| fit-score bias | Unlike contribution, capability, authority, evidence, and burden claims collapse into one number. | Return the decision-changing conditions and truthful branch instead of an opaque total. |
| candidate-upgrade bias | “Qualified candidate” is read as identified Method. | Repeat the account status in the verdict and state the open A.3.1 condition. |
| compatibility bias | One feasible handoff or schema mapping becomes whole fit. | Call it a bounded local connection and route combined questions to C.32.MWA.PP. |
| decomposition bias | Each support System, role, or evidence item is evaluated as a Method candidate. | Accept only identified Methods and candidate Method accounts as qualification subjects. |