# E 领域应用与局部模型层

## 1. Scope

```text
layer_id: E
function: apply Giant Ark to disappointment-detachment in adolescent/family scenario and extract local model
primary_nodes: E1, E2, E3
```

本层不是脱离主线的家庭教育分支，而是 Giant Ark 在 `失望性情感隔离` 领域中的场景化应用。

## 2. Main Claims

```text
- 青少年场景需要护栏：危险信号、功能下降、长期低落、明显孤立等不能被无为而治掩盖。
- “家庭主因、学校次之、社会再次之”只是简化假设，不是默认因果权重规则。
- 家庭三角认知场可以独立抽出为模型。
- 在本讨论中，家庭三角认知场也是 Giant Ark 在青少年家庭场景中调用的具体模型。
- Giant Ark 作为通用模型，会在不同领域和层级调用不同具体模型/理论。
```

## 3. Family Triangle Cognitive Field

```text
model_name: 家庭三角认知场
model_status: independent model candidate / accepted for extraction
scenario_role: adolescent-family application model
structure: A/B/C three actors plus AB/AC/BC relation edges
```

该模型关注的不是“原生家庭决定论”，而是近场认知生成环境：安全感、期待模型、边界、自我叙事、关系预测如何在家庭三角中生成或扭曲。

## 4. Source Material Layer

Primary blocks:

| block_id | role |
| --- | --- |
| R06-B001 | adolescent case entry |
| R06-B002 | what is right/wrong in adolescent assumptions |
| R06-B003 | do not rush explanation; action timing |
| R06-B004 | support guardrails and risk thresholds |
| R07-B001 | family triangle entry |
| R07-B002 | A/B/C relation displacement |
| R07-B003 | fracture types and experiment strategies |
| R07-B004 | ideal family cognitive field |
| R07-B005 | changed family edges as intervention results |
| R07-B006 | family field as safety/expectation/boundary/narrative/prediction environment |

Cross-links:

```text
D6: intention-action-feedback loop and Reality Lab action module
C4: application value of methodology
B2: relationship prediction and expectation model
```

## 5. Distortion Guard

Do not promote adolescent/family material into the only main model. It is a concrete domain application and local model extraction under Giant Ark.

## 6. Material Extraction

| material_id | source_blocks | type | extracted material | downstream use |
| --- | --- | --- | --- | --- |
| E-M01 | R06-B002, R06-B004 | scenario guardrail | Adolescent support must distinguish low-risk slow intervention from high-risk neglect; danger signs require action. | youth-support guardrail |
| E-M02 | R06-B003 | practice principle | Do not rush explanation in early intervention; sequence action by safety, timing, and feedback. | Reality Lab practice rule |
| E-M03 | R07-B002 | model structure | Family Triangle Cognitive Field uses A/B/C actors and AB/AC/BC relation edges to explain displacement, alliance, conflict, and pressure transfer. | model extraction |
| E-M04 | R07-B003 | experiment mapping | Different family fractures require different experiment strategies; intervention should target relation edges, not just the child as isolated node. | action design |
| E-M05 | R07-B004, R07-B005 | desired state | Improvement appears as changed relation edges: reduced dumping, clearer boundaries, less triangulation, and more direct adult responsibility. | outcome indicators |
| E-M06 | R07-B006 | cognitive field material | The family field shapes safety, expectation models, boundaries, self-narrative, and relationship prediction. | model ontology |
| E-M07 | human-confirmation | model status | Family Triangle Cognitive Field is an independent model and also a scenario model called by Giant Ark in the adolescent disappointment-detachment application. | downstream model split |

## 7. Reusable Claims

```text
- The adolescent is not the only diagnostic object; the family field is the near-range cognitive generation environment.
- A family intervention should ask which relation edge is generating pressure, silence, displacement, or false responsibility.
- Family Triangle Cognitive Field is local enough to be applied, but formal enough to become an independent model.
```

## 8. Open Use Notes

This layer can branch into a dedicated `Family Triangle Cognitive Field` model package. Keep the simplifying assumption about family/school/society weighting out of canonical defaults unless later evidence supports it.