G. H. Rieke, Yang Sun, Jianwei Lyu, Christopher N. A. Willmer, Yongda Zhu, Pierluigi Rinaldi, Meredith A. Stone, Kevin Hainline, Pablo G. Pérez‐González
Abstract We evaluate the underlying assumptions for the identification of active galactic nuclei (AGNs) through near- and mid-infrared photometry and spectral energy distribution (SED) fitting out to z ∼ 3. For massive galaxies, log( M ) ≥ 9.5, our high-resolution spectra of the rest optical range generally confirm the results of SED fitting, which relies primarily on excesses above the stellar emission between 1 and 6 μ m to identify AGN. However, the method is undermined if the redshift used for the SED fitting is incorrect. Low-mass galaxies, log( M ) < 9.5, can contain relatively warm dust that emits in the 4–6 μ m range. We show that the potential contamination of AGN samples by purely star-forming low-mass galaxies can be avoided by the use of the infrared properties of Haro 11 as a limiting star-forming SED template. However, relatively few star-forming galaxies emit as strongly in the 3–6 μ m range as this template, so this could result in missing some obscured AGNs to avoid a minor contamination. Including the behavior of the galaxies at rest λ ∼ 13.5 μ m can mitigate this problem and yield more complete samples of bona fide AGN. JWST/MIRI supports this approach out to z ≲ 0.6.