{ "mode": "real loopback HTTP with synthetic user identities on fixed Rice validation rows", "allocation_basis_points": 2000, "hash_salt": "rice-canary-fixture-v1", "cohorts": { "control": { "requests": 471, "users": 24, "correct": 437, "live_counterfactual_correct": 437, "candidate_counterfactual_correct": 434, "accuracy": 0.9278131634819533 }, "canary": { "requests": 119, "users": 6, "correct": 109, "live_counterfactual_correct": 110, "candidate_counterfactual_correct": 109, "accuracy": 0.9159663865546218 } }, "repeated_user_sticky": true, "invalid_request_status": 422, "requests": 590, "candidate_kind": "recorded baseline bias +1.0 parameter fixture; no new training", "limit": "Observed cohort rates are not a causal improvement estimate or a production experiment." }