement monitoring and rebalancing.
Water
Implement monitoring and rebalancing.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
null
null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
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imbalance_diagnosis
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null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
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imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
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null
null
null
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imbalance_diagnosis
null
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null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Encourage exploration with more diverse training samples.
Metal
Encourage exploration with more diverse training samples.
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imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Expand latent space.
Metal
Expand latent space.
null
null
null
null
null
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null
imbalance_diagnosis
null
null
null
My model suffers from low_entropy.
Outputs are too confident—rigidity detected (Metal imbalance). Inject Wood (e.g., random sampling).
Metal
Inject Wood (e.g., random sampling).
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