tractatus/src/models/MediaInquiry.model.js
TheFlow cd97a5384d feat(cultural-sensitivity): implement Phase 1 - detection and flagging (inst_081)
Phase 1: Cultural Sensitivity Detection Layer
- Detects Western-centric framing (democracy, individual rights, freedom)
- Detects Indigenous exclusion (missing Te Tiriti, CARE principles)
- FLAGS for human review, never auto-blocks (preserves human agency)

Implementation:
- PluralisticDeliberationOrchestrator.assessCulturalSensitivity()
  - Pattern-based detection (Western-centric governance, Indigenous exclusion)
  - Risk levels: LOW, MEDIUM, HIGH
  - Recommended actions: APPROVE, SUGGEST_ADAPTATION, HUMAN_REVIEW
  - High-risk audiences: Non-Western countries (CN, RU, SA, IR, VN, TH, ID, MY, PH), Indigenous communities
  - Audit logging to MongoDB

- media.controller.js respondToInquiry()
  - Cultural check after ContentGovernanceChecker passes
  - Stores cultural_sensitivity in response metadata
  - Returns flag if HIGH risk (doesn't block, flags for review)

- blog.controller.js publishPost()
  - Cultural check after framework governance check
  - Stores cultural_sensitivity in moderation.cultural_sensitivity
  - Returns flag if HIGH risk (doesn't block, flags for review)

- MediaInquiry.model.js
  - Added country, cultural_context fields to contact
  - respond() method supports cultural_sensitivity in response metadata

Framework Integration:
- Dual-layer governance: Universal rules (ContentGovernanceChecker) + Cultural sensitivity (PluralisticDeliberationOrchestrator)
- inst_081 pluralism: Different value frameworks equally legitimate
- Human-in-the-loop: AI detects/suggests, human decides

Next: Phase 2 (UI/workflow), Phase 3 (learning/refinement)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-25 11:10:06 +13:00

177 lines
4.6 KiB
JavaScript

/**
* MediaInquiry Model
* Press/media inquiries with AI triage
*/
const { ObjectId } = require('mongodb');
const { getCollection } = require('../utils/db.util');
class MediaInquiry {
/**
* Create a new media inquiry
*/
static async create(data) {
const collection = await getCollection('media_inquiries');
const inquiry = {
contact: {
name: data.contact.name,
email: data.contact.email,
outlet: data.contact.outlet,
phone: data.contact.phone,
country: data.contact.country, // ISO country code for cultural sensitivity
cultural_context: data.contact.cultural_context // e.g., 'indigenous', 'non-western'
},
inquiry: {
subject: data.inquiry.subject,
message: data.inquiry.message,
deadline: data.inquiry.deadline ? new Date(data.inquiry.deadline) : null,
topic_areas: data.inquiry.topic_areas || []
},
ai_triage: {
urgency: data.ai_triage?.urgency, // high/medium/low
topic_sensitivity: data.ai_triage?.topic_sensitivity,
suggested_response_time: data.ai_triage?.suggested_response_time,
involves_values: data.ai_triage?.involves_values || false,
claude_summary: data.ai_triage?.claude_summary,
suggested_talking_points: data.ai_triage?.suggested_talking_points || []
},
status: data.status || 'new', // new/triaged/responded/closed
assigned_to: data.assigned_to,
response: {
sent_at: data.response?.sent_at,
content: data.response?.content,
responder: data.response?.responder
},
created_at: new Date()
};
const result = await collection.insertOne(inquiry);
return { ...inquiry, _id: result.insertedId };
}
/**
* Find inquiry by ID
*/
static async findById(id) {
const collection = await getCollection('media_inquiries');
return await collection.findOne({ _id: new ObjectId(id) });
}
/**
* Find inquiries by status
*/
static async findByStatus(status, options = {}) {
const collection = await getCollection('media_inquiries');
const { limit = 20, skip = 0 } = options;
return await collection
.find({ status })
.sort({ created_at: -1 })
.skip(skip)
.limit(limit)
.toArray();
}
/**
* Find high urgency inquiries
*/
static async findUrgent(options = {}) {
const collection = await getCollection('media_inquiries');
const { limit = 10 } = options;
return await collection
.find({
'ai_triage.urgency': 'high',
status: { $in: ['new', 'triaged'] }
})
.sort({ created_at: -1 })
.limit(limit)
.toArray();
}
/**
* Update inquiry
*/
static async update(id, updates) {
const collection = await getCollection('media_inquiries');
const result = await collection.updateOne(
{ _id: new ObjectId(id) },
{ $set: updates }
);
return result.modifiedCount > 0;
}
/**
* Assign inquiry to user
*/
static async assign(id, userId) {
const collection = await getCollection('media_inquiries');
const result = await collection.updateOne(
{ _id: new ObjectId(id) },
{
$set: {
assigned_to: new ObjectId(userId),
status: 'triaged'
}
}
);
return result.modifiedCount > 0;
}
/**
* Mark as responded
*/
static async respond(id, responseData) {
const collection = await getCollection('media_inquiries');
const updateDoc = {
$set: {
status: 'responded',
'response.sent_at': new Date(),
'response.content': responseData.content,
'response.responder': responseData.responder
}
};
// Add governance check results if provided
if (responseData.governance_check) {
updateDoc.$set['response.governance_check'] = responseData.governance_check;
}
// Add cultural sensitivity check results if provided
if (responseData.cultural_sensitivity) {
updateDoc.$set['response.cultural_sensitivity'] = responseData.cultural_sensitivity;
}
const result = await collection.updateOne(
{ _id: new ObjectId(id) },
updateDoc
);
return result.modifiedCount > 0;
}
/**
* Count by status
*/
static async countByStatus(status) {
const collection = await getCollection('media_inquiries');
return await collection.countDocuments({ status });
}
/**
* Delete inquiry
*/
static async delete(id) {
const collection = await getCollection('media_inquiries');
const result = await collection.deleteOne({ _id: new ObjectId(id) });
return result.deletedCount > 0;
}
}
module.exports = MediaInquiry;