@dataclass
class ExperimentSpec:
    name: str
    question: str
    hypothesis: str
    independent_variable: str
    variable_value: Any
    controlled_variables: list[str]

    model_overrides: dict[str, Any] = field(default_factory=dict)
    training_overrides: dict[str, Any] = field(default_factory=dict)
    data_overrides: dict[str, Any] = field(default_factory=dict)

        __
        __