assembly-economics/simulations/README.md
tegwick b6a0d7b3ff ASSEMBLY-WP-0005-T06: life-cycle cohorts; finish WP-0005; add WP-0006
- gadm03c.py: four cohorts with demography, cohort capability, mentoring,
  care load on attention; stationary at replacement fertility (tested)
- life_cycle.py: L1 supported after fixing an inert mentoring term; L2
  conditional on who carries care per person, care relief via participation
  claims protects carers' attention; L3 not supported (H lacks a durable
  component)
- GADM-0.3.md complete; ASSEMBLY-WP-0006 (GADM-0.4, proposed residual)

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

Assistant: claude-code
Assistant-Model: opus
Assistant-Process: 1494246@bnt-lap001
Assistant-Session: caf6de6f-f9e4-47ce-a584-49baa271fa4b
2026-10-12 07:38:22 +02:00

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Markdown

# Simulations
Runnable implementations of the models in `models/`. Each simulation names the
model version it implements.
| Directory | Model | Entry points |
|-----------|-------|--------------|
| `gadm02/` | GADM-0.2 (`models/GADM-0.2.md`) | `run_scenarios.py`, `sensitivity.py`, `gsa.py`, `test_gadm02.py` |
| `gadm02/gadm03.py` | GADM-0.3: power channels, wealth, attention (`models/GADM-0.3.md`) | `power_channels.py`, `wealth.py`, `organism_grid.py`, `test_gadm03.py` |
| `gadm02/gadm03c.py` | GADM-0.3 with life-cycle cohorts (`models/GADM-0.3.md` § 5) | `life_cycle.py`, `test_gadm03c.py` |
Python 3.10+, standard library only. Use `python3 -B` after quick edits: a stale
bytecode cache can mask same-size changes made within the same second.
```bash
python3 -m unittest discover -s simulations/gadm02 # tests
cd simulations/gadm02 && python3 run_scenarios.py # → results/summary.md + CSVs
cd simulations/gadm02 && python3 sensitivity.py # → results/sensitivity.md
cd simulations/gadm02 && python3 gsa.py # → results/gsa.md (~5 min; --quick)
```
Results under `results/` are committed so that model documents can cite them.
Regenerate them after any change to the model or the scenarios.