Evidence from a number of species suggests that behaviours associated with social rank are positively correlated with metabolic rate. These studies, however, are based on metabolic measurements of isolated individuals, thereby ignoring potential effects of social interactions on metabolic rates. Here, we characterised three pertinent metabolic indices in the two predominant genetic colour morphs of the Gouldian finch (Erythrura gouldiae): diurnal resting metabolic rate (RMR), nocturnal basal metabolic rate (BMR) and exercise-induced maximal metabolic rate (MMR). Research reveals that red-headed morphs consistently dominate the less aggressive black-headed morphs and that the two morphs differ in other behavioural and physiological traits. We measured daytime RMR of intermorph naïve birds (first-year virgin males maintained in total isolation from opposite colour morphs) and their metabolic responses to viewing a socially unfamiliar bird of each colour. Subsequently, each bird was placed in a home cage with an opposite colour morph (intermorph exposed) and the series of measurements was repeated. Daytime RMR was indistinguishable between the two morphs, regardless of whether they were intermorph naïve or intermorph exposed. However, both red- and black-headed birds showed a greater short-term increase in metabolic rate when viewing an unfamiliar red-headed bird than when seeing a black-headed bird, but only when intermorph naïve. Measurements of BMR and exercise-induced MMR did not differ between the two morphs, and consequently, aerobic scope was indistinguishable between them. We propose that the behavioural differences between these two sympatric morphs are functionally complementary and represent evolutionary stable strategies permitting establishment of dominance status in the absence of metabolic costs.

Some of the earliest evidence that social status of free-living vertebrates covaried with resting metabolic rate (RMR) came from studies of winter flocks of small passerines. The social ranks of three species correlated with their daytime RMR, with the highest-ranked individuals consistently having the highest RMR (Roskaft et al., 1986; Hogstad, 1987). Similar associations between dominance/aggression and energy metabolism have been found in mammals (Turbill et al., 2013), lizards (Friessen et al., 2017), fish (Metcalfe et al., 1995; McCarthy, 2001) and crustaceans (Brown et al., 2003). A recent meta-analysis evaluated the extent of covariance between maintenance metabolic rates and a variety of behavioural traits from over 70 studies (Mathot et al., 2019). It concluded that traits associated with net energy gain (dominance, foraging) were among those having the strongest positive association with metabolic rate. As these were correlative studies, robust conclusions about the functional significance to these outcomes are unwarranted, as are assumptions that particular behavioural traits associated with dominance promotes higher metabolism or vice versa (Biro and Stamps, 2010).

Studies of inter-individual differences in metabolic rate and behavioural traits of endotherms are more often based on measurements of resting (RMR) than basal metabolic rates (BMR). While both pertain to inactive animals, they can differ markedly owing to the much broader range of conditions permitted for determining RMR. BMR measurements stipulate use of adult (non-growing) animals that are: non-breeding; exposed to thermoneutral temperatures (thus not requiring regulatory thermogenesis or evaporative cooling); post-absorptive; and asleep during the inactive phase of their circadian cycle (e.g. at night for diurnal species; Benedict, 1938; Aschoff and Pohl, 1970). These conditions specify an endotherm's minimal cost of self-maintenance and provide a standardised physiological status for comparisons of metabolic rate between individuals, populations or species (Hulbert and Else, 2004). By contrast, RMR measurements only require that animals be measured while inactive without regard to factors such as time of day, reproductive status, state of digestion, temperature, etc., all of which can elevate metabolic rate above BMR and thus confound comparative studies of metabolic rates.

Irrespective of which form of metabolic measurement is used to determine dominance costs, of greater concern is that RMR and BMR are almost by necessity measured on isolated individuals. Thus, such measurements may not accurately indicate metabolic rates in normal social conditions. Experiments on dominant fish housed with a subordinate found that the metabolic rates of subordinates increased more than that of the dominants, and the magnitude of increases in the metabolic rates of subordinate individuals was directly related to the level of aggression expressed by the dominant (Sloman et al., 2000). Similarly, Millidine et al. (2009) found that the rate of opercular movement (a proxy for metabolic rate) in individual fish within groups was size related, with opercular movement decreasing in large fish surrounded by smaller fish but increasing in small fish surrounded by larger individuals (Millidine et al., 2009). These examples demonstrate the need to consider the metabolic consequences of dominant–subordinate interactions before assigning dominance costs based on metabolic measurements of animals in isolation.

Accordingly, there remain many unanswered questions regarding the extent of difference in metabolic rates between aggressive and submissive phenotypes and how these might be influenced by social history as well by social context. A potentially fruitful experimental approach is to examine species with naturally evolved and genetically distinct phenotypes in appearance and behaviour. For example, in sympatric sibling cichlid species there was no metabolic difference between males of the dominant red-coloured species and blue-coloured males of the submissive species when measured in isolation (Dijkstra et al., 2011). By contrast, the red species had unexpectedly lower energy expenditure per unit effort than the blue species during aggressive responses while viewing another fish (Dijkstra et al., 2011). Gouldian finches [Erythrura gouldiae (Gould 1844)], a highly social estrildid finch native to tropical savannah woodlands in northern Australia, provide another excellent opportunity to examine the influences of social history and social context on the metabolic rate of behaviourally and morphologically distinct individuals. This species is unusual in that the two predominant colour morphs, red-headed and black-headed, occur sympatrically and have ratios within free-living populations that are spatially and temporally consistent (Gilby et al., 2009). The colour polymorphism, which occurs in both sexes, has provoked much interest in characterising traits that could account for its persistence (e.g. Kokko et al., 2014). Recent work has identified an extremely limited (approximately 72 kbp) level of genomic divergence between red- and black-headed morphs (Toomey et al., 2018; Kim et al., 2019). It is believed that this ‘red locus’ acts as a regulatory region that controls a pleiotropic gene, affecting a range of morphological, physiological and behavioural phenotypes, and is maintained by balancing density-dependent selection (Kim et al., 2019). For example, red-headed males respond to nutritional and social stresses with greater corticosterone secretion and reduced immune responsiveness than black-headed males (Pryke et al., 2007, 2012) and also have much higher testosterone levels when placed in competitive environments (Pryke et al., 2007). The two morphs also differ in levels of oxidative stress biomarkers following exposure to high temperatures (Fragueira et al., 2019). Multiple studies in both captive and field conditions show red-headed morphs of both sexes to be significantly more aggressive than black-headed morphs when contesting limited resources (Pryke and Griffith, 2006, 2009; Pryke, 2007; Williams et al., 2012; Brazill-Boast et al., 2013).

Here, we characterised three indices of aerobic metabolism of red- and black-headed first-year virgin males: daytime resting metabolic rate (RMR), nocturnal basal metabolic rate (BMR) and exercise-induced maximum metabolic rate (MMR). We also examine the influence of social history by repeated measures of RMR of birds never exposed to opposite colour morphs (intermorph naïve) and after opposite morphs shared a cage (intermorph exposed), both when isolated and while viewing unfamiliar birds of each colour morph. Quantifying both BMR and MMR allowed determination of absolute aerobic scope (AAS), which is believed to represent the aerobic power in excess of maintenance costs that is available for other activities (Brett, 1972). In some species, AAS better predicts dominance rank than proxies of either minimal or maximal oxygen consumption rates (Killen et al., 2014).

Given the putative linkages and the implied functional association between dominance and elevated metabolic rate (Biro and Stamps, 2010; Mathot et al., 2019), and the findings of Killen et al. (2014), we predict that BMR, RMR and likely AAS will be higher in red-headed than in black-headed morphs.

Animals and experimental design

We used 24 black-headed and 24 red-headed captive-reared wild-type male Gouldian finches. Birds had been raised by parents of the same colour and, upon fledging, were housed alone in complete social isolation (Pryke et al., 2007). While in seclusion and prior to experiments, juveniles transitioned from the drab grey/olivaceous immature plumage common to both morphs to the brightly coloured adult plumage of their male parent. Two cohorts of first-year virgin males were studied (one in 2007 and one in 2009); both involved 12 intermorph naïve birds of each colour morph. Upon arrival at the University of Wollongong, visual isolation of the two colour morphs was maintained by partitions between cages. Birds of the same colour morph were placed two per cage (34×45×45 cm; Hoei Cage Co., Japan). Cages were fitted with multiple perches and one dispenser each for commercial finch seed (Golden Cob, Mars Birdcare Australia), mineralised grit and water, all available ad libitum. Individuals of both cohorts remained with their initial cage partners for 2 weeks before metabolic measurements commenced.

All aspects of animal care and their use in experimental procedures were approved by the University of Wollongong Animal Ethics Committee.

Experiment 1: metabolic response to viewing a socially unfamiliar bird of each colour morph

Phase 1: all birds intermorph naïve

This involved two sets of metabolic measurements that took place on consecutive days (tests 1 and 2), with test 1 involving a pair of birds of the same or opposite colour morphs; for test 2, each bird was exposed to a morph of the opposite colour of that viewed in test 1. Experimental pairs were randomly selected from all birds other than either bird's cage partner. The sequence in which each bird viewed the same or opposite colour morph was varied among birds to balance morph colour combinations for tests 1 and 2.

Phase 2: all birds intermorph exposed

Upon completion of phase 1, birds were transferred to cages containing an individual of the opposite colour morph for 5 days. Subsequently, two sets of metabolic measurements (tests 3 and 4) were made on consecutive days (we define these individuals as ‘intermorph exposed’). As in phase 1, the sequence in which each bird viewed the same or opposite colour morph to itself on consecutive days was varied among all birds to balance morph colour combinations for tests 3 and 4.

Experiment 2: relationship between colour morphology and aerobic scope in intermorph exposed birds

Birds from the 2009 cohort were placed as mixed morph groups in outdoor flight cages (2.5×3×4 m, 12 birds per cage) following completion of experiment 1. Cages had multiple feeding sites, extensive perching locations and shelter from weather. After at least 4 days in aviaries, individuals were collected about mid-morning through midday to measure exercise-induced MMR. Upon completing MMR measurements, birds were placed in individual holding cages with free access to food and water. The following day, food was removed three hours before initiation of nocturnal measurements of BMR.

Metabolic measurements

Experiment 1

We measured RMR during the day using an open-circuit respirometry system that allowed us to continuously monitor two metabolic chambers simultaneously. For a given metabolic series (tests 1 through 4), birds were removed from holding cages, had body mass (Mb) measured on a digital scale (±0.01 g; model OHAUS AV413C), and were then placed individually in 1.5 l chambers fashioned from sealable polycarbonate plastic food containers. Chambers were optically transparent, rectangular and fitted with a perch at one-third height, as well as inlet and outlet tubes for airflow. The chamber containing the first bird was positioned in the constant-temperature cabinet and then screened with an opaque partition before positioning the second bird's chamber within 2 cm of one another. The perches were oriented perpendicularly to the partition, resulting in mutual viewing irrespective of perching location. Overhead fluorescent lighting within the temperature-controlled cabinet illuminated the birds evenly and a webcam was used to monitor behaviour.

Cabinet temperature was regulated at 30°C, which is within the thermoneutral zone for Gouldian finches (Burton and Weathers, 2003). Mass-flow controllers (Mykrolis, model FC-2902V-T) provided a constant air supply of 500 ml min–1 STP of dry air into each metabolic chamber. The outflows of each chamber and sequential sampling of inlet air were subsampled (approximately 100 ml min–1). Subsampled air was passed through Drierite and soda lime to remove water and CO2, respectively, en route to a two-channel O2 analyser (Oxilla II; Sable Systems International, Henderson, NV, USA). We used LabHelper software (warthog.ucr.edu) to control the multiplexer outputs and read chamber O2 concentration at 1 s intervals. We used LabAnalyst (warthog.ucr.edu) to correct oxygen readings for drift between consecutive baselines and to calculate O2 consumption rates (O2, ml min−1) according to eqn 2 of Hill (1972).

Oxygen consumption was recorded continuously after closure of the cabinet door. Video monitoring showed that birds usually settled within a few minutes, and their metabolic rates declined steadily, reaching a plateau approximately 30 to 60 min after door closure. Approximately 10 min after both birds exhibited a stable RMR, the partition was lifted so birds could see one another, and O2 was recorded for a further 60 min. RMR was identified as the lowest 3-min running mean O2 recorded over the entire measurement period. This duration was selected as birds tended to be restive under full illumination and periods of sustained rest levels of metabolic rate rarely exceeded 5 min. Peak MR (MRpeak) was designated as the highest 3-min running mean O2 recorded after the partition was lifted. These measurements were used to evaluate the maximum factorial increase in MR associated with birds viewing one another, which we calculated as MRpeak/RMR. The average O2 over the entire 60-min period that birds viewed one another was designated as MRmean.

Experiment 2

Procedures used for measuring BMR and exercise-induced MMR are described in detail elsewhere (Buttemer et al., 2019). In brief, for MMR tests, birds were collected from the flight cages and placed individually in a hop-flutter wheel that was rotated to elicit maximal oxygen consumption during exercise. Rotation speed was dynamically adjusted to each bird's pattern of movement to achieve maximal activity until they exhibited exhaustion. Data were adjusted with ‘instantaneous’ conversion procedures to account for gas mixing characteristics of the wheel and accurately resolve short-term changes in O2 (Chappell et al., 1999; Buttemer et al., 2019). The peak 30-s instantaneous rate of O2 during exercise was designated as MMR. Following MMR tests, birds were placed in holding cages (two birds per cage) with free access to food and water. BMR tests were performed on these birds the following evening, with food removed from their holding cages 3 h prior to measurements. Birds were placed in 2-l metal metabolic chambers for overnight measurements of O2 under thermoneutral conditions (30°C) in total darkness. BMR was calculated as the minimum 5-min running average O2 over the entire night; BMR obtained using this averaging interval was significantly repeatable in another study of similar-sized passerine birds (Careau et al., 2014a).

Statistical analyses

Experiment 1 (phases 1 and 2)

Analyses were conducted using linear mixed models in ASReml-R version 4 (Butler et al., 2018). All continuous variables (Mb, RMR, MRmean and factorial increase in MR) were log10 transformed to improve normality of the residuals and subsequently standardised to a mean of 0 and a variance of 1 to facilitate model convergence and allow direct comparison of effect sizes (in units variance) across variables. All models included a fixed effect of metabolic test sequence as a continuous variable (1 to 4). This controlled for potential temporal trends and habituation across the four sequential metabolic tests of phases 1 and 2 of this experiment, but included different sets of fixed effects. In these paired metabolic measurements, each bird represented the other bird's opponent. For the factorial increase in MR and MRmean, we included all possible interactions between: (1) Mb, (2) colour morph of the focal individual, (3) intermorph social status and (4) colour morph of the opponent. We initially included the body mass of the opponent (Mb-opponent), but it was never significant and was left out of the final model. Significance of fixed effects was tested with a conditional Wald F-statistic and the denominator degrees of freedom (d.f.) were determined following Kenward and Roger (1997). The two colour morph variables (focal and opponent) were coded as centred continuous variables, with black=−1 and red=1. Similarly, the intermorph social state of focal individuals were coded as centred continuous variables, with naïve=−1 and exposed=1. Therefore, all main effects are estimated for the average bird and are biologically interpretable even in the presence of interactions in the model (Schielzeth, 2010; Cleasby and Nagagawa, 2011).

To account for the non-independence in the data (each bird had four sequential metabolic evaluations in phases 1 and 2 of this experiment, except one that had three), we included the identity of the focal individual as a random effect and therefore partitioned the phenotypic variance into the among-individual variance (VID) and residual variance (Ve). We also included the identity of the opponent individual as a random effect to capture any variance (VID-opponent) that might be caused through indirect effects of particular opponents. A substantial VID-opponent component would imply that some individuals consistently triggered larger or smaller increases in the MR of the focal individual. We also included a correlation between the direct (VID) and indirect (VID-opponent) effects (rfocal–opponent). If positive, this would imply that individuals who have higher factorial increase in MR (direct effect) also trigger a greater increase in others (indirect effect). If negative, then this would mean that individuals that have a higher factorial increase in MR trigger a smaller increase in opponents. Although the model may seem complex, it easily converged in only six iterations and there were no signs of overfitting (all but one of the 48 individuals were measured four times, for a total of 191 observations, with varying focal–opponent combinations, such that all parameters were estimable). Finally, we calculated repeatability as the ratio of VID over total phenotypic variance (conditioned on the fixed effects). For Mb and RMR, we used the equation R=VID/(VID+Ve), whereas for factorial increase in MR we used R=VID/(VID+VID-opponent+Ve). Note that repeatability estimates should be interpreted as being conditioned on the variables and interactions included as fixed effects in the model (Wilson, 2018). The approximate standard error of R estimates was calculated using the vpredict() function (Butler et al., 2018). Unless stated otherwise, all values are presented as means±1 s.e.m.

Experiment 2

The influence of colour morph on BMR, MMR, factorial aerobic scope (FAS) and AAS was determined using linear mixed models that included body mass, morph colour and their interactions as independent variables.

Experiment 1

Resting metabolic rate

RMR increased throughout experiment 1, as indicated by a significant and positive effect of metabolic test sequence (Table 1 and Fig. 1D). The two-way interaction between Mb and intermorph social state was statistically significant (Table 1) such that RMR increased with Mb in both colour morphs when intermorph naïve (Fig. 1A), but there was no relationship in either group when intermorph exposed (Fig. 1B). No other main effect or interaction was significant (Table 1). Black-headed and red-headed morphs did not differ from each other in RMR at either intermorph social stage (Fig. 1C), with black-headed and red-headed birds averaging 1.03±0.03 and 1.04±0.04 ml O2 min−1, respectively, when intermorph naïve, and both averaging 1.08±0.03 ml O2 min−1 when intermorph exposed. Among- and within-individual variance estimates in RMR were very similar, resulting in a moderate repeatability estimate of R=0.474±0.086 (estimate±s.e.).

Fig. 1.

Effects of social history and body mass on resting metabolic rates of the two Gouldian finch colour morphs. Resting metabolic rate (RMR; the lowest 3-min average) as a function of body mass in (A) intermorph naïve (experiment 1; phase 1; metabolic tests 1 and 2) and (B) intermorph exposed male black-headed and red-headed Gouldian finches (experiment 1; phase 2; metabolic tests 3 and 4). (C,D) RMR did not differ between black-headed and red-headed morphs in either intermorph state.

Fig. 1.

Effects of social history and body mass on resting metabolic rates of the two Gouldian finch colour morphs. Resting metabolic rate (RMR; the lowest 3-min average) as a function of body mass in (A) intermorph naïve (experiment 1; phase 1; metabolic tests 1 and 2) and (B) intermorph exposed male black-headed and red-headed Gouldian finches (experiment 1; phase 2; metabolic tests 3 and 4). (C,D) RMR did not differ between black-headed and red-headed morphs in either intermorph state.

Table 1.

Source of variation in resting metabolic rate (RMR; experiment 1, phases 1 and 2) according to metabolic test sequence (1 to 4), body mass (Mb), colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), and Mb of the cage companion (Mb-companion)

Source of variation in resting metabolic rate (RMR; experiment 1, phases 1 and 2) according to metabolic test sequence (1 to 4), body mass (Mb), colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), and Mb of the cage companion (Mb-companion)
Source of variation in resting metabolic rate (RMR; experiment 1, phases 1 and 2) according to metabolic test sequence (1 to 4), body mass (Mb), colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), and Mb of the cage companion (Mb-companion)

Body mass at the time of RMR determinations did not differ between colour morphs (F1,42.7=1.833, P=0.18), but did increase significantly for both groups after transfer to cages with a different colour morph (F1,136.8=13.06, P=0.0004). Body mass averaged 15.68±0.12 g for both morphs during phase 1 RMR measurements and 16.37±0.13 g during phase 2.

Metabolic response to viewing same or opposite colour morph

The 3-min peak factorial increase in MR after the partition was lifted (MRpeak/RMR) declined throughout this experiment, as indicated by a significant and negative effect of metabolic test sequence (Table 2 and Fig. S1d). As for RMR, the two-way interaction between Mb and intermorph social state was highly significant (Table 2), but this time it had a negative estimate, which means that the factorial increase in MR was not related to Mb in naïve individuals (Fig. S1a), but positively related to Mb in intermorph exposed individuals (Fig. S1b). The main effect for the variable ‘opponent’ was significant and positive, revealing that red-headed morphs triggered a higher increase in MR than black-headed morphs (Table 2). The ‘intermorph social state×opponent’ interaction was also significant with a negative estimate (Table 2), indicating a weaker effect of seeing a red-headed morph in intermorph exposed than naïve birds. This was clearly evident in both morphs, with metabolic reaction of naïve birds being much higher when viewing red-headed than black-headed opponents (Fig. 2). Using data on naïve birds only, the difference between viewing a red-headed versus black-headed was similar in red-headed morphs (estimate=0.29±0.13) and black-headed morphs (estimate=0.26±0.13) (note: otherwise the ‘focal×intermorph social state×opponent’ interaction would be significant). By contrast, the metabolic response to red-headed opponents was significantly reduced in both morphs when intermorph exposed and did not differ from their reaction to viewing black-headed morphs, which was unaffected by intermorph social history (Fig. 2). There was significant among-individual variation in MRpeak, resulting in a repeatability estimate of R=0.301±0.082. Interestingly, there was also significant variance associated with the identity of the opponent (VID-opponent), and such indirect effects were positively correlated with direct effects (rfocal–opponent; Table 2).

Fig. 2.

Effects of social history and opponent's colour morph on focal bird's metabolic response to viewing an unfamiliar bird. Factorial increase in metabolism above resting levels (RMRpeak/RMR) that occurred when black-headed and red-headed male morphs of the Gouldian finches were presented with a conspecific inside an adjacent metabolic chamber (i.e. the ‘opponent’) of either black-headed or red-headed morphology when intermorph naïve and intermorph exposed (experiment 1; phases 1 and 2). (A) Black-headed morph; (B) red-headed morph.

Fig. 2.

Effects of social history and opponent's colour morph on focal bird's metabolic response to viewing an unfamiliar bird. Factorial increase in metabolism above resting levels (RMRpeak/RMR) that occurred when black-headed and red-headed male morphs of the Gouldian finches were presented with a conspecific inside an adjacent metabolic chamber (i.e. the ‘opponent’) of either black-headed or red-headed morphology when intermorph naïve and intermorph exposed (experiment 1; phases 1 and 2). (A) Black-headed morph; (B) red-headed morph.

Table 2.

Source of variation in the factorial increase in metabolic rate (MRpeak/RMR) according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and all possible interactions (experiment 1, phases 1 and 2)

Source of variation in the factorial increase in metabolic rate (MRpeak/RMR) according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and all possible interactions (experiment 1, phases 1 and 2)
Source of variation in the factorial increase in metabolic rate (MRpeak/RMR) according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and all possible interactions (experiment 1, phases 1 and 2)

Unlike the limited periods of MRpeak when birds viewed one another, MRmean over the entire 60-min viewing period was unaffected by morph colour, intermorph social history or metabolic test sequence (Table 3). The only significant interaction was between body mass and intermorph social state, but the estimate was negative (opposite effect from MRpeak). Similarly, the estimates for some of the interactions that approached significance were of opposite sign (Table 3). Repeatability of MRmean was R=0.528±0.80, and the VID-opponent values were low and not significantly greater than 0 (Table 3).

Table 3.

Source of variation in the average metabolic rate (MRmean) while viewing another bird according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and their interactions (experiment 1, phases 1 and 2)

Source of variation in the average metabolic rate (MRmean) while viewing another bird according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and their interactions (experiment 1, phases 1 and 2)
Source of variation in the average metabolic rate (MRmean) while viewing another bird according to metabolic test sequence (1 to 4), Mb, colour morph of the focal individual (black- versus red-headed morph), social state of the focal individual (intermorph naïve versus exposed), colour morph of the opponent individual (the one being seen by the focal individual) and their interactions (experiment 1, phases 1 and 2)

Experiment 2

Colour morphology and aerobic scope

Colour morphology was unrelated to BMR, exercise-induced MMR, as well as AAS and FAS (MMR–BMR and MMR/BMR, respectively; Table S1). Body mass had a significant effect on MMR (Table S1), but did not differ between colour morphs (t22=1.63, P=0.117). The mean variable values were: Mb=15.3±0.2 g, BMR=0.74±0.03 ml O2 min−1, MMR=4.48±0.12 ml O2 min−1, AAS=3.74±0.12 ml O2 min−1 and FAS=6.17±0.25.

All birds used in this study were bred from the same captive population used for studies that revealed consistent differences between black-headed and red-headed morphs in aggression, dominance and a range of physiological traits (Pryke and Griffith, 2006; Pryke, 2007; Pryke et al., 2007, 2012). Given that consistent individual differences in behaviour (e.g. Dingemanse et al., 2002; Petelle et al., 2015; Edwards et al., 2017) and metabolic rate (e.g. Sadowska et al., 2005; Ronning et al., 2007; Nilsson et al., 2009) are known to be heritable and that dominant individuals are typically associated with higher metabolic rates (Biro and Stamps, 2010; Mathot et al., 2019), the lack of difference between the two morphs in all our metabolic measures was unexpected.

Our initial measurements of RMR involved both morphs while intermorph naïve, and these revealed RMR to be indistinguishable between them. This alone suggests that elevated RMR among individual Gouldian finches was not an antecedent of their subsequent dominance status, unlike the ontogeny of dominance documented in some salmonid fish (Metcalfe et al., 1995; Cutts et al., 1999). Based on the well-characterised differences in dominance between the two morphs, it was surprising that intermorph social history did not differentially affect RMR. This contrasts with the responses of juvenile brown trout (Salmo trutta) sharing a tank with another fish, with metabolic rates of dominant fish decreasing and those of subordinates increasing after being paired for 24 h (Sloman et al., 2000). Similarly, Cristol (1995) found that transfer of individual dark-eyed juncos (Junco hyemalis) between captive flocks changed the RMR of dominant and submissive birds differently, even in controls that were returned to their original group. In our study, the main effect of intermorph social history on RMR was a change in the relationship between body mass and RMR. However, this response was similar in both morphs, with each morph showing an increase in RMR with respect to body mass when intermorph naïve (Fig. 1A), but not when intermorph exposed (Fig. 1B). For both morphs, thermoneutral RMR was 43% higher than BMR, which is consistent with night-time thermoneutral metabolic rate differences between fasted birds compared with daytime measures after feeding and photostimulation (Buttemer et al., 1986).

Our procedures for measuring BMR eliminated metabolic variance resulting from differences in digestive status, and were conducted during the nocturnal rest phase of the circadian cycle. Hence, the BMR data indicate ‘true’ minimum metabolic rate. BMR has previously been determined for Gouldian finches (Marschall and Prinzinger, 1991; Burton and Weathers, 2003), but those studies did not distinguish between colour morphs. Our BMR measurements were 6 and 11% higher than those made by the latter two studies, respectively, and were statistically indistinguishable between the two morphs when intermorph exposed. This reinforces our conclusion that differences in dominance between the two morphs are unrelated to metabolic rate.

As previously discussed, metabolic tests on isolated individuals cannot account for potential effects of social interaction. Therefore, we examined the metabolic consequences of birds viewing an unfamiliar red- or black-headed morph to identify potential costs of behavioural differences in a more natural context. In intermorph naïve birds, both morphs reacted more to the presence of a red-headed than a black-headed morph. This is consistent with experimental evidence that physiological and behavioural responses to red are genetic traits in Gouldian finches. In dyadic feeding contests between intermorph naïve juvenile males that were unmarked and those whose head colour was artificially coloured either red, black or blue, red colouring elicited far greater submissive behaviour and higher corticosterone secretion in unmanipulated individuals, regardless of either bird's genetic makeup (Pryke, 2009). This suggests an innate sympathetic nervous response to viewing a red-headed individual, which might be expected to elicit a rise in metabolic rate. However, we found no effect of opponent head colour on MRpeak in intermorph exposed birds. Importantly, the extent and duration of these metabolic rate rises during these 60-min viewing periods were small. This is reflected by the lack of difference in MRmean between morphs when viewing another bird, regardless of intermorph history or opponent head colour.

Finally, we examined the possibility that differences in dominance between morphs might be correlated with maximal metabolism in forced exercise (MMR) or with absolute or factorial aerobic scope (MMR–BMR or MMR/BMR, respectively). Although the highest aerobic metabolic rates of volant species are apparently achieved during flight (McKechnie and Swanson, 2010), we assume that MMR determined using a hop-flutter wheel is a useful index of aerobic performance for several reasons. First, MMR measurements made with hop-flutter wheels are highly repeatable over time, implying that birds tested with this method reach consistent aerobic limits (Chappell et al., 1996; 2011; Careau et al., 2014a). Second, hop-flutter-based MMR values of free-living house sparrows progressively declined after they were transferred to small cages restricting their locomotor activities (Buttemer et al., 2008), as was found for maximal O2 of humans after reducing aerobic exercise training (Neufer, 1989). Finally, hop-flutter MMR values are substantially higher than maximum theromogenic O2 in birds (McKechnie and Swanson, 2010) and sometimes approach values for flight metabolism (Chappell et. al. 2011). In a tropical damselfish, aerobic scope is a predictor of dominance rank (Killen et al., 2014). However, in our Gouldian finches, exercise-induced MMR as well as factorial and absolute aerobic scopes were indistinguishable between the two colour morphs, despite these measurements being made after birds had interacted with opposite colour morphs for 10–14 days.

Based on the range of metabolic measures made under the same conditions for all birds, we conclude that aggressive versus submissive personality differences between the two Gouldian finch colour morphs (sensuRoche et al., 2016) are not aligned with differences in aerobic metabolic rate. We believe that our findings are pertinent to natural conditions in that the first antagonistic interactions free-living Gouldian finches have with unrelated adult birds occur after juveniles moult from their drab monomorphic plumage to their colour morph. The lack of correspondence between aggressive traits and elevated metabolic rate in these birds contrasts with the findings for many other species (Biro and Stamps, 2010; Mathot et al., 2019), and may be a consequence of the long-term sympatric co-existence between these genetically and chromatically distinct morphs.

Rohwer and Ewald (1981) describe ways that individuals of species with morphological dominance markers can derive mutual benefit from such ‘badging’. In the shepherd's hypothesis, subordinates are superior food finders (‘sheep’) and dominants (‘shepherds’) exploit this trait, but also protect subordinates from being overwhelmed by too many dominants. The behavioural morphs of Gouldian finches broadly fit this model, with black-headed birds being more exploratory (see below) and red-headed birds being more aggressive towards other red-headed morphs than to black-headed morphs (Pryke, 2007; Williams et al., 2012; King et al., 2015). In this context, it is noteworthy that free-living populations of Gouldian finches always contain a mix of both morphs, with red-headed birds outnumbering black-headed birds by approximately 2:1 (Franklin and Dostine, 2000; Gilby et al., 2009). In dyadic contests for food, black-headed birds typically yield passively to red-headed birds by displaying submissive or avoidance behaviours, whereas contests between red-headed birds invariably involve aggressive physical confrontations (Pryke and Griffith, 2006; Pryke, 2007).

Although submissive to red-headed morphs, black-headed Gouldian finches are much less neophobic and risk-averse than red-headed birds (Mettke-Hofmann, 2012; Williams et al., 2012) and act more like leaders in unfamiliar settings in both captive and free-living situations (King et al., 2015; O'Reilly et al., 2019). This contrasts with many other species, where risk taking and dominance positively covary (Briffa et al., 2015). This may be a consequence of red colouration being more conspicuous to predators than black in open landscapes, thus favouring more tentative exploration by the more dominant morph (Mettke-Hofmann, 2012).

Thus it is possible that the behavioural differences between these two morphs are mutually beneficial and represent evolutionary stable strategies favouring their continued co-existence (Maynard Smith, 1974; Kokko et al., 2014). The absence of metabolic rate differences between the two morphs may reflect this long-term stability, but our study did not evaluate the potential for metabolic rates to differ when resources become limited. In such circumstances, the frequency and intensity of aggressive activities will likely increase in red-headed birds, which could result in them having higher daily energy requirements than their black-headed counterparts. This could lead to divergence in flight and digestive organ sizes between the two morphs and, consequently, differences in maintenance energy metabolism (Daan et al., 1990; Chappell et al., 1999; Bai et al., 2016).

We thank Sarah Pryke for facilitating this study and Bethany Hoye and Simeon Lisovski for discussions on the statistical analyses. The constructive feedback from Neil Metcalfe and an anonymous reviewer on an earlier version of the manuscript is gratefully acknowledged.

Author contributions

Conceptualization: W.A.B., S.C.G.; Methodology: W.A.B., M.A.C.; Software: M.A.C., V.C.; Validation: W.A.B., M.A.C.; Formal analysis: W.A.B., V.C.; Investigation: W.A.B., M.A.C., S.C.G.; Resources: W.A.B., S.C.G.; Data curation: W.A.B., M.A.C., V.C.; Writing - original draft: W.A.B.; Writing - review & editing: W.A.B., M.A.C., V.C., S.C.G.; Visualization: W.A.B., S.C.G.; Supervision: W.A.B., S.C.G.; Project administration: W.A.B., M.A.C., S.C.G.; Funding acquisition: W.A.B., S.C.G.

Funding

This research was conducted with financial support from the Australian Research Council (LP0667562 to S.C.G. and W.A.B.) and an Alfred Deakin Postdoctoral Research Fellowship to V.C.

Data availability

Data are available from Dryad (Buttemer, 2021): dryad.51c59zw8r.

Aschoff
,
J.
and
Pohl
,
H.
(
1970
).
Rhythmic variations in energy metabolism
.
Fed. Proc.
291
,
1541
-
1552
.
Bai
,
M.
,
Wu
,
X.
,
Zheng
,
W.
and
Liu
,
J.
(
2016
).
Relationships between interspecific differences in the mass of internal organs, biochemical markers of metabolic activity, and the thermogenic properties of three small passerines
.
Avian Res.
7
,
11
.
Benedict
,
F. G.
(
1938
).
Vital Energetics: A Study in Comparative Basal Metabolism
.
Carnegie Institution of Washington.
Biro
,
P. A.
and
Stamps
,
J. A.
(
2010
).
Do consistent individual differences in metabolic rate promote consistent individual differences in behavior?
Trends Ecol. Evol.
25
,
653
-
659
.
Brazill-Boast
,
J.
,
Griffith
,
S. C.
and
Pryke
,
S. R.
(
2013
).
Morph-dependent resource acquisition and fitness in a polymorphic bird
.
Evol. Ecol.
27
,
1189
-
1198
.
Brett
,
J. R.
(
1972
).
The metabolic demand for oxygen in fish, particularly salmonids, and a comparison with other vertebrates
.
Resp. Physiol.
14
,
151
-
170
.
Briffa
,
M.
,
Sneddon
,
L. U.
and
Wilson
,
A. J.
(
2015
).
Animal personality as a cause and consequence of contest behaviour
.
Biol. Lett.
11
,
20141007
.
Brown
,
J. H.
,
Ross
,
B.
,
McCauley
,
S.
,
Dance
,
S.
and
Taylor
,
A. C.
and
Huntingford
,
F. A.
(
2003
).
Resting metabolic rate and social status in juvenile giant freshwater prawns, Macrobrachium rosenbergii
.
Mar. Freshwater Behav. Physiol.
36
,
31
-
40
.
Burton
,
C. T.
and
Weathers
,
W. W.
(
2003
).
Energetics and thermoregulation of the Gouldian finch (Erythrura gouldiae)
.
Emu - Austral Ornithol.
103
,
1
-
10
.
Butler
,
D.
,
Cullis
,
B. R.
,
Gilmour
,
A. R.
,
Gogel
,
D. J.
and
Thompson
,
R.
(
2018
).
ASReml-R Reference Manual Release 4
.
Hemel Hempstead
:
VSN International Ltd
.
Buttemer
,
W.
(
2021
).
Gouldian finch metabolic data for Buttemer et al. 2021 jeb242577
.
Dryad Dataset
.
Buttemer
,
W. A.
,
Hayworth
,
A. M.
,
Weathers
,
W. W.
and
Nagy
,
K. A.
(
1986
).
Time-budget estimates of avian energy expenditure: physiological and meteorological considerations
.
Physiol. Zool.
59
,
131
-
149
.
Buttemer
,
W. A.
,
Warne
,
S.
,
Bech
,
C.
and
Astheimer
,
L. B.
(
2008
).
Testosterone effects on avian basal metabolic rate and aerobic performance: facts and artefacts
.
Comp. Biochem. Physiol. Part A Mol. Integr. Physiol.
150
,
204
-
210
.
Buttemer
,
W. A.
,
Bauer
,
S.
,
Emmenegger
,
T.
,
Dimitrov
,
D.
,
Peev
,
S.
and
Hahn
,
S.
(
2019
).
Moult-related reduction of aerobic scope in passerine birds
.
J. Comp. Physiol. B
189
,
463
-
470
.
Careau
,
V.
,
Hoye
,
B. J.
,
O'Dwyer
,
T. W.
and
Buttemer
,
W. A.
(
2014
).
Among- and within-individual correlations between basal and maximal metabolic rates in birds
.
J. Exp. Biol.
217
,
3593
-
3596
.
Chappell
,
M. A.
,
Zuk
,
M.
and
Johnsen
,
T. S.
(
1996
).
Repeatability of aerobic performance in red Junglefowl: effects of ontogeny and nematode infection
.
Func. Ecol.
10
,
578
-
585
.
Chappell
,
M. A.
,
Bech
,
C.
and
Buttemer
,
W. A.
(
1999
).
The relationship of central and peripheral organ masses to aerobic performance variation in house sparrows
.
J. Exp. Biol.
202
,
2269
-
2279
.
Chappell
,
M. A.
,
Savard
,
J.-F.
,
Siani
,
J.
,
Coleman
,
S. W.
,
Keagy
,
J.
and
Borgia
,
G.
(
2011
).
Aerobic capacity in wild satin bowerbirds: repeatability and effects of age, sex and condition
.
J. Exp. Biol.
214
,
3186
-
3196
.
Cleasby
,
I. R.
and
Nakagawa
,
S.
(
2011
).
Neglected biological patterns in the residuals
.
Behav. Ecol. Sociobiol.
65
,
2361
-
2372
.
Cristol
,
D. A.
(
1995
).
Costs of switching social groups for dominant and subordinate dark-eyed juncos (Junco hyemalis)
.
Behav. Ecol. Sociobiol.
37
,
93
-
101
.
Cutts
,
C. J.
,
Metcalfe
,
N. B.
and
Taylor
,
A. C.
(
1999
).
Competitive asymmetries in territorial juvenile Atlantic salmon, Salmo salar
.
Oikos
86
,
479
-
486
.
Daan
,
S.
,
Masman
,
D.
and
Groenewold
,
A.
(
1990
).
Avian basal metabolic rates: their association with body composition and energy expenditure in nature
.
Am. J. Physiol. Regul. Integr. Comp. Physiol.
259
,
R333
-
R340
.
Dijkstra
,
P. D.
,
Woegertjes
,
G. F.
,
Forlenza
,
M.
,
van der Sluiijs
,
I.
,
Hofmann
,
H. A.
,
Metcalfe
,
N. B.
and
Groothuis
,
T. G. G.
(
2011
).
The role of physiology in the divergence of two incipient cichlid species
.
J. Evol. Biol.
24
,
2639
-
2652
.
Dingemanse
,
N. J.
,
Both
,
C.
,
Drent
,
P. J.
,
van Oers
,
K.
and
van Noordwijk
,
A. J.
(
2002
).
Repeatability and heritability of exploratory behaviour in great tits from the wild
.
Anim. Behav.
64
,
929
-
938
.
Edwards
,
H. A.
,
Burke
,
T.
and
Dugdale
,
H. L.
(
2017
).
Repeatable and heritable behavioural variation in a wild cooperative breeder
.
Behav. Ecol.
28
,
668
-
676
.
Fragueira
,
R.
,
Verhulst
,
S.
and
Beaulieu
,
M.
(
2019
).
Morph- and sex-specific effects of challenging conditions on maintenance parameters in the Gouldian finch
.
J. Exp. Biol.
222
,
jeb196030
.
Franklin
,
D. C.
and
Dostine
,
P. L.
(
2000
).
A note on the frequency and genetics of head colour morphs in the Gouldian finch
.
Emu Austral Ornithol.
100
,
236
-
239
.
Friessen
,
C. R.
,
Johansson
,
R.
and
Olsson
,
M.
(
2017
).
Morph-specific metabolic rate and the timing of reproductive senescence in a color polymorphic dragon
.
J. Exp. Zool.
327
,
433
-
443
.
Gilby
,
A. J.
,
Pryke
,
S. R.
and
Griffith
,
S. C.
(
2009
).
The historical frequency of head-colour morphs in the Gouldian finch (Erythrura gouldiae)
.
Emu Austral Ornithol.
109
,
222
-
229
.
Hill
,
R. W.
(
1972
).
Determination of oxygen consumption by use of the paramagnetic oxygen analyzer
.
J. Appl. Physiol.
33
,
261
-
263
.
Hogstad
,
O.
(
1987
).
It is expensive to be dominant
.
Auk
104
,
333
-
336
.
Hulbert
,
A. J.
and
Else
,
P. L.
(
2004
).
Basal metabolic rate: history, composition, regulation, and usefulness
.
Physiol. Biochem. Zool.
77
,
869
-
876
.
Kenward
,
M. G.
and
Roger
,
J. H.
(
1997
).
Small sample inference for fixed effects from restricted maximum likelihood
.
Biometrics
53
,
983
-
997
.
Killen
,
S. S.
,
Mitchell
,
M. D.
,
Rummer
,
J. L.
,
Chivers
,
D. P.
,
Ferrari
,
M. C. O.
,
Meekan
,
M. G.
and
McCormick
,
M. I.
(
2014
).
Aerobic scope predicts dominance during early life in a tropical damselfish
.
Funct. Ecol.
28
,
1367
-
1376
.
Kim
,
K.-W.
,
Jackson
,
B. C.
,
Zhang
,
H.
,
Toews
,
D. P. L.
,
Taylor
,
S. A.
,
Greig
,
E. I.
,
Lovette
,
I. J.
,
Liu
,
M. M.
,
Davison
,
A.
,
Griffith
,
S. C.
et al. 
(
2019
).
Genetics and evidence for balancing selection of a sex-linked colour polymorphism in a songbird
.
Nat. Commun.
10
,
1852
.
King
,
A. J.
,
Williams
,
L. J.
and
Mettke-Hofmann
,
C.
(
2015
).
The effects of social conformity on Gouldian finch personality
.
Anim. Behav.
99
,
25
-
31
.
Kokko
,
H.
,
Griffith
,
S. C.
and
Pryke
,
S. R.
(
2014
).
The hawk-dove game in a sexually reproducing species explains a colourful polymorphism of an endangered bird
.
Pro
c
. R. Soc. B Biol. Sci.
281
,
20141794
.
Marschall
,
U.
and
Prinzinger
,
R.
(
1991
).
Vergleichende Ökophysiologie von fünf Prachtfinkenarten (Estrildidae)
.
J. Ornithol.
132
,
319
-
323
.
Mathot
,
K. J.
,
Dingemanse
,
N. J.
and
Nakagawa
,
S.
(
2019
).
The covariance between metabolic rate and behaviour varies across behaviours and thermal types: meta-analytic insights
.
Biol. Rev.
94
,
1056
-
1074
.
Maynard Smith
,
J.
(
1974
).
The theory of games and the evolution of animal conflicts
.
J. Theor. Biol.
47
,
209
-
221
.
McCarthy
,
I. D.
(
2001
).
Competitive ability is related to metabolic asymmetry in juvenile rainbow trout
.
J. Fish Biol.
59
,
1002
-
1014
.
McKechnie
,
A. E.
and
Swanson
,
D. L.
(
2010
).
Sources and significance of variation in basal, summit and maximal metabolic rates in birds
.
Curr. Zool.
56
,
741
-
758
.
Metcalfe
,
N. B.
,
Taylor
,
A. C.
and
Thorpe
,
J. E.
(
1995
).
Metabolic rate, social status and life-history strategies in Atlantic salmon
.
Anim. Behav.
49
,
431
-
436
.
Mettke-Hofmann
,
C.
(
2012
).
Head colour and age relate to personality traits in Gouldian finches
.
Ethology
118
,
906
-
916
.
Millidine
,
K. J.
,
Metcalfe
,
N. B.
and
Armstrong
,
J. D.
(
2009
).
Presence of a conspecific causes divergent changes in resting metabolism depending on its relative size
.
Proc. R. Soc. B Biol. Sci.
276
,
3989
-
3993
.
Neufer
,
P. D.
(
1989
).
The effect of detraining and reduced training on the physiological adaptations to aerobic exercise training
.
Sports Med.
8
,
302
-
321
.
Nilsson
,
J.-Å.
,
Åkesson
,
M.
and
Nilsson
,
J. F.
(
2009
).
Heritability of resting metabolic rate in a wild population of blue tits
.
J. Evol. Biol.
22
,
1867
-
1874
.
O'Reilly
,
A. O.
,
Hofmann
,
G.
and
Mettke-Hofmann
,
C.
(
2019
).
Gouldian finches are followers with black-headed females taking the lead
.
PLoS ONE
14
,
e0214531
.
Petelle
,
M. B.
,
Martin
,
J. G. A.
and
Blumstein
,
D. T.
(
2015
).
Heritability and genetic correlations of personality traits in a wild population of yellow-bellied marmots (Marmota flaviventris)
.
J. Evol. Biol.
28
,
1840
-
1848
.
Pryke
,
S. R.
(
2007
).
Fiery red heads: female dominance among head color morphs in the Gouldian finch
.
Behav. Ecol.
18
,
621
-
627
.
Pryke
,
S. R.
(
2009
).
Is red an innate or learned signal of aggression and intimidation?
Anim.Behav.
78
,
393
-
398
.
Pryke
,
S. R.
and
Griffith
,
S. C.
(
2006
).
Red dominates black: agonistic signalling among head morphs in the colour polymorphic Gouldian finch
.
Proc. R. Soc. B Biol. Sci.
273
,
949
-
957
.
Pryke
,
S. R.
and
Griffith
,
S. C.
(
2009
).
Socially mediated trade-offs between aggression and parental effort in competing color morphs
.
Am. Nat.
174
,
455
-
464
.
Pryke
,
S. R.
,
Astheimer
,
L. B.
,
Buttemer
,
W. A.
and
Griffith
,
S. C.
(
2007
).
Frequency-dependent physiological trade-offs between competing colour morphs
.
Biol. Lett.
3
,
494
-
497
.
Pryke
,
S. R.
,
Astheimer
,
L. B.
,
Griffith
,
S. C.
and
Buttemer
,
W. A.
(
2012
).
Covariation in life-history traits: differential effects of diet on condition, hormones, behavior and reproduction in genetic finch morphs
.
Am. Nat.
179
,
375
-
390
.
Roche
,
D. G.
,
Careau
,
V.
and
Binning
,
S. A.
(
2016
).
Demystifying animal ‘personality’ (or not): why individual variation matters to experimental biologists
.
J. Exp. Biol.
219
,
3832
-
3843
.
Rohwer
,
S.
and
Ewald
,
P. W.
(
1981
).
The cost of dominance and advantage of subordination in a badge signaling system
.
Evolution
35
,
441
-
454
.
Rønning
,
B.
,
Jensen
,
H.
,
Moe
,
B.
and
Bech
,
C.
(
2007
).
Basal metabolic rate: heritability and genetic correlations with morphological traits in the zebra finch
.
J. Evol. Biol.
20
,
1815
-
1822
.
Røskaft
,
E.
,
Järvi
,
T.
,
Bakken
,
M.
,
Bech
,
C.
and
Reinertsen
,
R. E.
(
1986
).
The relationship between social status and resting metabolic rate in great tits (Parus major) and pied flycatchers (Ficedula hypoleuca)
.
Anim. Behav.
34
,
838
-
842
.
Sadowska
,
E. T.
,
Labocha
,
M. K.
,
Baliga
,
K.
,
Stanisz
,
A.
,
Wróblewska
,
A. K.
,
Jagusiak
,
W.
and
Koteja
,
P.
(
2005
).
Genetic correlations between basal and maximum metabolic rates in a wild rodent: consequences for evolution of endothermy
.
Evolution
59
,
672
-
681
.
Schielzeth
,
H.
(
2010
).
Simple means to improve the interpretability of regression coefficients
.
Methoda Ecol. Evol.
1
,
103
-
113
.
Sloman
,
K. A.
,
Motherwell
,
G.
,
O'Connor
,
K. I.
and
Taylor
,
A. C.
(
2000
).
The effect of social stress on the standard metabolic rate (SMR) of brown trout, Salmo trutta
.
Fish Physiol. Biochem.
23
,
49
-
53
.
Toomey
,
M. B.
,
Marques
,
C. I.
,
Andrade
,
P.
,
Araújo
,
P. M.
,
Sabatino
,
S.
,
Gazda
,
M. A.
,
Afonso
,
S.
,
Lopes
,
R. J.
,
Corbo
,
J. C.
and
Carneiro
,
M.
(
2018
).
A non-coding region near Follistatin controls head colour polymorphism in the Gouldian finch
.
Proc. R. Soc. B Biol. Sci.
285
,
20181788
.
Turbill
,
C.
,
Ruf
,
T.
,
Rothman
,
A.
and
Arnold
,
W.
(
2013
).
Social dominance is associated with individual differences in heart rate and energetic response to food restriction in female red deer
.
Physiol. Biochem. Zool.
86
,
528
-
537
.
Williams
,
L. J.
,
King
,
A. J.
and
Mettke-Hofmann
,
C.
(
2012
).
Colourful characters: head colour reflects personality in a social bird, the Gouldian finch, Erythrura gouldiae
.
Anim. Behav.
84
,
159
-
165
.
Wilson
,
A. J.
(
2018
).
How should we interpret estimates of individual repeatability?
Evol. Lett.
2
,
4
-
8
.

Competing interests

The authors declare no competing or financial interests.

Supplementary information