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We present the first observation of WW+WZ production in the channel with an identified lepton and two jets in 2.7 fb of integrated luminosity collected with the CDF II detector in collisions at $\sqrt{s} = 1.96$ TeV. The signal is separated from the large background using matrix element calculations and is observed with a significance of 5.4. The WW+WZ production cross section is measured to be (stat)$\pm 2.4$(sys) pb, in good agreement with standard model predictions. A complimentary measurement using a fit to the dijet mass is also presented.

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