readme_examples_section.txt

## 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 ✅ (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 ⚠️ (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 ✅ (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 ✅ (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 ✅ (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 ✅ (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 ⚠️ (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 ✅ (confidence: 0.926)