{
  "scope": "All inputs are synthetic educational examples, independent across G/O/B/C23/E groups. No actual experiment was run.",
  "G": {"A":{"initial":100,"closed":80,"reopened":8,"transferred":10},"B":{"initial":100,"closed":95,"reopened":25,"transferred":20}},
  "O": {"eligible":1000,"started":600,"saved":300,"valid":240,"scenarios":[{"save_rate":0.6,"valid_rate":0.8},{"save_rate":0.6,"valid_rate":0.65}]},
  "commerce": {"A":{"orders":100,"gross":5000000,"refunds":500000,"variable_cost":3000000},"B":{"orders":100,"gross":6000000,"refunds":1500000,"variable_cost":3300000}},
  "saas":{"contracts":10,"lost_contracts":2,"mrr":1000000,"lost_mrr":200000,"contraction":100000,"expansion":400000},
  "platform":{"eligible":100,"matched":60,"completed":45},
  "C23":{"baseline":{"eligible":1000,"started":600,"saved":400,"valid":300,"valid_then_week2":180},"A":{"n":10000,"valid":3000,"error":500,"cost":1000000},"B":{"n":10000,"valid":3300,"error":550,"cost":1600000}},
  "geo":{"questions":20,"repeats":5,"responses":100,"mentions":30,"citing_responses":20,"all_citations":250,"target_citations":40},
  "ai":{"A":{"tasks":100,"calls":100,"unit_cost":100,"other_cost":10000,"success":70},"B":{"tasks":100,"calls":200,"unit_cost":70,"other_cost":18000,"success":90}}
}