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Overdamped Phase Diffusion in hBN Encapsulated Graphene Josephson Junctions

J. Tang1, M.T. Wei2, A. Sharma1, E. G. Arnault3, A. Seredinski4, Y. Mehta5, K. Watanabe6, T. Taniguchi6, F. Amet5, I. Borzenets1 1Department of Physics, City University of Hong Kong, Kowloon, Hong Kong SAR.
2Joint Quantum Institute, University of Maryland, MD 20742, USA.
3Department of Physics, Duke University, Durham, NC 27708, USA.
4Department of Sciences, Wentworth Institute of Technology, Boston, MA 02115, USA.
5Department of Physics and Astronomy, Appalachian State University, Boone, NC 28607, USA.
6Advanced Materials Laboratory, National Institute for Materials Science, Tsukuba, 305-0044, Japan.
Correspondence should be sent to I.V.B. (email: [email protected])
Abstract

We investigate the zero-bias behavior of Josephson junctions made of encapsulated graphene boron nitride heterostructures in the long ballistic junction regime. For temperatures down to 2.72.7K, the junctions appear non-hysteretic with respect to the switching and retrapping currents ICI_{C} and IRI_{R}. A small non-zero resistance is observed even around zero bias current, and scales with temperature as dictated by the phase diffusion mechanism. By varying the graphene carrier concentration we are able to confirm that the observed phase diffusion mechanism follows the trend for an overdamped Josephson junction. This is in contrast with the majority of graphene-based junctions which are underdamped and shorted by the environment at high frequencies.

preprint: APS/123-QED

Graphene-based superconductor-normal metal-superconductor (SNS) Josephson junctions have been a popular medium of choice for studying the fundamentals(Heersche et al., 2007; Miao et al., 2007; Du et al., 2008; Ojeda-Aristizabal et al., 2009; Borzenets et al., 2011; Ke et al., 2016; Lee et al., 2011; Coskun et al., 2012; Borzenets et al., 2016a; Shalom et al., 2015; Larson et al., 2020) as well as applications(Borzenets et al., 2016b, 2013; Amet et al., 2016; Wei et al., 2019; Lee et al., 2017; Park et al., 2017) of superconducting devices for more than a decade. However, the full spectrum and consequences of the interactions between the graphene Josephson junction and the environment have not been fully mapped. For example, the observed critical current ICI_{C} of graphene Josephson junctions is consistently suppressed compared to theoretical predictions; leading to postulations that the junctions are severely underdamped(Tinkham, 2004; Borzenets et al., 2011; Ke et al., 2016; Borzenets et al., 2016a; Shalom et al., 2015), despite the relatively low hysteresis between the switching ISI_{S} and the retrapping IRI_{R} currents. The effect of a junction’s environment on its dynamics can be directly investigated by looking at the statistical distribution of the switching current ISI_{S} (Borzenets et al., 2016a; Coskun et al., 2012; Lee et al., 2011; Fulton and Dunkleberger, 1974; Clarke et al., 1988), or via the measurement of zero-bias resistance arising from the phase diffusion mechanism(Tinkham, 2004; Borzenets et al., 2011; Ingold et al., 1994; Martinis and Kautz, 1989; Kautz and Martinis, 1990; Ivanchenko and Zil’berman, 1968, 1969). Indeed, often attributed to the large capacitance generated by the bonding pads and leads, previous works have shown that the vast majority of graphene-based JJs are underdamped(Borzenets et al., 2011; Ke et al., 2016; Shalom et al., 2015; Borzenets et al., 2016a).

In this work we report on Josephson junctions made from hexagonal boron-nitride (hBN) encapsulated graphene with Molybdenum-Rhenium (MoRe) alloy superconducting contacts (Wang et al., 2013; Wei et al., 2019; Amet et al., 2016). These devices are governed by ballistic electron transport and have been found to be in the intermediate to long-junction regime(Borzenets et al., 2016a) (see supplementary). Here, the MoRe contacts terminate shortly after the active region and are connected to the bonding pads via thin Gold leads. Moreover, the MoRe-Au interface seems to exhibit a significant contact resistance. The junctions were measured at temperatures between 2.72.7 and 77K, where a clear phase diffusion governed, zero-bias resistance can be observed(Tinkham, 2004; Borzenets et al., 2011; Ingold et al., 1994; Martinis and Kautz, 1989; Kautz and Martinis, 1990; Ivanchenko and Zil’berman, 1968, 1969). However, for these devices, when changing the carrier concentration via the back gate, the zero-bias resistance follows the trend expected for overdamped junctions(Borzenets et al., 2011; Ivanchenko and Zil’berman, 1969; Ambegaokar and Halperin, 1969). Thus, we conclude that we have demonstrated ballistic graphene Josephson junction in the overdamped regime.

Graphene is made using the exfoliation method(Novoselov et al., 2005) and is encapsulated in hexagonal boron-nitride (hBN) using the “pick-up” method (Wang et al., 2013). Using CHF3/O2 plasma, the hBN-Grahpene-hBN stack is etched thorough in order to make quasi-one dimensional electrical contacts with superconducting electrodes(Amet et al., 2016). Molybdenum-Rhenium(MoRe) alloy electrodes are deposited onto the device using DC sputtering with the approximate thickness of 100120100-120nm. The bonding pads and thin metal leads making contact to MoRe are made of Cr/Au (55nm/110110nm). Here, we present data on the device of length L=500nmL=500\mathrm{nm} (the distance between MoRe contacts), and the width W=3μmW=3\mu\mathrm{m} (see supplementary).

Refer to caption
Figure 1: Differential resistance dV/dIdV/dI as function of DC bias current IBiasI_{Bias}. The current is swept from negative to positive. Panel (a) shows dV/dIdV/dI curves for different temperatures. The gate voltage here is set to 35V. Panel (b) shows dV/dIdV/dI curves for different applied gate voltages. The temperature here is 3K. For both of the figures we can notice that there is no observable hysteresis between the switching and retrapping current. All curves feature a measurable resistance even at zero bias current. This zero-bias resistance R0R_{0} arises from the phase diffusion mechanism.
Refer to caption
Figure 2: (a) The product of temperature and the zero-bias resistance R0TR_{0}\cdot T as a function of inverse temperature 1/T1/T shown for several different gate voltages plotted on a semi log scale. The linear dependence of the curves shown here confirms that the resistance R0R_{0} arises from the phase diffusion mechanism. (b)The Josephson energy EJE_{J} versus gate voltage VGV_{G}. Here EJE_{J} is calculated from the slope of the curves shown in panel (a). The dashed lines represent a square root relationship bewteen EJE_{J} and VGV_{G} (with an offset), the expected relationship for single layer graphene Josephson junctions in the long ballistic regime. (Inset) The product of the Josephson energy and normal resistance EJRNE_{J}\cdot R_{N}. For ballistic, single layer graphene Josephson junctions, this product is expected to be constant with respect to gate voltage VGV_{G}. The discrepancy between the electron and hole conduction regime comes from the negative contribution of the contact interface transparency which has been found to suppress the critical current ICI_{C}.

The device is measured in a home-made cryocooler with a base temperature of  2.5K, which is isolated via both a heat shield and RC filters placed at the low temperature stage. Josephson junction resistance is measured using the lockin method with a four-probe geometry. The junction is biased by a variable DC current with a small AC excitation of 55nA. The voltage across the junction is amplified using a custom differential pre-amp prior to being fed into the lockin. The gate voltage applied to the back of the 300nm SiO2 oxide layer is used to control the carrier density of graphene. Figure 1 presents the differential resistance dV/dIdV/dI as a function of applied DC bias current IBiasI_{Bias}. All the curves show two transition points, as the bias current is swept from a large negative value to a large positive value. The absolute value of the current on the negative side below which the junction becomes superconducting is the retrapping current IRI_{R}, i.e. |IBias|=IR|I_{Bias}|=I_{R}. On the positive side, the junction transitions from the superconducting to the normal state at the switching current ISI_{S}(Tinkham, 2004). Figure 1(a) shows resistance versus IBiasI_{Bias} for different temperatures with the backgate voltage set to 35V. Figure 1(b) shows the resistance versus bias current for different gate voltages taken at 3K. In both cases, the switching and retrapping currents ISI_{S} and IRI_{R} follow the expected trends: falling exponentially with increasing temperature, and increasing with gate voltage away from the Dirac point with the hole conduction regime exhibiting a suppressed critical current due to the effects of contact doping(Borzenets et al., 2011; Ke et al., 2016; Borzenets et al., 2016a). Moreover, the trend of ISI_{S} with respect to temperature TT follows that expected for ballistic Josephson junctions in the long junction regime (See Supplementary)(Borzenets et al., 2016a).

The vast majority of previously reported graphene Josephson junctions, exhibit hysteresis between the switching and retrapping currents, with IS>IRI_{S}>I_{R} even for temperatures above 3K. While certain works attribute this hysteresis to self-heating of the junction(Borzenets et al., 2013; Courtois et al., 2008), it has also been shown that most of the graphene Josephson junctions exhibit underdamped behavior(Borzenets et al., 2011; Ke et al., 2016; Shalom et al., 2015; Borzenets et al., 2016a). (Graphene-based Josephson junctions a typically overdamped due to the large capacitance caused by the presence of the backgate.) Here, however, for all tested gates and temperatures, we do not observe a difference between ISI_{S} and IRI_{R}. This leads to an initial indication that the device may be overdamped.

We now further investigate the junction dynamics via the characterization of device behavior in the phase diffusion regime. Phase diffusion manifests itself as an observable non-zero resistance below the critical current (even at IBias=0I_{Bias}=0), arising from phase slips that are caused by thermal noise. The rate of these phase slips down the prototypical titled washboard potential, and therefore, the measured zero-bias resistance is governed by the junction dynamics which dictate the energy dissipation rate(Tinkham, 2004). Indeed, we are able to observe a measurable resistance in our devices, even at zero bias, and down to 3K in temperature. We define the measured zero-bias differential resistance as R0. In order to confirm that R0R_{0} arises from the phase diffusion mechanism, we study the evolution of this resistance with respect to temperature. Regardless of the junction damping dynamics the trend behavior of R0R_{0} with respect to temperature should have the following dependence: (Tinkham, 2004; Borzenets et al., 2011; Ingold et al., 1994; Martinis and Kautz, 1989; Kautz and Martinis, 1990; Ivanchenko and Zil’berman, 1968, 1969; Ambegaokar and Halperin, 1969):

R0(T)2EJkBTe2EJ/kBTR_{0}(T)\propto\frac{2E_{J}}{k_{B}T}e^{-2E_{J}/k_{B}T} (1)

Here, EJ=IC/2eE_{J}=\hbar I_{C}/2e is the Josephson energy. (The above exponential dependence holds when 2EJ/kBT>12E_{J}/k_{B}T>1 (Tinkham, 2004).) Reworking equation (1), we can arrive at the proportionality relationship: log((R0(T)T))2EJ/kBT\log{(R_{0}(T)\cdot T)}\propto-2E_{J}/k_{B}T. In Figure 2a we plot the value R0TR_{0}\cdot T versus inverse temperature TT on a semi-log scale. Indeed, we find that the relationship is nearly linear, consistent with theory. From here, knowing the temperature, we can extract EJE_{J} from the slope of the curves. The fitted Josephson energy versus gate voltage is plotted in Figure 2b. For single layer graphene Josephson junctions governed by ballistic transport it is expected that value EJRNE_{J}\cdot R_{N} is constant with respect to VGV_{G}(Borzenets et al., 2016a); and we find not only that indeed this is the case (see Figure 2 inset), but that this value matched well with the expected energy scale extracted from the trend of ISI_{S} vs TT (see supplementary). Here RNR_{N} is the normal resistance, i.e. the resistance of the junction when it is in normal state.

Having found the Josephson energy, we can determine the last parameter governing R0R_{0}. This final parameter is different depending on the damping dynamics of the junction. Previous theoretical works have defined three different regimes: For overdamped junctions, the governing parameter is RNR_{N}, the normal resistance(Ivanchenko and Zil’berman, 1969; Ambegaokar and Halperin, 1969). For underdamped junctions, R0R_{0} depends on the plasma frequency ωpEJ/C\omega_{p}\propto\sqrt{E_{J}/C}(Kautz and Martinis, 1990). (Here CC is the capacitance of the junction.) Finally, if the junction is underdamped at low frequencies, but becomes overdamped at the plasma frequency (due to being shorted by the environment), we have R0Z0R_{0}\propto Z_{0}(Ingold et al., 1994). Here Z0Z_{0} is the real part of the high frequency impedance caused by the junction’s environment (Ingold et al., 1994). We find that analyzing our devices as if they were underdamped, or damped by the environment does not produce a good match between measured data and theoretical expectation. (See supplementary).

Refer to caption
Figure 3: Gate voltage dependence of measured normal resistance RNR_{N} (black line) compared to the resistance calculated from the theoretically predicted relationship between RNR_{N} and R0R_{0}: RN=R0/[I0(EJ/kBT)]2R_{N}=R_{0}/[I_{0}(E_{J}/k_{B}T)]^{-2} . (I0 is the modified Bessel function.) The measured RNR_{N} here is taken at 3.5K. The data and calculated result match well, supporting the claim that the measured device is and overdamped junction.

Now, we confirm that our devices are indeed in the overdamped regime by comparing the measured normal resistance RNR_{N} with that back calculated from the the zero-bias resistance R0R_{0}. Following the full expression in Ref. (Ambegaokar and Halperin, 1969) we have:

limIBias0V/IBiasRN=[I0(12γ)]2\lim_{I_{Bias}\to 0}\frac{V/I_{Bias}}{R_{N}}=[I_{0}(\frac{1}{2}\gamma)]^{-2} (2)

Here, I0 is the modified Bessel function, and γ=Ic/ekBT\gamma=I_{c}\hbar/ek_{B}T. (VV is the voltage measured accross the junction.) For IBiasI_{Bias} approaching zero, the equation simplifies to RN=R0/[I0(EJ/kBT)]2R_{N}=R_{0}/[I_{0}(E_{J}/k_{B}T)]^{-2}. Figure 3 shows the measured normal resistance RNR_{N} versus gate voltage VGV_{G} plotted together with the resistance calculated from Equation 2 for different temperatures. It can be seen that we have a good match between the measured and the theoretical result, in particular for high values of RNR_{N}.

The damping of the junction is typically determined by the quality factor QQ, with Q=RN(2eICC/)1/2=2eRNEJCQ=R_{N}(2eI_{C}C/\hbar)^{1/2}=\frac{2e}{\hbar}R_{N}\sqrt{E_{J}C}. (CC being the capacitance of the junction.) A Q<0.85Q<0.85 results in an overdamped junction(Likharev, 1991). However, the difficulty in calculating an accurate quality factor QQ is two fold: One, the measured critical current ICI_{C} has been consistently less than the value predicted by theory, leading to the question of whether the true critical current is being measured. Two, it is unclear which areas of the device play an active role in the junction capacitance CC. (Previous works have suggested that the capacitance all the way up to the capacitive coupling between the device bonding pads plays a significant role. Thus the junction capacitance is always several orders of magnitude larger compared to that expected from the dimensions of the SNS region itself.) Assuming that the junction capacitance includes the contribution of the 100×100μm100\times 100\mu\mathrm{m} bonding pads that couple to each other via the backgate below the 300nm300\mathrm{nm} thick SiO2\mathrm{SiO_{2}} layer, we arrive at C600fFC\approx 600\mathrm{fF}. Taking EJ=0.3meVE_{J}=0.3\mathrm{meV} and RN=100ΩR_{N}=100\Omega, we calculate a quality factor Q=1.6Q=1.6: the underdamped regime. Hence, we are led to conclude that the tested junction has been sufficiently isolated from the capacitive contribution of the bonding pads. Indeed, we estimate that the interface between MoRe superconducting contacts and the gold leads suffers from a contact resistance in the order of tens of Ω\Omega, which is sufficient to reduce the quality factor below 11Vion et al. (1996); Borzenets et al. (2013).

In conclusion, we have investigated the phase diffusion regime in hBN encapsulated graphene Josephson junction governed by ballistic electron transport. The observed trend of the measured zero-bias resistance R0R_{0} with respect to carrier concentration conforms well to theory describing phase diffusion in an overdamped junction regime. This is the first conclusive confirmation of overdamped behavior in graphene-based Josephson junction. We attribute this behavior to effective isolation of the Josephson junction from the capacitive contribution of the bonding pads. The isolation arises from a resistive connection with the device layout.

Acknowledgements.
J.T., A.Sh., and I.V.B. acknowledge CityU New Research Initiatives/Infrastructure Support from Central (APRC): 9610395, and the Hong Kong Research Grants Council Projects: (ECS) 2301818, (GRF) 11303619. Lithographic fabrication and characterization of the samples performed by E.G.A., and A.S. were supported by the Division of Materials Sciences and Engineering, Office of Basic Energy Sciences, U.S. Department of Energy, under Award DE-SC0002765.

References

Supplementary to: Overdamped Phase Diffusion in hBN Encapsulated Graphene Josephson Junctions

Device Design and Characterization

The optical image of the device presented in the main text is shown in Figure S1a. Graphene is made using the exfoliation method(Novoselov et al., 2005), prior to encapsulation in hexagonal boron-nitride (hBN) the graphene is verified to be single layer using Raman spectroscopyFerrari et al. (2006). The measured Raman spectrum is shown in Figure S1b. An AFM image is taken of the completed hBN-graphene-hBN stack (not shown), and an area free of bubbles and defects is chosen for further processing. Using CHF3/O2 plasma, the hBN-Grahpene-hBN stack is etched thorough in order to make quasi-one dimensional electrical contacts with superconducting electrodes(Amet et al., 2016). Molybdenum-Rhenium(MoRe) alloy electrodes are deposited onto the device using DC sputtering with the approximate thickness of 100120100-120nm. The MoRe contacts define the Josephson junction dimensions. However, the MoRe leads are terminated 50μm\sim 50\mathrm{\mu m} past the active area of the device. (Green arrow in Figure S1a). The bonding pads and thin metal leads making contact to MoRe are made of Cr/Au (55nm/110110nm). This interface between the MoRe and the Cr/Au portion of the contacts results in a resistance that isolates the Josephson junction from the effect of the parasitic capacitance between the bonding pads(Vion et al., 1996; Borzenets et al., 2013)

Refer to caption
Figure S1: a)Optical image of the device presented in the main text. (Scale bar presented for reference). Graphene encapsulated in hexagonal boron-nitride (hBN) acts as the normal metal portion of the device. The superconductor is made from MoRe alloy, with the superconducting leads defining a junction of 500500nm length. The MoRe leads terminate 50μm\sim 50\mathrm{\mu m} past the active area of the device. The bonding pads and leads connecting to the MoRe region are made of Cr/Au, thickness 55nm/110110nm). An example of the transition between MoRe and Cr/Au is highlighted by the green arrow. The red arrow indicated the junction presented in the main text. b)The Raman spectrum of the graphene region used in the device.
Refer to caption
Figure S2: a)Switching current ISI_{S} versus temperature TT plotted on a semi-logarithmic scale. Plots for several values of gate voltage are shown. The plot shows a nearly linear decay with respect to TT, from the slope of the decay one can fit the relevant energy scale δE\delta E. The fit results are plotted in panel b), and also as dashed guide-lines in panel a). b)The fitted energy scale δE\delta E with respect to gate voltage VGV_{G}. A δE\delta E that is independent of gate is expected for single layer graphene. Alongside, is plotted the value ICRNI_{C}R_{N} (critical current times normal resistance). The two sets of data are very similar, as is expected.

Switching current ISI_{S} dependence on Temperature TT

In Josephson junctions, the measured switching current ISI_{S} is suppressed from the expected maximum critical current ICI_{C}, with ISI_{S} found to be decreasing with increasing temperature TT (Tinkham, 2004). Measuring the trend of ISI_{S} with respect to temperature TT, one can determine whether the junction is in the diffusive(Ke et al., 2016; Dubos et al., 2001a, b) or ballistic transport regime(Kulik, 1969; Bardeen and Johnson, 1972; Svidzinskiǐ et al., 1972; Svidzinsky et al., 1973; Beenakker, 1992; Beenakker and van Houten, 1991; Lee et al., 2015; Borzenets et al., 2016a). Additionally, by sweeping gate voltage VGV_{G}, one can also determine whether the junction is made of single layer or multi-layer graphene. For the case of a Josephson junction governed by ballistic electron transport, and with junction length LξL\gtrapprox\xi (the superconducting coherence length) we expect that IS(T)exp(kBT/δE)I_{S}(T)\propto\exp(-k_{B}T/\delta E)(Kulik, 1969; Bardeen and Johnson, 1972; Svidzinskiǐ et al., 1972; Svidzinsky et al., 1973; Borzenets et al., 2016a). The value δEvF/2πL\delta E\approx\hbar v_{F}/2\pi L is related to the Andreev Bound States energy level spacing (E0=πvF/LE_{0}=\pi\hbar v_{F}/L)Kulik (1969); Bardeen and Johnson (1972); Svidzinskii (1982); Tinkham (2004); Golubov et al. (2004). Here vFv_{F} is the the Fermi velocity; and in single layer graphene vFv_{F} is a constant with respect to carrier density. Therefore, δE\delta E is expected to be independent of the applied gate voltage VGV_{G} (as long as the junction remains ballistic). The trend of the switching current ISI_{S} versus temperature TT can be seen in Figure S2a, plotted on a semi-log scale for several values of VGV_{G}. A nearly linear decay can be observed. Fitting the data to the above exponential dependence, we can extract the value of δE\delta E.The guidelines of the fit result are shown as dashed lines in Figure S2a, while the fitted value of δE\delta E is presented in Figure S2b. One can see that δE\delta E is independent with respect to gate voltage VGV_{G} (aside from the expected deviations close to the Dirac point). Moreover, the extracted value is consistent with the designed length LL of the junction(Borzenets et al., 2016a). As the temperature approaches zero, the switching current approaches the critical current with ICRN=CδEI_{C}R_{N}=C\delta E. (Here RNR_{N} is the normal resistance.) It has been found empirically, that the dimensionless proportionality constant CC is 12\approx 1-2, and is suppressed by the coefficient of transmission τ\tau across the junction(Borzenets et al., 2016a). In Figure S2b, alongside δE\delta E, we plot the value of ICRNI_{C}R_{N}. The critical current ICI_{C} is back calculated from the fitted Josephson energy EJE_{J} in the main text. Indeed, we find a good match between the two values. This suggests that our device is single layer graphene, and is governed by ballistic electron transport. Moreover, that our fitted Josephson energy is close to the actual EJE_{J} of the device.

Comparisson to Underdamped and Damped by Environment regimes

The main text presents the analysis of phase diffusion in the overdamped regime. Here we follow the analyses as if the Josephson junction was underdamped, or damped by the environment at the plasma frequency. In following previous works, define the prefactor to the exponential in the main text Equation 1 as a variable R0R_{0}^{\prime} with R0R0e(2EJ/kBT)R_{0}^{\prime}\equiv R_{0}e^{(2E_{J}/k_{B}T)} (Borzenets et al., 2011). For underdamped junctions, R0(h/e2)ωp/kBTR_{0}^{\prime}\sim(h/e^{2})\hbar\omega_{p}/k_{B}T (Kautz and Martinis, 1990), where ωpEJ/C\omega_{p}\propto\sqrt{E_{J}/C} is the plasma frequency. Note that CC is the capacitance of the junction, and is a constant.) However, if the junction is underdamped at low frequencies, but becomes overdamped at the plasma frequency (due to being shorted by the environment), we have R0=2πZ0EJ/kBTR_{0}^{\prime}=2\pi Z_{0}E_{J}/k_{B}T(Ingold et al., 1994). Here Z0Z_{0} is the real part of the high frequency impedance caused by the junction’s environment (Ingold et al., 1994). Typically Z0Z_{0} is found to be 200250Ω\sim 200-250\mathrm{\Omega}, and can also be treated as a constant. (Note, that the above relationship holds only for EJ>kbTE_{J}>k_{b}TIngold et al. (1994)). The measured R0R_{0}^{\prime} versus the Josephson energy EJE_{J} is shown in Figure S3 (data taken at 4.0K). Alongside, we plot the best fitting results obtained for each of the two cases mentioned above. Note that the trend of the measured result is super-linear; while the expected trend for the underdamped case is a square root dependence, and a linear trend is expected in the damped by the environment case. Clearly, the above two analyses do not apply. It is important to note that Ref. Borzenets et al., 2011, erroneously used the same analysis via the variable R0R_{0}^{\prime} for the overdamped case. This is not correct as the exponential dependence only approximates the slope of the trend with respect to temperature, not the absolute value(Tinkham, 2004; Ambegaokar and Halperin, 1969). Instead, the full expression from Ref. Ambegaokar and Halperin, 1969 is to be used; as was done in the main text.

Refer to caption
Figure S3: The variable R0R_{0}^{\prime} versus the Josephson energy EJE_{J}. The blue scatter data represents results obtained from the measured data. The black and green lines represent best fit lines for the theoretical expectation in the case the Josephson junction is underdamped or damped by the environment (respectively). The mismatch between the measured data and theoretical predictions suggest than neither of these cases apply.