the-busy-module-xgboost / scoring_rules.json
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{
"weights": {
"explicit_busy": 6.0,
"explicit_free": -4.0,
"traffic_noise": 3.0,
"office_noise": 1.0,
"rushed_speech": 1.5,
"short_answers": 1.2,
"deflection": 2.0,
"latency": 0.5,
"ml_model_factor": 0.5,
"emotion_stress": 2.5,
"emotion_energy": 0.8
},
"rules": [
{
"name": "explicit_busy",
"feature": "t1_explicit_busy",
"source": "text",
"condition": "> 0.5",
"weight_key": "explicit_busy",
"multiply_by_value": true,
"description": "Strongest signal - user explicitly says they are busy"
},
{
"name": "explicit_free",
"feature": "t0_explicit_free",
"source": "text",
"condition": "> 0.5",
"weight_key": "explicit_free",
"multiply_by_value": true,
"description": "Strong negative signal - user explicitly says they are free"
},
{
"name": "short_answers",
"feature": "t3_short_ratio",
"source": "text",
"condition": "> 0.3",
"weight_key": "short_answers",
"multiply_by_value": true,
"description": "Brevity pattern - high ratio of short responses"
},
{
"name": "deflection",
"feature": "t6_deflection",
"source": "text",
"condition": "> 0.1",
"weight_key": "deflection",
"multiply_by_value": true,
"description": "Deflection/time pressure phrases detected"
},
{
"name": "traffic_noise",
"feature": "v2_noise_traffic",
"source": "audio",
"condition": "> 0.5",
"weight_key": "traffic_noise",
"multiply_by_value": true,
"description": "Traffic/driving noise context"
},
{
"name": "rushed_speech",
"feature": "v3_speech_rate",
"source": "audio",
"condition": "> 3.5",
"weight_key": "rushed_speech",
"multiply_by_value": false,
"description": "Fast speech rate indicating rushing"
},
{
"name": "voice_stress",
"feature": "v5_pitch_std",
"source": "audio",
"condition": "> 80.0",
"weight_key": null,
"fixed_points": 0.5,
"multiply_by_value": false,
"description": "High pitch variation indicating stress"
},
{
"name": "emotion_stress",
"feature": "v11_emotion_stress",
"source": "audio",
"condition": "> 0.6",
"weight_key": "emotion_stress",
"multiply_by_value": true,
"description": "Emotional stress from CNN analysis"
},
{
"name": "emotion_energy",
"feature": "v12_emotion_energy",
"source": "audio",
"condition": "> 0.7",
"weight_key": "emotion_energy",
"multiply_by_value": true,
"description": "High energy from CNN analysis"
}
],
"thresholds": {
"continue": 0.3,
"check_in": 0.7,
"exit": 0.7
}
}