| ## Example Classifications | |
| Here are sample classifications showing the model's predictions with confidence scores: | |
| ### NONE | |
| **Simple Example:** | |
| > *"Margaret runs the village bakery, making fresh bread every morning at 5 AM for the past thirty years."* | |
| **Prediction:** NONE β (confidence: 0.997) | |
| **Nuanced Example:** | |
| > *"Dr. Harrison performs routine medical check-ups with methodical precision, maintaining professional distance while patients share their deepest fears about mortality."* | |
| **Prediction:** NONE β οΈ (confidence: 0.581) | |
| ### INTERNAL | |
| **Simple Example:** | |
| > *"Emma struggles with overwhelming anxiety after her father's harsh criticism, questioning her self-worth and abilities."* | |
| **Prediction:** INTERNAL β (confidence: 0.983) | |
| **Nuanced Example:** | |
| > *"The renowned pianist Clara finds herself paralyzed by perfectionism, her childhood trauma surfacing as she prepares for the performance that could define her legacy."* | |
| **Prediction:** INTERNAL β (confidence: 0.733) | |
| ### EXTERNAL | |
| **Simple Example:** | |
| > *"Knight Roderick embarks on a dangerous quest to retrieve the stolen crown from the dragon's lair."* | |
| **Prediction:** EXTERNAL β (confidence: 0.717) | |
| **Nuanced Example:** | |
| > *"Master thief Elias infiltrates the heavily guarded fortress, disabling security systems and evading patrol routes, each obstacle requiring new techniques and tools to reach the vault."* | |
| **Prediction:** EXTERNAL β (confidence: 0.711) | |
| ### BOTH | |
| **Simple Example:** | |
| > *"Sarah must rescue her kidnapped daughter from the terrorist compound while confronting her own paralyzing guilt about being an absent mother."* | |
| **Prediction:** BOTH β οΈ (confidence: 0.578) | |
| **Nuanced Example:** | |
| > *"Archaeologist Sophia discovers an ancient artifact that could rewrite history, but must confront her own ethical boundaries and childhood abandonment issues as powerful forces try to silence her."* | |
| **Prediction:** BOTH β (confidence: 0.926) | |