Top panels: COLD GASS galaxies are plotted in the two-dimensional planes of stellar surface density versus stellar mass, concentration versus stellar mass and concentration versus stellar surface density. Galaxies with H i line detections are plotted in blue, while those without H i line detections are plotted in red. Bottom panels: detections and non-detections from our F10 model ‘mock catalogues’ are plotted in the same three planes.