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. | 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). 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). Inject Wood (e.g., random sampling). | Metal | Inject Wood (e.g., random sampling). | null | null | null | null | null | null | null |
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