In fact, over the full dataset, the parameter values we observe are θ + w = 93 168549 = 5.70e-4 and θ − w = 263 564717 = 4.65e-4, with a ratio of θ + w θ − w = 1.223.
in actuality, the word "resources" is a mild positive indicator of the Earnings class.